warning: commands will be executed using /bin/sh
job 5736 at Thu Oct  2 09:54:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse23-140806/YutaMouse23-140806/YutaMouse23-140806
ElecNo	6
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1304496 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 434832 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 22759 members 
Mstep: Class 3 contains 22853 members 
Mstep: Class 4 contains 22960 members 
Mstep: Class 5 contains 22827 members 
Mstep: Class 6 contains 23130 members 
Mstep: Class 7 contains 22593 members 
Mstep: Class 8 contains 22744 members 
Mstep: Class 9 contains 22917 members 
Mstep: Class 10 contains 22810 members 
Mstep: Class 11 contains 23021 members 
Mstep: Class 12 contains 22674 members 
Mstep: Class 13 contains 22847 members 
Mstep: Class 14 contains 22857 members 
Mstep: Class 15 contains 23006 members 
Mstep: Class 16 contains 22909 members 
Mstep: Class 17 contains 22954 members 
Mstep: Class 18 contains 22963 members 
Mstep: Class 19 contains 22823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 824.941284 but Gain 3219.710938
Score: -73787328.000000 Penalty: 57954.839844
Iteration 0F: 19 clusters Score -7.378733e+07 nChanged 411876
Entering Unmasked Mstep 
Mstep: Class 0 contains 2564 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 272328 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 6 contains 9679 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 916 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 1893 members 
Mstep: Class 11 contains 2166 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 3681 members 
Mstep: Class 15 contains 2402 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 103322 members 
Mstep: Class 18 contains 1085 members 
Mstep: Class 19 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81785536.000000 Penalty: 57954.839844
Iteration 1F: 19 clusters Score -8.178554e+07 nChanged 124484
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 257537 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 6 contains 13007 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 1250 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 3472 members 
Mstep: Class 12 contains 571 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 2173 members 
Mstep: Class 15 contains 6335 members 
Mstep: Class 16 contains 1475 members 
Mstep: Class 17 contains 100026 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 1822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2322.646484 but Gain 3219.714844
Score: -82734608.000000 Penalty: 54735.125000
Iteration 2F: 18 clusters Score -8.273461e+07 nChanged 93412
Entering Unmasked Mstep 
Mstep: Class 0 contains 815 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 206762 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 6 contains 13796 members 
Mstep: Class 7 contains 1574 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 4758 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 5230 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 6567 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 127266 members 
Mstep: Class 18 contains 1000 members 
Mstep: Class 19 contains 1729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83127144.000000 Penalty: 54735.125000
Iteration 3F: 18 clusters Score -8.312714e+07 nChanged 82046
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 169365 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 1613 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 10 contains 3610 members 
Mstep: Class 11 contains 6331 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 7181 members 
Mstep: Class 14 contains 3580 members 
Mstep: Class 15 contains 5547 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 145110 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83290472.000000 Penalty: 54735.125000
Iteration 4F: 18 clusters Score -8.329047e+07 nChanged 68552
Entering Unmasked Mstep 
Mstep: Class 0 contains 458 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 136502 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 6 contains 12303 members 
Mstep: Class 7 contains 1614 members 
Mstep: Class 8 contains 979 members 
Mstep: Class 10 contains 4330 members 
Mstep: Class 11 contains 7336 members 
Mstep: Class 12 contains 679 members 
Mstep: Class 13 contains 7946 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 161226 members 
Mstep: Class 18 contains 495 members 
Mstep: Class 19 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83406048.000000 Penalty: 54735.125000
Iteration 5F: 18 clusters Score -8.340605e+07 nChanged 51402
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 112085 members 
Mstep: Class 3 contains 956 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 6 contains 13276 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 7874 members 
Mstep: Class 12 contains 716 members 
Mstep: Class 13 contains 8060 members 
Mstep: Class 14 contains 5092 members 
Mstep: Class 15 contains 5787 members 
Mstep: Class 16 contains 2497 members 
Mstep: Class 17 contains 174762 members 
Mstep: Class 18 contains 491 members 
Mstep: Class 19 contains 1716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83505576.000000 Penalty: 54735.125000
Iteration 6F: 18 clusters Score -8.350558e+07 nChanged 34109
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 97738 members 
Mstep: Class 2 contains 99424 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 6 contains 15942 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 1041 members 
Mstep: Class 10 contains 5074 members 
Mstep: Class 11 contains 7999 members 
Mstep: Class 12 contains 723 members 
Mstep: Class 13 contains 7911 members 
Mstep: Class 14 contains 6018 members 
Mstep: Class 15 contains 6320 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 177934 members 
Mstep: Class 18 contains 489 members 
Mstep: Class 19 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83558160.000000 Penalty: 54735.125000
Iteration 7F: 18 clusters Score -8.355816e+07 nChanged 24831
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 92701 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 6 contains 18092 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 1040 members 
Mstep: Class 10 contains 5331 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 7956 members 
Mstep: Class 14 contains 7313 members 
Mstep: Class 15 contains 7050 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 174817 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 1660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83587296.000000 Penalty: 54735.125000
Iteration 8F: 18 clusters Score -8.35873e+07 nChanged 19896
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 106074 members 
Mstep: Class 2 contains 88658 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 1022 members 
Mstep: Class 6 contains 19704 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 5544 members 
Mstep: Class 11 contains 7773 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 8159 members 
Mstep: Class 14 contains 8811 members 
Mstep: Class 15 contains 8186 members 
Mstep: Class 16 contains 2852 members 
Mstep: Class 17 contains 170659 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83606416.000000 Penalty: 54735.125000
Iteration 9Q: 18 clusters Score -8.360642e+07 nChanged 16824
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 107248 members 
Mstep: Class 2 contains 86399 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 6 contains 21064 members 
Mstep: Class 7 contains 2151 members 
Mstep: Class 8 contains 991 members 
Mstep: Class 10 contains 5734 members 
Mstep: Class 11 contains 7765 members 
Mstep: Class 12 contains 663 members 
Mstep: Class 13 contains 8466 members 
Mstep: Class 14 contains 10499 members 
Mstep: Class 15 contains 9871 members 
Mstep: Class 16 contains 2924 members 
Mstep: Class 17 contains 166133 members 
Mstep: Class 18 contains 596 members 
Mstep: Class 19 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83620768.000000 Penalty: 54735.125000
Iteration 10Q: 18 clusters Score -8.362077e+07 nChanged 16774
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 107824 members 
Mstep: Class 2 contains 84912 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 6 contains 22688 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 1012 members 
Mstep: Class 10 contains 5895 members 
Mstep: Class 11 contains 7792 members 
Mstep: Class 12 contains 656 members 
Mstep: Class 13 contains 8770 members 
Mstep: Class 14 contains 12378 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 160416 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83635168.000000 Penalty: 54735.125000
Iteration 11Q: 18 clusters Score -8.363517e+07 nChanged 17733
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 83828 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 6 contains 24644 members 
Mstep: Class 7 contains 2406 members 
Mstep: Class 8 contains 1037 members 
Mstep: Class 10 contains 6066 members 
Mstep: Class 11 contains 7856 members 
Mstep: Class 12 contains 651 members 
Mstep: Class 13 contains 9082 members 
Mstep: Class 14 contains 14349 members 
Mstep: Class 15 contains 15166 members 
Mstep: Class 16 contains 3099 members 
Mstep: Class 17 contains 153817 members 
Mstep: Class 18 contains 635 members 
Mstep: Class 19 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83645456.000000 Penalty: 54735.125000
Iteration 12Q: 18 clusters Score -8.364546e+07 nChanged 19236
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 108489 members 
Mstep: Class 2 contains 82859 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 6 contains 27489 members 
Mstep: Class 7 contains 2467 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 10 contains 6232 members 
Mstep: Class 11 contains 7950 members 
Mstep: Class 12 contains 658 members 
Mstep: Class 13 contains 9413 members 
Mstep: Class 14 contains 16311 members 
Mstep: Class 15 contains 18478 members 
Mstep: Class 16 contains 3187 members 
Mstep: Class 17 contains 145177 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83659608.000000 Penalty: 54735.125000
Iteration 13Q: 18 clusters Score -8.365961e+07 nChanged 20484
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 81677 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 1311 members 
Mstep: Class 6 contains 31493 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 10 contains 6430 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 659 members 
Mstep: Class 13 contains 9733 members 
Mstep: Class 14 contains 18449 members 
Mstep: Class 15 contains 21831 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 135309 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83682600.000000 Penalty: 54735.125000
Iteration 14Q: 18 clusters Score -8.36826e+07 nChanged 20309
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 80150 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 1347 members 
Mstep: Class 6 contains 36486 members 
Mstep: Class 7 contains 2597 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 10 contains 6720 members 
Mstep: Class 11 contains 8408 members 
Mstep: Class 12 contains 663 members 
Mstep: Class 13 contains 10049 members 
Mstep: Class 14 contains 20583 members 
Mstep: Class 15 contains 25186 members 
Mstep: Class 16 contains 3386 members 
Mstep: Class 17 contains 126995 members 
Mstep: Class 18 contains 666 members 
Mstep: Class 19 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83707824.000000 Penalty: 54735.125000
Iteration 15Q: 18 clusters Score -8.370782e+07 nChanged 20317
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 105225 members 
Mstep: Class 2 contains 78582 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 1389 members 
Mstep: Class 6 contains 42032 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 10 contains 7072 members 
Mstep: Class 11 contains 8721 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 10385 members 
Mstep: Class 14 contains 22725 members 
Mstep: Class 15 contains 28034 members 
Mstep: Class 16 contains 3494 members 
Mstep: Class 17 contains 118873 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83731368.000000 Penalty: 54735.125000
Iteration 16Q: 18 clusters Score -8.373137e+07 nChanged 21203
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 102011 members 
Mstep: Class 2 contains 77209 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 6 contains 48578 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 10 contains 7483 members 
Mstep: Class 11 contains 9038 members 
Mstep: Class 12 contains 674 members 
Mstep: Class 13 contains 10731 members 
Mstep: Class 14 contains 24816 members 
Mstep: Class 15 contains 30391 members 
Mstep: Class 16 contains 3595 members 
Mstep: Class 17 contains 111099 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83753136.000000 Penalty: 54735.125000
Iteration 17Q: 18 clusters Score -8.375314e+07 nChanged 20112
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 98783 members 
Mstep: Class 2 contains 76077 members 
Mstep: Class 3 contains 1404 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 6 contains 53872 members 
Mstep: Class 7 contains 2976 members 
Mstep: Class 8 contains 1152 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 9331 members 
Mstep: Class 12 contains 680 members 
Mstep: Class 13 contains 11006 members 
Mstep: Class 14 contains 26714 members 
Mstep: Class 15 contains 32263 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 105005 members 
Mstep: Class 18 contains 680 members 
Mstep: Class 19 contains 1470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83770280.000000 Penalty: 54735.125000
Iteration 18Q: 18 clusters Score -8.377028e+07 nChanged 17525
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 95754 members 
Mstep: Class 2 contains 75089 members 
Mstep: Class 3 contains 1402 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 6 contains 57221 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 10 contains 8411 members 
Mstep: Class 11 contains 9599 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 11228 members 
Mstep: Class 14 contains 28695 members 
Mstep: Class 15 contains 33763 members 
Mstep: Class 16 contains 3868 members 
Mstep: Class 17 contains 100883 members 
Mstep: Class 18 contains 685 members 
Mstep: Class 19 contains 1453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83780416.000000 Penalty: 54735.125000
Iteration 19Q: 18 clusters Score -8.378042e+07 nChanged 14739
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 93253 members 
Mstep: Class 2 contains 74501 members 
Mstep: Class 3 contains 1402 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 6 contains 59305 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 9852 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 11336 members 
Mstep: Class 14 contains 30795 members 
Mstep: Class 15 contains 35015 members 
Mstep: Class 16 contains 4009 members 
Mstep: Class 17 contains 97352 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83792120.000000 Penalty: 54735.125000
Iteration 20F: 18 clusters Score -8.379212e+07 nChanged 17974
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 71729 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1714 members 
Mstep: Class 6 contains 61489 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 10 contains 9172 members 
Mstep: Class 11 contains 9966 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 11358 members 
Mstep: Class 14 contains 36447 members 
Mstep: Class 15 contains 36739 members 
Mstep: Class 16 contains 4092 members 
Mstep: Class 17 contains 93155 members 
Mstep: Class 18 contains 717 members 
Mstep: Class 19 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83805144.000000 Penalty: 54735.125000
Iteration 21Q: 18 clusters Score -8.380514e+07 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 88705 members 
Mstep: Class 2 contains 69625 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 6 contains 61278 members 
Mstep: Class 7 contains 3721 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 10 contains 9510 members 
Mstep: Class 11 contains 10224 members 
Mstep: Class 12 contains 687 members 
Mstep: Class 13 contains 11341 members 
Mstep: Class 14 contains 41806 members 
Mstep: Class 15 contains 38204 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 17 contains 88779 members 
Mstep: Class 18 contains 735 members 
Mstep: Class 19 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83815656.000000 Penalty: 54735.125000
Iteration 22Q: 18 clusters Score -8.381566e+07 nChanged 16863
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 87317 members 
Mstep: Class 2 contains 68099 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 1883 members 
Mstep: Class 6 contains 60289 members 
Mstep: Class 7 contains 3938 members 
Mstep: Class 8 contains 1249 members 
Mstep: Class 10 contains 9773 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 682 members 
Mstep: Class 13 contains 11251 members 
Mstep: Class 14 contains 46480 members 
Mstep: Class 15 contains 39793 members 
Mstep: Class 16 contains 4270 members 
Mstep: Class 17 contains 85575 members 
Mstep: Class 18 contains 747 members 
Mstep: Class 19 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83819472.000000 Penalty: 54735.125000
Iteration 23Q: 18 clusters Score -8.381947e+07 nChanged 15204
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 67331 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 6 contains 59928 members 
Mstep: Class 7 contains 4148 members 
Mstep: Class 8 contains 1271 members 
Mstep: Class 10 contains 9911 members 
Mstep: Class 11 contains 10797 members 
Mstep: Class 12 contains 682 members 
Mstep: Class 13 contains 11163 members 
Mstep: Class 14 contains 48733 members 
Mstep: Class 15 contains 41260 members 
Mstep: Class 16 contains 4338 members 
Mstep: Class 17 contains 82892 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83820560.000000 Penalty: 54735.125000
Iteration 24Q: 18 clusters Score -8.382056e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 86621 members 
Mstep: Class 2 contains 66877 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 1991 members 
Mstep: Class 6 contains 60249 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 10 contains 10026 members 
Mstep: Class 11 contains 10999 members 
Mstep: Class 12 contains 688 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 48950 members 
Mstep: Class 15 contains 42676 members 
Mstep: Class 16 contains 4368 members 
Mstep: Class 17 contains 80926 members 
Mstep: Class 18 contains 758 members 
Mstep: Class 19 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83823224.000000 Penalty: 54735.125000
Iteration 25Q: 18 clusters Score -8.382322e+07 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 86519 members 
Mstep: Class 2 contains 66190 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 2025 members 
Mstep: Class 6 contains 60532 members 
Mstep: Class 7 contains 4531 members 
Mstep: Class 8 contains 1319 members 
Mstep: Class 10 contains 10147 members 
Mstep: Class 11 contains 11099 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 11067 members 
Mstep: Class 14 contains 49407 members 
Mstep: Class 15 contains 43977 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 79211 members 
Mstep: Class 18 contains 764 members 
Mstep: Class 19 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83825376.000000 Penalty: 54735.125000
Iteration 26Q: 18 clusters Score -8.382538e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 86473 members 
Mstep: Class 2 contains 65538 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 2054 members 
Mstep: Class 6 contains 60937 members 
Mstep: Class 7 contains 4745 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 10 contains 10225 members 
Mstep: Class 11 contains 11183 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 13 contains 11022 members 
Mstep: Class 14 contains 49610 members 
Mstep: Class 15 contains 45124 members 
Mstep: Class 16 contains 4432 members 
Mstep: Class 17 contains 77729 members 
Mstep: Class 18 contains 770 members 
Mstep: Class 19 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83826632.000000 Penalty: 54735.125000
Iteration 27Q: 18 clusters Score -8.382663e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 86324 members 
Mstep: Class 2 contains 64867 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 6 contains 61465 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 10 contains 10339 members 
Mstep: Class 11 contains 11222 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 13 contains 10994 members 
Mstep: Class 14 contains 49840 members 
Mstep: Class 15 contains 46229 members 
Mstep: Class 16 contains 4448 members 
Mstep: Class 17 contains 76307 members 
Mstep: Class 18 contains 774 members 
Mstep: Class 19 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83827336.000000 Penalty: 54735.125000
Iteration 28Q: 18 clusters Score -8.382734e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 64221 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 2113 members 
Mstep: Class 6 contains 62200 members 
Mstep: Class 7 contains 5066 members 
Mstep: Class 8 contains 1395 members 
Mstep: Class 10 contains 10442 members 
Mstep: Class 11 contains 11281 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 49970 members 
Mstep: Class 15 contains 47290 members 
Mstep: Class 16 contains 4454 members 
Mstep: Class 17 contains 74847 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83828144.000000 Penalty: 54735.125000
Iteration 29Q: 18 clusters Score -8.382814e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 63535 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 6 contains 62880 members 
Mstep: Class 7 contains 5188 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 10 contains 10520 members 
Mstep: Class 11 contains 11335 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 10978 members 
Mstep: Class 14 contains 50027 members 
Mstep: Class 15 contains 48275 members 
Mstep: Class 16 contains 4455 members 
Mstep: Class 17 contains 73567 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 19 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83828632.000000 Penalty: 54735.125000
Iteration 30Q: 18 clusters Score -8.382863e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 85838 members 
Mstep: Class 2 contains 62911 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 6 contains 63520 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 1478 members 
Mstep: Class 10 contains 10577 members 
Mstep: Class 11 contains 11388 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 10983 members 
Mstep: Class 14 contains 49945 members 
Mstep: Class 15 contains 49193 members 
Mstep: Class 16 contains 4460 members 
Mstep: Class 17 contains 72600 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83829960.000000 Penalty: 54735.125000
Iteration 31Q: 18 clusters Score -8.382996e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 85531 members 
Mstep: Class 2 contains 62271 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 2202 members 
Mstep: Class 6 contains 64173 members 
Mstep: Class 7 contains 5395 members 
Mstep: Class 8 contains 1506 members 
Mstep: Class 10 contains 10648 members 
Mstep: Class 11 contains 11419 members 
Mstep: Class 12 contains 723 members 
Mstep: Class 13 contains 10967 members 
Mstep: Class 14 contains 49876 members 
Mstep: Class 15 contains 50047 members 
Mstep: Class 16 contains 4482 members 
Mstep: Class 17 contains 71830 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83831096.000000 Penalty: 54735.125000
Iteration 32Q: 18 clusters Score -8.38311e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 85214 members 
Mstep: Class 2 contains 61674 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 6 contains 64763 members 
Mstep: Class 7 contains 5512 members 
Mstep: Class 8 contains 1533 members 
Mstep: Class 10 contains 10688 members 
Mstep: Class 11 contains 11460 members 
Mstep: Class 12 contains 727 members 
Mstep: Class 13 contains 10977 members 
Mstep: Class 14 contains 49706 members 
Mstep: Class 15 contains 50848 members 
Mstep: Class 16 contains 4498 members 
Mstep: Class 17 contains 71240 members 
Mstep: Class 18 contains 797 members 
Mstep: Class 19 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83832128.000000 Penalty: 54735.125000
Iteration 33Q: 18 clusters Score -8.383213e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 84812 members 
Mstep: Class 2 contains 61039 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 6 contains 65342 members 
Mstep: Class 7 contains 5611 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 10 contains 10758 members 
Mstep: Class 11 contains 11514 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 10985 members 
Mstep: Class 14 contains 49558 members 
Mstep: Class 15 contains 51607 members 
Mstep: Class 16 contains 4509 members 
Mstep: Class 17 contains 70797 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83833104.000000 Penalty: 54735.125000
Iteration 34Q: 18 clusters Score -8.38331e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 60435 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 6 contains 65833 members 
Mstep: Class 7 contains 5704 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 10 contains 10808 members 
Mstep: Class 11 contains 11537 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 10988 members 
Mstep: Class 14 contains 49477 members 
Mstep: Class 15 contains 52266 members 
Mstep: Class 16 contains 4517 members 
Mstep: Class 17 contains 70437 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83834368.000000 Penalty: 54735.125000
Iteration 35Q: 18 clusters Score -8.383437e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 59877 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 6 contains 66246 members 
Mstep: Class 7 contains 5786 members 
Mstep: Class 8 contains 1610 members 
Mstep: Class 10 contains 10860 members 
Mstep: Class 11 contains 11563 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 10999 members 
Mstep: Class 14 contains 49391 members 
Mstep: Class 15 contains 52883 members 
Mstep: Class 16 contains 4537 members 
Mstep: Class 17 contains 70155 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83834888.000000 Penalty: 54735.125000
Iteration 36Q: 18 clusters Score -8.383489e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 83807 members 
Mstep: Class 2 contains 59402 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 6 contains 66740 members 
Mstep: Class 7 contains 5842 members 
Mstep: Class 8 contains 1634 members 
Mstep: Class 10 contains 10922 members 
Mstep: Class 11 contains 11602 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 10991 members 
Mstep: Class 14 contains 49242 members 
Mstep: Class 15 contains 53448 members 
Mstep: Class 16 contains 4550 members 
Mstep: Class 17 contains 69860 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 19 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83835696.000000 Penalty: 54735.125000
Iteration 37Q: 18 clusters Score -8.38357e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 58962 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 2281 members 
Mstep: Class 6 contains 67206 members 
Mstep: Class 7 contains 5918 members 
Mstep: Class 8 contains 1659 members 
Mstep: Class 10 contains 10983 members 
Mstep: Class 11 contains 11622 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 13 contains 10990 members 
Mstep: Class 14 contains 49121 members 
Mstep: Class 15 contains 53921 members 
Mstep: Class 16 contains 4555 members 
Mstep: Class 17 contains 69555 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83835936.000000 Penalty: 54735.125000
Iteration 38Q: 18 clusters Score -8.383594e+07 nChanged 3541
Entering ConstructFrom: 
Score: -83835936.000000 Penalty: 54735.125000
Entering ConstructFrom: 
Trying to split cluster 1 (83250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Entering Unmasked Estep 
Score: -16046040.000000 Penalty: 2809.741699
	Iteration 0F: 2 clusters Score -1.604604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -16059275.000000 Penalty: 5619.483398
	Iteration 0F: 3 clusters Score -1.605928e+07 nChanged 39215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -16081595.000000 Penalty: 5619.483398
	Iteration 1F: 3 clusters Score -1.60816e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -16082536.000000 Penalty: 5619.483398
	Iteration 2F: 3 clusters Score -1.608254e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -16083961.000000 Penalty: 5619.483398
	Iteration 3F: 3 clusters Score -1.608396e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -16086034.000000 Penalty: 5619.483398
	Iteration 4F: 3 clusters Score -1.608603e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -16089023.000000 Penalty: 5619.483398
	Iteration 5F: 3 clusters Score -1.608902e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -16092984.000000 Penalty: 5619.483398
	Iteration 6F: 3 clusters Score -1.609298e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -16096878.000000 Penalty: 5619.483398
	Iteration 7F: 3 clusters Score -1.609688e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -16098657.000000 Penalty: 5619.483398
	Iteration 8F: 3 clusters Score -1.609866e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -16099361.000000 Penalty: 5619.483398
	Iteration 9Q: 3 clusters Score -1.609936e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -16099534.000000 Penalty: 5619.483398
	Iteration 10Q: 3 clusters Score -1.609953e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -16099714.000000 Penalty: 5619.483398
	Iteration 11Q: 3 clusters Score -1.609971e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -16099825.000000 Penalty: 5619.483398
	Iteration 12Q: 3 clusters Score -1.609982e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -16100070.000000 Penalty: 5619.483398
	Iteration 13Q: 3 clusters Score -1.610007e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -16100081.000000 Penalty: 5619.483398
	Iteration 14Q: 3 clusters Score -1.610008e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -16099864.000000 Penalty: 5619.483398
	Iteration 15Q: 3 clusters Score -1.609986e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -16099537.000000 Penalty: 5619.483398
	Iteration 16Q: 3 clusters Score -1.609954e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -16099158.000000 Penalty: 5619.483398
	Iteration 17Q: 3 clusters Score -1.609916e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -16098532.000000 Penalty: 5619.483398
	Iteration 18Q: 3 clusters Score -1.609853e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -16097887.000000 Penalty: 5619.483398
	Iteration 19Q: 3 clusters Score -1.609789e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -16097074.000000 Penalty: 5619.483398
	Iteration 20F: 3 clusters Score -1.609707e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -16096545.000000 Penalty: 5619.483398
	Iteration 21Q: 3 clusters Score -1.609654e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -16096293.000000 Penalty: 5619.483398
	Iteration 22Q: 3 clusters Score -1.609629e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -16096034.000000 Penalty: 5619.483398
	Iteration 23Q: 3 clusters Score -1.609603e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -16095854.000000 Penalty: 5619.483398
	Iteration 24Q: 3 clusters Score -1.609585e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -16095780.000000 Penalty: 5619.483398
	Iteration 25Q: 3 clusters Score -1.609578e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -16095726.000000 Penalty: 5619.483398
	Iteration 26Q: 3 clusters Score -1.609573e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -16095648.000000 Penalty: 5619.483398
	Iteration 27Q: 3 clusters Score -1.609565e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -16095629.000000 Penalty: 5619.483398
	Iteration 28Q: 3 clusters Score -1.609563e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -16095705.000000 Penalty: 5619.483398
	Iteration 29Q: 3 clusters Score -1.60957e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -16095666.000000 Penalty: 5619.483398
	Iteration 30Q: 3 clusters Score -1.609567e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -16095669.000000 Penalty: 5619.483398
	Iteration 31Q: 3 clusters Score -1.609567e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -16095700.000000 Penalty: 5619.483398
	Iteration 32Q: 3 clusters Score -1.60957e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -16095652.000000 Penalty: 5619.483398
	Iteration 33Q: 3 clusters Score -1.609565e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -16095655.000000 Penalty: 5619.483398
	Iteration 34Q: 3 clusters Score -1.609566e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -16095669.000000 Penalty: 5619.483398
	Iteration 35Q: 3 clusters Score -1.609567e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -16095717.000000 Penalty: 5619.483398
	Iteration 36Q: 3 clusters Score -1.609572e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -16095733.000000 Penalty: 5619.483398
	Iteration 37Q: 3 clusters Score -1.609573e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -16095767.000000 Penalty: 5619.483398
	Iteration 38Q: 3 clusters Score -1.609577e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -16095758.000000 Penalty: 5619.483398
	Iteration 39Q: 3 clusters Score -1.609576e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -16095788.000000 Penalty: 5619.483398
	Iteration 40F: 3 clusters Score -1.609579e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -16095793.000000 Penalty: 5619.483398
	Iteration 41Q: 3 clusters Score -1.609579e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -16095833.000000 Penalty: 5619.483398
	Iteration 42Q: 3 clusters Score -1.609583e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -16095838.000000 Penalty: 5619.483398
	Iteration 43Q: 3 clusters Score -1.609584e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -16095894.000000 Penalty: 5619.483398
	Iteration 44Q: 3 clusters Score -1.609589e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -16095931.000000 Penalty: 5619.483398
	Iteration 45Q: 3 clusters Score -1.609593e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -16095952.000000 Penalty: 5619.483398
	Iteration 46Q: 3 clusters Score -1.609595e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -16095940.000000 Penalty: 5619.483398
	Iteration 47Q: 3 clusters Score -1.609594e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -16095982.000000 Penalty: 5619.483398
	Iteration 48Q: 3 clusters Score -1.609598e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -16095988.000000 Penalty: 5619.483398
	Iteration 49Q: 3 clusters Score -1.609599e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -16095967.000000 Penalty: 5619.483398
	Iteration 50Q: 3 clusters Score -1.609597e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -16096016.000000 Penalty: 5619.483398
	Iteration 51Q: 3 clusters Score -1.609602e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -16096036.000000 Penalty: 5619.483398
	Iteration 52Q: 3 clusters Score -1.609604e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -16096055.000000 Penalty: 5619.483398
	Iteration 53Q: 3 clusters Score -1.609606e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -16096088.000000 Penalty: 5619.483398
	Iteration 54Q: 3 clusters Score -1.609609e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -16096108.000000 Penalty: 5619.483398
	Iteration 55Q: 3 clusters Score -1.609611e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -16096136.000000 Penalty: 5619.483398
	Iteration 56Q: 3 clusters Score -1.609614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -16096179.000000 Penalty: 5619.483398
	Iteration 57Q: 3 clusters Score -1.609618e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -16096223.000000 Penalty: 5619.483398
	Iteration 58Q: 3 clusters Score -1.609622e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -16096259.000000 Penalty: 5619.483398
	Iteration 59Q: 3 clusters Score -1.609626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -16096322.000000 Penalty: 5619.483398
	Iteration 60F: 3 clusters Score -1.609632e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -16096421.000000 Penalty: 5619.483398
	Iteration 61Q: 3 clusters Score -1.609642e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -16096539.000000 Penalty: 5619.483398
	Iteration 62Q: 3 clusters Score -1.609654e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -16096687.000000 Penalty: 5619.483398
	Iteration 63Q: 3 clusters Score -1.609669e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -16096906.000000 Penalty: 5619.483398
	Iteration 64Q: 3 clusters Score -1.609691e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -16097130.000000 Penalty: 5619.483398
	Iteration 65Q: 3 clusters Score -1.609713e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -16097428.000000 Penalty: 5619.483398
	Iteration 66Q: 3 clusters Score -1.609743e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -16097827.000000 Penalty: 5619.483398
	Iteration 67Q: 3 clusters Score -1.609783e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -16098182.000000 Penalty: 5619.483398
	Iteration 68Q: 3 clusters Score -1.609818e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -16098554.000000 Penalty: 5619.483398
	Iteration 69Q: 3 clusters Score -1.609855e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -16099028.000000 Penalty: 5619.483398
	Iteration 70Q: 3 clusters Score -1.609903e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -16099477.000000 Penalty: 5619.483398
	Iteration 71Q: 3 clusters Score -1.609948e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -16099859.000000 Penalty: 5619.483398
	Iteration 72Q: 3 clusters Score -1.609986e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -16100322.000000 Penalty: 5619.483398
	Iteration 73Q: 3 clusters Score -1.610032e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -16100684.000000 Penalty: 5619.483398
	Iteration 74Q: 3 clusters Score -1.610068e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -16100891.000000 Penalty: 5619.483398
	Iteration 75Q: 3 clusters Score -1.610089e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -16101036.000000 Penalty: 5619.483398
	Iteration 76Q: 3 clusters Score -1.610104e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -16101066.000000 Penalty: 5619.483398
	Iteration 77Q: 3 clusters Score -1.610107e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -16101027.000000 Penalty: 5619.483398
	Iteration 78Q: 3 clusters Score -1.610103e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -16100983.000000 Penalty: 5619.483398
	Iteration 79Q: 3 clusters Score -1.610098e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -16101063.000000 Penalty: 5619.483398
	Iteration 80F: 3 clusters Score -1.610106e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -16101122.000000 Penalty: 5619.483398
	Iteration 81Q: 3 clusters Score -1.610112e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -16101239.000000 Penalty: 5619.483398
	Iteration 82Q: 3 clusters Score -1.610124e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -16101291.000000 Penalty: 5619.483398
	Iteration 83Q: 3 clusters Score -1.610129e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -16101345.000000 Penalty: 5619.483398
	Iteration 84Q: 3 clusters Score -1.610134e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -16101409.000000 Penalty: 5619.483398
	Iteration 85Q: 3 clusters Score -1.610141e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -16101396.000000 Penalty: 5619.483398
	Iteration 86Q: 3 clusters Score -1.61014e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -16101341.000000 Penalty: 5619.483398
	Iteration 87Q: 3 clusters Score -1.610134e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -16101290.000000 Penalty: 5619.483398
	Iteration 88Q: 3 clusters Score -1.610129e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -16101223.000000 Penalty: 5619.483398
	Iteration 89Q: 3 clusters Score -1.610122e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -16101182.000000 Penalty: 5619.483398
	Iteration 90Q: 3 clusters Score -1.610118e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -16101065.000000 Penalty: 5619.483398
	Iteration 91Q: 3 clusters Score -1.610106e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -16100943.000000 Penalty: 5619.483398
	Iteration 92Q: 3 clusters Score -1.610094e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -16100788.000000 Penalty: 5619.483398
	Iteration 93Q: 3 clusters Score -1.610079e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -16100586.000000 Penalty: 5619.483398
	Iteration 94Q: 3 clusters Score -1.610059e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -16100277.000000 Penalty: 5619.483398
	Iteration 95Q: 3 clusters Score -1.610028e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -16099936.000000 Penalty: 5619.483398
	Iteration 96Q: 3 clusters Score -1.609994e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -16099735.000000 Penalty: 5619.483398
	Iteration 97Q: 3 clusters Score -1.609974e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -16099431.000000 Penalty: 5619.483398
	Iteration 98Q: 3 clusters Score -1.609943e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -16099160.000000 Penalty: 5619.483398
	Iteration 99Q: 3 clusters Score -1.609916e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -16098943.000000 Penalty: 5619.483398
	Iteration 100F: 3 clusters Score -1.609894e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -16098701.000000 Penalty: 5619.483398
	Iteration 101Q: 3 clusters Score -1.60987e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -16098483.000000 Penalty: 5619.483398
	Iteration 102Q: 3 clusters Score -1.609848e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -16098278.000000 Penalty: 5619.483398
	Iteration 103Q: 3 clusters Score -1.609828e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -16098072.000000 Penalty: 5619.483398
	Iteration 104Q: 3 clusters Score -1.609807e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -16097888.000000 Penalty: 5619.483398
	Iteration 105Q: 3 clusters Score -1.609789e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -16097728.000000 Penalty: 5619.483398
	Iteration 106Q: 3 clusters Score -1.609773e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -16097588.000000 Penalty: 5619.483398
	Iteration 107Q: 3 clusters Score -1.609759e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -16097505.000000 Penalty: 5619.483398
	Iteration 108Q: 3 clusters Score -1.60975e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -16097404.000000 Penalty: 5619.483398
	Iteration 109Q: 3 clusters Score -1.60974e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -16097354.000000 Penalty: 5619.483398
	Iteration 110Q: 3 clusters Score -1.609735e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -16097367.000000 Penalty: 5619.483398
	Iteration 111Q: 3 clusters Score -1.609737e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -16097395.000000 Penalty: 5619.483398
	Iteration 112Q: 3 clusters Score -1.60974e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -16097442.000000 Penalty: 5619.483398
	Iteration 113Q: 3 clusters Score -1.609744e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -16097503.000000 Penalty: 5619.483398
	Iteration 114Q: 3 clusters Score -1.60975e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -16097600.000000 Penalty: 5619.483398
	Iteration 115Q: 3 clusters Score -1.60976e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -16097706.000000 Penalty: 5619.483398
	Iteration 116Q: 3 clusters Score -1.609771e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -16097815.000000 Penalty: 5619.483398
	Iteration 117Q: 3 clusters Score -1.609782e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -16097941.000000 Penalty: 5619.483398
	Iteration 118Q: 3 clusters Score -1.609794e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -16098129.000000 Penalty: 5619.483398
	Iteration 119Q: 3 clusters Score -1.609813e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -16098402.000000 Penalty: 5619.483398
	Iteration 120F: 3 clusters Score -1.60984e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -16098612.000000 Penalty: 5619.483398
	Iteration 121Q: 3 clusters Score -1.609861e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -16098960.000000 Penalty: 5619.483398
	Iteration 122Q: 3 clusters Score -1.609896e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -16099385.000000 Penalty: 5619.483398
	Iteration 123Q: 3 clusters Score -1.609938e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -16099761.000000 Penalty: 5619.483398
	Iteration 124Q: 3 clusters Score -1.609976e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -16100106.000000 Penalty: 5619.483398
	Iteration 125Q: 3 clusters Score -1.610011e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -16100483.000000 Penalty: 5619.483398
	Iteration 126Q: 3 clusters Score -1.610048e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -16100711.000000 Penalty: 5619.483398
	Iteration 127Q: 3 clusters Score -1.610071e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -16100895.000000 Penalty: 5619.483398
	Iteration 128Q: 3 clusters Score -1.61009e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -16101091.000000 Penalty: 5619.483398
	Iteration 129Q: 3 clusters Score -1.610109e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -16101167.000000 Penalty: 5619.483398
	Iteration 130Q: 3 clusters Score -1.610117e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -16101182.000000 Penalty: 5619.483398
	Iteration 131Q: 3 clusters Score -1.610118e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -16101235.000000 Penalty: 5619.483398
	Iteration 132Q: 3 clusters Score -1.610124e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -16101291.000000 Penalty: 5619.483398
	Iteration 133Q: 3 clusters Score -1.610129e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -16101291.000000 Penalty: 5619.483398
	Iteration 134Q: 3 clusters Score -1.610129e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -16101308.000000 Penalty: 5619.483398
	Iteration 135Q: 3 clusters Score -1.610131e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -16101274.000000 Penalty: 5619.483398
	Iteration 136Q: 3 clusters Score -1.610127e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -16101337.000000 Penalty: 5619.483398
	Iteration 137Q: 3 clusters Score -1.610134e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -16101381.000000 Penalty: 5619.483398
	Iteration 138Q: 3 clusters Score -1.610138e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -16101401.000000 Penalty: 5619.483398
	Iteration 139Q: 3 clusters Score -1.61014e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -16101397.000000 Penalty: 5619.483398
	Iteration 140F: 3 clusters Score -1.61014e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -16101325.000000 Penalty: 5619.483398
	Iteration 141Q: 3 clusters Score -1.610132e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -16101305.000000 Penalty: 5619.483398
	Iteration 142Q: 3 clusters Score -1.61013e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -16101197.000000 Penalty: 5619.483398
	Iteration 143Q: 3 clusters Score -1.61012e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -16101041.000000 Penalty: 5619.483398
	Iteration 144Q: 3 clusters Score -1.610104e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -16100937.000000 Penalty: 5619.483398
	Iteration 145Q: 3 clusters Score -1.610094e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -16100778.000000 Penalty: 5619.483398
	Iteration 146Q: 3 clusters Score -1.610078e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -16100574.000000 Penalty: 5619.483398
	Iteration 147Q: 3 clusters Score -1.610057e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -16100281.000000 Penalty: 5619.483398
	Iteration 148Q: 3 clusters Score -1.610028e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -16100048.000000 Penalty: 5619.483398
	Iteration 149Q: 3 clusters Score -1.610005e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -16099876.000000 Penalty: 5619.483398
	Iteration 150Q: 3 clusters Score -1.609988e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -16099604.000000 Penalty: 5619.483398
	Iteration 151Q: 3 clusters Score -1.60996e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -16099318.000000 Penalty: 5619.483398
	Iteration 152Q: 3 clusters Score -1.609932e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -16099110.000000 Penalty: 5619.483398
	Iteration 153Q: 3 clusters Score -1.609911e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -16098971.000000 Penalty: 5619.483398
	Iteration 154Q: 3 clusters Score -1.609897e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -16098827.000000 Penalty: 5619.483398
	Iteration 155Q: 3 clusters Score -1.609883e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -16098736.000000 Penalty: 5619.483398
	Iteration 156Q: 3 clusters Score -1.609874e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -16098715.000000 Penalty: 5619.483398
	Iteration 157Q: 3 clusters Score -1.609872e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -16098696.000000 Penalty: 5619.483398
	Iteration 158Q: 3 clusters Score -1.60987e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -16098769.000000 Penalty: 5619.483398
	Iteration 159Q: 3 clusters Score -1.609877e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -16098854.000000 Penalty: 5619.483398
	Iteration 160F: 3 clusters Score -1.609885e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -16098878.000000 Penalty: 5619.483398
	Iteration 161Q: 3 clusters Score -1.609888e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -16098973.000000 Penalty: 5619.483398
	Iteration 162Q: 3 clusters Score -1.609897e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -16099124.000000 Penalty: 5619.483398
	Iteration 163Q: 3 clusters Score -1.609912e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -16099348.000000 Penalty: 5619.483398
	Iteration 164Q: 3 clusters Score -1.609935e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -16099552.000000 Penalty: 5619.483398
	Iteration 165Q: 3 clusters Score -1.609955e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -16099780.000000 Penalty: 5619.483398
	Iteration 166Q: 3 clusters Score -1.609978e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -16100077.000000 Penalty: 5619.483398
	Iteration 167Q: 3 clusters Score -1.610008e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -16100279.000000 Penalty: 5619.483398
	Iteration 168Q: 3 clusters Score -1.610028e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -16100567.000000 Penalty: 5619.483398
	Iteration 169Q: 3 clusters Score -1.610057e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -16100748.000000 Penalty: 5619.483398
	Iteration 170Q: 3 clusters Score -1.610075e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -16100929.000000 Penalty: 5619.483398
	Iteration 171Q: 3 clusters Score -1.610093e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -16101047.000000 Penalty: 5619.483398
	Iteration 172Q: 3 clusters Score -1.610105e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -16101198.000000 Penalty: 5619.483398
	Iteration 173Q: 3 clusters Score -1.61012e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -16101276.000000 Penalty: 5619.483398
	Iteration 174Q: 3 clusters Score -1.610128e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -16101296.000000 Penalty: 5619.483398
	Iteration 175Q: 3 clusters Score -1.61013e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -16101304.000000 Penalty: 5619.483398
	Iteration 176Q: 3 clusters Score -1.61013e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -16101355.000000 Penalty: 5619.483398
	Iteration 177Q: 3 clusters Score -1.610136e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -16101330.000000 Penalty: 5619.483398
	Iteration 178Q: 3 clusters Score -1.610133e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -16101298.000000 Penalty: 5619.483398
	Iteration 179Q: 3 clusters Score -1.61013e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -16101317.000000 Penalty: 5619.483398
	Iteration 180F: 3 clusters Score -1.610132e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -16101340.000000 Penalty: 5619.483398
	Iteration 181Q: 3 clusters Score -1.610134e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -16101372.000000 Penalty: 5619.483398
	Iteration 182Q: 3 clusters Score -1.610137e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -16101326.000000 Penalty: 5619.483398
	Iteration 183Q: 3 clusters Score -1.610133e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -16101340.000000 Penalty: 5619.483398
	Iteration 184Q: 3 clusters Score -1.610134e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -16101290.000000 Penalty: 5619.483398
	Iteration 185Q: 3 clusters Score -1.610129e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -16101165.000000 Penalty: 5619.483398
	Iteration 186Q: 3 clusters Score -1.610116e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -16101041.000000 Penalty: 5619.483398
	Iteration 187Q: 3 clusters Score -1.610104e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -16100995.000000 Penalty: 5619.483398
	Iteration 188Q: 3 clusters Score -1.6101e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -16100829.000000 Penalty: 5619.483398
	Iteration 189Q: 3 clusters Score -1.610083e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -16100600.000000 Penalty: 5619.483398
	Iteration 190Q: 3 clusters Score -1.61006e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -16100317.000000 Penalty: 5619.483398
	Iteration 191Q: 3 clusters Score -1.610032e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -16100061.000000 Penalty: 5619.483398
	Iteration 192Q: 3 clusters Score -1.610006e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -16099869.000000 Penalty: 5619.483398
	Iteration 193Q: 3 clusters Score -1.609987e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -16099660.000000 Penalty: 5619.483398
	Iteration 194Q: 3 clusters Score -1.609966e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -16099352.000000 Penalty: 5619.483398
	Iteration 195Q: 3 clusters Score -1.609935e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -16099133.000000 Penalty: 5619.483398
	Iteration 196Q: 3 clusters Score -1.609913e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -16098967.000000 Penalty: 5619.483398
	Iteration 197Q: 3 clusters Score -1.609897e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -16098849.000000 Penalty: 5619.483398
	Iteration 198Q: 3 clusters Score -1.609885e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -16098716.000000 Penalty: 5619.483398
	Iteration 199Q: 3 clusters Score -1.609872e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -16098631.000000 Penalty: 5619.483398
	Iteration 200F: 3 clusters Score -1.609863e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -16098658.000000 Penalty: 5619.483398
	Iteration 201Q: 3 clusters Score -1.609866e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -16098623.000000 Penalty: 5619.483398
	Iteration 202Q: 3 clusters Score -1.609862e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -16098649.000000 Penalty: 5619.483398
	Iteration 203Q: 3 clusters Score -1.609865e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -16098675.000000 Penalty: 5619.483398
	Iteration 204Q: 3 clusters Score -1.609868e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -16098763.000000 Penalty: 5619.483398
	Iteration 205Q: 3 clusters Score -1.609876e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -16098817.000000 Penalty: 5619.483398
	Iteration 206Q: 3 clusters Score -1.609882e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -16098922.000000 Penalty: 5619.483398
	Iteration 207Q: 3 clusters Score -1.609892e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -16099085.000000 Penalty: 5619.483398
	Iteration 208Q: 3 clusters Score -1.609908e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -16099354.000000 Penalty: 5619.483398
	Iteration 209Q: 3 clusters Score -1.609935e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -16099591.000000 Penalty: 5619.483398
	Iteration 210Q: 3 clusters Score -1.609959e+07 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -16099804.000000 Penalty: 5619.483398
	Iteration 211Q: 3 clusters Score -1.60998e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -16100101.000000 Penalty: 5619.483398
	Iteration 212Q: 3 clusters Score -1.61001e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -16100346.000000 Penalty: 5619.483398
	Iteration 213Q: 3 clusters Score -1.610035e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -16100584.000000 Penalty: 5619.483398
	Iteration 214Q: 3 clusters Score -1.610058e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -16100810.000000 Penalty: 5619.483398
	Iteration 215Q: 3 clusters Score -1.610081e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -16100948.000000 Penalty: 5619.483398
	Iteration 216Q: 3 clusters Score -1.610095e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -16101126.000000 Penalty: 5619.483398
	Iteration 217Q: 3 clusters Score -1.610113e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -16101223.000000 Penalty: 5619.483398
	Iteration 218Q: 3 clusters Score -1.610122e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -16101282.000000 Penalty: 5619.483398
	Iteration 219Q: 3 clusters Score -1.610128e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -16101295.000000 Penalty: 5619.483398
	Iteration 220F: 3 clusters Score -1.61013e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -16101326.000000 Penalty: 5619.483398
	Iteration 221Q: 3 clusters Score -1.610133e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -16101351.000000 Penalty: 5619.483398
	Iteration 222Q: 3 clusters Score -1.610135e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -16101319.000000 Penalty: 5619.483398
	Iteration 223Q: 3 clusters Score -1.610132e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -16101294.000000 Penalty: 5619.483398
	Iteration 224Q: 3 clusters Score -1.610129e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -16101322.000000 Penalty: 5619.483398
	Iteration 225Q: 3 clusters Score -1.610132e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -16101378.000000 Penalty: 5619.483398
	Iteration 226Q: 3 clusters Score -1.610138e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -16101389.000000 Penalty: 5619.483398
	Iteration 227Q: 3 clusters Score -1.610139e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -16101358.000000 Penalty: 5619.483398
	Iteration 228Q: 3 clusters Score -1.610136e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -16101327.000000 Penalty: 5619.483398
	Iteration 229Q: 3 clusters Score -1.610133e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -16101238.000000 Penalty: 5619.483398
	Iteration 230Q: 3 clusters Score -1.610124e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -16101129.000000 Penalty: 5619.483398
	Iteration 231Q: 3 clusters Score -1.610113e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -16101033.000000 Penalty: 5619.483398
	Iteration 232Q: 3 clusters Score -1.610103e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -16100912.000000 Penalty: 5619.483398
	Iteration 233Q: 3 clusters Score -1.610091e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -16100661.000000 Penalty: 5619.483398
	Iteration 234Q: 3 clusters Score -1.610066e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -16100400.000000 Penalty: 5619.483398
	Iteration 235Q: 3 clusters Score -1.61004e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -16100106.000000 Penalty: 5619.483398
	Iteration 236Q: 3 clusters Score -1.610011e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -16099918.000000 Penalty: 5619.483398
	Iteration 237Q: 3 clusters Score -1.609992e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -16099713.000000 Penalty: 5619.483398
	Iteration 238Q: 3 clusters Score -1.609971e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -16099370.000000 Penalty: 5619.483398
	Iteration 239Q: 3 clusters Score -1.609937e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -16099193.000000 Penalty: 5619.483398
	Iteration 240F: 3 clusters Score -1.609919e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -16099029.000000 Penalty: 5619.483398
	Iteration 241Q: 3 clusters Score -1.609903e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -16098870.000000 Penalty: 5619.483398
	Iteration 242Q: 3 clusters Score -1.609887e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -16098763.000000 Penalty: 5619.483398
	Iteration 243Q: 3 clusters Score -1.609876e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -16098714.000000 Penalty: 5619.483398
	Iteration 244Q: 3 clusters Score -1.609871e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -16098689.000000 Penalty: 5619.483398
	Iteration 245Q: 3 clusters Score -1.609869e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -16098690.000000 Penalty: 5619.483398
	Iteration 246Q: 3 clusters Score -1.609869e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -16098760.000000 Penalty: 5619.483398
	Iteration 247Q: 3 clusters Score -1.609876e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -16098828.000000 Penalty: 5619.483398
	Iteration 248Q: 3 clusters Score -1.609883e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -16098952.000000 Penalty: 5619.483398
	Iteration 249Q: 3 clusters Score -1.609895e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -16099036.000000 Penalty: 5619.483398
	Iteration 250Q: 3 clusters Score -1.609904e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -16099193.000000 Penalty: 5619.483398
	Iteration 251Q: 3 clusters Score -1.609919e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -16099482.000000 Penalty: 5619.483398
	Iteration 252Q: 3 clusters Score -1.609948e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -16099640.000000 Penalty: 5619.483398
	Iteration 253Q: 3 clusters Score -1.609964e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -16099874.000000 Penalty: 5619.483398
	Iteration 254Q: 3 clusters Score -1.609987e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -16100131.000000 Penalty: 5619.483398
	Iteration 255Q: 3 clusters Score -1.610013e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -16100378.000000 Penalty: 5619.483398
	Iteration 256Q: 3 clusters Score -1.610038e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -16100603.000000 Penalty: 5619.483398
	Iteration 257Q: 3 clusters Score -1.61006e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -16100783.000000 Penalty: 5619.483398
	Iteration 258Q: 3 clusters Score -1.610078e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -16100959.000000 Penalty: 5619.483398
	Iteration 259Q: 3 clusters Score -1.610096e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -16101175.000000 Penalty: 5619.483398
	Iteration 260F: 3 clusters Score -1.610118e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -16101260.000000 Penalty: 5619.483398
	Iteration 261Q: 3 clusters Score -1.610126e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -16101277.000000 Penalty: 5619.483398
	Iteration 262Q: 3 clusters Score -1.610128e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -16101312.000000 Penalty: 5619.483398
	Iteration 263Q: 3 clusters Score -1.610131e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -16101338.000000 Penalty: 5619.483398
	Iteration 264Q: 3 clusters Score -1.610134e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -16101339.000000 Penalty: 5619.483398
	Iteration 265Q: 3 clusters Score -1.610134e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -16101318.000000 Penalty: 5619.483398
	Iteration 266Q: 3 clusters Score -1.610132e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -16101314.000000 Penalty: 5619.483398
	Iteration 267Q: 3 clusters Score -1.610131e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -16101335.000000 Penalty: 5619.483398
	Iteration 268Q: 3 clusters Score -1.610134e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -16101393.000000 Penalty: 5619.483398
	Iteration 269Q: 3 clusters Score -1.610139e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -16101384.000000 Penalty: 5619.483398
	Iteration 270Q: 3 clusters Score -1.610138e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -16101327.000000 Penalty: 5619.483398
	Iteration 271Q: 3 clusters Score -1.610133e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -16101334.000000 Penalty: 5619.483398
	Iteration 272Q: 3 clusters Score -1.610133e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -16101217.000000 Penalty: 5619.483398
	Iteration 273Q: 3 clusters Score -1.610122e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -16101146.000000 Penalty: 5619.483398
	Iteration 274Q: 3 clusters Score -1.610115e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -16101029.000000 Penalty: 5619.483398
	Iteration 275Q: 3 clusters Score -1.610103e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -16100939.000000 Penalty: 5619.483398
	Iteration 276Q: 3 clusters Score -1.610094e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -16100719.000000 Penalty: 5619.483398
	Iteration 277Q: 3 clusters Score -1.610072e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -16100457.000000 Penalty: 5619.483398
	Iteration 278Q: 3 clusters Score -1.610046e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -16100182.000000 Penalty: 5619.483398
	Iteration 279Q: 3 clusters Score -1.610018e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -16099955.000000 Penalty: 5619.483398
	Iteration 280F: 3 clusters Score -1.609996e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -16099775.000000 Penalty: 5619.483398
	Iteration 281Q: 3 clusters Score -1.609978e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -16099407.000000 Penalty: 5619.483398
	Iteration 282Q: 3 clusters Score -1.609941e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -16099176.000000 Penalty: 5619.483398
	Iteration 283Q: 3 clusters Score -1.609918e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -16099004.000000 Penalty: 5619.483398
	Iteration 284Q: 3 clusters Score -1.6099e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -16098895.000000 Penalty: 5619.483398
	Iteration 285Q: 3 clusters Score -1.60989e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -16098693.000000 Penalty: 5619.483398
	Iteration 286Q: 3 clusters Score -1.609869e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -16098570.000000 Penalty: 5619.483398
	Iteration 287Q: 3 clusters Score -1.609857e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -16098600.000000 Penalty: 5619.483398
	Iteration 288Q: 3 clusters Score -1.60986e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -16098515.000000 Penalty: 5619.483398
	Iteration 289Q: 3 clusters Score -1.609852e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -16098511.000000 Penalty: 5619.483398
	Iteration 290Q: 3 clusters Score -1.609851e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -16098520.000000 Penalty: 5619.483398
	Iteration 291Q: 3 clusters Score -1.609852e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -16098518.000000 Penalty: 5619.483398
	Iteration 292Q: 3 clusters Score -1.609852e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -16098593.000000 Penalty: 5619.483398
	Iteration 293Q: 3 clusters Score -1.609859e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -16098700.000000 Penalty: 5619.483398
	Iteration 294Q: 3 clusters Score -1.60987e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -16098831.000000 Penalty: 5619.483398
	Iteration 295Q: 3 clusters Score -1.609883e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -16099011.000000 Penalty: 5619.483398
	Iteration 296Q: 3 clusters Score -1.609901e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -16099373.000000 Penalty: 5619.483398
	Iteration 297Q: 3 clusters Score -1.609937e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -16099673.000000 Penalty: 5619.483398
	Iteration 298Q: 3 clusters Score -1.609967e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -16099987.000000 Penalty: 5619.483398
	Iteration 299Q: 3 clusters Score -1.609999e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -16100257.000000 Penalty: 5619.483398
	Iteration 300F: 3 clusters Score -1.610026e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -16100523.000000 Penalty: 5619.483398
	Iteration 301Q: 3 clusters Score -1.610052e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -16100747.000000 Penalty: 5619.483398
	Iteration 302Q: 3 clusters Score -1.610075e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -16100925.000000 Penalty: 5619.483398
	Iteration 303Q: 3 clusters Score -1.610092e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -16101037.000000 Penalty: 5619.483398
	Iteration 304Q: 3 clusters Score -1.610104e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -16101235.000000 Penalty: 5619.483398
	Iteration 305Q: 3 clusters Score -1.610124e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -16101259.000000 Penalty: 5619.483398
	Iteration 306Q: 3 clusters Score -1.610126e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -16101287.000000 Penalty: 5619.483398
	Iteration 307Q: 3 clusters Score -1.610129e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -16101314.000000 Penalty: 5619.483398
	Iteration 308Q: 3 clusters Score -1.610131e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -16101327.000000 Penalty: 5619.483398
	Iteration 309Q: 3 clusters Score -1.610133e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -16101282.000000 Penalty: 5619.483398
	Iteration 310Q: 3 clusters Score -1.610128e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -16101308.000000 Penalty: 5619.483398
	Iteration 311Q: 3 clusters Score -1.610131e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -16101338.000000 Penalty: 5619.483398
	Iteration 312Q: 3 clusters Score -1.610134e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -16101389.000000 Penalty: 5619.483398
	Iteration 313Q: 3 clusters Score -1.610139e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -16101392.000000 Penalty: 5619.483398
	Iteration 314Q: 3 clusters Score -1.610139e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -16101381.000000 Penalty: 5619.483398
	Iteration 315Q: 3 clusters Score -1.610138e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -16101340.000000 Penalty: 5619.483398
	Iteration 316Q: 3 clusters Score -1.610134e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -16101310.000000 Penalty: 5619.483398
	Iteration 317Q: 3 clusters Score -1.610131e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -16101171.000000 Penalty: 5619.483398
	Iteration 318Q: 3 clusters Score -1.610117e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -16101044.000000 Penalty: 5619.483398
	Iteration 319Q: 3 clusters Score -1.610104e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -16100951.000000 Penalty: 5619.483398
	Iteration 320F: 3 clusters Score -1.610095e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -16100812.000000 Penalty: 5619.483398
	Iteration 321Q: 3 clusters Score -1.610081e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -16100595.000000 Penalty: 5619.483398
	Iteration 322Q: 3 clusters Score -1.61006e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -16100302.000000 Penalty: 5619.483398
	Iteration 323Q: 3 clusters Score -1.61003e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -16100010.000000 Penalty: 5619.483398
	Iteration 324Q: 3 clusters Score -1.610001e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -16099831.000000 Penalty: 5619.483398
	Iteration 325Q: 3 clusters Score -1.609983e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -16099571.000000 Penalty: 5619.483398
	Iteration 326Q: 3 clusters Score -1.609957e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -16099247.000000 Penalty: 5619.483398
	Iteration 327Q: 3 clusters Score -1.609925e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -16099038.000000 Penalty: 5619.483398
	Iteration 328Q: 3 clusters Score -1.609904e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -16098867.000000 Penalty: 5619.483398
	Iteration 329Q: 3 clusters Score -1.609887e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -16098711.000000 Penalty: 5619.483398
	Iteration 330Q: 3 clusters Score -1.609871e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -16098612.000000 Penalty: 5619.483398
	Iteration 331Q: 3 clusters Score -1.609861e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -16098551.000000 Penalty: 5619.483398
	Iteration 332Q: 3 clusters Score -1.609855e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -16098524.000000 Penalty: 5619.483398
	Iteration 333Q: 3 clusters Score -1.609852e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -16098480.000000 Penalty: 5619.483398
	Iteration 334Q: 3 clusters Score -1.609848e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -16098462.000000 Penalty: 5619.483398
	Iteration 335Q: 3 clusters Score -1.609846e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -16098469.000000 Penalty: 5619.483398
	Iteration 336Q: 3 clusters Score -1.609847e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -16098475.000000 Penalty: 5619.483398
	Iteration 337Q: 3 clusters Score -1.609848e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -16098582.000000 Penalty: 5619.483398
	Iteration 338Q: 3 clusters Score -1.609858e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -16098686.000000 Penalty: 5619.483398
	Iteration 339Q: 3 clusters Score -1.609869e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -16098814.000000 Penalty: 5619.483398
	Iteration 340F: 3 clusters Score -1.609881e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -16099053.000000 Penalty: 5619.483398
	Iteration 341Q: 3 clusters Score -1.609905e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -16099340.000000 Penalty: 5619.483398
	Iteration 342Q: 3 clusters Score -1.609934e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -16099636.000000 Penalty: 5619.483398
	Iteration 343Q: 3 clusters Score -1.609964e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -16100012.000000 Penalty: 5619.483398
	Iteration 344Q: 3 clusters Score -1.610001e+07 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -16100329.000000 Penalty: 5619.483398
	Iteration 345Q: 3 clusters Score -1.610033e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -16100555.000000 Penalty: 5619.483398
	Iteration 346Q: 3 clusters Score -1.610056e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -16100766.000000 Penalty: 5619.483398
	Iteration 347Q: 3 clusters Score -1.610077e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -16100953.000000 Penalty: 5619.483398
	Iteration 348Q: 3 clusters Score -1.610095e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -16101084.000000 Penalty: 5619.483398
	Iteration 349Q: 3 clusters Score -1.610108e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -16101239.000000 Penalty: 5619.483398
	Iteration 350Q: 3 clusters Score -1.610124e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -16101229.000000 Penalty: 5619.483398
	Iteration 351Q: 3 clusters Score -1.610123e+07 nChanged 673
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -16101244.000000 Penalty: 5619.483398
	Iteration 352Q: 3 clusters Score -1.610124e+07 nChanged 611
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -16101293.000000 Penalty: 5619.483398
	Iteration 353Q: 3 clusters Score -1.610129e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -16101315.000000 Penalty: 5619.483398
	Iteration 354Q: 3 clusters Score -1.610132e+07 nChanged 439
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -16101267.000000 Penalty: 5619.483398
	Iteration 355Q: 3 clusters Score -1.610127e+07 nChanged 368
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -16101301.000000 Penalty: 5619.483398
	Iteration 356Q: 3 clusters Score -1.61013e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -16101322.000000 Penalty: 5619.483398
	Iteration 357Q: 3 clusters Score -1.610132e+07 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -16101402.000000 Penalty: 5619.483398
	Iteration 358Q: 3 clusters Score -1.61014e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -16101380.000000 Penalty: 5619.483398
	Iteration 359Q: 3 clusters Score -1.610138e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -16101351.000000 Penalty: 5619.483398
	Iteration 360F: 3 clusters Score -1.610135e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -16101341.000000 Penalty: 5619.483398
	Iteration 361Q: 3 clusters Score -1.610134e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -16101264.000000 Penalty: 5619.483398
	Iteration 362Q: 3 clusters Score -1.610126e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -16101152.000000 Penalty: 5619.483398
	Iteration 363Q: 3 clusters Score -1.610115e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -16101028.000000 Penalty: 5619.483398
	Iteration 364Q: 3 clusters Score -1.610103e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -16100923.000000 Penalty: 5619.483398
	Iteration 365Q: 3 clusters Score -1.610092e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -16100748.000000 Penalty: 5619.483398
	Iteration 366Q: 3 clusters Score -1.610075e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -16100496.000000 Penalty: 5619.483398
	Iteration 367Q: 3 clusters Score -1.61005e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -16100227.000000 Penalty: 5619.483398
	Iteration 368Q: 3 clusters Score -1.610023e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -16099972.000000 Penalty: 5619.483398
	Iteration 369Q: 3 clusters Score -1.609997e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -16099789.000000 Penalty: 5619.483398
	Iteration 370Q: 3 clusters Score -1.609979e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -16099469.000000 Penalty: 5619.483398
	Iteration 371Q: 3 clusters Score -1.609947e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -16099228.000000 Penalty: 5619.483398
	Iteration 372Q: 3 clusters Score -1.609923e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -16098994.000000 Penalty: 5619.483398
	Iteration 373Q: 3 clusters Score -1.609899e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -16098807.000000 Penalty: 5619.483398
	Iteration 374Q: 3 clusters Score -1.609881e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -16098649.000000 Penalty: 5619.483398
	Iteration 375Q: 3 clusters Score -1.609865e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -16098570.000000 Penalty: 5619.483398
	Iteration 376Q: 3 clusters Score -1.609857e+07 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -16098541.000000 Penalty: 5619.483398
	Iteration 377Q: 3 clusters Score -1.609854e+07 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -16098482.000000 Penalty: 5619.483398
	Iteration 378Q: 3 clusters Score -1.609848e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -16098449.000000 Penalty: 5619.483398
	Iteration 379Q: 3 clusters Score -1.609845e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -16098465.000000 Penalty: 5619.483398
	Iteration 380F: 3 clusters Score -1.609846e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -16098549.000000 Penalty: 5619.483398
	Iteration 381Q: 3 clusters Score -1.609855e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -16098605.000000 Penalty: 5619.483398
	Iteration 382Q: 3 clusters Score -1.60986e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -16098718.000000 Penalty: 5619.483398
	Iteration 383Q: 3 clusters Score -1.609872e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -16098880.000000 Penalty: 5619.483398
	Iteration 384Q: 3 clusters Score -1.609888e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -16099135.000000 Penalty: 5619.483398
	Iteration 385Q: 3 clusters Score -1.609914e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -16099434.000000 Penalty: 5619.483398
	Iteration 386Q: 3 clusters Score -1.609943e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -16099688.000000 Penalty: 5619.483398
	Iteration 387Q: 3 clusters Score -1.609969e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -16100043.000000 Penalty: 5619.483398
	Iteration 388Q: 3 clusters Score -1.610004e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -16100301.000000 Penalty: 5619.483398
	Iteration 389Q: 3 clusters Score -1.61003e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -16100543.000000 Penalty: 5619.483398
	Iteration 390Q: 3 clusters Score -1.610054e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -16100782.000000 Penalty: 5619.483398
	Iteration 391Q: 3 clusters Score -1.610078e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -16100995.000000 Penalty: 5619.483398
	Iteration 392Q: 3 clusters Score -1.6101e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -16101056.000000 Penalty: 5619.483398
	Iteration 393Q: 3 clusters Score -1.610106e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -16101224.000000 Penalty: 5619.483398
	Iteration 394Q: 3 clusters Score -1.610122e+07 nChanged 574
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -16101254.000000 Penalty: 5619.483398
	Iteration 395Q: 3 clusters Score -1.610125e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -16101245.000000 Penalty: 5619.483398
	Iteration 396Q: 3 clusters Score -1.610124e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -16101310.000000 Penalty: 5619.483398
	Iteration 397Q: 3 clusters Score -1.610131e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -16101345.000000 Penalty: 5619.483398
	Iteration 398Q: 3 clusters Score -1.610134e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -16101289.000000 Penalty: 5619.483398
	Iteration 399Q: 3 clusters Score -1.610129e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -16101323.000000 Penalty: 5619.483398
	Iteration 400F: 3 clusters Score -1.610132e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -16101314.000000 Penalty: 5619.483398
	Iteration 401Q: 3 clusters Score -1.610131e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -16101372.000000 Penalty: 5619.483398
	Iteration 402Q: 3 clusters Score -1.610137e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -16101387.000000 Penalty: 5619.483398
	Iteration 403Q: 3 clusters Score -1.610139e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -16101334.000000 Penalty: 5619.483398
	Iteration 404Q: 3 clusters Score -1.610133e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -16101310.000000 Penalty: 5619.483398
	Iteration 405Q: 3 clusters Score -1.610131e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -16101281.000000 Penalty: 5619.483398
	Iteration 406Q: 3 clusters Score -1.610128e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -16101192.000000 Penalty: 5619.483398
	Iteration 407Q: 3 clusters Score -1.610119e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -16101053.000000 Penalty: 5619.483398
	Iteration 408Q: 3 clusters Score -1.610105e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -16100959.000000 Penalty: 5619.483398
	Iteration 409Q: 3 clusters Score -1.610096e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -16100812.000000 Penalty: 5619.483398
	Iteration 410Q: 3 clusters Score -1.610081e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -16100569.000000 Penalty: 5619.483398
	Iteration 411Q: 3 clusters Score -1.610057e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -16100322.000000 Penalty: 5619.483398
	Iteration 412Q: 3 clusters Score -1.610032e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -16100023.000000 Penalty: 5619.483398
	Iteration 413Q: 3 clusters Score -1.610002e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -16099808.000000 Penalty: 5619.483398
	Iteration 414Q: 3 clusters Score -1.609981e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -16099541.000000 Penalty: 5619.483398
	Iteration 415Q: 3 clusters Score -1.609954e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -16099260.000000 Penalty: 5619.483398
	Iteration 416Q: 3 clusters Score -1.609926e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -16099014.000000 Penalty: 5619.483398
	Iteration 417Q: 3 clusters Score -1.609901e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -16098853.000000 Penalty: 5619.483398
	Iteration 418Q: 3 clusters Score -1.609885e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -16098670.000000 Penalty: 5619.483398
	Iteration 419Q: 3 clusters Score -1.609867e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -16098525.000000 Penalty: 5619.483398
	Iteration 420F: 3 clusters Score -1.609852e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -16098410.000000 Penalty: 5619.483398
	Iteration 421Q: 3 clusters Score -1.609841e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -16098278.000000 Penalty: 5619.483398
	Iteration 422Q: 3 clusters Score -1.609828e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -16098184.000000 Penalty: 5619.483398
	Iteration 423Q: 3 clusters Score -1.609818e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -16098131.000000 Penalty: 5619.483398
	Iteration 424Q: 3 clusters Score -1.609813e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -16098035.000000 Penalty: 5619.483398
	Iteration 425Q: 3 clusters Score -1.609804e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -16097985.000000 Penalty: 5619.483398
	Iteration 426Q: 3 clusters Score -1.609798e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -16098039.000000 Penalty: 5619.483398
	Iteration 427Q: 3 clusters Score -1.609804e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -16098037.000000 Penalty: 5619.483398
	Iteration 428Q: 3 clusters Score -1.609804e+07 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -1.609812e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
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	Iteration 430Q: 3 clusters Score -1.609823e+07 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -16098404.000000 Penalty: 5619.483398
	Iteration 431Q: 3 clusters Score -1.60984e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -16098626.000000 Penalty: 5619.483398
	Iteration 432Q: 3 clusters Score -1.609863e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -16098858.000000 Penalty: 5619.483398
	Iteration 433Q: 3 clusters Score -1.609886e+07 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -16099141.000000 Penalty: 5619.483398
	Iteration 434Q: 3 clusters Score -1.609914e+07 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
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	Iteration 435Q: 3 clusters Score -1.609948e+07 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -16099711.000000 Penalty: 5619.483398
	Iteration 436Q: 3 clusters Score -1.609971e+07 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -16100117.000000 Penalty: 5619.483398
	Iteration 437Q: 3 clusters Score -1.610012e+07 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
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	Iteration 438Q: 3 clusters Score -1.610042e+07 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
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	Iteration 439Q: 3 clusters Score -1.610067e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -16100815.000000 Penalty: 5619.483398
	Iteration 440F: 3 clusters Score -1.610082e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
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	Iteration 441Q: 3 clusters Score -1.610098e+07 nChanged 568
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -16101141.000000 Penalty: 5619.483398
	Iteration 442Q: 3 clusters Score -1.610114e+07 nChanged 611
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -16101226.000000 Penalty: 5619.483398
	Iteration 443Q: 3 clusters Score -1.610123e+07 nChanged 665
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -16101253.000000 Penalty: 5619.483398
	Iteration 444Q: 3 clusters Score -1.610125e+07 nChanged 643
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -16101267.000000 Penalty: 5619.483398
	Iteration 445Q: 3 clusters Score -1.610127e+07 nChanged 601
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -16101310.000000 Penalty: 5619.483398
	Iteration 446Q: 3 clusters Score -1.610131e+07 nChanged 555
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -16101291.000000 Penalty: 5619.483398
	Iteration 447Q: 3 clusters Score -1.610129e+07 nChanged 432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
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	Iteration 448Q: 3 clusters Score -1.610125e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -16101282.000000 Penalty: 5619.483398
	Iteration 449Q: 3 clusters Score -1.610128e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -16101372.000000 Penalty: 5619.483398
	Iteration 450Q: 3 clusters Score -1.610137e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -16101414.000000 Penalty: 5619.483398
	Iteration 451Q: 3 clusters Score -1.610141e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -16101401.000000 Penalty: 5619.483398
	Iteration 452Q: 3 clusters Score -1.61014e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -16101344.000000 Penalty: 5619.483398
	Iteration 453Q: 3 clusters Score -1.610134e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -16101330.000000 Penalty: 5619.483398
	Iteration 454Q: 3 clusters Score -1.610133e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -16101240.000000 Penalty: 5619.483398
	Iteration 455Q: 3 clusters Score -1.610124e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -16101136.000000 Penalty: 5619.483398
	Iteration 456Q: 3 clusters Score -1.610114e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -16101028.000000 Penalty: 5619.483398
	Iteration 457Q: 3 clusters Score -1.610103e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -16100936.000000 Penalty: 5619.483398
	Iteration 458Q: 3 clusters Score -1.610094e+07 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -16100761.000000 Penalty: 5619.483398
	Iteration 459Q: 3 clusters Score -1.610076e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -16100519.000000 Penalty: 5619.483398
	Iteration 460F: 3 clusters Score -1.610052e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -16100230.000000 Penalty: 5619.483398
	Iteration 461Q: 3 clusters Score -1.610023e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -16099960.000000 Penalty: 5619.483398
	Iteration 462Q: 3 clusters Score -1.609996e+07 nChanged 429
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -16099733.000000 Penalty: 5619.483398
	Iteration 463Q: 3 clusters Score -1.609973e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -16099432.000000 Penalty: 5619.483398
	Iteration 464Q: 3 clusters Score -1.609943e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -16099164.000000 Penalty: 5619.483398
	Iteration 465Q: 3 clusters Score -1.609916e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -16098992.000000 Penalty: 5619.483398
	Iteration 466Q: 3 clusters Score -1.609899e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -16098804.000000 Penalty: 5619.483398
	Iteration 467Q: 3 clusters Score -1.60988e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -16098652.000000 Penalty: 5619.483398
	Iteration 468Q: 3 clusters Score -1.609865e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -16098506.000000 Penalty: 5619.483398
	Iteration 469Q: 3 clusters Score -1.609851e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -16098400.000000 Penalty: 5619.483398
	Iteration 470Q: 3 clusters Score -1.60984e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -16098302.000000 Penalty: 5619.483398
	Iteration 471Q: 3 clusters Score -1.60983e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -16098184.000000 Penalty: 5619.483398
	Iteration 472Q: 3 clusters Score -1.609818e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -16098145.000000 Penalty: 5619.483398
	Iteration 473Q: 3 clusters Score -1.609814e+07 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
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	Iteration 474Q: 3 clusters Score -1.609807e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
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	Iteration 475Q: 3 clusters Score -1.609809e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -16098134.000000 Penalty: 5619.483398
	Iteration 476Q: 3 clusters Score -1.609813e+07 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
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	Iteration 477Q: 3 clusters Score -1.609821e+07 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -16098356.000000 Penalty: 5619.483398
	Iteration 478Q: 3 clusters Score -1.609836e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -16098535.000000 Penalty: 5619.483398
	Iteration 479Q: 3 clusters Score -1.609854e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -16098780.000000 Penalty: 5619.483398
	Iteration 480F: 3 clusters Score -1.609878e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
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	Iteration 481Q: 3 clusters Score -1.609901e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -16099384.000000 Penalty: 5619.483398
	Iteration 482Q: 3 clusters Score -1.609938e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
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	Iteration 483Q: 3 clusters Score -1.609964e+07 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
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	Iteration 484Q: 3 clusters Score -1.610006e+07 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
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	Iteration 485Q: 3 clusters Score -1.610039e+07 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
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	Iteration 486Q: 3 clusters Score -1.61006e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
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	Iteration 487Q: 3 clusters Score -1.610077e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
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	Iteration 488Q: 3 clusters Score -1.6101e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
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	Iteration 489Q: 3 clusters Score -1.610114e+07 nChanged 624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -16101235.000000 Penalty: 5619.483398
	Iteration 490Q: 3 clusters Score -1.610124e+07 nChanged 680
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
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	Iteration 491Q: 3 clusters Score -1.610125e+07 nChanged 671
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
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	Iteration 492Q: 3 clusters Score -1.610128e+07 nChanged 602
Entering Unmasked Mstep 
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Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
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	Iteration 493Q: 3 clusters Score -1.610132e+07 nChanged 558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -16101332.000000 Penalty: 5619.483398
	Iteration 494Q: 3 clusters Score -1.610133e+07 nChanged 452
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
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	Iteration 495Q: 3 clusters Score -1.610129e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -16101292.000000 Penalty: 5619.483398
	Iteration 496Q: 3 clusters Score -1.610129e+07 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
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	Iteration 497Q: 3 clusters Score -1.610136e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
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	Iteration 498Q: 3 clusters Score -1.610142e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -16101424.000000 Penalty: 5619.483398
	Iteration 499Q: 3 clusters Score -1.610142e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -16101369.000000 Penalty: 5619.483398
	Iteration 500F: 3 clusters Score -1.610137e+07 nChanged 259
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 58514 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 67590 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 10 contains 11040 members 
Mstep: Class 11 contains 11628 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 49095 members 
Mstep: Class 15 contains 54327 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 69333 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Entering Unmasked Estep 
Score: -83891728.000000 Penalty: 57954.839844
Splitting cluster 1 changes total score from -83835936.000000 to -83891728.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (58514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Entering Unmasked Estep 
Score: -12455759.000000 Penalty: 2722.301270
	Iteration 0F: 2 clusters Score -1.245576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -12471460.000000 Penalty: 5444.602539
	Iteration 0F: 3 clusters Score -1.247146e+07 nChanged 27230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -12487150.000000 Penalty: 5444.602539
	Iteration 1F: 3 clusters Score -1.248715e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -12486799.000000 Penalty: 5444.602539
	Iteration 2F: 3 clusters Score -1.24868e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -12487338.000000 Penalty: 5444.602539
	Iteration 3F: 3 clusters Score -1.248734e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -12487764.000000 Penalty: 5444.602539
	Iteration 4Q: 3 clusters Score -1.248776e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -12488108.000000 Penalty: 5444.602539
	Iteration 5Q: 3 clusters Score -1.248811e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -12488440.000000 Penalty: 5444.602539
	Iteration 6Q: 3 clusters Score -1.248844e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -12488919.000000 Penalty: 5444.602539
	Iteration 7Q: 3 clusters Score -1.248892e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -12489263.000000 Penalty: 5444.602539
	Iteration 8Q: 3 clusters Score -1.248926e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -12489754.000000 Penalty: 5444.602539
	Iteration 9Q: 3 clusters Score -1.248975e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -12490481.000000 Penalty: 5444.602539
	Iteration 10Q: 3 clusters Score -1.249048e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -12491283.000000 Penalty: 5444.602539
	Iteration 11Q: 3 clusters Score -1.249128e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -12492612.000000 Penalty: 5444.602539
	Iteration 12Q: 3 clusters Score -1.249261e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -12494143.000000 Penalty: 5444.602539
	Iteration 13Q: 3 clusters Score -1.249414e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -12495852.000000 Penalty: 5444.602539
	Iteration 14F: 3 clusters Score -1.249585e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -12496855.000000 Penalty: 5444.602539
	Iteration 15Q: 3 clusters Score -1.249686e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -12497209.000000 Penalty: 5444.602539
	Iteration 16Q: 3 clusters Score -1.249721e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -12497332.000000 Penalty: 5444.602539
	Iteration 17Q: 3 clusters Score -1.249733e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -12497303.000000 Penalty: 5444.602539
	Iteration 18Q: 3 clusters Score -1.24973e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -12497257.000000 Penalty: 5444.602539
	Iteration 19Q: 3 clusters Score -1.249726e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -12497246.000000 Penalty: 5444.602539
	Iteration 20F: 3 clusters Score -1.249725e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -12497236.000000 Penalty: 5444.602539
	Iteration 21Q: 3 clusters Score -1.249724e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -12497263.000000 Penalty: 5444.602539
	Iteration 22Q: 3 clusters Score -1.249726e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -12497255.000000 Penalty: 5444.602539
	Iteration 23Q: 3 clusters Score -1.249726e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -12497290.000000 Penalty: 5444.602539
	Iteration 24Q: 3 clusters Score -1.249729e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -12497355.000000 Penalty: 5444.602539
	Iteration 25Q: 3 clusters Score -1.249736e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -12497409.000000 Penalty: 5444.602539
	Iteration 26Q: 3 clusters Score -1.249741e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -12497455.000000 Penalty: 5444.602539
	Iteration 27Q: 3 clusters Score -1.249746e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -12497507.000000 Penalty: 5444.602539
	Iteration 28Q: 3 clusters Score -1.249751e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -12497555.000000 Penalty: 5444.602539
	Iteration 29Q: 3 clusters Score -1.249756e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -12497634.000000 Penalty: 5444.602539
	Iteration 30Q: 3 clusters Score -1.249763e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -12497673.000000 Penalty: 5444.602539
	Iteration 31Q: 3 clusters Score -1.249767e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -12497738.000000 Penalty: 5444.602539
	Iteration 32Q: 3 clusters Score -1.249774e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -12497718.000000 Penalty: 5444.602539
	Iteration 33Q: 3 clusters Score -1.249772e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -12497754.000000 Penalty: 5444.602539
	Iteration 34Q: 3 clusters Score -1.249775e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -12497809.000000 Penalty: 5444.602539
	Iteration 35Q: 3 clusters Score -1.249781e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -12497784.000000 Penalty: 5444.602539
	Iteration 36Q: 3 clusters Score -1.249778e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -12497830.000000 Penalty: 5444.602539
	Iteration 37Q: 3 clusters Score -1.249783e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -12497867.000000 Penalty: 5444.602539
	Iteration 38Q: 3 clusters Score -1.249787e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -12497899.000000 Penalty: 5444.602539
	Iteration 39Q: 3 clusters Score -1.24979e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -12497924.000000 Penalty: 5444.602539
	Iteration 40F: 3 clusters Score -1.249792e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -12497919.000000 Penalty: 5444.602539
	Iteration 41Q: 3 clusters Score -1.249792e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -12497940.000000 Penalty: 5444.602539
	Iteration 42Q: 3 clusters Score -1.249794e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -12497955.000000 Penalty: 5444.602539
	Iteration 43Q: 3 clusters Score -1.249796e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -12497985.000000 Penalty: 5444.602539
	Iteration 44Q: 3 clusters Score -1.249798e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -12497979.000000 Penalty: 5444.602539
	Iteration 45Q: 3 clusters Score -1.249798e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -12497984.000000 Penalty: 5444.602539
	Iteration 46Q: 3 clusters Score -1.249798e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -12497966.000000 Penalty: 5444.602539
	Iteration 47Q: 3 clusters Score -1.249797e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -12497968.000000 Penalty: 5444.602539
	Iteration 48Q: 3 clusters Score -1.249797e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -12497914.000000 Penalty: 5444.602539
	Iteration 49Q: 3 clusters Score -1.249791e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -12497918.000000 Penalty: 5444.602539
	Iteration 50Q: 3 clusters Score -1.249792e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -12497915.000000 Penalty: 5444.602539
	Iteration 51Q: 3 clusters Score -1.249792e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -12497944.000000 Penalty: 5444.602539
	Iteration 52Q: 3 clusters Score -1.249794e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -12497930.000000 Penalty: 5444.602539
	Iteration 53Q: 3 clusters Score -1.249793e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -12497920.000000 Penalty: 5444.602539
	Iteration 54Q: 3 clusters Score -1.249792e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -12497874.000000 Penalty: 5444.602539
	Iteration 55Q: 3 clusters Score -1.249787e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -12497838.000000 Penalty: 5444.602539
	Iteration 56Q: 3 clusters Score -1.249784e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -12497780.000000 Penalty: 5444.602539
	Iteration 57Q: 3 clusters Score -1.249778e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -12497790.000000 Penalty: 5444.602539
	Iteration 58Q: 3 clusters Score -1.249779e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -12497760.000000 Penalty: 5444.602539
	Iteration 59Q: 3 clusters Score -1.249776e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -12497739.000000 Penalty: 5444.602539
	Iteration 60F: 3 clusters Score -1.249774e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -12497697.000000 Penalty: 5444.602539
	Iteration 61Q: 3 clusters Score -1.24977e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -12497737.000000 Penalty: 5444.602539
	Iteration 62Q: 3 clusters Score -1.249774e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -12497732.000000 Penalty: 5444.602539
	Iteration 63Q: 3 clusters Score -1.249773e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -12497717.000000 Penalty: 5444.602539
	Iteration 64Q: 3 clusters Score -1.249772e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -12497692.000000 Penalty: 5444.602539
	Iteration 65Q: 3 clusters Score -1.249769e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -12497721.000000 Penalty: 5444.602539
	Iteration 66Q: 3 clusters Score -1.249772e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -12497710.000000 Penalty: 5444.602539
	Iteration 67Q: 3 clusters Score -1.249771e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -12497716.000000 Penalty: 5444.602539
	Iteration 68Q: 3 clusters Score -1.249772e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -12497675.000000 Penalty: 5444.602539
	Iteration 69Q: 3 clusters Score -1.249768e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -12497664.000000 Penalty: 5444.602539
	Iteration 70Q: 3 clusters Score -1.249766e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -12497669.000000 Penalty: 5444.602539
	Iteration 71Q: 3 clusters Score -1.249767e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -12497663.000000 Penalty: 5444.602539
	Iteration 72Q: 3 clusters Score -1.249766e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -12497678.000000 Penalty: 5444.602539
	Iteration 73Q: 3 clusters Score -1.249768e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -12497675.000000 Penalty: 5444.602539
	Iteration 74Q: 3 clusters Score -1.249768e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -12497678.000000 Penalty: 5444.602539
	Iteration 75Q: 3 clusters Score -1.249768e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -12497684.000000 Penalty: 5444.602539
	Iteration 76Q: 3 clusters Score -1.249768e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -12497675.000000 Penalty: 5444.602539
	Iteration 77Q: 3 clusters Score -1.249768e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -12497665.000000 Penalty: 5444.602539
	Iteration 78Q: 3 clusters Score -1.249766e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -12497675.000000 Penalty: 5444.602539
	Iteration 79Q: 3 clusters Score -1.249768e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -12497695.000000 Penalty: 5444.602539
	Iteration 80F: 3 clusters Score -1.24977e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -12497690.000000 Penalty: 5444.602539
	Iteration 81Q: 3 clusters Score -1.249769e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -12497685.000000 Penalty: 5444.602539
	Iteration 82Q: 3 clusters Score -1.249768e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -12497695.000000 Penalty: 5444.602539
	Iteration 83Q: 3 clusters Score -1.24977e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -12497741.000000 Penalty: 5444.602539
	Iteration 84Q: 3 clusters Score -1.249774e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -12497725.000000 Penalty: 5444.602539
	Iteration 85Q: 3 clusters Score -1.249772e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -12497738.000000 Penalty: 5444.602539
	Iteration 86Q: 3 clusters Score -1.249774e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -12497733.000000 Penalty: 5444.602539
	Iteration 87Q: 3 clusters Score -1.249773e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -12497745.000000 Penalty: 5444.602539
	Iteration 88Q: 3 clusters Score -1.249774e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -12497741.000000 Penalty: 5444.602539
	Iteration 89Q: 3 clusters Score -1.249774e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -12497752.000000 Penalty: 5444.602539
	Iteration 90Q: 3 clusters Score -1.249775e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -12497789.000000 Penalty: 5444.602539
	Iteration 91Q: 3 clusters Score -1.249779e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -12497811.000000 Penalty: 5444.602539
	Iteration 92Q: 3 clusters Score -1.249781e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -12497795.000000 Penalty: 5444.602539
	Iteration 93Q: 3 clusters Score -1.24978e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -12497792.000000 Penalty: 5444.602539
	Iteration 94Q: 3 clusters Score -1.249779e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -12497813.000000 Penalty: 5444.602539
	Iteration 95Q: 3 clusters Score -1.249781e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -12497809.000000 Penalty: 5444.602539
	Iteration 96Q: 3 clusters Score -1.249781e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -12497816.000000 Penalty: 5444.602539
	Iteration 97Q: 3 clusters Score -1.249782e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -12497841.000000 Penalty: 5444.602539
	Iteration 98Q: 3 clusters Score -1.249784e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -12497840.000000 Penalty: 5444.602539
	Iteration 99Q: 3 clusters Score -1.249784e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -12497839.000000 Penalty: 5444.602539
	Iteration 100F: 3 clusters Score -1.249784e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -12497816.000000 Penalty: 5444.602539
	Iteration 101Q: 3 clusters Score -1.249782e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -12497828.000000 Penalty: 5444.602539
	Iteration 102Q: 3 clusters Score -1.249783e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -12497824.000000 Penalty: 5444.602539
	Iteration 103Q: 3 clusters Score -1.249782e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -12497819.000000 Penalty: 5444.602539
	Iteration 104Q: 3 clusters Score -1.249782e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -12497835.000000 Penalty: 5444.602539
	Iteration 105Q: 3 clusters Score -1.249784e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -12497809.000000 Penalty: 5444.602539
	Iteration 106Q: 3 clusters Score -1.249781e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -12497792.000000 Penalty: 5444.602539
	Iteration 107Q: 3 clusters Score -1.249779e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -12497799.000000 Penalty: 5444.602539
	Iteration 108Q: 3 clusters Score -1.24978e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -12497817.000000 Penalty: 5444.602539
	Iteration 109Q: 3 clusters Score -1.249782e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -12497832.000000 Penalty: 5444.602539
	Iteration 110Q: 3 clusters Score -1.249783e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -12497847.000000 Penalty: 5444.602539
	Iteration 111Q: 3 clusters Score -1.249785e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -12497821.000000 Penalty: 5444.602539
	Iteration 112Q: 3 clusters Score -1.249782e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -12497821.000000 Penalty: 5444.602539
	Iteration 113Q: 3 clusters Score -1.249782e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -12497818.000000 Penalty: 5444.602539
	Iteration 114Q: 3 clusters Score -1.249782e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -12497850.000000 Penalty: 5444.602539
	Iteration 115Q: 3 clusters Score -1.249785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -12497865.000000 Penalty: 5444.602539
	Iteration 116Q: 3 clusters Score -1.249786e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -12497882.000000 Penalty: 5444.602539
	Iteration 117Q: 3 clusters Score -1.249788e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -12497889.000000 Penalty: 5444.602539
	Iteration 118Q: 3 clusters Score -1.249789e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -12497885.000000 Penalty: 5444.602539
	Iteration 119Q: 3 clusters Score -1.249788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -12497892.000000 Penalty: 5444.602539
	Iteration 120F: 3 clusters Score -1.249789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -12497887.000000 Penalty: 5444.602539
	Iteration 121Q: 3 clusters Score -1.249789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -12497861.000000 Penalty: 5444.602539
	Iteration 122Q: 3 clusters Score -1.249786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -12497872.000000 Penalty: 5444.602539
	Iteration 123Q: 3 clusters Score -1.249787e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -12497867.000000 Penalty: 5444.602539
	Iteration 124Q: 3 clusters Score -1.249787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -12497862.000000 Penalty: 5444.602539
	Iteration 125Q: 3 clusters Score -1.249786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -12497869.000000 Penalty: 5444.602539
	Iteration 126Q: 3 clusters Score -1.249787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -12497873.000000 Penalty: 5444.602539
	Iteration 127Q: 3 clusters Score -1.249787e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -12497859.000000 Penalty: 5444.602539
	Iteration 128Q: 3 clusters Score -1.249786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -12497856.000000 Penalty: 5444.602539
	Iteration 129Q: 3 clusters Score -1.249786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -12497851.000000 Penalty: 5444.602539
	Iteration 130Q: 3 clusters Score -1.249785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -12497849.000000 Penalty: 5444.602539
	Iteration 131Q: 3 clusters Score -1.249785e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -12497848.000000 Penalty: 5444.602539
	Iteration 132Q: 3 clusters Score -1.249785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -12497841.000000 Penalty: 5444.602539
	Iteration 133Q: 3 clusters Score -1.249784e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -12497840.000000 Penalty: 5444.602539
	Iteration 134Q: 3 clusters Score -1.249784e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -12497855.000000 Penalty: 5444.602539
	Iteration 135Q: 3 clusters Score -1.249786e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -12497847.000000 Penalty: 5444.602539
	Iteration 136Q: 3 clusters Score -1.249785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -12497825.000000 Penalty: 5444.602539
	Iteration 137Q: 3 clusters Score -1.249782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -12497820.000000 Penalty: 5444.602539
	Iteration 138Q: 3 clusters Score -1.249782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -12497849.000000 Penalty: 5444.602539
	Iteration 139Q: 3 clusters Score -1.249785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -12497864.000000 Penalty: 5444.602539
	Iteration 140F: 3 clusters Score -1.249786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -12497858.000000 Penalty: 5444.602539
	Iteration 141Q: 3 clusters Score -1.249786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -12497838.000000 Penalty: 5444.602539
	Iteration 142Q: 3 clusters Score -1.249784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -12497854.000000 Penalty: 5444.602539
	Iteration 143Q: 3 clusters Score -1.249785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -12497847.000000 Penalty: 5444.602539
	Iteration 144Q: 3 clusters Score -1.249785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -12497859.000000 Penalty: 5444.602539
	Iteration 145Q: 3 clusters Score -1.249786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -12497871.000000 Penalty: 5444.602539
	Iteration 146Q: 3 clusters Score -1.249787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -12497861.000000 Penalty: 5444.602539
	Iteration 147Q: 3 clusters Score -1.249786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -12497862.000000 Penalty: 5444.602539
	Iteration 148Q: 3 clusters Score -1.249786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -12497844.000000 Penalty: 5444.602539
	Iteration 149Q: 3 clusters Score -1.249784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -12497852.000000 Penalty: 5444.602539
	Iteration 150Q: 3 clusters Score -1.249785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -12497848.000000 Penalty: 5444.602539
	Iteration 151Q: 3 clusters Score -1.249785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -12497849.000000 Penalty: 5444.602539
	Iteration 152Q: 3 clusters Score -1.249785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -12497840.000000 Penalty: 5444.602539
	Iteration 153Q: 3 clusters Score -1.249784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -12497831.000000 Penalty: 5444.602539
	Iteration 154Q: 3 clusters Score -1.249783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -12497831.000000 Penalty: 5444.602539
	Iteration 155Q: 3 clusters Score -1.249783e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -12497813.000000 Penalty: 5444.602539
	Iteration 156Q: 3 clusters Score -1.249781e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -12497805.000000 Penalty: 5444.602539
	Iteration 157Q: 3 clusters Score -1.24978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -12497799.000000 Penalty: 5444.602539
	Iteration 158Q: 3 clusters Score -1.24978e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -12497790.000000 Penalty: 5444.602539
	Iteration 159Q: 3 clusters Score -1.249779e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -12497796.000000 Penalty: 5444.602539
	Iteration 160F: 3 clusters Score -1.24978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -12497792.000000 Penalty: 5444.602539
	Iteration 161Q: 3 clusters Score -1.249779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -12497795.000000 Penalty: 5444.602539
	Iteration 162Q: 3 clusters Score -1.24978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -12497796.000000 Penalty: 5444.602539
	Iteration 163Q: 3 clusters Score -1.24978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -12497789.000000 Penalty: 5444.602539
	Iteration 164Q: 3 clusters Score -1.249779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -12497810.000000 Penalty: 5444.602539
	Iteration 165Q: 3 clusters Score -1.249781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -12497812.000000 Penalty: 5444.602539
	Iteration 166Q: 3 clusters Score -1.249781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -12497816.000000 Penalty: 5444.602539
	Iteration 167Q: 3 clusters Score -1.249782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -12497810.000000 Penalty: 5444.602539
	Iteration 168Q: 3 clusters Score -1.249781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -12497815.000000 Penalty: 5444.602539
	Iteration 169Q: 3 clusters Score -1.249782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -12497822.000000 Penalty: 5444.602539
	Iteration 170Q: 3 clusters Score -1.249782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -12497825.000000 Penalty: 5444.602539
	Iteration 171Q: 3 clusters Score -1.249782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -12497816.000000 Penalty: 5444.602539
	Iteration 172Q: 3 clusters Score -1.249782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -12497813.000000 Penalty: 5444.602539
	Iteration 173Q: 3 clusters Score -1.249781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -12497804.000000 Penalty: 5444.602539
	Iteration 174Q: 3 clusters Score -1.24978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -12497807.000000 Penalty: 5444.602539
	Iteration 175Q: 3 clusters Score -1.249781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -12497807.000000 Penalty: 5444.602539
	Iteration 176Q: 3 clusters Score -1.249781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -12497800.000000 Penalty: 5444.602539
	Iteration 177Q: 3 clusters Score -1.24978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -12497810.000000 Penalty: 5444.602539
	Iteration 178Q: 3 clusters Score -1.249781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -12497801.000000 Penalty: 5444.602539
	Iteration 179Q: 3 clusters Score -1.24978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -12497795.000000 Penalty: 5444.602539
	Iteration 180F: 3 clusters Score -1.24978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -12497796.000000 Penalty: 5444.602539
	Iteration 181Q: 3 clusters Score -1.24978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -12497796.000000 Penalty: 5444.602539
	Iteration 182F: 3 clusters Score -1.24978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 67590 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 11040 members 
Mstep: Class 11 contains 11628 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 49095 members 
Mstep: Class 15 contains 54327 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 69333 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Entering Unmasked Estep 
Score: -83932704.000000 Penalty: 61174.550781
Splitting cluster 2 changes total score from -83835936.000000 to -83932704.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 3 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -235878.562500 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -235878.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -233856.687500 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -233856.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -234409.125000 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -234409.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -234898.187500 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -234898.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -235967.750000 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -235967.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -237662.921875 Penalty: 3584.560303
	Iteration 4F: 3 clusters Score -237662.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -238252.437500 Penalty: 3584.560303
	Iteration 5F: 3 clusters Score -238252.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -238365.609375 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -238365.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -238420.406250 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -238420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -238442.453125 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -238442.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -238460.046875 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -238460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -238465.046875 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -238465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -238466.484375 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -238466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -238467.390625 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -238467.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -238467.390625 Penalty: 3584.560303
	Iteration 13F: 3 clusters Score -238467.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 67590 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 11040 members 
Mstep: Class 11 contains 11628 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 49095 members 
Mstep: Class 15 contains 54327 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 69333 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 345 members 
Entering Unmasked Estep 
Score: -83933616.000000 Penalty: 64394.265625
Splitting cluster 3 changes total score from -83835936.000000 to -83933616.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -354570.593750 Penalty: 1918.387573
	Iteration 0F: 2 clusters Score -354570.6 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 1144 members 
Entering Unmasked Estep 
Score: -352296.437500 Penalty: 3836.775146
	Iteration 0F: 3 clusters Score -352296.4 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -354735.250000 Penalty: 3836.775146
	Iteration 1F: 3 clusters Score -354735.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -357206.500000 Penalty: 3836.775146
	Iteration 2F: 3 clusters Score -357206.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -358276.343750 Penalty: 3836.775146
	Iteration 3F: 3 clusters Score -358276.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -358681.250000 Penalty: 3836.775146
	Iteration 4F: 3 clusters Score -358681.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -358955.406250 Penalty: 3836.775146
	Iteration 5Q: 3 clusters Score -358955.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -359152.093750 Penalty: 3836.775146
	Iteration 6Q: 3 clusters Score -359152.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -359370.500000 Penalty: 3836.775146
	Iteration 7Q: 3 clusters Score -359370.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -359533.031250 Penalty: 3836.775146
	Iteration 8Q: 3 clusters Score -359533 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -359645.156250 Penalty: 3836.775146
	Iteration 9Q: 3 clusters Score -359645.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -359701.937500 Penalty: 3836.775146
	Iteration 10Q: 3 clusters Score -359701.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -359728.312500 Penalty: 3836.775146
	Iteration 11Q: 3 clusters Score -359728.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -359737.218750 Penalty: 3836.775146
	Iteration 12Q: 3 clusters Score -359737.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -359747.812500 Penalty: 3836.775146
	Iteration 13Q: 3 clusters Score -359747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -359770.437500 Penalty: 3836.775146
	Iteration 14Q: 3 clusters Score -359770.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -359789.031250 Penalty: 3836.775146
	Iteration 15Q: 3 clusters Score -359789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -359795.343750 Penalty: 3836.775146
	Iteration 16Q: 3 clusters Score -359795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -359797.031250 Penalty: 3836.775146
	Iteration 17Q: 3 clusters Score -359797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -359796.718750 Penalty: 3836.775146
	Iteration 18Q: 3 clusters Score -359796.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -359929.375000 Penalty: 3836.775146
	Iteration 19F: 3 clusters Score -359929.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -360204.343750 Penalty: 3836.775146
	Iteration 20F: 3 clusters Score -360204.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -360235.625000 Penalty: 3836.775146
	Iteration 21Q: 3 clusters Score -360235.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -360243.718750 Penalty: 3836.775146
	Iteration 22Q: 3 clusters Score -360243.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -360247.437500 Penalty: 3836.775146
	Iteration 23Q: 3 clusters Score -360247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -360257.343750 Penalty: 3836.775146
	Iteration 24Q: 3 clusters Score -360257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -360264.343750 Penalty: 3836.775146
	Iteration 25Q: 3 clusters Score -360264.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -360265.281250 Penalty: 3836.775146
	Iteration 26Q: 3 clusters Score -360265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -360266.031250 Penalty: 3836.775146
	Iteration 27Q: 3 clusters Score -360266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -360266.031250 Penalty: 3836.775146
	Iteration 28F: 3 clusters Score -360266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 67590 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 11040 members 
Mstep: Class 11 contains 11628 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 49095 members 
Mstep: Class 15 contains 54327 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 69333 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 1007 members 
Entering Unmasked Estep 
Score: -83938000.000000 Penalty: 67613.976562
Splitting cluster 4 changes total score from -83835936.000000 to -83938000.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (67590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Entering Unmasked Estep 
Score: -13057003.000000 Penalty: 2758.061279
	Iteration 0F: 2 clusters Score -1.3057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -13054665.000000 Penalty: 5516.122559
	Iteration 0F: 3 clusters Score -1.305466e+07 nChanged 31604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -13072970.000000 Penalty: 5516.122559
	Iteration 1F: 3 clusters Score -1.307297e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -13074081.000000 Penalty: 5516.122559
	Iteration 2F: 3 clusters Score -1.307408e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -13075231.000000 Penalty: 5516.122559
	Iteration 3F: 3 clusters Score -1.307523e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -13076547.000000 Penalty: 5516.122559
	Iteration 4F: 3 clusters Score -1.307655e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -13078711.000000 Penalty: 5516.122559
	Iteration 5F: 3 clusters Score -1.307871e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -13081292.000000 Penalty: 5516.122559
	Iteration 6F: 3 clusters Score -1.308129e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -13083523.000000 Penalty: 5516.122559
	Iteration 7F: 3 clusters Score -1.308352e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -13084938.000000 Penalty: 5516.122559
	Iteration 8Q: 3 clusters Score -1.308494e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -13085777.000000 Penalty: 5516.122559
	Iteration 9Q: 3 clusters Score -1.308578e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -13086068.000000 Penalty: 5516.122559
	Iteration 10Q: 3 clusters Score -1.308607e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -13086044.000000 Penalty: 5516.122559
	Iteration 11Q: 3 clusters Score -1.308604e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -13086014.000000 Penalty: 5516.122559
	Iteration 12Q: 3 clusters Score -1.308601e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -13086036.000000 Penalty: 5516.122559
	Iteration 13Q: 3 clusters Score -1.308604e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -13086004.000000 Penalty: 5516.122559
	Iteration 14Q: 3 clusters Score -1.3086e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -13086073.000000 Penalty: 5516.122559
	Iteration 15Q: 3 clusters Score -1.308607e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -13086082.000000 Penalty: 5516.122559
	Iteration 16Q: 3 clusters Score -1.308608e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -13086078.000000 Penalty: 5516.122559
	Iteration 17Q: 3 clusters Score -1.308608e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -13086041.000000 Penalty: 5516.122559
	Iteration 18Q: 3 clusters Score -1.308604e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -13086021.000000 Penalty: 5516.122559
	Iteration 19Q: 3 clusters Score -1.308602e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -13086004.000000 Penalty: 5516.122559
	Iteration 20F: 3 clusters Score -1.3086e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -13085984.000000 Penalty: 5516.122559
	Iteration 21Q: 3 clusters Score -1.308598e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -13085980.000000 Penalty: 5516.122559
	Iteration 22Q: 3 clusters Score -1.308598e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -13085966.000000 Penalty: 5516.122559
	Iteration 23Q: 3 clusters Score -1.308597e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -13085890.000000 Penalty: 5516.122559
	Iteration 24Q: 3 clusters Score -1.308589e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -13085839.000000 Penalty: 5516.122559
	Iteration 25Q: 3 clusters Score -1.308584e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -13085809.000000 Penalty: 5516.122559
	Iteration 26Q: 3 clusters Score -1.308581e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -13085821.000000 Penalty: 5516.122559
	Iteration 27Q: 3 clusters Score -1.308582e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -13085792.000000 Penalty: 5516.122559
	Iteration 28Q: 3 clusters Score -1.308579e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -13085758.000000 Penalty: 5516.122559
	Iteration 29Q: 3 clusters Score -1.308576e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -13085757.000000 Penalty: 5516.122559
	Iteration 30Q: 3 clusters Score -1.308576e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -13085714.000000 Penalty: 5516.122559
	Iteration 31Q: 3 clusters Score -1.308571e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -13085674.000000 Penalty: 5516.122559
	Iteration 32Q: 3 clusters Score -1.308567e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -13085657.000000 Penalty: 5516.122559
	Iteration 33Q: 3 clusters Score -1.308566e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -13085638.000000 Penalty: 5516.122559
	Iteration 34Q: 3 clusters Score -1.308564e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -13085580.000000 Penalty: 5516.122559
	Iteration 35Q: 3 clusters Score -1.308558e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -13085567.000000 Penalty: 5516.122559
	Iteration 36Q: 3 clusters Score -1.308557e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -13085570.000000 Penalty: 5516.122559
	Iteration 37Q: 3 clusters Score -1.308557e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -13085517.000000 Penalty: 5516.122559
	Iteration 38Q: 3 clusters Score -1.308552e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -13085512.000000 Penalty: 5516.122559
	Iteration 39Q: 3 clusters Score -1.308551e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -13085496.000000 Penalty: 5516.122559
	Iteration 40F: 3 clusters Score -1.30855e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -13085498.000000 Penalty: 5516.122559
	Iteration 41Q: 3 clusters Score -1.30855e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -13085462.000000 Penalty: 5516.122559
	Iteration 42Q: 3 clusters Score -1.308546e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -13085431.000000 Penalty: 5516.122559
	Iteration 43Q: 3 clusters Score -1.308543e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -13085412.000000 Penalty: 5516.122559
	Iteration 44Q: 3 clusters Score -1.308541e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -13085408.000000 Penalty: 5516.122559
	Iteration 45Q: 3 clusters Score -1.308541e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -13085384.000000 Penalty: 5516.122559
	Iteration 46Q: 3 clusters Score -1.308538e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -13085343.000000 Penalty: 5516.122559
	Iteration 47Q: 3 clusters Score -1.308534e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -13085321.000000 Penalty: 5516.122559
	Iteration 48Q: 3 clusters Score -1.308532e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -13085327.000000 Penalty: 5516.122559
	Iteration 49Q: 3 clusters Score -1.308533e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -13085317.000000 Penalty: 5516.122559
	Iteration 50Q: 3 clusters Score -1.308532e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -13085327.000000 Penalty: 5516.122559
	Iteration 51Q: 3 clusters Score -1.308533e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -13085267.000000 Penalty: 5516.122559
	Iteration 52Q: 3 clusters Score -1.308527e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -13085270.000000 Penalty: 5516.122559
	Iteration 53Q: 3 clusters Score -1.308527e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -13085265.000000 Penalty: 5516.122559
	Iteration 54Q: 3 clusters Score -1.308526e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -13085221.000000 Penalty: 5516.122559
	Iteration 55Q: 3 clusters Score -1.308522e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -13085240.000000 Penalty: 5516.122559
	Iteration 56Q: 3 clusters Score -1.308524e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -13085262.000000 Penalty: 5516.122559
	Iteration 57Q: 3 clusters Score -1.308526e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -13085195.000000 Penalty: 5516.122559
	Iteration 58Q: 3 clusters Score -1.30852e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -13085185.000000 Penalty: 5516.122559
	Iteration 59Q: 3 clusters Score -1.308518e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -13085145.000000 Penalty: 5516.122559
	Iteration 60F: 3 clusters Score -1.308514e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -13085110.000000 Penalty: 5516.122559
	Iteration 61Q: 3 clusters Score -1.308511e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -13085091.000000 Penalty: 5516.122559
	Iteration 62Q: 3 clusters Score -1.308509e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -13085069.000000 Penalty: 5516.122559
	Iteration 63Q: 3 clusters Score -1.308507e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -13085060.000000 Penalty: 5516.122559
	Iteration 64Q: 3 clusters Score -1.308506e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -13085050.000000 Penalty: 5516.122559
	Iteration 65Q: 3 clusters Score -1.308505e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -13085013.000000 Penalty: 5516.122559
	Iteration 66Q: 3 clusters Score -1.308501e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -13084966.000000 Penalty: 5516.122559
	Iteration 67Q: 3 clusters Score -1.308497e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -13084976.000000 Penalty: 5516.122559
	Iteration 68Q: 3 clusters Score -1.308498e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -13084979.000000 Penalty: 5516.122559
	Iteration 69Q: 3 clusters Score -1.308498e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -13084945.000000 Penalty: 5516.122559
	Iteration 70Q: 3 clusters Score -1.308494e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -13084934.000000 Penalty: 5516.122559
	Iteration 71Q: 3 clusters Score -1.308493e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -13084892.000000 Penalty: 5516.122559
	Iteration 72Q: 3 clusters Score -1.308489e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -13084863.000000 Penalty: 5516.122559
	Iteration 73Q: 3 clusters Score -1.308486e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -13084830.000000 Penalty: 5516.122559
	Iteration 74Q: 3 clusters Score -1.308483e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -13084793.000000 Penalty: 5516.122559
	Iteration 75Q: 3 clusters Score -1.308479e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -13084767.000000 Penalty: 5516.122559
	Iteration 76Q: 3 clusters Score -1.308477e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -13084768.000000 Penalty: 5516.122559
	Iteration 77Q: 3 clusters Score -1.308477e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -13084717.000000 Penalty: 5516.122559
	Iteration 78Q: 3 clusters Score -1.308472e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -13084723.000000 Penalty: 5516.122559
	Iteration 79Q: 3 clusters Score -1.308472e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -13084704.000000 Penalty: 5516.122559
	Iteration 80F: 3 clusters Score -1.30847e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -13084745.000000 Penalty: 5516.122559
	Iteration 81Q: 3 clusters Score -1.308474e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -13084728.000000 Penalty: 5516.122559
	Iteration 82Q: 3 clusters Score -1.308473e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -13084733.000000 Penalty: 5516.122559
	Iteration 83Q: 3 clusters Score -1.308473e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -13084725.000000 Penalty: 5516.122559
	Iteration 84Q: 3 clusters Score -1.308472e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -13084701.000000 Penalty: 5516.122559
	Iteration 85Q: 3 clusters Score -1.30847e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -13084690.000000 Penalty: 5516.122559
	Iteration 86Q: 3 clusters Score -1.308469e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -13084709.000000 Penalty: 5516.122559
	Iteration 87Q: 3 clusters Score -1.308471e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -13084729.000000 Penalty: 5516.122559
	Iteration 88Q: 3 clusters Score -1.308473e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -13084737.000000 Penalty: 5516.122559
	Iteration 89Q: 3 clusters Score -1.308474e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -13084777.000000 Penalty: 5516.122559
	Iteration 90Q: 3 clusters Score -1.308478e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -13084765.000000 Penalty: 5516.122559
	Iteration 91Q: 3 clusters Score -1.308476e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -13084763.000000 Penalty: 5516.122559
	Iteration 92Q: 3 clusters Score -1.308476e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -13084726.000000 Penalty: 5516.122559
	Iteration 93Q: 3 clusters Score -1.308473e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -13084731.000000 Penalty: 5516.122559
	Iteration 94Q: 3 clusters Score -1.308473e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -13084721.000000 Penalty: 5516.122559
	Iteration 95Q: 3 clusters Score -1.308472e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -13084700.000000 Penalty: 5516.122559
	Iteration 96Q: 3 clusters Score -1.30847e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -13084716.000000 Penalty: 5516.122559
	Iteration 97Q: 3 clusters Score -1.308472e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -13084715.000000 Penalty: 5516.122559
	Iteration 98Q: 3 clusters Score -1.308472e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -13084713.000000 Penalty: 5516.122559
	Iteration 99Q: 3 clusters Score -1.308471e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -13084687.000000 Penalty: 5516.122559
	Iteration 100F: 3 clusters Score -1.308469e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -13084640.000000 Penalty: 5516.122559
	Iteration 101Q: 3 clusters Score -1.308464e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -13084616.000000 Penalty: 5516.122559
	Iteration 102Q: 3 clusters Score -1.308462e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -13084632.000000 Penalty: 5516.122559
	Iteration 103Q: 3 clusters Score -1.308463e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -13084630.000000 Penalty: 5516.122559
	Iteration 104Q: 3 clusters Score -1.308463e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -13084625.000000 Penalty: 5516.122559
	Iteration 105Q: 3 clusters Score -1.308462e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -13084627.000000 Penalty: 5516.122559
	Iteration 106Q: 3 clusters Score -1.308463e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -13084638.000000 Penalty: 5516.122559
	Iteration 107Q: 3 clusters Score -1.308464e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -13084645.000000 Penalty: 5516.122559
	Iteration 108Q: 3 clusters Score -1.308464e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -13084623.000000 Penalty: 5516.122559
	Iteration 109Q: 3 clusters Score -1.308462e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -13084602.000000 Penalty: 5516.122559
	Iteration 110Q: 3 clusters Score -1.30846e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -13084577.000000 Penalty: 5516.122559
	Iteration 111Q: 3 clusters Score -1.308458e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -13084574.000000 Penalty: 5516.122559
	Iteration 112Q: 3 clusters Score -1.308457e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -13084558.000000 Penalty: 5516.122559
	Iteration 113Q: 3 clusters Score -1.308456e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -13084551.000000 Penalty: 5516.122559
	Iteration 114Q: 3 clusters Score -1.308455e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -13084571.000000 Penalty: 5516.122559
	Iteration 115Q: 3 clusters Score -1.308457e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -13084531.000000 Penalty: 5516.122559
	Iteration 116Q: 3 clusters Score -1.308453e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -13084511.000000 Penalty: 5516.122559
	Iteration 117Q: 3 clusters Score -1.308451e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -13084506.000000 Penalty: 5516.122559
	Iteration 118Q: 3 clusters Score -1.308451e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -13084509.000000 Penalty: 5516.122559
	Iteration 119Q: 3 clusters Score -1.308451e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -13084531.000000 Penalty: 5516.122559
	Iteration 120F: 3 clusters Score -1.308453e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -13084494.000000 Penalty: 5516.122559
	Iteration 121Q: 3 clusters Score -1.308449e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -13084495.000000 Penalty: 5516.122559
	Iteration 122Q: 3 clusters Score -1.30845e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -13084459.000000 Penalty: 5516.122559
	Iteration 123Q: 3 clusters Score -1.308446e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -13084460.000000 Penalty: 5516.122559
	Iteration 124Q: 3 clusters Score -1.308446e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -13084492.000000 Penalty: 5516.122559
	Iteration 125Q: 3 clusters Score -1.308449e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -13084512.000000 Penalty: 5516.122559
	Iteration 126Q: 3 clusters Score -1.308451e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -13084522.000000 Penalty: 5516.122559
	Iteration 127Q: 3 clusters Score -1.308452e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -13084501.000000 Penalty: 5516.122559
	Iteration 128Q: 3 clusters Score -1.30845e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -13084503.000000 Penalty: 5516.122559
	Iteration 129Q: 3 clusters Score -1.30845e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -13084529.000000 Penalty: 5516.122559
	Iteration 130Q: 3 clusters Score -1.308453e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -13084541.000000 Penalty: 5516.122559
	Iteration 131Q: 3 clusters Score -1.308454e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -13084535.000000 Penalty: 5516.122559
	Iteration 132Q: 3 clusters Score -1.308454e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -13084532.000000 Penalty: 5516.122559
	Iteration 133Q: 3 clusters Score -1.308453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -13084527.000000 Penalty: 5516.122559
	Iteration 134Q: 3 clusters Score -1.308453e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -13084568.000000 Penalty: 5516.122559
	Iteration 135Q: 3 clusters Score -1.308457e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -13084566.000000 Penalty: 5516.122559
	Iteration 136Q: 3 clusters Score -1.308457e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -13084565.000000 Penalty: 5516.122559
	Iteration 137Q: 3 clusters Score -1.308456e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -13084581.000000 Penalty: 5516.122559
	Iteration 138Q: 3 clusters Score -1.308458e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -13084578.000000 Penalty: 5516.122559
	Iteration 139Q: 3 clusters Score -1.308458e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -13084577.000000 Penalty: 5516.122559
	Iteration 140F: 3 clusters Score -1.308458e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -13084593.000000 Penalty: 5516.122559
	Iteration 141Q: 3 clusters Score -1.308459e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -13084610.000000 Penalty: 5516.122559
	Iteration 142Q: 3 clusters Score -1.308461e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -13084621.000000 Penalty: 5516.122559
	Iteration 143Q: 3 clusters Score -1.308462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -13084612.000000 Penalty: 5516.122559
	Iteration 144Q: 3 clusters Score -1.308461e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -13084637.000000 Penalty: 5516.122559
	Iteration 145Q: 3 clusters Score -1.308464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -13084633.000000 Penalty: 5516.122559
	Iteration 146Q: 3 clusters Score -1.308463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -13084633.000000 Penalty: 5516.122559
	Iteration 147Q: 3 clusters Score -1.308463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -13084639.000000 Penalty: 5516.122559
	Iteration 148Q: 3 clusters Score -1.308464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -13084634.000000 Penalty: 5516.122559
	Iteration 149Q: 3 clusters Score -1.308463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -13084650.000000 Penalty: 5516.122559
	Iteration 150Q: 3 clusters Score -1.308465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -13084655.000000 Penalty: 5516.122559
	Iteration 151Q: 3 clusters Score -1.308466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -13084653.000000 Penalty: 5516.122559
	Iteration 152Q: 3 clusters Score -1.308465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -13084644.000000 Penalty: 5516.122559
	Iteration 153Q: 3 clusters Score -1.308464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -13084629.000000 Penalty: 5516.122559
	Iteration 154Q: 3 clusters Score -1.308463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -13084635.000000 Penalty: 5516.122559
	Iteration 155Q: 3 clusters Score -1.308464e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -13084612.000000 Penalty: 5516.122559
	Iteration 156Q: 3 clusters Score -1.308461e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -13084604.000000 Penalty: 5516.122559
	Iteration 157Q: 3 clusters Score -1.30846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -13084612.000000 Penalty: 5516.122559
	Iteration 158Q: 3 clusters Score -1.308461e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -13084626.000000 Penalty: 5516.122559
	Iteration 159Q: 3 clusters Score -1.308463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -13084624.000000 Penalty: 5516.122559
	Iteration 160F: 3 clusters Score -1.308462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -13084620.000000 Penalty: 5516.122559
	Iteration 161Q: 3 clusters Score -1.308462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -13084629.000000 Penalty: 5516.122559
	Iteration 162Q: 3 clusters Score -1.308463e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -13084647.000000 Penalty: 5516.122559
	Iteration 163Q: 3 clusters Score -1.308465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -13084656.000000 Penalty: 5516.122559
	Iteration 164Q: 3 clusters Score -1.308466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -13084649.000000 Penalty: 5516.122559
	Iteration 165Q: 3 clusters Score -1.308465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -13084660.000000 Penalty: 5516.122559
	Iteration 166Q: 3 clusters Score -1.308466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -13084650.000000 Penalty: 5516.122559
	Iteration 167Q: 3 clusters Score -1.308465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -13084660.000000 Penalty: 5516.122559
	Iteration 168Q: 3 clusters Score -1.308466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -13084659.000000 Penalty: 5516.122559
	Iteration 169Q: 3 clusters Score -1.308466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -13084666.000000 Penalty: 5516.122559
	Iteration 170Q: 3 clusters Score -1.308467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -13084655.000000 Penalty: 5516.122559
	Iteration 171Q: 3 clusters Score -1.308466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -13084666.000000 Penalty: 5516.122559
	Iteration 172Q: 3 clusters Score -1.308467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -13084649.000000 Penalty: 5516.122559
	Iteration 173Q: 3 clusters Score -1.308465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -13084674.000000 Penalty: 5516.122559
	Iteration 174Q: 3 clusters Score -1.308467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -13084658.000000 Penalty: 5516.122559
	Iteration 175Q: 3 clusters Score -1.308466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -13084665.000000 Penalty: 5516.122559
	Iteration 176Q: 3 clusters Score -1.308466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -13084665.000000 Penalty: 5516.122559
	Iteration 177Q: 3 clusters Score -1.308466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -13084669.000000 Penalty: 5516.122559
	Iteration 178Q: 3 clusters Score -1.308467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -13084665.000000 Penalty: 5516.122559
	Iteration 179Q: 3 clusters Score -1.308466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -13084655.000000 Penalty: 5516.122559
	Iteration 180F: 3 clusters Score -1.308466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -13084623.000000 Penalty: 5516.122559
	Iteration 181Q: 3 clusters Score -1.308462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -13084619.000000 Penalty: 5516.122559
	Iteration 182Q: 3 clusters Score -1.308462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -13084628.000000 Penalty: 5516.122559
	Iteration 183Q: 3 clusters Score -1.308463e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -13084623.000000 Penalty: 5516.122559
	Iteration 184Q: 3 clusters Score -1.308462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -13084638.000000 Penalty: 5516.122559
	Iteration 185Q: 3 clusters Score -1.308464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -13084627.000000 Penalty: 5516.122559
	Iteration 186Q: 3 clusters Score -1.308463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -13084635.000000 Penalty: 5516.122559
	Iteration 187Q: 3 clusters Score -1.308464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -13084629.000000 Penalty: 5516.122559
	Iteration 188Q: 3 clusters Score -1.308463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -13084642.000000 Penalty: 5516.122559
	Iteration 189Q: 3 clusters Score -1.308464e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -13084622.000000 Penalty: 5516.122559
	Iteration 190Q: 3 clusters Score -1.308462e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -13084622.000000 Penalty: 5516.122559
	Iteration 191Q: 3 clusters Score -1.308462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -13084623.000000 Penalty: 5516.122559
	Iteration 192Q: 3 clusters Score -1.308462e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -13084628.000000 Penalty: 5516.122559
	Iteration 193Q: 3 clusters Score -1.308463e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -13084643.000000 Penalty: 5516.122559
	Iteration 194Q: 3 clusters Score -1.308464e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -13084638.000000 Penalty: 5516.122559
	Iteration 195Q: 3 clusters Score -1.308464e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -13084633.000000 Penalty: 5516.122559
	Iteration 196Q: 3 clusters Score -1.308463e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -13084615.000000 Penalty: 5516.122559
	Iteration 197Q: 3 clusters Score -1.308462e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -13084637.000000 Penalty: 5516.122559
	Iteration 198Q: 3 clusters Score -1.308464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -13084637.000000 Penalty: 5516.122559
	Iteration 199Q: 3 clusters Score -1.308464e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -13084636.000000 Penalty: 5516.122559
	Iteration 200F: 3 clusters Score -1.308464e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -13084642.000000 Penalty: 5516.122559
	Iteration 201Q: 3 clusters Score -1.308464e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -13084638.000000 Penalty: 5516.122559
	Iteration 202Q: 3 clusters Score -1.308464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -13084639.000000 Penalty: 5516.122559
	Iteration 203Q: 3 clusters Score -1.308464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -13084626.000000 Penalty: 5516.122559
	Iteration 204Q: 3 clusters Score -1.308463e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -13084612.000000 Penalty: 5516.122559
	Iteration 205Q: 3 clusters Score -1.308461e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -13084624.000000 Penalty: 5516.122559
	Iteration 206Q: 3 clusters Score -1.308462e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -13084618.000000 Penalty: 5516.122559
	Iteration 207Q: 3 clusters Score -1.308462e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -13084614.000000 Penalty: 5516.122559
	Iteration 208Q: 3 clusters Score -1.308461e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -13084627.000000 Penalty: 5516.122559
	Iteration 209Q: 3 clusters Score -1.308463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -13084618.000000 Penalty: 5516.122559
	Iteration 210Q: 3 clusters Score -1.308462e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -13084608.000000 Penalty: 5516.122559
	Iteration 211Q: 3 clusters Score -1.308461e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -13084602.000000 Penalty: 5516.122559
	Iteration 212Q: 3 clusters Score -1.30846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -13084612.000000 Penalty: 5516.122559
	Iteration 213Q: 3 clusters Score -1.308461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -13084615.000000 Penalty: 5516.122559
	Iteration 214Q: 3 clusters Score -1.308462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -13084603.000000 Penalty: 5516.122559
	Iteration 215Q: 3 clusters Score -1.30846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -13084607.000000 Penalty: 5516.122559
	Iteration 216Q: 3 clusters Score -1.308461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -13084605.000000 Penalty: 5516.122559
	Iteration 217Q: 3 clusters Score -1.30846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -13084583.000000 Penalty: 5516.122559
	Iteration 218Q: 3 clusters Score -1.308458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -13084587.000000 Penalty: 5516.122559
	Iteration 219Q: 3 clusters Score -1.308459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -13084574.000000 Penalty: 5516.122559
	Iteration 220F: 3 clusters Score -1.308457e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -13084553.000000 Penalty: 5516.122559
	Iteration 221Q: 3 clusters Score -1.308455e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -13084545.000000 Penalty: 5516.122559
	Iteration 222Q: 3 clusters Score -1.308454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -13084552.000000 Penalty: 5516.122559
	Iteration 223Q: 3 clusters Score -1.308455e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -13084558.000000 Penalty: 5516.122559
	Iteration 224Q: 3 clusters Score -1.308456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -13084564.000000 Penalty: 5516.122559
	Iteration 225Q: 3 clusters Score -1.308456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -13084564.000000 Penalty: 5516.122559
	Iteration 226Q: 3 clusters Score -1.308456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -13084568.000000 Penalty: 5516.122559
	Iteration 227Q: 3 clusters Score -1.308457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -13084565.000000 Penalty: 5516.122559
	Iteration 228Q: 3 clusters Score -1.308456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -13084574.000000 Penalty: 5516.122559
	Iteration 229Q: 3 clusters Score -1.308457e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -13084582.000000 Penalty: 5516.122559
	Iteration 230Q: 3 clusters Score -1.308458e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -13084584.000000 Penalty: 5516.122559
	Iteration 231Q: 3 clusters Score -1.308458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -13084586.000000 Penalty: 5516.122559
	Iteration 232Q: 3 clusters Score -1.308459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -13084591.000000 Penalty: 5516.122559
	Iteration 233Q: 3 clusters Score -1.308459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -13084591.000000 Penalty: 5516.122559
	Iteration 234Q: 3 clusters Score -1.308459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -13084603.000000 Penalty: 5516.122559
	Iteration 235Q: 3 clusters Score -1.30846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -13084599.000000 Penalty: 5516.122559
	Iteration 236Q: 3 clusters Score -1.30846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -13084596.000000 Penalty: 5516.122559
	Iteration 237Q: 3 clusters Score -1.30846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -13084605.000000 Penalty: 5516.122559
	Iteration 238Q: 3 clusters Score -1.30846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -13084617.000000 Penalty: 5516.122559
	Iteration 239Q: 3 clusters Score -1.308462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -13084603.000000 Penalty: 5516.122559
	Iteration 240F: 3 clusters Score -1.30846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -13084594.000000 Penalty: 5516.122559
	Iteration 241Q: 3 clusters Score -1.308459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -13084601.000000 Penalty: 5516.122559
	Iteration 242Q: 3 clusters Score -1.30846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -13084621.000000 Penalty: 5516.122559
	Iteration 243Q: 3 clusters Score -1.308462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -13084641.000000 Penalty: 5516.122559
	Iteration 244Q: 3 clusters Score -1.308464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -13084641.000000 Penalty: 5516.122559
	Iteration 245Q: 3 clusters Score -1.308464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -13084628.000000 Penalty: 5516.122559
	Iteration 246Q: 3 clusters Score -1.308463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -13084633.000000 Penalty: 5516.122559
	Iteration 247Q: 3 clusters Score -1.308463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -13084641.000000 Penalty: 5516.122559
	Iteration 248Q: 3 clusters Score -1.308464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -13084648.000000 Penalty: 5516.122559
	Iteration 249Q: 3 clusters Score -1.308465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -13084652.000000 Penalty: 5516.122559
	Iteration 250Q: 3 clusters Score -1.308465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -13084651.000000 Penalty: 5516.122559
	Iteration 251Q: 3 clusters Score -1.308465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -13084655.000000 Penalty: 5516.122559
	Iteration 252Q: 3 clusters Score -1.308466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -13084654.000000 Penalty: 5516.122559
	Iteration 253Q: 3 clusters Score -1.308465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -13084669.000000 Penalty: 5516.122559
	Iteration 254Q: 3 clusters Score -1.308467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -13084659.000000 Penalty: 5516.122559
	Iteration 255Q: 3 clusters Score -1.308466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -13084658.000000 Penalty: 5516.122559
	Iteration 256Q: 3 clusters Score -1.308466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -13084657.000000 Penalty: 5516.122559
	Iteration 257Q: 3 clusters Score -1.308466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -13084656.000000 Penalty: 5516.122559
	Iteration 258Q: 3 clusters Score -1.308466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -13084659.000000 Penalty: 5516.122559
	Iteration 259Q: 3 clusters Score -1.308466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -13084668.000000 Penalty: 5516.122559
	Iteration 260F: 3 clusters Score -1.308467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -13084683.000000 Penalty: 5516.122559
	Iteration 261Q: 3 clusters Score -1.308468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -13084669.000000 Penalty: 5516.122559
	Iteration 262Q: 3 clusters Score -1.308467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -13084662.000000 Penalty: 5516.122559
	Iteration 263Q: 3 clusters Score -1.308466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -13084652.000000 Penalty: 5516.122559
	Iteration 264Q: 3 clusters Score -1.308465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -13084655.000000 Penalty: 5516.122559
	Iteration 265Q: 3 clusters Score -1.308466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -13084656.000000 Penalty: 5516.122559
	Iteration 266Q: 3 clusters Score -1.308466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -13084656.000000 Penalty: 5516.122559
	Iteration 267Q: 3 clusters Score -1.308466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -13084648.000000 Penalty: 5516.122559
	Iteration 268Q: 3 clusters Score -1.308465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -13084660.000000 Penalty: 5516.122559
	Iteration 269Q: 3 clusters Score -1.308466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -13084658.000000 Penalty: 5516.122559
	Iteration 270Q: 3 clusters Score -1.308466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -13084652.000000 Penalty: 5516.122559
	Iteration 271Q: 3 clusters Score -1.308465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -13084658.000000 Penalty: 5516.122559
	Iteration 272Q: 3 clusters Score -1.308466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -13084660.000000 Penalty: 5516.122559
	Iteration 273Q: 3 clusters Score -1.308466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -13084658.000000 Penalty: 5516.122559
	Iteration 274Q: 3 clusters Score -1.308466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -13084658.000000 Penalty: 5516.122559
	Iteration 275F: 3 clusters Score -1.308466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 11040 members 
Mstep: Class 11 contains 11628 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 49095 members 
Mstep: Class 15 contains 54327 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 69333 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 32382 members 
Entering Unmasked Estep 
Score: -83965376.000000 Penalty: 70833.687500
Splitting cluster 6 changes total score from -83835936.000000 to -83965376.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (5993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Entering Unmasked Estep 
Score: -1055113.125000 Penalty: 2157.190186
	Iteration 0F: 2 clusters Score -1055113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1050145.750000 Penalty: 4314.380371
	Iteration 0F: 3 clusters Score -1050146 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1053333.750000 Penalty: 4314.380371
	Iteration 1F: 3 clusters Score -1053334 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1055175.000000 Penalty: 4314.380371
	Iteration 2F: 3 clusters Score -1055175 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1056367.875000 Penalty: 4314.380371
	Iteration 3F: 3 clusters Score -1056368 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1057147.125000 Penalty: 4314.380371
	Iteration 4F: 3 clusters Score -1057147 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1058413.500000 Penalty: 4314.380371
	Iteration 5F: 3 clusters Score -1058414 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1058865.875000 Penalty: 4314.380371
	Iteration 6Q: 3 clusters Score -1058866 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1059104.875000 Penalty: 4314.380371
	Iteration 7Q: 3 clusters Score -1059105 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1059255.625000 Penalty: 4314.380371
	Iteration 8Q: 3 clusters Score -1059256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1059378.125000 Penalty: 4314.380371
	Iteration 9Q: 3 clusters Score -1059378 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1059544.625000 Penalty: 4314.380371
	Iteration 10Q: 3 clusters Score -1059545 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1059698.000000 Penalty: 4314.380371
	Iteration 11Q: 3 clusters Score -1059698 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1059850.750000 Penalty: 4314.380371
	Iteration 12Q: 3 clusters Score -1059851 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1059999.750000 Penalty: 4314.380371
	Iteration 13Q: 3 clusters Score -1060000 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1060117.000000 Penalty: 4314.380371
	Iteration 14Q: 3 clusters Score -1060117 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1060234.000000 Penalty: 4314.380371
	Iteration 15Q: 3 clusters Score -1060234 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1060337.500000 Penalty: 4314.380371
	Iteration 16Q: 3 clusters Score -1060338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1060430.125000 Penalty: 4314.380371
	Iteration 17Q: 3 clusters Score -1060430 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1060538.375000 Penalty: 4314.380371
	Iteration 18Q: 3 clusters Score -1060538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1060598.000000 Penalty: 4314.380371
	Iteration 19Q: 3 clusters Score -1060598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1060769.500000 Penalty: 4314.380371
	Iteration 20F: 3 clusters Score -1060770 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1060893.875000 Penalty: 4314.380371
	Iteration 21Q: 3 clusters Score -1060894 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1060950.000000 Penalty: 4314.380371
	Iteration 22Q: 3 clusters Score -1060950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1060987.750000 Penalty: 4314.380371
	Iteration 23Q: 3 clusters Score -1060988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1061010.000000 Penalty: 4314.380371
	Iteration 24Q: 3 clusters Score -1061010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1061030.000000 Penalty: 4314.380371
	Iteration 25Q: 3 clusters Score -1061030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1061055.000000 Penalty: 4314.380371
	Iteration 26Q: 3 clusters Score -1061055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1061070.125000 Penalty: 4314.380371
	Iteration 27Q: 3 clusters Score -1061070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1061087.375000 Penalty: 4314.380371
	Iteration 28Q: 3 clusters Score -1061087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1061101.375000 Penalty: 4314.380371
	Iteration 29Q: 3 clusters Score -1061101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1061108.250000 Penalty: 4314.380371
	Iteration 30Q: 3 clusters Score -1061108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1061112.625000 Penalty: 4314.380371
	Iteration 31Q: 3 clusters Score -1061113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1061113.125000 Penalty: 4314.380371
	Iteration 32Q: 3 clusters Score -1061113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1061114.125000 Penalty: 4314.380371
	Iteration 33Q: 3 clusters Score -1061114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1061114.750000 Penalty: 4314.380371
	Iteration 34Q: 3 clusters Score -1061115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1061120.500000 Penalty: 4314.380371
	Iteration 35F: 3 clusters Score -1061120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1061132.500000 Penalty: 4314.380371
	Iteration 36Q: 3 clusters Score -1061132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1061139.875000 Penalty: 4314.380371
	Iteration 37Q: 3 clusters Score -1061140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1061146.500000 Penalty: 4314.380371
	Iteration 38Q: 3 clusters Score -1061146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1061158.250000 Penalty: 4314.380371
	Iteration 39Q: 3 clusters Score -1061158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1061170.500000 Penalty: 4314.380371
	Iteration 40F: 3 clusters Score -1061170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1061188.625000 Penalty: 4314.380371
	Iteration 41Q: 3 clusters Score -1061189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1061204.000000 Penalty: 4314.380371
	Iteration 42Q: 3 clusters Score -1061204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1061221.250000 Penalty: 4314.380371
	Iteration 43Q: 3 clusters Score -1061221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1061245.500000 Penalty: 4314.380371
	Iteration 44Q: 3 clusters Score -1061246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1061261.625000 Penalty: 4314.380371
	Iteration 45Q: 3 clusters Score -1061262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1061270.375000 Penalty: 4314.380371
	Iteration 46Q: 3 clusters Score -1061270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1061277.250000 Penalty: 4314.380371
	Iteration 47Q: 3 clusters Score -1061277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1061291.750000 Penalty: 4314.380371
	Iteration 48Q: 3 clusters Score -1061292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1061303.000000 Penalty: 4314.380371
	Iteration 49Q: 3 clusters Score -1061303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1061305.750000 Penalty: 4314.380371
	Iteration 50Q: 3 clusters Score -1061306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1061313.250000 Penalty: 4314.380371
	Iteration 51Q: 3 clusters Score -1061313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1061322.250000 Penalty: 4314.380371
	Iteration 52Q: 3 clusters Score -1061322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1061329.625000 Penalty: 4314.380371
	Iteration 53Q: 3 clusters Score -1061330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1061339.625000 Penalty: 4314.380371
	Iteration 54Q: 3 clusters Score -1061340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1061351.375000 Penalty: 4314.380371
	Iteration 55Q: 3 clusters Score -1061351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1061357.625000 Penalty: 4314.380371
	Iteration 56Q: 3 clusters Score -1061358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1061362.875000 Penalty: 4314.380371
	Iteration 57Q: 3 clusters Score -1061363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1061365.250000 Penalty: 4314.380371
	Iteration 58Q: 3 clusters Score -1061365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1061368.750000 Penalty: 4314.380371
	Iteration 59Q: 3 clusters Score -1061369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1061372.375000 Penalty: 4314.380371
	Iteration 60F: 3 clusters Score -1061372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1061374.625000 Penalty: 4314.380371
	Iteration 61Q: 3 clusters Score -1061375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1061378.250000 Penalty: 4314.380371
	Iteration 62Q: 3 clusters Score -1061378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1061379.375000 Penalty: 4314.380371
	Iteration 63Q: 3 clusters Score -1061379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1061384.125000 Penalty: 4314.380371
	Iteration 64Q: 3 clusters Score -1061384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1061390.000000 Penalty: 4314.380371
	Iteration 65Q: 3 clusters Score -1061390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1061394.750000 Penalty: 4314.380371
	Iteration 66Q: 3 clusters Score -1061395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1061400.500000 Penalty: 4314.380371
	Iteration 67Q: 3 clusters Score -1061400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1061400.500000 Penalty: 4314.380371
	Iteration 68Q: 3 clusters Score -1061400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1061401.000000 Penalty: 4314.380371
	Iteration 69Q: 3 clusters Score -1061401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1061401.000000 Penalty: 4314.380371
	Iteration 70F: 3 clusters Score -1061401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 11040 members 
Mstep: Class 11 contains 11628 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 49095 members 
Mstep: Class 15 contains 54327 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 69333 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 32382 members 
Mstep: Class 23 contains 3349 members 
Entering Unmasked Estep 
Score: -83970976.000000 Penalty: 74053.406250
Splitting cluster 7 changes total score from -83835936.000000 to -83970976.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -252254.296875 Penalty: 1841.931763
	Iteration 0F: 2 clusters Score -252254.3 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 830 members 
Entering Unmasked Estep 
Score: -250256.171875 Penalty: 3683.863525
	Iteration 0F: 3 clusters Score -250256.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -251952.031250 Penalty: 3683.863525
	Iteration 1F: 3 clusters Score -251952 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -252950.656250 Penalty: 3683.863525
	Iteration 2F: 3 clusters Score -252950.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -253388.718750 Penalty: 3683.863525
	Iteration 3F: 3 clusters Score -253388.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -253733.781250 Penalty: 3683.863525
	Iteration 4Q: 3 clusters Score -253733.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -253946.843750 Penalty: 3683.863525
	Iteration 5Q: 3 clusters Score -253946.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -254089.078125 Penalty: 3683.863525
	Iteration 6Q: 3 clusters Score -254089.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -254239.125000 Penalty: 3683.863525
	Iteration 7Q: 3 clusters Score -254239.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -254493.109375 Penalty: 3683.863525
	Iteration 8Q: 3 clusters Score -254493.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -254634.421875 Penalty: 3683.863525
	Iteration 9Q: 3 clusters Score -254634.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -254667.828125 Penalty: 3683.863525
	Iteration 10Q: 3 clusters Score -254667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -254682.312500 Penalty: 3683.863525
	Iteration 11Q: 3 clusters Score -254682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -254692.796875 Penalty: 3683.863525
	Iteration 12Q: 3 clusters Score -254692.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -254695.046875 Penalty: 3683.863525
	Iteration 13Q: 3 clusters Score -254695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -254695.390625 Penalty: 3683.863525
	Iteration 14Q: 3 clusters Score -254695.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -254701.921875 Penalty: 3683.863525
	Iteration 15F: 3 clusters Score -254701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -254715.437500 Penalty: 3683.863525
	Iteration 16Q: 3 clusters Score -254715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -254715.984375 Penalty: 3683.863525
	Iteration 17Q: 3 clusters Score -254716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -254715.984375 Penalty: 3683.863525
	Iteration 18F: 3 clusters Score -254716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 11040 members 
Mstep: Class 11 contains 11628 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 49095 members 
Mstep: Class 15 contains 54327 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 69333 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 32382 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
Score: -83972208.000000 Penalty: 77273.117188
Splitting cluster 8 changes total score from -83835936.000000 to -83972208.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (11040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Entering Unmasked Estep 
Score: -2021544.375000 Penalty: 2308.701660
	Iteration 0F: 2 clusters Score -2021544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2013399.125000 Penalty: 4617.403320
	Iteration 0F: 3 clusters Score -2013399 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2018328.375000 Penalty: 4617.403320
	Iteration 1F: 3 clusters Score -2018328 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2021413.625000 Penalty: 4617.403320
	Iteration 2F: 3 clusters Score -2021414 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2023951.875000 Penalty: 4617.403320
	Iteration 3F: 3 clusters Score -2023952 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2025777.125000 Penalty: 4617.403320
	Iteration 4F: 3 clusters Score -2025777 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2027233.500000 Penalty: 4617.403320
	Iteration 5F: 3 clusters Score -2027234 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2028349.250000 Penalty: 4617.403320
	Iteration 6F: 3 clusters Score -2028349 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2028797.250000 Penalty: 4617.403320
	Iteration 7Q: 3 clusters Score -2028797 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2028975.000000 Penalty: 4617.403320
	Iteration 8Q: 3 clusters Score -2028975 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2029062.875000 Penalty: 4617.403320
	Iteration 9Q: 3 clusters Score -2029063 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2029121.875000 Penalty: 4617.403320
	Iteration 10Q: 3 clusters Score -2029122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2029175.125000 Penalty: 4617.403320
	Iteration 11Q: 3 clusters Score -2029175 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2029213.625000 Penalty: 4617.403320
	Iteration 12Q: 3 clusters Score -2029214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2029239.250000 Penalty: 4617.403320
	Iteration 13Q: 3 clusters Score -2029239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2029257.250000 Penalty: 4617.403320
	Iteration 14Q: 3 clusters Score -2029257 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2029277.000000 Penalty: 4617.403320
	Iteration 15Q: 3 clusters Score -2029277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2029285.125000 Penalty: 4617.403320
	Iteration 16Q: 3 clusters Score -2029285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2029291.875000 Penalty: 4617.403320
	Iteration 17Q: 3 clusters Score -2029292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2029292.625000 Penalty: 4617.403320
	Iteration 18Q: 3 clusters Score -2029293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2029295.875000 Penalty: 4617.403320
	Iteration 19Q: 3 clusters Score -2029296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2029297.000000 Penalty: 4617.403320
	Iteration 20F: 3 clusters Score -2029297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2029302.875000 Penalty: 4617.403320
	Iteration 21Q: 3 clusters Score -2029303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2029305.000000 Penalty: 4617.403320
	Iteration 22Q: 3 clusters Score -2029305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2029318.625000 Penalty: 4617.403320
	Iteration 23Q: 3 clusters Score -2029319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2029320.125000 Penalty: 4617.403320
	Iteration 24Q: 3 clusters Score -2029320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2029318.875000 Penalty: 4617.403320
	Iteration 25Q: 3 clusters Score -2029319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2029325.375000 Penalty: 4617.403320
	Iteration 26Q: 3 clusters Score -2029325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2029325.625000 Penalty: 4617.403320
	Iteration 27Q: 3 clusters Score -2029326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2029324.625000 Penalty: 4617.403320
	Iteration 28Q: 3 clusters Score -2029325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2029327.250000 Penalty: 4617.403320
	Iteration 29Q: 3 clusters Score -2029327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2029328.375000 Penalty: 4617.403320
	Iteration 30Q: 3 clusters Score -2029328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2029326.000000 Penalty: 4617.403320
	Iteration 31Q: 3 clusters Score -2029326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2029327.125000 Penalty: 4617.403320
	Iteration 32Q: 3 clusters Score -2029327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2029327.125000 Penalty: 4617.403320
	Iteration 33F: 3 clusters Score -2029327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 11628 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 49095 members 
Mstep: Class 15 contains 54327 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 69333 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 32382 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 7936 members 
Entering Unmasked Estep 
Score: -83979264.000000 Penalty: 80492.828125
Splitting cluster 10 changes total score from -83835936.000000 to -83979264.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (11628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Entering Unmasked Estep 
Score: -2266329.250000 Penalty: 2321.570557
	Iteration 0F: 2 clusters Score -2266329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2257682.250000 Penalty: 4643.141113
	Iteration 0F: 3 clusters Score -2257682 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2260657.500000 Penalty: 4643.141113
	Iteration 1F: 3 clusters Score -2260658 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2262321.250000 Penalty: 4643.141113
	Iteration 2F: 3 clusters Score -2262321 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2264896.750000 Penalty: 4643.141113
	Iteration 3F: 3 clusters Score -2264897 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2266924.500000 Penalty: 4643.141113
	Iteration 4F: 3 clusters Score -2266924 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2267777.250000 Penalty: 4643.141113
	Iteration 5F: 3 clusters Score -2267777 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2268103.750000 Penalty: 4643.141113
	Iteration 6Q: 3 clusters Score -2268104 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2268285.750000 Penalty: 4643.141113
	Iteration 7Q: 3 clusters Score -2268286 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2268407.750000 Penalty: 4643.141113
	Iteration 8Q: 3 clusters Score -2268408 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2268483.750000 Penalty: 4643.141113
	Iteration 9Q: 3 clusters Score -2268484 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2268544.000000 Penalty: 4643.141113
	Iteration 10Q: 3 clusters Score -2268544 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2268577.750000 Penalty: 4643.141113
	Iteration 11Q: 3 clusters Score -2268578 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2268603.000000 Penalty: 4643.141113
	Iteration 12Q: 3 clusters Score -2268603 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2268614.750000 Penalty: 4643.141113
	Iteration 13Q: 3 clusters Score -2268615 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2268625.250000 Penalty: 4643.141113
	Iteration 14Q: 3 clusters Score -2268625 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2268635.750000 Penalty: 4643.141113
	Iteration 15Q: 3 clusters Score -2268636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2268644.000000 Penalty: 4643.141113
	Iteration 16Q: 3 clusters Score -2268644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2268656.000000 Penalty: 4643.141113
	Iteration 17Q: 3 clusters Score -2268656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2268665.500000 Penalty: 4643.141113
	Iteration 18Q: 3 clusters Score -2268666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2268680.750000 Penalty: 4643.141113
	Iteration 19Q: 3 clusters Score -2268681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2268684.750000 Penalty: 4643.141113
	Iteration 20F: 3 clusters Score -2268685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2268693.250000 Penalty: 4643.141113
	Iteration 21Q: 3 clusters Score -2268693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2268692.250000 Penalty: 4643.141113
	Iteration 22Q: 3 clusters Score -2268692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2268701.750000 Penalty: 4643.141113
	Iteration 23Q: 3 clusters Score -2268702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2268699.500000 Penalty: 4643.141113
	Iteration 24Q: 3 clusters Score -2268700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2268702.500000 Penalty: 4643.141113
	Iteration 25Q: 3 clusters Score -2268702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2268703.250000 Penalty: 4643.141113
	Iteration 26Q: 3 clusters Score -2268703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2268704.500000 Penalty: 4643.141113
	Iteration 27Q: 3 clusters Score -2268704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2268706.750000 Penalty: 4643.141113
	Iteration 28Q: 3 clusters Score -2268707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2268703.500000 Penalty: 4643.141113
	Iteration 29Q: 3 clusters Score -2268704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2268705.500000 Penalty: 4643.141113
	Iteration 30Q: 3 clusters Score -2268706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2268704.250000 Penalty: 4643.141113
	Iteration 31Q: 3 clusters Score -2268704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2268710.500000 Penalty: 4643.141113
	Iteration 32Q: 3 clusters Score -2268710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2268716.500000 Penalty: 4643.141113
	Iteration 33Q: 3 clusters Score -2268716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2268712.750000 Penalty: 4643.141113
	Iteration 34Q: 3 clusters Score -2268713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2268715.500000 Penalty: 4643.141113
	Iteration 35Q: 3 clusters Score -2268716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2268717.250000 Penalty: 4643.141113
	Iteration 36Q: 3 clusters Score -2268717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2268718.000000 Penalty: 4643.141113
	Iteration 37Q: 3 clusters Score -2268718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2268717.500000 Penalty: 4643.141113
	Iteration 38Q: 3 clusters Score -2268718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2268716.250000 Penalty: 4643.141113
	Iteration 39Q: 3 clusters Score -2268716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2268715.000000 Penalty: 4643.141113
	Iteration 40F: 3 clusters Score -2268715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 49095 members 
Mstep: Class 15 contains 54327 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 69333 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 32382 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 7936 members 
Mstep: Class 26 contains 6137 members 
Entering Unmasked Estep 
Score: -83980456.000000 Penalty: 83712.546875
Splitting cluster 11 changes total score from -83835936.000000 to -83980456.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -71843.750000 Penalty: 1639.118652
	Iteration 0F: 2 clusters Score -71843.75 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 376 members 
Entering Unmasked Estep 
Score: -70817.781250 Penalty: 3278.237305
	Iteration 0F: 3 clusters Score -70817.78 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -73012.664062 Penalty: 3278.237305
	Iteration 1F: 3 clusters Score -73012.66 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -74779.921875 Penalty: 3278.237305
	Iteration 2F: 3 clusters Score -74779.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -75302.234375 Penalty: 3278.237305
	Iteration 3F: 3 clusters Score -75302.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -75605.296875 Penalty: 3278.237305
	Iteration 4Q: 3 clusters Score -75605.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -75745.960938 Penalty: 3278.237305
	Iteration 5Q: 3 clusters Score -75745.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75776.726562 Penalty: 3278.237305
	Iteration 6Q: 3 clusters Score -75776.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75788.914062 Penalty: 3278.237305
	Iteration 7Q: 3 clusters Score -75788.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75803.523438 Penalty: 3278.237305
	Iteration 8Q: 3 clusters Score -75803.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75805.968750 Penalty: 3278.237305
	Iteration 9Q: 3 clusters Score -75805.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75836.562500 Penalty: 3278.237305
	Iteration 10Q: 3 clusters Score -75836.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75843.789062 Penalty: 3278.237305
	Iteration 11F: 3 clusters Score -75843.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75883.140625 Penalty: 3278.237305
	Iteration 12Q: 3 clusters Score -75883.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75894.445312 Penalty: 3278.237305
	Iteration 13Q: 3 clusters Score -75894.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75897.968750 Penalty: 3278.237305
	Iteration 14Q: 3 clusters Score -75897.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75911.976562 Penalty: 3278.237305
	Iteration 15Q: 3 clusters Score -75911.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75924.289062 Penalty: 3278.237305
	Iteration 16Q: 3 clusters Score -75924.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75932.484375 Penalty: 3278.237305
	Iteration 17Q: 3 clusters Score -75932.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75932.484375 Penalty: 3278.237305
	Iteration 18F: 3 clusters Score -75932.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 49095 members 
Mstep: Class 15 contains 54327 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 69333 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 32382 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 7936 members 
Mstep: Class 26 contains 6137 members 
Mstep: Class 27 contains 280 members 
Entering Unmasked Estep 
Score: -83982976.000000 Penalty: 86932.257812
Splitting cluster 12 changes total score from -83835936.000000 to -83982976.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (10986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Entering Unmasked Estep 
Score: -2068253.250000 Penalty: 2307.485352
	Iteration 0F: 2 clusters Score -2068253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2059976.000000 Penalty: 4614.970703
	Iteration 0F: 3 clusters Score -2059976 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2063170.875000 Penalty: 4614.970703
	Iteration 1F: 3 clusters Score -2063171 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2064992.000000 Penalty: 4614.970703
	Iteration 2F: 3 clusters Score -2064992 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2066874.125000 Penalty: 4614.970703
	Iteration 3F: 3 clusters Score -2066874 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2068425.125000 Penalty: 4614.970703
	Iteration 4F: 3 clusters Score -2068425 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2069542.750000 Penalty: 4614.970703
	Iteration 5F: 3 clusters Score -2069543 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2070289.125000 Penalty: 4614.970703
	Iteration 6F: 3 clusters Score -2070289 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2070858.750000 Penalty: 4614.970703
	Iteration 7Q: 3 clusters Score -2070859 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2071226.125000 Penalty: 4614.970703
	Iteration 8Q: 3 clusters Score -2071226 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2071496.875000 Penalty: 4614.970703
	Iteration 9Q: 3 clusters Score -2071497 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2071709.625000 Penalty: 4614.970703
	Iteration 10Q: 3 clusters Score -2071710 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2071865.875000 Penalty: 4614.970703
	Iteration 11Q: 3 clusters Score -2071866 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2071985.125000 Penalty: 4614.970703
	Iteration 12Q: 3 clusters Score -2071985 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2072070.625000 Penalty: 4614.970703
	Iteration 13Q: 3 clusters Score -2072071 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2072115.000000 Penalty: 4614.970703
	Iteration 14Q: 3 clusters Score -2072115 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2072154.750000 Penalty: 4614.970703
	Iteration 15Q: 3 clusters Score -2072155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2072171.250000 Penalty: 4614.970703
	Iteration 16Q: 3 clusters Score -2072171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2072185.250000 Penalty: 4614.970703
	Iteration 17Q: 3 clusters Score -2072185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2072186.375000 Penalty: 4614.970703
	Iteration 18Q: 3 clusters Score -2072186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2072203.000000 Penalty: 4614.970703
	Iteration 19Q: 3 clusters Score -2072203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2072358.875000 Penalty: 4614.970703
	Iteration 20F: 3 clusters Score -2072359 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2072585.625000 Penalty: 4614.970703
	Iteration 21Q: 3 clusters Score -2072586 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2072919.250000 Penalty: 4614.970703
	Iteration 22Q: 3 clusters Score -2072919 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2073296.375000 Penalty: 4614.970703
	Iteration 23Q: 3 clusters Score -2073296 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2073583.500000 Penalty: 4614.970703
	Iteration 24Q: 3 clusters Score -2073584 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2073822.125000 Penalty: 4614.970703
	Iteration 25Q: 3 clusters Score -2073822 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2074004.875000 Penalty: 4614.970703
	Iteration 26Q: 3 clusters Score -2074005 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2074155.625000 Penalty: 4614.970703
	Iteration 27Q: 3 clusters Score -2074156 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2074256.625000 Penalty: 4614.970703
	Iteration 28Q: 3 clusters Score -2074257 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2074315.250000 Penalty: 4614.970703
	Iteration 29Q: 3 clusters Score -2074315 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2074351.000000 Penalty: 4614.970703
	Iteration 30Q: 3 clusters Score -2074351 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2074380.000000 Penalty: 4614.970703
	Iteration 31Q: 3 clusters Score -2074380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2074392.000000 Penalty: 4614.970703
	Iteration 32Q: 3 clusters Score -2074392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2074405.750000 Penalty: 4614.970703
	Iteration 33Q: 3 clusters Score -2074406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2074409.875000 Penalty: 4614.970703
	Iteration 34Q: 3 clusters Score -2074410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2074417.375000 Penalty: 4614.970703
	Iteration 35Q: 3 clusters Score -2074417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2074419.375000 Penalty: 4614.970703
	Iteration 36Q: 3 clusters Score -2074419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2074422.750000 Penalty: 4614.970703
	Iteration 37Q: 3 clusters Score -2074423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2074428.625000 Penalty: 4614.970703
	Iteration 38Q: 3 clusters Score -2074429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2074426.000000 Penalty: 4614.970703
	Iteration 39Q: 3 clusters Score -2074426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2074425.250000 Penalty: 4614.970703
	Iteration 40F: 3 clusters Score -2074425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2074425.500000 Penalty: 4614.970703
	Iteration 41Q: 3 clusters Score -2074426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2074427.875000 Penalty: 4614.970703
	Iteration 42Q: 3 clusters Score -2074428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2074427.000000 Penalty: 4614.970703
	Iteration 43Q: 3 clusters Score -2074427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2074426.250000 Penalty: 4614.970703
	Iteration 44Q: 3 clusters Score -2074426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2074429.625000 Penalty: 4614.970703
	Iteration 45Q: 3 clusters Score -2074430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2074430.750000 Penalty: 4614.970703
	Iteration 46Q: 3 clusters Score -2074431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2074427.750000 Penalty: 4614.970703
	Iteration 47Q: 3 clusters Score -2074428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2074430.500000 Penalty: 4614.970703
	Iteration 48Q: 3 clusters Score -2074430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2074432.625000 Penalty: 4614.970703
	Iteration 49Q: 3 clusters Score -2074433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2074434.250000 Penalty: 4614.970703
	Iteration 50Q: 3 clusters Score -2074434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2074434.250000 Penalty: 4614.970703
	Iteration 51F: 3 clusters Score -2074434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 49095 members 
Mstep: Class 15 contains 54327 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 69333 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 32382 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 7936 members 
Mstep: Class 26 contains 6137 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5808 members 
Entering Unmasked Estep 
Score: -83988224.000000 Penalty: 90151.968750
Splitting cluster 13 changes total score from -83835936.000000 to -83988224.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (49095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Entering Unmasked Estep 
Score: -10015126.000000 Penalty: 2678.775146
	Iteration 0F: 2 clusters Score -1.001513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -10011876.000000 Penalty: 5357.550293
	Iteration 0F: 3 clusters Score -1.001188e+07 nChanged 22665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -10024470.000000 Penalty: 5357.550293
	Iteration 1F: 3 clusters Score -1.002447e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -10025562.000000 Penalty: 5357.550293
	Iteration 2F: 3 clusters Score -1.002556e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -10026829.000000 Penalty: 5357.550293
	Iteration 3F: 3 clusters Score -1.002683e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -10028000.000000 Penalty: 5357.550293
	Iteration 4F: 3 clusters Score -1.0028e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -10029104.000000 Penalty: 5357.550293
	Iteration 5F: 3 clusters Score -1.00291e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -10030494.000000 Penalty: 5357.550293
	Iteration 6F: 3 clusters Score -1.003049e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -10031944.000000 Penalty: 5357.550293
	Iteration 7F: 3 clusters Score -1.003194e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -10033006.000000 Penalty: 5357.550293
	Iteration 8F: 3 clusters Score -1.003301e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -10033552.000000 Penalty: 5357.550293
	Iteration 9Q: 3 clusters Score -1.003355e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -10033758.000000 Penalty: 5357.550293
	Iteration 10Q: 3 clusters Score -1.003376e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -10033955.000000 Penalty: 5357.550293
	Iteration 11Q: 3 clusters Score -1.003396e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -10034162.000000 Penalty: 5357.550293
	Iteration 12Q: 3 clusters Score -1.003416e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -10034281.000000 Penalty: 5357.550293
	Iteration 13Q: 3 clusters Score -1.003428e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -10034352.000000 Penalty: 5357.550293
	Iteration 14Q: 3 clusters Score -1.003435e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -10034364.000000 Penalty: 5357.550293
	Iteration 15Q: 3 clusters Score -1.003436e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -10034388.000000 Penalty: 5357.550293
	Iteration 16Q: 3 clusters Score -1.003439e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -10034489.000000 Penalty: 5357.550293
	Iteration 17Q: 3 clusters Score -1.003449e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -10034601.000000 Penalty: 5357.550293
	Iteration 18Q: 3 clusters Score -1.00346e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -10034614.000000 Penalty: 5357.550293
	Iteration 19Q: 3 clusters Score -1.003461e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -10034654.000000 Penalty: 5357.550293
	Iteration 20F: 3 clusters Score -1.003465e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -10034635.000000 Penalty: 5357.550293
	Iteration 21Q: 3 clusters Score -1.003464e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -10034560.000000 Penalty: 5357.550293
	Iteration 22Q: 3 clusters Score -1.003456e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -10034524.000000 Penalty: 5357.550293
	Iteration 23Q: 3 clusters Score -1.003452e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -10034499.000000 Penalty: 5357.550293
	Iteration 24Q: 3 clusters Score -1.00345e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -10034455.000000 Penalty: 5357.550293
	Iteration 25Q: 3 clusters Score -1.003446e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -10034323.000000 Penalty: 5357.550293
	Iteration 26Q: 3 clusters Score -1.003432e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -10034182.000000 Penalty: 5357.550293
	Iteration 27Q: 3 clusters Score -1.003418e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -10034023.000000 Penalty: 5357.550293
	Iteration 28Q: 3 clusters Score -1.003402e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -10033978.000000 Penalty: 5357.550293
	Iteration 29Q: 3 clusters Score -1.003398e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -10033979.000000 Penalty: 5357.550293
	Iteration 30Q: 3 clusters Score -1.003398e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -10033950.000000 Penalty: 5357.550293
	Iteration 31Q: 3 clusters Score -1.003395e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -10033902.000000 Penalty: 5357.550293
	Iteration 32Q: 3 clusters Score -1.00339e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -10033901.000000 Penalty: 5357.550293
	Iteration 33Q: 3 clusters Score -1.00339e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -10033928.000000 Penalty: 5357.550293
	Iteration 34Q: 3 clusters Score -1.003393e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -10033900.000000 Penalty: 5357.550293
	Iteration 35Q: 3 clusters Score -1.00339e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -10033865.000000 Penalty: 5357.550293
	Iteration 36Q: 3 clusters Score -1.003386e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -10033829.000000 Penalty: 5357.550293
	Iteration 37Q: 3 clusters Score -1.003383e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -10033818.000000 Penalty: 5357.550293
	Iteration 38Q: 3 clusters Score -1.003382e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -10033839.000000 Penalty: 5357.550293
	Iteration 39Q: 3 clusters Score -1.003384e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -10033826.000000 Penalty: 5357.550293
	Iteration 40F: 3 clusters Score -1.003383e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -10033850.000000 Penalty: 5357.550293
	Iteration 41Q: 3 clusters Score -1.003385e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -10033846.000000 Penalty: 5357.550293
	Iteration 42Q: 3 clusters Score -1.003385e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -10033835.000000 Penalty: 5357.550293
	Iteration 43Q: 3 clusters Score -1.003384e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -10033837.000000 Penalty: 5357.550293
	Iteration 44Q: 3 clusters Score -1.003384e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -10033871.000000 Penalty: 5357.550293
	Iteration 45Q: 3 clusters Score -1.003387e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -10033876.000000 Penalty: 5357.550293
	Iteration 46Q: 3 clusters Score -1.003388e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -10033862.000000 Penalty: 5357.550293
	Iteration 47Q: 3 clusters Score -1.003386e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -10033861.000000 Penalty: 5357.550293
	Iteration 48Q: 3 clusters Score -1.003386e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -10033845.000000 Penalty: 5357.550293
	Iteration 49Q: 3 clusters Score -1.003384e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -10033842.000000 Penalty: 5357.550293
	Iteration 50Q: 3 clusters Score -1.003384e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -10033843.000000 Penalty: 5357.550293
	Iteration 51Q: 3 clusters Score -1.003384e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -10033848.000000 Penalty: 5357.550293
	Iteration 52Q: 3 clusters Score -1.003385e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -10033869.000000 Penalty: 5357.550293
	Iteration 53Q: 3 clusters Score -1.003387e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -10033862.000000 Penalty: 5357.550293
	Iteration 54Q: 3 clusters Score -1.003386e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -10033839.000000 Penalty: 5357.550293
	Iteration 55Q: 3 clusters Score -1.003384e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -10033839.000000 Penalty: 5357.550293
	Iteration 56Q: 3 clusters Score -1.003384e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -10033844.000000 Penalty: 5357.550293
	Iteration 57Q: 3 clusters Score -1.003384e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -10033850.000000 Penalty: 5357.550293
	Iteration 58Q: 3 clusters Score -1.003385e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -10033842.000000 Penalty: 5357.550293
	Iteration 59Q: 3 clusters Score -1.003384e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -10033817.000000 Penalty: 5357.550293
	Iteration 60F: 3 clusters Score -1.003382e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -10033813.000000 Penalty: 5357.550293
	Iteration 61Q: 3 clusters Score -1.003381e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -10033819.000000 Penalty: 5357.550293
	Iteration 62Q: 3 clusters Score -1.003382e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -10033815.000000 Penalty: 5357.550293
	Iteration 63Q: 3 clusters Score -1.003382e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -10033804.000000 Penalty: 5357.550293
	Iteration 64Q: 3 clusters Score -1.00338e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -10033813.000000 Penalty: 5357.550293
	Iteration 65Q: 3 clusters Score -1.003381e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -10033802.000000 Penalty: 5357.550293
	Iteration 66Q: 3 clusters Score -1.00338e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -10033804.000000 Penalty: 5357.550293
	Iteration 67Q: 3 clusters Score -1.00338e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -10033793.000000 Penalty: 5357.550293
	Iteration 68Q: 3 clusters Score -1.003379e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -10033797.000000 Penalty: 5357.550293
	Iteration 69Q: 3 clusters Score -1.00338e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -10033803.000000 Penalty: 5357.550293
	Iteration 70Q: 3 clusters Score -1.00338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -10033815.000000 Penalty: 5357.550293
	Iteration 71Q: 3 clusters Score -1.003382e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -10033791.000000 Penalty: 5357.550293
	Iteration 72Q: 3 clusters Score -1.003379e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -10033782.000000 Penalty: 5357.550293
	Iteration 73Q: 3 clusters Score -1.003378e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -10033781.000000 Penalty: 5357.550293
	Iteration 74Q: 3 clusters Score -1.003378e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -10033758.000000 Penalty: 5357.550293
	Iteration 75Q: 3 clusters Score -1.003376e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -10033777.000000 Penalty: 5357.550293
	Iteration 76Q: 3 clusters Score -1.003378e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -10033774.000000 Penalty: 5357.550293
	Iteration 77Q: 3 clusters Score -1.003377e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -10033759.000000 Penalty: 5357.550293
	Iteration 78Q: 3 clusters Score -1.003376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -10033768.000000 Penalty: 5357.550293
	Iteration 79Q: 3 clusters Score -1.003377e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -10033779.000000 Penalty: 5357.550293
	Iteration 80F: 3 clusters Score -1.003378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -10033783.000000 Penalty: 5357.550293
	Iteration 81Q: 3 clusters Score -1.003378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -10033780.000000 Penalty: 5357.550293
	Iteration 82Q: 3 clusters Score -1.003378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -10033783.000000 Penalty: 5357.550293
	Iteration 83Q: 3 clusters Score -1.003378e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -10033772.000000 Penalty: 5357.550293
	Iteration 84Q: 3 clusters Score -1.003377e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -10033759.000000 Penalty: 5357.550293
	Iteration 85Q: 3 clusters Score -1.003376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -10033769.000000 Penalty: 5357.550293
	Iteration 86Q: 3 clusters Score -1.003377e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -10033778.000000 Penalty: 5357.550293
	Iteration 87Q: 3 clusters Score -1.003378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -10033796.000000 Penalty: 5357.550293
	Iteration 88Q: 3 clusters Score -1.00338e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -10033805.000000 Penalty: 5357.550293
	Iteration 89Q: 3 clusters Score -1.00338e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -10033814.000000 Penalty: 5357.550293
	Iteration 90Q: 3 clusters Score -1.003381e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -10033818.000000 Penalty: 5357.550293
	Iteration 91Q: 3 clusters Score -1.003382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -10033794.000000 Penalty: 5357.550293
	Iteration 92Q: 3 clusters Score -1.003379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -10033795.000000 Penalty: 5357.550293
	Iteration 93Q: 3 clusters Score -1.00338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -10033784.000000 Penalty: 5357.550293
	Iteration 94Q: 3 clusters Score -1.003378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -10033773.000000 Penalty: 5357.550293
	Iteration 95Q: 3 clusters Score -1.003377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -10033782.000000 Penalty: 5357.550293
	Iteration 96Q: 3 clusters Score -1.003378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -10033790.000000 Penalty: 5357.550293
	Iteration 97Q: 3 clusters Score -1.003379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -10033787.000000 Penalty: 5357.550293
	Iteration 98Q: 3 clusters Score -1.003379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -10033784.000000 Penalty: 5357.550293
	Iteration 99Q: 3 clusters Score -1.003378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -10033778.000000 Penalty: 5357.550293
	Iteration 100F: 3 clusters Score -1.003378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -10033778.000000 Penalty: 5357.550293
	Iteration 101Q: 3 clusters Score -1.003378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -10033778.000000 Penalty: 5357.550293
	Iteration 102Q: 3 clusters Score -1.003378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -10033782.000000 Penalty: 5357.550293
	Iteration 103Q: 3 clusters Score -1.003378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -10033778.000000 Penalty: 5357.550293
	Iteration 104Q: 3 clusters Score -1.003378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -10033780.000000 Penalty: 5357.550293
	Iteration 105Q: 3 clusters Score -1.003378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -10033780.000000 Penalty: 5357.550293
	Iteration 106F: 3 clusters Score -1.003378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 23026 members 
Mstep: Class 15 contains 54327 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 69333 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 32382 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 7936 members 
Mstep: Class 26 contains 6137 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5808 members 
Mstep: Class 29 contains 26069 members 
Entering Unmasked Estep 
Score: -84005840.000000 Penalty: 93371.687500
Splitting cluster 14 changes total score from -83835936.000000 to -84005840.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (54327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Entering Unmasked Estep 
Score: -10250328.000000 Penalty: 2703.888672
	Iteration 0F: 2 clusters Score -1.025033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -10214776.000000 Penalty: 5407.777344
	Iteration 0F: 3 clusters Score -1.021478e+07 nChanged 25161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -10232168.000000 Penalty: 5407.777344
	Iteration 1F: 3 clusters Score -1.023217e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -10244873.000000 Penalty: 5407.777344
	Iteration 2F: 3 clusters Score -1.024487e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -10258531.000000 Penalty: 5407.777344
	Iteration 3F: 3 clusters Score -1.025853e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -10267692.000000 Penalty: 5407.777344
	Iteration 4F: 3 clusters Score -1.026769e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -10271051.000000 Penalty: 5407.777344
	Iteration 5F: 3 clusters Score -1.027105e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -10271865.000000 Penalty: 5407.777344
	Iteration 6Q: 3 clusters Score -1.027186e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -10272152.000000 Penalty: 5407.777344
	Iteration 7Q: 3 clusters Score -1.027215e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -10272382.000000 Penalty: 5407.777344
	Iteration 8Q: 3 clusters Score -1.027238e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -10272551.000000 Penalty: 5407.777344
	Iteration 9Q: 3 clusters Score -1.027255e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -10272617.000000 Penalty: 5407.777344
	Iteration 10Q: 3 clusters Score -1.027262e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -10272802.000000 Penalty: 5407.777344
	Iteration 11Q: 3 clusters Score -1.02728e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -10272917.000000 Penalty: 5407.777344
	Iteration 12Q: 3 clusters Score -1.027292e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -10273094.000000 Penalty: 5407.777344
	Iteration 13Q: 3 clusters Score -1.027309e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -10273325.000000 Penalty: 5407.777344
	Iteration 14Q: 3 clusters Score -1.027332e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -10273596.000000 Penalty: 5407.777344
	Iteration 15Q: 3 clusters Score -1.02736e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -10273873.000000 Penalty: 5407.777344
	Iteration 16Q: 3 clusters Score -1.027387e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -10274215.000000 Penalty: 5407.777344
	Iteration 17Q: 3 clusters Score -1.027422e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -10274426.000000 Penalty: 5407.777344
	Iteration 18Q: 3 clusters Score -1.027443e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -10274574.000000 Penalty: 5407.777344
	Iteration 19Q: 3 clusters Score -1.027457e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -10274675.000000 Penalty: 5407.777344
	Iteration 20F: 3 clusters Score -1.027468e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -10274707.000000 Penalty: 5407.777344
	Iteration 21Q: 3 clusters Score -1.027471e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -10274758.000000 Penalty: 5407.777344
	Iteration 22Q: 3 clusters Score -1.027476e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -10274769.000000 Penalty: 5407.777344
	Iteration 23Q: 3 clusters Score -1.027477e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -10274780.000000 Penalty: 5407.777344
	Iteration 24Q: 3 clusters Score -1.027478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -10274796.000000 Penalty: 5407.777344
	Iteration 25Q: 3 clusters Score -1.02748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -10274793.000000 Penalty: 5407.777344
	Iteration 26Q: 3 clusters Score -1.027479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -10274795.000000 Penalty: 5407.777344
	Iteration 27Q: 3 clusters Score -1.02748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -10274807.000000 Penalty: 5407.777344
	Iteration 28Q: 3 clusters Score -1.027481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -10274810.000000 Penalty: 5407.777344
	Iteration 29Q: 3 clusters Score -1.027481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -10274806.000000 Penalty: 5407.777344
	Iteration 30Q: 3 clusters Score -1.027481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -10274809.000000 Penalty: 5407.777344
	Iteration 31Q: 3 clusters Score -1.027481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -10274809.000000 Penalty: 5407.777344
	Iteration 32F: 3 clusters Score -1.027481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 23026 members 
Mstep: Class 15 contains 4916 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 69333 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 32382 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 7936 members 
Mstep: Class 26 contains 6137 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5808 members 
Mstep: Class 29 contains 26069 members 
Mstep: Class 30 contains 49411 members 
Entering Unmasked Estep 
Score: -84030184.000000 Penalty: 96591.398438
Splitting cluster 15 changes total score from -83835936.000000 to -84030184.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -749412.000000 Penalty: 2089.799805
	Iteration 0F: 2 clusters Score -749412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -745615.375000 Penalty: 4179.599609
	Iteration 0F: 3 clusters Score -745615.4 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -748189.437500 Penalty: 4179.599609
	Iteration 1F: 3 clusters Score -748189.4 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -750601.000000 Penalty: 4179.599609
	Iteration 2F: 3 clusters Score -750601 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -752880.125000 Penalty: 4179.599609
	Iteration 3F: 3 clusters Score -752880.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -754504.437500 Penalty: 4179.599609
	Iteration 4F: 3 clusters Score -754504.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -755596.750000 Penalty: 4179.599609
	Iteration 5F: 3 clusters Score -755596.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -756380.687500 Penalty: 4179.599609
	Iteration 6Q: 3 clusters Score -756380.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -756622.375000 Penalty: 4179.599609
	Iteration 7Q: 3 clusters Score -756622.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -756691.062500 Penalty: 4179.599609
	Iteration 8Q: 3 clusters Score -756691.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -756709.750000 Penalty: 4179.599609
	Iteration 9Q: 3 clusters Score -756709.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -756720.187500 Penalty: 4179.599609
	Iteration 10Q: 3 clusters Score -756720.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -756727.375000 Penalty: 4179.599609
	Iteration 11Q: 3 clusters Score -756727.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -756730.500000 Penalty: 4179.599609
	Iteration 12Q: 3 clusters Score -756730.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -756731.125000 Penalty: 4179.599609
	Iteration 13Q: 3 clusters Score -756731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -756732.500000 Penalty: 4179.599609
	Iteration 14Q: 3 clusters Score -756732.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -756733.812500 Penalty: 4179.599609
	Iteration 15Q: 3 clusters Score -756733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -756736.750000 Penalty: 4179.599609
	Iteration 16Q: 3 clusters Score -756736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -756736.187500 Penalty: 4179.599609
	Iteration 17Q: 3 clusters Score -756736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -756736.437500 Penalty: 4179.599609
	Iteration 18Q: 3 clusters Score -756736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -756739.875000 Penalty: 4179.599609
	Iteration 19Q: 3 clusters Score -756739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -756738.687500 Penalty: 4179.599609
	Iteration 20F: 3 clusters Score -756738.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 23026 members 
Mstep: Class 15 contains 4916 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 69333 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 32382 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 7936 members 
Mstep: Class 26 contains 6137 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5808 members 
Mstep: Class 29 contains 26069 members 
Mstep: Class 30 contains 49411 members 
Mstep: Class 31 contains 1307 members 
Entering Unmasked Estep 
Score: -84036400.000000 Penalty: 99811.109375
Splitting cluster 16 changes total score from -83835936.000000 to -84036400.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (69333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69333 members 
Entering Unmasked Estep 
Score: -13573999.000000 Penalty: 2764.375732
	Iteration 0F: 2 clusters Score -1.3574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -13579005.000000 Penalty: 5528.751465
	Iteration 0F: 3 clusters Score -1.3579e+07 nChanged 32631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -13596996.000000 Penalty: 5528.751465
	Iteration 1F: 3 clusters Score -1.3597e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -13597957.000000 Penalty: 5528.751465
	Iteration 2F: 3 clusters Score -1.359796e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -13599306.000000 Penalty: 5528.751465
	Iteration 3F: 3 clusters Score -1.359931e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -13600933.000000 Penalty: 5528.751465
	Iteration 4F: 3 clusters Score -1.360093e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -13603555.000000 Penalty: 5528.751465
	Iteration 5F: 3 clusters Score -1.360356e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -13606950.000000 Penalty: 5528.751465
	Iteration 6F: 3 clusters Score -1.360695e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -13609308.000000 Penalty: 5528.751465
	Iteration 7F: 3 clusters Score -1.360931e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -13609917.000000 Penalty: 5528.751465
	Iteration 8Q: 3 clusters Score -1.360992e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -13610059.000000 Penalty: 5528.751465
	Iteration 9Q: 3 clusters Score -1.361006e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -13610099.000000 Penalty: 5528.751465
	Iteration 10Q: 3 clusters Score -1.36101e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -13610108.000000 Penalty: 5528.751465
	Iteration 11Q: 3 clusters Score -1.361011e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -13610153.000000 Penalty: 5528.751465
	Iteration 12Q: 3 clusters Score -1.361015e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -13610142.000000 Penalty: 5528.751465
	Iteration 13Q: 3 clusters Score -1.361014e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -13610192.000000 Penalty: 5528.751465
	Iteration 14Q: 3 clusters Score -1.361019e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -13610167.000000 Penalty: 5528.751465
	Iteration 15Q: 3 clusters Score -1.361017e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -13610183.000000 Penalty: 5528.751465
	Iteration 16Q: 3 clusters Score -1.361018e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -13610190.000000 Penalty: 5528.751465
	Iteration 17Q: 3 clusters Score -1.361019e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -13610213.000000 Penalty: 5528.751465
	Iteration 18Q: 3 clusters Score -1.361021e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -13610190.000000 Penalty: 5528.751465
	Iteration 19Q: 3 clusters Score -1.361019e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -13610156.000000 Penalty: 5528.751465
	Iteration 20F: 3 clusters Score -1.361016e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -13610207.000000 Penalty: 5528.751465
	Iteration 21Q: 3 clusters Score -1.361021e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -13610178.000000 Penalty: 5528.751465
	Iteration 22Q: 3 clusters Score -1.361018e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -13610229.000000 Penalty: 5528.751465
	Iteration 23Q: 3 clusters Score -1.361023e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -13610237.000000 Penalty: 5528.751465
	Iteration 24Q: 3 clusters Score -1.361024e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -13610242.000000 Penalty: 5528.751465
	Iteration 25Q: 3 clusters Score -1.361024e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -13610242.000000 Penalty: 5528.751465
	Iteration 26Q: 3 clusters Score -1.361024e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -13610255.000000 Penalty: 5528.751465
	Iteration 27Q: 3 clusters Score -1.361026e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -13610284.000000 Penalty: 5528.751465
	Iteration 28Q: 3 clusters Score -1.361028e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -13610287.000000 Penalty: 5528.751465
	Iteration 29Q: 3 clusters Score -1.361029e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -13610224.000000 Penalty: 5528.751465
	Iteration 30Q: 3 clusters Score -1.361022e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -13610210.000000 Penalty: 5528.751465
	Iteration 31Q: 3 clusters Score -1.361021e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -13610210.000000 Penalty: 5528.751465
	Iteration 32Q: 3 clusters Score -1.361021e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -13610217.000000 Penalty: 5528.751465
	Iteration 33Q: 3 clusters Score -1.361022e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -13610249.000000 Penalty: 5528.751465
	Iteration 34Q: 3 clusters Score -1.361025e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -13610233.000000 Penalty: 5528.751465
	Iteration 35Q: 3 clusters Score -1.361023e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -13610222.000000 Penalty: 5528.751465
	Iteration 36Q: 3 clusters Score -1.361022e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -13610262.000000 Penalty: 5528.751465
	Iteration 37Q: 3 clusters Score -1.361026e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -13610256.000000 Penalty: 5528.751465
	Iteration 38Q: 3 clusters Score -1.361026e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -13610233.000000 Penalty: 5528.751465
	Iteration 39Q: 3 clusters Score -1.361023e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -13610255.000000 Penalty: 5528.751465
	Iteration 40F: 3 clusters Score -1.361026e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -13610215.000000 Penalty: 5528.751465
	Iteration 41Q: 3 clusters Score -1.361022e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -13610157.000000 Penalty: 5528.751465
	Iteration 42Q: 3 clusters Score -1.361016e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -13610144.000000 Penalty: 5528.751465
	Iteration 43Q: 3 clusters Score -1.361014e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -13610132.000000 Penalty: 5528.751465
	Iteration 44Q: 3 clusters Score -1.361013e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -13610117.000000 Penalty: 5528.751465
	Iteration 45Q: 3 clusters Score -1.361012e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -13610133.000000 Penalty: 5528.751465
	Iteration 46Q: 3 clusters Score -1.361013e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -13610100.000000 Penalty: 5528.751465
	Iteration 47Q: 3 clusters Score -1.36101e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -13610102.000000 Penalty: 5528.751465
	Iteration 48Q: 3 clusters Score -1.36101e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -13610154.000000 Penalty: 5528.751465
	Iteration 49Q: 3 clusters Score -1.361015e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -13610148.000000 Penalty: 5528.751465
	Iteration 50Q: 3 clusters Score -1.361015e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -13610177.000000 Penalty: 5528.751465
	Iteration 51Q: 3 clusters Score -1.361018e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -13610180.000000 Penalty: 5528.751465
	Iteration 52Q: 3 clusters Score -1.361018e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -13610197.000000 Penalty: 5528.751465
	Iteration 53Q: 3 clusters Score -1.36102e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -13610175.000000 Penalty: 5528.751465
	Iteration 54Q: 3 clusters Score -1.361018e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -13610152.000000 Penalty: 5528.751465
	Iteration 55Q: 3 clusters Score -1.361015e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -13610161.000000 Penalty: 5528.751465
	Iteration 56Q: 3 clusters Score -1.361016e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -13610158.000000 Penalty: 5528.751465
	Iteration 57Q: 3 clusters Score -1.361016e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -13610160.000000 Penalty: 5528.751465
	Iteration 58Q: 3 clusters Score -1.361016e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -13610173.000000 Penalty: 5528.751465
	Iteration 59Q: 3 clusters Score -1.361017e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -13610191.000000 Penalty: 5528.751465
	Iteration 60F: 3 clusters Score -1.361019e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -13610229.000000 Penalty: 5528.751465
	Iteration 61Q: 3 clusters Score -1.361023e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -13610223.000000 Penalty: 5528.751465
	Iteration 62Q: 3 clusters Score -1.361022e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -13610234.000000 Penalty: 5528.751465
	Iteration 63Q: 3 clusters Score -1.361023e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -13610237.000000 Penalty: 5528.751465
	Iteration 64Q: 3 clusters Score -1.361024e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -13610201.000000 Penalty: 5528.751465
	Iteration 65Q: 3 clusters Score -1.36102e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -13610210.000000 Penalty: 5528.751465
	Iteration 66Q: 3 clusters Score -1.361021e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -13610198.000000 Penalty: 5528.751465
	Iteration 67Q: 3 clusters Score -1.36102e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -13610232.000000 Penalty: 5528.751465
	Iteration 68Q: 3 clusters Score -1.361023e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -13610243.000000 Penalty: 5528.751465
	Iteration 69Q: 3 clusters Score -1.361024e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -13610254.000000 Penalty: 5528.751465
	Iteration 70Q: 3 clusters Score -1.361025e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -13610196.000000 Penalty: 5528.751465
	Iteration 71Q: 3 clusters Score -1.36102e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -13610177.000000 Penalty: 5528.751465
	Iteration 72Q: 3 clusters Score -1.361018e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -13610173.000000 Penalty: 5528.751465
	Iteration 73Q: 3 clusters Score -1.361017e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -13610234.000000 Penalty: 5528.751465
	Iteration 74Q: 3 clusters Score -1.361023e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -13610247.000000 Penalty: 5528.751465
	Iteration 75Q: 3 clusters Score -1.361025e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -13610252.000000 Penalty: 5528.751465
	Iteration 76Q: 3 clusters Score -1.361025e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -13610192.000000 Penalty: 5528.751465
	Iteration 77Q: 3 clusters Score -1.361019e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -13610154.000000 Penalty: 5528.751465
	Iteration 78Q: 3 clusters Score -1.361015e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -13610104.000000 Penalty: 5528.751465
	Iteration 79Q: 3 clusters Score -1.36101e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -13610093.000000 Penalty: 5528.751465
	Iteration 80F: 3 clusters Score -1.361009e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -13610109.000000 Penalty: 5528.751465
	Iteration 81Q: 3 clusters Score -1.361011e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -13610076.000000 Penalty: 5528.751465
	Iteration 82Q: 3 clusters Score -1.361008e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -13610044.000000 Penalty: 5528.751465
	Iteration 83Q: 3 clusters Score -1.361004e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -13610071.000000 Penalty: 5528.751465
	Iteration 84Q: 3 clusters Score -1.361007e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -13610049.000000 Penalty: 5528.751465
	Iteration 85Q: 3 clusters Score -1.361005e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -13610029.000000 Penalty: 5528.751465
	Iteration 86Q: 3 clusters Score -1.361003e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -13610037.000000 Penalty: 5528.751465
	Iteration 87Q: 3 clusters Score -1.361004e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -13610006.000000 Penalty: 5528.751465
	Iteration 88Q: 3 clusters Score -1.361001e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -13609998.000000 Penalty: 5528.751465
	Iteration 89Q: 3 clusters Score -1.361e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -13609997.000000 Penalty: 5528.751465
	Iteration 90Q: 3 clusters Score -1.361e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -13610008.000000 Penalty: 5528.751465
	Iteration 91Q: 3 clusters Score -1.361001e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -13609994.000000 Penalty: 5528.751465
	Iteration 92Q: 3 clusters Score -1.360999e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -13609974.000000 Penalty: 5528.751465
	Iteration 93Q: 3 clusters Score -1.360997e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -13609972.000000 Penalty: 5528.751465
	Iteration 94Q: 3 clusters Score -1.360997e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -13609995.000000 Penalty: 5528.751465
	Iteration 95Q: 3 clusters Score -1.361e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -13610024.000000 Penalty: 5528.751465
	Iteration 96Q: 3 clusters Score -1.361002e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -13610018.000000 Penalty: 5528.751465
	Iteration 97Q: 3 clusters Score -1.361002e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -13610029.000000 Penalty: 5528.751465
	Iteration 98Q: 3 clusters Score -1.361003e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -13610030.000000 Penalty: 5528.751465
	Iteration 99Q: 3 clusters Score -1.361003e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -13610036.000000 Penalty: 5528.751465
	Iteration 100F: 3 clusters Score -1.361004e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -13610011.000000 Penalty: 5528.751465
	Iteration 101Q: 3 clusters Score -1.361001e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -13610023.000000 Penalty: 5528.751465
	Iteration 102Q: 3 clusters Score -1.361002e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -13610020.000000 Penalty: 5528.751465
	Iteration 103Q: 3 clusters Score -1.361002e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -13610040.000000 Penalty: 5528.751465
	Iteration 104Q: 3 clusters Score -1.361004e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -13610049.000000 Penalty: 5528.751465
	Iteration 105Q: 3 clusters Score -1.361005e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -13610028.000000 Penalty: 5528.751465
	Iteration 106Q: 3 clusters Score -1.361003e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -13609993.000000 Penalty: 5528.751465
	Iteration 107Q: 3 clusters Score -1.360999e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -13610021.000000 Penalty: 5528.751465
	Iteration 108Q: 3 clusters Score -1.361002e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -13609978.000000 Penalty: 5528.751465
	Iteration 109Q: 3 clusters Score -1.360998e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -13609970.000000 Penalty: 5528.751465
	Iteration 110Q: 3 clusters Score -1.360997e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -13609962.000000 Penalty: 5528.751465
	Iteration 111Q: 3 clusters Score -1.360996e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -13609957.000000 Penalty: 5528.751465
	Iteration 112Q: 3 clusters Score -1.360996e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -13609940.000000 Penalty: 5528.751465
	Iteration 113Q: 3 clusters Score -1.360994e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -13609969.000000 Penalty: 5528.751465
	Iteration 114Q: 3 clusters Score -1.360997e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -13609973.000000 Penalty: 5528.751465
	Iteration 115Q: 3 clusters Score -1.360997e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -13609982.000000 Penalty: 5528.751465
	Iteration 116Q: 3 clusters Score -1.360998e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -13609966.000000 Penalty: 5528.751465
	Iteration 117Q: 3 clusters Score -1.360997e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -13609949.000000 Penalty: 5528.751465
	Iteration 118Q: 3 clusters Score -1.360995e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -13609954.000000 Penalty: 5528.751465
	Iteration 119Q: 3 clusters Score -1.360995e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -13609963.000000 Penalty: 5528.751465
	Iteration 120F: 3 clusters Score -1.360996e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -13609981.000000 Penalty: 5528.751465
	Iteration 121Q: 3 clusters Score -1.360998e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -13609996.000000 Penalty: 5528.751465
	Iteration 122Q: 3 clusters Score -1.361e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -13609998.000000 Penalty: 5528.751465
	Iteration 123Q: 3 clusters Score -1.361e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -13609991.000000 Penalty: 5528.751465
	Iteration 124Q: 3 clusters Score -1.360999e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -13609976.000000 Penalty: 5528.751465
	Iteration 125Q: 3 clusters Score -1.360998e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -13609976.000000 Penalty: 5528.751465
	Iteration 126Q: 3 clusters Score -1.360998e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -13609990.000000 Penalty: 5528.751465
	Iteration 127Q: 3 clusters Score -1.360999e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -13609972.000000 Penalty: 5528.751465
	Iteration 128Q: 3 clusters Score -1.360997e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -13609969.000000 Penalty: 5528.751465
	Iteration 129Q: 3 clusters Score -1.360997e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -13609972.000000 Penalty: 5528.751465
	Iteration 130Q: 3 clusters Score -1.360997e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -13609962.000000 Penalty: 5528.751465
	Iteration 131Q: 3 clusters Score -1.360996e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -13609959.000000 Penalty: 5528.751465
	Iteration 132Q: 3 clusters Score -1.360996e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -13609956.000000 Penalty: 5528.751465
	Iteration 133Q: 3 clusters Score -1.360996e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -13609952.000000 Penalty: 5528.751465
	Iteration 134Q: 3 clusters Score -1.360995e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -13609950.000000 Penalty: 5528.751465
	Iteration 135Q: 3 clusters Score -1.360995e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -13609945.000000 Penalty: 5528.751465
	Iteration 136Q: 3 clusters Score -1.360994e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -13609913.000000 Penalty: 5528.751465
	Iteration 137Q: 3 clusters Score -1.360991e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -13609913.000000 Penalty: 5528.751465
	Iteration 138Q: 3 clusters Score -1.360991e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -13609916.000000 Penalty: 5528.751465
	Iteration 139Q: 3 clusters Score -1.360992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -13609901.000000 Penalty: 5528.751465
	Iteration 140F: 3 clusters Score -1.36099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -13609908.000000 Penalty: 5528.751465
	Iteration 141Q: 3 clusters Score -1.360991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -13609915.000000 Penalty: 5528.751465
	Iteration 142Q: 3 clusters Score -1.360992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -13609898.000000 Penalty: 5528.751465
	Iteration 143Q: 3 clusters Score -1.36099e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -13609888.000000 Penalty: 5528.751465
	Iteration 144Q: 3 clusters Score -1.360989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -13609881.000000 Penalty: 5528.751465
	Iteration 145Q: 3 clusters Score -1.360988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -13609876.000000 Penalty: 5528.751465
	Iteration 146Q: 3 clusters Score -1.360988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -13609880.000000 Penalty: 5528.751465
	Iteration 147Q: 3 clusters Score -1.360988e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -13609884.000000 Penalty: 5528.751465
	Iteration 148Q: 3 clusters Score -1.360988e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -13609893.000000 Penalty: 5528.751465
	Iteration 149Q: 3 clusters Score -1.360989e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -13609876.000000 Penalty: 5528.751465
	Iteration 150Q: 3 clusters Score -1.360988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -13609878.000000 Penalty: 5528.751465
	Iteration 151Q: 3 clusters Score -1.360988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -13609873.000000 Penalty: 5528.751465
	Iteration 152Q: 3 clusters Score -1.360987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -13609859.000000 Penalty: 5528.751465
	Iteration 153Q: 3 clusters Score -1.360986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -13609844.000000 Penalty: 5528.751465
	Iteration 154Q: 3 clusters Score -1.360984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -13609868.000000 Penalty: 5528.751465
	Iteration 155Q: 3 clusters Score -1.360987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -13609861.000000 Penalty: 5528.751465
	Iteration 156Q: 3 clusters Score -1.360986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -13609868.000000 Penalty: 5528.751465
	Iteration 157Q: 3 clusters Score -1.360987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -13609882.000000 Penalty: 5528.751465
	Iteration 158Q: 3 clusters Score -1.360988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -13609867.000000 Penalty: 5528.751465
	Iteration 159Q: 3 clusters Score -1.360987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -13609864.000000 Penalty: 5528.751465
	Iteration 160F: 3 clusters Score -1.360986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -13609863.000000 Penalty: 5528.751465
	Iteration 161Q: 3 clusters Score -1.360986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -13609851.000000 Penalty: 5528.751465
	Iteration 162Q: 3 clusters Score -1.360985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -13609860.000000 Penalty: 5528.751465
	Iteration 163Q: 3 clusters Score -1.360986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -13609869.000000 Penalty: 5528.751465
	Iteration 164Q: 3 clusters Score -1.360987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -13609870.000000 Penalty: 5528.751465
	Iteration 165Q: 3 clusters Score -1.360987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -13609869.000000 Penalty: 5528.751465
	Iteration 166Q: 3 clusters Score -1.360987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -13609882.000000 Penalty: 5528.751465
	Iteration 167Q: 3 clusters Score -1.360988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -13609875.000000 Penalty: 5528.751465
	Iteration 168Q: 3 clusters Score -1.360988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -13609879.000000 Penalty: 5528.751465
	Iteration 169Q: 3 clusters Score -1.360988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -13609871.000000 Penalty: 5528.751465
	Iteration 170Q: 3 clusters Score -1.360987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -13609878.000000 Penalty: 5528.751465
	Iteration 171Q: 3 clusters Score -1.360988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -13609882.000000 Penalty: 5528.751465
	Iteration 172Q: 3 clusters Score -1.360988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -13609884.000000 Penalty: 5528.751465
	Iteration 173Q: 3 clusters Score -1.360988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -13609898.000000 Penalty: 5528.751465
	Iteration 174Q: 3 clusters Score -1.36099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -13609890.000000 Penalty: 5528.751465
	Iteration 175Q: 3 clusters Score -1.360989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -13609906.000000 Penalty: 5528.751465
	Iteration 176Q: 3 clusters Score -1.360991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -13609907.000000 Penalty: 5528.751465
	Iteration 177Q: 3 clusters Score -1.360991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -13609913.000000 Penalty: 5528.751465
	Iteration 178Q: 3 clusters Score -1.360991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -13609917.000000 Penalty: 5528.751465
	Iteration 179Q: 3 clusters Score -1.360992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -13609932.000000 Penalty: 5528.751465
	Iteration 180F: 3 clusters Score -1.360993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -13609917.000000 Penalty: 5528.751465
	Iteration 181Q: 3 clusters Score -1.360992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -13609922.000000 Penalty: 5528.751465
	Iteration 182Q: 3 clusters Score -1.360992e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -13609939.000000 Penalty: 5528.751465
	Iteration 183Q: 3 clusters Score -1.360994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -13609933.000000 Penalty: 5528.751465
	Iteration 184Q: 3 clusters Score -1.360993e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -13609924.000000 Penalty: 5528.751465
	Iteration 185Q: 3 clusters Score -1.360992e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -13609928.000000 Penalty: 5528.751465
	Iteration 186Q: 3 clusters Score -1.360993e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -13609948.000000 Penalty: 5528.751465
	Iteration 187Q: 3 clusters Score -1.360995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -13609961.000000 Penalty: 5528.751465
	Iteration 188Q: 3 clusters Score -1.360996e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -13609965.000000 Penalty: 5528.751465
	Iteration 189Q: 3 clusters Score -1.360996e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -13609974.000000 Penalty: 5528.751465
	Iteration 190Q: 3 clusters Score -1.360997e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -13609957.000000 Penalty: 5528.751465
	Iteration 191Q: 3 clusters Score -1.360996e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -13609954.000000 Penalty: 5528.751465
	Iteration 192Q: 3 clusters Score -1.360995e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -13609964.000000 Penalty: 5528.751465
	Iteration 193Q: 3 clusters Score -1.360996e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -13609952.000000 Penalty: 5528.751465
	Iteration 194Q: 3 clusters Score -1.360995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -13609945.000000 Penalty: 5528.751465
	Iteration 195Q: 3 clusters Score -1.360994e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -13609945.000000 Penalty: 5528.751465
	Iteration 196Q: 3 clusters Score -1.360994e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -13609940.000000 Penalty: 5528.751465
	Iteration 197Q: 3 clusters Score -1.360994e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -13609953.000000 Penalty: 5528.751465
	Iteration 198Q: 3 clusters Score -1.360995e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -13609946.000000 Penalty: 5528.751465
	Iteration 199Q: 3 clusters Score -1.360995e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -13609948.000000 Penalty: 5528.751465
	Iteration 200F: 3 clusters Score -1.360995e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -13609948.000000 Penalty: 5528.751465
	Iteration 201Q: 3 clusters Score -1.360995e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -13609947.000000 Penalty: 5528.751465
	Iteration 202Q: 3 clusters Score -1.360995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -13609928.000000 Penalty: 5528.751465
	Iteration 203Q: 3 clusters Score -1.360993e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -13609937.000000 Penalty: 5528.751465
	Iteration 204Q: 3 clusters Score -1.360994e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -13609927.000000 Penalty: 5528.751465
	Iteration 205Q: 3 clusters Score -1.360993e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -13609922.000000 Penalty: 5528.751465
	Iteration 206Q: 3 clusters Score -1.360992e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -13609919.000000 Penalty: 5528.751465
	Iteration 207Q: 3 clusters Score -1.360992e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -13609927.000000 Penalty: 5528.751465
	Iteration 208Q: 3 clusters Score -1.360993e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -13609949.000000 Penalty: 5528.751465
	Iteration 209Q: 3 clusters Score -1.360995e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -13609946.000000 Penalty: 5528.751465
	Iteration 210Q: 3 clusters Score -1.360995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -13609949.000000 Penalty: 5528.751465
	Iteration 211Q: 3 clusters Score -1.360995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -13609933.000000 Penalty: 5528.751465
	Iteration 212Q: 3 clusters Score -1.360993e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -13609941.000000 Penalty: 5528.751465
	Iteration 213Q: 3 clusters Score -1.360994e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -13609941.000000 Penalty: 5528.751465
	Iteration 214Q: 3 clusters Score -1.360994e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -13609962.000000 Penalty: 5528.751465
	Iteration 215Q: 3 clusters Score -1.360996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -13609944.000000 Penalty: 5528.751465
	Iteration 216Q: 3 clusters Score -1.360994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -13609942.000000 Penalty: 5528.751465
	Iteration 217Q: 3 clusters Score -1.360994e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -13609924.000000 Penalty: 5528.751465
	Iteration 218Q: 3 clusters Score -1.360992e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -13609905.000000 Penalty: 5528.751465
	Iteration 219Q: 3 clusters Score -1.36099e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -13609907.000000 Penalty: 5528.751465
	Iteration 220F: 3 clusters Score -1.360991e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -13609893.000000 Penalty: 5528.751465
	Iteration 221Q: 3 clusters Score -1.360989e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -13609900.000000 Penalty: 5528.751465
	Iteration 222Q: 3 clusters Score -1.36099e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -13609913.000000 Penalty: 5528.751465
	Iteration 223Q: 3 clusters Score -1.360991e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -13609920.000000 Penalty: 5528.751465
	Iteration 224Q: 3 clusters Score -1.360992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -13609915.000000 Penalty: 5528.751465
	Iteration 225Q: 3 clusters Score -1.360992e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -13609932.000000 Penalty: 5528.751465
	Iteration 226Q: 3 clusters Score -1.360993e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -13609929.000000 Penalty: 5528.751465
	Iteration 227Q: 3 clusters Score -1.360993e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -13609944.000000 Penalty: 5528.751465
	Iteration 228Q: 3 clusters Score -1.360994e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -13609927.000000 Penalty: 5528.751465
	Iteration 229Q: 3 clusters Score -1.360993e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -13609929.000000 Penalty: 5528.751465
	Iteration 230Q: 3 clusters Score -1.360993e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -13609906.000000 Penalty: 5528.751465
	Iteration 231Q: 3 clusters Score -1.360991e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -13609883.000000 Penalty: 5528.751465
	Iteration 232Q: 3 clusters Score -1.360988e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -13609875.000000 Penalty: 5528.751465
	Iteration 233Q: 3 clusters Score -1.360988e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -13609857.000000 Penalty: 5528.751465
	Iteration 234Q: 3 clusters Score -1.360986e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -13609874.000000 Penalty: 5528.751465
	Iteration 235Q: 3 clusters Score -1.360987e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -13609881.000000 Penalty: 5528.751465
	Iteration 236Q: 3 clusters Score -1.360988e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -13609858.000000 Penalty: 5528.751465
	Iteration 237Q: 3 clusters Score -1.360986e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -13609889.000000 Penalty: 5528.751465
	Iteration 238Q: 3 clusters Score -1.360989e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -13609893.000000 Penalty: 5528.751465
	Iteration 239Q: 3 clusters Score -1.360989e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -13609894.000000 Penalty: 5528.751465
	Iteration 240F: 3 clusters Score -1.360989e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -13609902.000000 Penalty: 5528.751465
	Iteration 241Q: 3 clusters Score -1.36099e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -13609869.000000 Penalty: 5528.751465
	Iteration 242Q: 3 clusters Score -1.360987e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -13609857.000000 Penalty: 5528.751465
	Iteration 243Q: 3 clusters Score -1.360986e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -13609846.000000 Penalty: 5528.751465
	Iteration 244Q: 3 clusters Score -1.360985e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -13609837.000000 Penalty: 5528.751465
	Iteration 245Q: 3 clusters Score -1.360984e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -13609833.000000 Penalty: 5528.751465
	Iteration 246Q: 3 clusters Score -1.360983e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -13609814.000000 Penalty: 5528.751465
	Iteration 247Q: 3 clusters Score -1.360981e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -13609807.000000 Penalty: 5528.751465
	Iteration 248Q: 3 clusters Score -1.360981e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -13609825.000000 Penalty: 5528.751465
	Iteration 249Q: 3 clusters Score -1.360982e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -13609856.000000 Penalty: 5528.751465
	Iteration 250Q: 3 clusters Score -1.360986e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -13609821.000000 Penalty: 5528.751465
	Iteration 251Q: 3 clusters Score -1.360982e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -13609846.000000 Penalty: 5528.751465
	Iteration 252Q: 3 clusters Score -1.360985e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -13609827.000000 Penalty: 5528.751465
	Iteration 253Q: 3 clusters Score -1.360983e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -13609818.000000 Penalty: 5528.751465
	Iteration 254Q: 3 clusters Score -1.360982e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -13609819.000000 Penalty: 5528.751465
	Iteration 255Q: 3 clusters Score -1.360982e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -13609807.000000 Penalty: 5528.751465
	Iteration 256Q: 3 clusters Score -1.360981e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -13609822.000000 Penalty: 5528.751465
	Iteration 257Q: 3 clusters Score -1.360982e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -13609841.000000 Penalty: 5528.751465
	Iteration 258Q: 3 clusters Score -1.360984e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -13609883.000000 Penalty: 5528.751465
	Iteration 259Q: 3 clusters Score -1.360988e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -13609893.000000 Penalty: 5528.751465
	Iteration 260F: 3 clusters Score -1.360989e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -13609862.000000 Penalty: 5528.751465
	Iteration 261Q: 3 clusters Score -1.360986e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -13609832.000000 Penalty: 5528.751465
	Iteration 262Q: 3 clusters Score -1.360983e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -13609848.000000 Penalty: 5528.751465
	Iteration 263Q: 3 clusters Score -1.360985e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -13609876.000000 Penalty: 5528.751465
	Iteration 264Q: 3 clusters Score -1.360988e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -13609874.000000 Penalty: 5528.751465
	Iteration 265Q: 3 clusters Score -1.360987e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -13609865.000000 Penalty: 5528.751465
	Iteration 266Q: 3 clusters Score -1.360986e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -13609866.000000 Penalty: 5528.751465
	Iteration 267Q: 3 clusters Score -1.360987e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -13609859.000000 Penalty: 5528.751465
	Iteration 268Q: 3 clusters Score -1.360986e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -13609874.000000 Penalty: 5528.751465
	Iteration 269Q: 3 clusters Score -1.360987e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -13609901.000000 Penalty: 5528.751465
	Iteration 270Q: 3 clusters Score -1.36099e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -13609906.000000 Penalty: 5528.751465
	Iteration 271Q: 3 clusters Score -1.360991e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -13609916.000000 Penalty: 5528.751465
	Iteration 272Q: 3 clusters Score -1.360992e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -13609969.000000 Penalty: 5528.751465
	Iteration 273Q: 3 clusters Score -1.360997e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -13609982.000000 Penalty: 5528.751465
	Iteration 274Q: 3 clusters Score -1.360998e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -13610057.000000 Penalty: 5528.751465
	Iteration 275Q: 3 clusters Score -1.361006e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -13610037.000000 Penalty: 5528.751465
	Iteration 276Q: 3 clusters Score -1.361004e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -13610029.000000 Penalty: 5528.751465
	Iteration 277Q: 3 clusters Score -1.361003e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -13610047.000000 Penalty: 5528.751465
	Iteration 278Q: 3 clusters Score -1.361005e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -13610044.000000 Penalty: 5528.751465
	Iteration 279Q: 3 clusters Score -1.361004e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -13609973.000000 Penalty: 5528.751465
	Iteration 280F: 3 clusters Score -1.360997e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -13610042.000000 Penalty: 5528.751465
	Iteration 281Q: 3 clusters Score -1.361004e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -13610043.000000 Penalty: 5528.751465
	Iteration 282Q: 3 clusters Score -1.361004e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -13610085.000000 Penalty: 5528.751465
	Iteration 283Q: 3 clusters Score -1.361008e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -13610122.000000 Penalty: 5528.751465
	Iteration 284Q: 3 clusters Score -1.361012e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -13610096.000000 Penalty: 5528.751465
	Iteration 285Q: 3 clusters Score -1.36101e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -13610109.000000 Penalty: 5528.751465
	Iteration 286Q: 3 clusters Score -1.361011e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -13610138.000000 Penalty: 5528.751465
	Iteration 287Q: 3 clusters Score -1.361014e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -13610160.000000 Penalty: 5528.751465
	Iteration 288Q: 3 clusters Score -1.361016e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -13610121.000000 Penalty: 5528.751465
	Iteration 289Q: 3 clusters Score -1.361012e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -13610125.000000 Penalty: 5528.751465
	Iteration 290Q: 3 clusters Score -1.361012e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -13610094.000000 Penalty: 5528.751465
	Iteration 291Q: 3 clusters Score -1.361009e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -13610115.000000 Penalty: 5528.751465
	Iteration 292Q: 3 clusters Score -1.361012e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -13610149.000000 Penalty: 5528.751465
	Iteration 293Q: 3 clusters Score -1.361015e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -13610170.000000 Penalty: 5528.751465
	Iteration 294Q: 3 clusters Score -1.361017e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -13610190.000000 Penalty: 5528.751465
	Iteration 295Q: 3 clusters Score -1.361019e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -13610175.000000 Penalty: 5528.751465
	Iteration 296Q: 3 clusters Score -1.361018e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -13610203.000000 Penalty: 5528.751465
	Iteration 297Q: 3 clusters Score -1.36102e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -13610175.000000 Penalty: 5528.751465
	Iteration 298Q: 3 clusters Score -1.361018e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -13610159.000000 Penalty: 5528.751465
	Iteration 299Q: 3 clusters Score -1.361016e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -13610213.000000 Penalty: 5528.751465
	Iteration 300F: 3 clusters Score -1.361021e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -13610251.000000 Penalty: 5528.751465
	Iteration 301Q: 3 clusters Score -1.361025e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -13610266.000000 Penalty: 5528.751465
	Iteration 302Q: 3 clusters Score -1.361027e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -13610200.000000 Penalty: 5528.751465
	Iteration 303Q: 3 clusters Score -1.36102e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -13610257.000000 Penalty: 5528.751465
	Iteration 304Q: 3 clusters Score -1.361026e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -13610270.000000 Penalty: 5528.751465
	Iteration 305Q: 3 clusters Score -1.361027e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -13610265.000000 Penalty: 5528.751465
	Iteration 306Q: 3 clusters Score -1.361026e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -13610253.000000 Penalty: 5528.751465
	Iteration 307Q: 3 clusters Score -1.361025e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -13610252.000000 Penalty: 5528.751465
	Iteration 308Q: 3 clusters Score -1.361025e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -13610257.000000 Penalty: 5528.751465
	Iteration 309Q: 3 clusters Score -1.361026e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -13610242.000000 Penalty: 5528.751465
	Iteration 310Q: 3 clusters Score -1.361024e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -13610265.000000 Penalty: 5528.751465
	Iteration 311Q: 3 clusters Score -1.361026e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -13610301.000000 Penalty: 5528.751465
	Iteration 312Q: 3 clusters Score -1.36103e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -13610315.000000 Penalty: 5528.751465
	Iteration 313Q: 3 clusters Score -1.361032e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -13610324.000000 Penalty: 5528.751465
	Iteration 314Q: 3 clusters Score -1.361032e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -13610363.000000 Penalty: 5528.751465
	Iteration 315Q: 3 clusters Score -1.361036e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -13610362.000000 Penalty: 5528.751465
	Iteration 316Q: 3 clusters Score -1.361036e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -13610373.000000 Penalty: 5528.751465
	Iteration 317Q: 3 clusters Score -1.361037e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -13610411.000000 Penalty: 5528.751465
	Iteration 318Q: 3 clusters Score -1.361041e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -13610397.000000 Penalty: 5528.751465
	Iteration 319Q: 3 clusters Score -1.36104e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -13610444.000000 Penalty: 5528.751465
	Iteration 320F: 3 clusters Score -1.361044e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -13610476.000000 Penalty: 5528.751465
	Iteration 321Q: 3 clusters Score -1.361048e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -13610499.000000 Penalty: 5528.751465
	Iteration 322Q: 3 clusters Score -1.36105e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -13610537.000000 Penalty: 5528.751465
	Iteration 323Q: 3 clusters Score -1.361054e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -13610575.000000 Penalty: 5528.751465
	Iteration 324Q: 3 clusters Score -1.361058e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -13610582.000000 Penalty: 5528.751465
	Iteration 325Q: 3 clusters Score -1.361058e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -13610622.000000 Penalty: 5528.751465
	Iteration 326Q: 3 clusters Score -1.361062e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -13610608.000000 Penalty: 5528.751465
	Iteration 327Q: 3 clusters Score -1.361061e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -13610629.000000 Penalty: 5528.751465
	Iteration 328Q: 3 clusters Score -1.361063e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -13610654.000000 Penalty: 5528.751465
	Iteration 329Q: 3 clusters Score -1.361065e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -13610682.000000 Penalty: 5528.751465
	Iteration 330Q: 3 clusters Score -1.361068e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -13610714.000000 Penalty: 5528.751465
	Iteration 331Q: 3 clusters Score -1.361071e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -13610760.000000 Penalty: 5528.751465
	Iteration 332Q: 3 clusters Score -1.361076e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -13610758.000000 Penalty: 5528.751465
	Iteration 333Q: 3 clusters Score -1.361076e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -13610806.000000 Penalty: 5528.751465
	Iteration 334Q: 3 clusters Score -1.361081e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -13610799.000000 Penalty: 5528.751465
	Iteration 335Q: 3 clusters Score -1.36108e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -13610838.000000 Penalty: 5528.751465
	Iteration 336Q: 3 clusters Score -1.361084e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -13610874.000000 Penalty: 5528.751465
	Iteration 337Q: 3 clusters Score -1.361087e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -13610894.000000 Penalty: 5528.751465
	Iteration 338Q: 3 clusters Score -1.361089e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -13610925.000000 Penalty: 5528.751465
	Iteration 339Q: 3 clusters Score -1.361092e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -13610943.000000 Penalty: 5528.751465
	Iteration 340F: 3 clusters Score -1.361094e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -13611027.000000 Penalty: 5528.751465
	Iteration 341Q: 3 clusters Score -1.361103e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -13611038.000000 Penalty: 5528.751465
	Iteration 342Q: 3 clusters Score -1.361104e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -13611037.000000 Penalty: 5528.751465
	Iteration 343Q: 3 clusters Score -1.361104e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -13611076.000000 Penalty: 5528.751465
	Iteration 344Q: 3 clusters Score -1.361108e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -13611092.000000 Penalty: 5528.751465
	Iteration 345Q: 3 clusters Score -1.361109e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -13611105.000000 Penalty: 5528.751465
	Iteration 346Q: 3 clusters Score -1.36111e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -13611132.000000 Penalty: 5528.751465
	Iteration 347Q: 3 clusters Score -1.361113e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -13611158.000000 Penalty: 5528.751465
	Iteration 348Q: 3 clusters Score -1.361116e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -13611130.000000 Penalty: 5528.751465
	Iteration 349Q: 3 clusters Score -1.361113e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -13611166.000000 Penalty: 5528.751465
	Iteration 350Q: 3 clusters Score -1.361117e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -13611178.000000 Penalty: 5528.751465
	Iteration 351Q: 3 clusters Score -1.361118e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -13611208.000000 Penalty: 5528.751465
	Iteration 352Q: 3 clusters Score -1.361121e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -13611204.000000 Penalty: 5528.751465
	Iteration 353Q: 3 clusters Score -1.36112e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -13611221.000000 Penalty: 5528.751465
	Iteration 354Q: 3 clusters Score -1.361122e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -13611227.000000 Penalty: 5528.751465
	Iteration 355Q: 3 clusters Score -1.361123e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -13611186.000000 Penalty: 5528.751465
	Iteration 356Q: 3 clusters Score -1.361119e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -13611203.000000 Penalty: 5528.751465
	Iteration 357Q: 3 clusters Score -1.36112e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -13611242.000000 Penalty: 5528.751465
	Iteration 358Q: 3 clusters Score -1.361124e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -13611281.000000 Penalty: 5528.751465
	Iteration 359Q: 3 clusters Score -1.361128e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -13611314.000000 Penalty: 5528.751465
	Iteration 360F: 3 clusters Score -1.361131e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -13611330.000000 Penalty: 5528.751465
	Iteration 361Q: 3 clusters Score -1.361133e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -13611368.000000 Penalty: 5528.751465
	Iteration 362Q: 3 clusters Score -1.361137e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -13611405.000000 Penalty: 5528.751465
	Iteration 363Q: 3 clusters Score -1.36114e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -13611445.000000 Penalty: 5528.751465
	Iteration 364Q: 3 clusters Score -1.361144e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -13611477.000000 Penalty: 5528.751465
	Iteration 365Q: 3 clusters Score -1.361148e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -13611490.000000 Penalty: 5528.751465
	Iteration 366Q: 3 clusters Score -1.361149e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -13611543.000000 Penalty: 5528.751465
	Iteration 367Q: 3 clusters Score -1.361154e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -13611585.000000 Penalty: 5528.751465
	Iteration 368Q: 3 clusters Score -1.361158e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -13611592.000000 Penalty: 5528.751465
	Iteration 369Q: 3 clusters Score -1.361159e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -13611624.000000 Penalty: 5528.751465
	Iteration 370Q: 3 clusters Score -1.361162e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -13611639.000000 Penalty: 5528.751465
	Iteration 371Q: 3 clusters Score -1.361164e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -13611652.000000 Penalty: 5528.751465
	Iteration 372Q: 3 clusters Score -1.361165e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -13611659.000000 Penalty: 5528.751465
	Iteration 373Q: 3 clusters Score -1.361166e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -13611667.000000 Penalty: 5528.751465
	Iteration 374Q: 3 clusters Score -1.361167e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -13611686.000000 Penalty: 5528.751465
	Iteration 375Q: 3 clusters Score -1.361169e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -13611696.000000 Penalty: 5528.751465
	Iteration 376Q: 3 clusters Score -1.36117e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -13611734.000000 Penalty: 5528.751465
	Iteration 377Q: 3 clusters Score -1.361173e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -13611703.000000 Penalty: 5528.751465
	Iteration 378Q: 3 clusters Score -1.36117e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -13611721.000000 Penalty: 5528.751465
	Iteration 379Q: 3 clusters Score -1.361172e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -13611752.000000 Penalty: 5528.751465
	Iteration 380F: 3 clusters Score -1.361175e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -13611773.000000 Penalty: 5528.751465
	Iteration 381Q: 3 clusters Score -1.361177e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -13611815.000000 Penalty: 5528.751465
	Iteration 382Q: 3 clusters Score -1.361182e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -13611790.000000 Penalty: 5528.751465
	Iteration 383Q: 3 clusters Score -1.361179e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -13611774.000000 Penalty: 5528.751465
	Iteration 384Q: 3 clusters Score -1.361177e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -13611808.000000 Penalty: 5528.751465
	Iteration 385Q: 3 clusters Score -1.361181e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -13611806.000000 Penalty: 5528.751465
	Iteration 386Q: 3 clusters Score -1.361181e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -13611817.000000 Penalty: 5528.751465
	Iteration 387Q: 3 clusters Score -1.361182e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -13611821.000000 Penalty: 5528.751465
	Iteration 388Q: 3 clusters Score -1.361182e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -13611818.000000 Penalty: 5528.751465
	Iteration 389Q: 3 clusters Score -1.361182e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -13611846.000000 Penalty: 5528.751465
	Iteration 390Q: 3 clusters Score -1.361185e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -13611853.000000 Penalty: 5528.751465
	Iteration 391Q: 3 clusters Score -1.361185e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -13611865.000000 Penalty: 5528.751465
	Iteration 392Q: 3 clusters Score -1.361186e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -13611880.000000 Penalty: 5528.751465
	Iteration 393Q: 3 clusters Score -1.361188e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -13611891.000000 Penalty: 5528.751465
	Iteration 394Q: 3 clusters Score -1.361189e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -13611911.000000 Penalty: 5528.751465
	Iteration 395Q: 3 clusters Score -1.361191e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -13611924.000000 Penalty: 5528.751465
	Iteration 396Q: 3 clusters Score -1.361192e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -13611931.000000 Penalty: 5528.751465
	Iteration 397Q: 3 clusters Score -1.361193e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -13611896.000000 Penalty: 5528.751465
	Iteration 398Q: 3 clusters Score -1.36119e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -13611882.000000 Penalty: 5528.751465
	Iteration 399Q: 3 clusters Score -1.361188e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -13611920.000000 Penalty: 5528.751465
	Iteration 400F: 3 clusters Score -1.361192e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -13611915.000000 Penalty: 5528.751465
	Iteration 401Q: 3 clusters Score -1.361192e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -13611939.000000 Penalty: 5528.751465
	Iteration 402Q: 3 clusters Score -1.361194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -13611927.000000 Penalty: 5528.751465
	Iteration 403Q: 3 clusters Score -1.361193e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -13611928.000000 Penalty: 5528.751465
	Iteration 404Q: 3 clusters Score -1.361193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -13611939.000000 Penalty: 5528.751465
	Iteration 405Q: 3 clusters Score -1.361194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -13611925.000000 Penalty: 5528.751465
	Iteration 406Q: 3 clusters Score -1.361192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -13611913.000000 Penalty: 5528.751465
	Iteration 407Q: 3 clusters Score -1.361191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -13611928.000000 Penalty: 5528.751465
	Iteration 408Q: 3 clusters Score -1.361193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -13611911.000000 Penalty: 5528.751465
	Iteration 409Q: 3 clusters Score -1.361191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -13611909.000000 Penalty: 5528.751465
	Iteration 410Q: 3 clusters Score -1.361191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -13611919.000000 Penalty: 5528.751465
	Iteration 411Q: 3 clusters Score -1.361192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -13611908.000000 Penalty: 5528.751465
	Iteration 412Q: 3 clusters Score -1.361191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -13611915.000000 Penalty: 5528.751465
	Iteration 413Q: 3 clusters Score -1.361192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -13611924.000000 Penalty: 5528.751465
	Iteration 414Q: 3 clusters Score -1.361192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -13611923.000000 Penalty: 5528.751465
	Iteration 415Q: 3 clusters Score -1.361192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -13611937.000000 Penalty: 5528.751465
	Iteration 416Q: 3 clusters Score -1.361194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -13611957.000000 Penalty: 5528.751465
	Iteration 417Q: 3 clusters Score -1.361196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -13611946.000000 Penalty: 5528.751465
	Iteration 418Q: 3 clusters Score -1.361195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -13611931.000000 Penalty: 5528.751465
	Iteration 419Q: 3 clusters Score -1.361193e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -13611935.000000 Penalty: 5528.751465
	Iteration 420F: 3 clusters Score -1.361194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -13611937.000000 Penalty: 5528.751465
	Iteration 421Q: 3 clusters Score -1.361194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -13611937.000000 Penalty: 5528.751465
	Iteration 422Q: 3 clusters Score -1.361194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -13611944.000000 Penalty: 5528.751465
	Iteration 423Q: 3 clusters Score -1.361194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -13611946.000000 Penalty: 5528.751465
	Iteration 424Q: 3 clusters Score -1.361195e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -13611934.000000 Penalty: 5528.751465
	Iteration 425Q: 3 clusters Score -1.361193e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -13611945.000000 Penalty: 5528.751465
	Iteration 426Q: 3 clusters Score -1.361194e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -13611975.000000 Penalty: 5528.751465
	Iteration 427Q: 3 clusters Score -1.361198e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -13611999.000000 Penalty: 5528.751465
	Iteration 428Q: 3 clusters Score -1.3612e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -13611984.000000 Penalty: 5528.751465
	Iteration 429Q: 3 clusters Score -1.361198e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -13611993.000000 Penalty: 5528.751465
	Iteration 430Q: 3 clusters Score -1.361199e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -13611976.000000 Penalty: 5528.751465
	Iteration 431Q: 3 clusters Score -1.361198e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -13611975.000000 Penalty: 5528.751465
	Iteration 432Q: 3 clusters Score -1.361198e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -13611972.000000 Penalty: 5528.751465
	Iteration 433Q: 3 clusters Score -1.361197e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -13611978.000000 Penalty: 5528.751465
	Iteration 434Q: 3 clusters Score -1.361198e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -13611990.000000 Penalty: 5528.751465
	Iteration 435Q: 3 clusters Score -1.361199e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -13611984.000000 Penalty: 5528.751465
	Iteration 436Q: 3 clusters Score -1.361198e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -13611979.000000 Penalty: 5528.751465
	Iteration 437Q: 3 clusters Score -1.361198e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -13611988.000000 Penalty: 5528.751465
	Iteration 438Q: 3 clusters Score -1.361199e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -13611996.000000 Penalty: 5528.751465
	Iteration 439Q: 3 clusters Score -1.3612e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -13612000.000000 Penalty: 5528.751465
	Iteration 440F: 3 clusters Score -1.3612e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -13612016.000000 Penalty: 5528.751465
	Iteration 441Q: 3 clusters Score -1.361202e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -13612020.000000 Penalty: 5528.751465
	Iteration 442Q: 3 clusters Score -1.361202e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -13612042.000000 Penalty: 5528.751465
	Iteration 443Q: 3 clusters Score -1.361204e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -13612041.000000 Penalty: 5528.751465
	Iteration 444Q: 3 clusters Score -1.361204e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -13612019.000000 Penalty: 5528.751465
	Iteration 445Q: 3 clusters Score -1.361202e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -13612037.000000 Penalty: 5528.751465
	Iteration 446Q: 3 clusters Score -1.361204e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -13612039.000000 Penalty: 5528.751465
	Iteration 447Q: 3 clusters Score -1.361204e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -13612048.000000 Penalty: 5528.751465
	Iteration 448Q: 3 clusters Score -1.361205e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -13612054.000000 Penalty: 5528.751465
	Iteration 449Q: 3 clusters Score -1.361205e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -13612068.000000 Penalty: 5528.751465
	Iteration 450Q: 3 clusters Score -1.361207e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -13612062.000000 Penalty: 5528.751465
	Iteration 451Q: 3 clusters Score -1.361206e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -13612046.000000 Penalty: 5528.751465
	Iteration 452Q: 3 clusters Score -1.361205e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -13612045.000000 Penalty: 5528.751465
	Iteration 453Q: 3 clusters Score -1.361204e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -13612065.000000 Penalty: 5528.751465
	Iteration 454Q: 3 clusters Score -1.361206e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -13612042.000000 Penalty: 5528.751465
	Iteration 455Q: 3 clusters Score -1.361204e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -13612060.000000 Penalty: 5528.751465
	Iteration 456Q: 3 clusters Score -1.361206e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -13612063.000000 Penalty: 5528.751465
	Iteration 457Q: 3 clusters Score -1.361206e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -13612067.000000 Penalty: 5528.751465
	Iteration 458Q: 3 clusters Score -1.361207e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -13612080.000000 Penalty: 5528.751465
	Iteration 459Q: 3 clusters Score -1.361208e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -13612076.000000 Penalty: 5528.751465
	Iteration 460F: 3 clusters Score -1.361208e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -13612095.000000 Penalty: 5528.751465
	Iteration 461Q: 3 clusters Score -1.36121e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -13612113.000000 Penalty: 5528.751465
	Iteration 462Q: 3 clusters Score -1.361211e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -13612092.000000 Penalty: 5528.751465
	Iteration 463Q: 3 clusters Score -1.361209e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -13612084.000000 Penalty: 5528.751465
	Iteration 464Q: 3 clusters Score -1.361208e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -13612109.000000 Penalty: 5528.751465
	Iteration 465Q: 3 clusters Score -1.361211e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -13612107.000000 Penalty: 5528.751465
	Iteration 466Q: 3 clusters Score -1.361211e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -13612110.000000 Penalty: 5528.751465
	Iteration 467Q: 3 clusters Score -1.361211e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -13612116.000000 Penalty: 5528.751465
	Iteration 468Q: 3 clusters Score -1.361212e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -13612118.000000 Penalty: 5528.751465
	Iteration 469Q: 3 clusters Score -1.361212e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -13612123.000000 Penalty: 5528.751465
	Iteration 470Q: 3 clusters Score -1.361212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -13612123.000000 Penalty: 5528.751465
	Iteration 471Q: 3 clusters Score -1.361212e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -13612121.000000 Penalty: 5528.751465
	Iteration 472Q: 3 clusters Score -1.361212e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -13612129.000000 Penalty: 5528.751465
	Iteration 473Q: 3 clusters Score -1.361213e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -13612128.000000 Penalty: 5528.751465
	Iteration 474Q: 3 clusters Score -1.361213e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -13612131.000000 Penalty: 5528.751465
	Iteration 475Q: 3 clusters Score -1.361213e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -13612106.000000 Penalty: 5528.751465
	Iteration 476Q: 3 clusters Score -1.361211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -13612104.000000 Penalty: 5528.751465
	Iteration 477Q: 3 clusters Score -1.36121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -13612128.000000 Penalty: 5528.751465
	Iteration 478Q: 3 clusters Score -1.361213e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -13612117.000000 Penalty: 5528.751465
	Iteration 479Q: 3 clusters Score -1.361212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -13612128.000000 Penalty: 5528.751465
	Iteration 480F: 3 clusters Score -1.361213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -13612113.000000 Penalty: 5528.751465
	Iteration 481Q: 3 clusters Score -1.361211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -13612102.000000 Penalty: 5528.751465
	Iteration 482Q: 3 clusters Score -1.36121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -13612126.000000 Penalty: 5528.751465
	Iteration 483Q: 3 clusters Score -1.361213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -13612116.000000 Penalty: 5528.751465
	Iteration 484Q: 3 clusters Score -1.361212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -13612120.000000 Penalty: 5528.751465
	Iteration 485Q: 3 clusters Score -1.361212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -13612105.000000 Penalty: 5528.751465
	Iteration 486Q: 3 clusters Score -1.36121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -13612106.000000 Penalty: 5528.751465
	Iteration 487Q: 3 clusters Score -1.361211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -13612097.000000 Penalty: 5528.751465
	Iteration 488Q: 3 clusters Score -1.36121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -13612109.000000 Penalty: 5528.751465
	Iteration 489Q: 3 clusters Score -1.361211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -13612096.000000 Penalty: 5528.751465
	Iteration 490Q: 3 clusters Score -1.36121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -13612108.000000 Penalty: 5528.751465
	Iteration 491Q: 3 clusters Score -1.361211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -13612108.000000 Penalty: 5528.751465
	Iteration 492Q: 3 clusters Score -1.361211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -13612109.000000 Penalty: 5528.751465
	Iteration 493Q: 3 clusters Score -1.361211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -13612111.000000 Penalty: 5528.751465
	Iteration 494Q: 3 clusters Score -1.361211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -13612110.000000 Penalty: 5528.751465
	Iteration 495Q: 3 clusters Score -1.361211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -13612114.000000 Penalty: 5528.751465
	Iteration 496Q: 3 clusters Score -1.361211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -13612117.000000 Penalty: 5528.751465
	Iteration 497Q: 3 clusters Score -1.361212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -13612116.000000 Penalty: 5528.751465
	Iteration 498Q: 3 clusters Score -1.361212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -13612147.000000 Penalty: 5528.751465
	Iteration 499Q: 3 clusters Score -1.361215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -13612141.000000 Penalty: 5528.751465
	Iteration 500F: 3 clusters Score -1.361214e+07 nChanged 13
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 23026 members 
Mstep: Class 15 contains 4916 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 34101 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 32382 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 7936 members 
Mstep: Class 26 contains 6137 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5808 members 
Mstep: Class 29 contains 26069 members 
Mstep: Class 30 contains 49411 members 
Mstep: Class 31 contains 1307 members 
Mstep: Class 32 contains 35232 members 
Entering Unmasked Estep 
Score: -84074032.000000 Penalty: 103030.820312
Splitting cluster 17 changes total score from -83835936.000000 to -84074032.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -87824.492188 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -87824.49 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 436 members 
Entering Unmasked Estep 
Score: -86663.648438 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -86663.65 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -88147.890625 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -88147.89 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -89297.335938 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -89297.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -90057.453125 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -90057.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -90546.000000 Penalty: 3328.419434
	Iteration 4Q: 3 clusters Score -90546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -90735.109375 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -90735.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -90852.835938 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -90852.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -90878.593750 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -90878.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -90892.484375 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -90892.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -90899.500000 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -90899.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -90906.492188 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -90906.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -90915.226562 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -90915.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -90922.593750 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -90922.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -90922.593750 Penalty: 3328.419434
	Iteration 13F: 3 clusters Score -90922.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 23026 members 
Mstep: Class 15 contains 4916 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 34101 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 32382 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 7936 members 
Mstep: Class 26 contains 6137 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5808 members 
Mstep: Class 29 contains 26069 members 
Mstep: Class 30 contains 49411 members 
Mstep: Class 31 contains 1307 members 
Mstep: Class 32 contains 35232 members 
Mstep: Class 33 contains 554 members 
Entering Unmasked Estep 
Score: -84075736.000000 Penalty: 106250.539062
Splitting cluster 18 changes total score from -83835936.000000 to -84075736.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -239065.187500 Penalty: 1794.790649
	Iteration 0F: 2 clusters Score -239065.2 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 697 members 
Entering Unmasked Estep 
Score: -237002.484375 Penalty: 3589.581299
	Iteration 0F: 3 clusters Score -237002.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -237710.203125 Penalty: 3589.581299
	Iteration 1F: 3 clusters Score -237710.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -238262.625000 Penalty: 3589.581299
	Iteration 2F: 3 clusters Score -238262.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -239034.421875 Penalty: 3589.581299
	Iteration 3F: 3 clusters Score -239034.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -239744.421875 Penalty: 3589.581299
	Iteration 4F: 3 clusters Score -239744.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -240059.046875 Penalty: 3589.581299
	Iteration 5F: 3 clusters Score -240059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -240144.468750 Penalty: 3589.581299
	Iteration 6Q: 3 clusters Score -240144.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -240183.984375 Penalty: 3589.581299
	Iteration 7Q: 3 clusters Score -240184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -240207.406250 Penalty: 3589.581299
	Iteration 8Q: 3 clusters Score -240207.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -240211.078125 Penalty: 3589.581299
	Iteration 9Q: 3 clusters Score -240211.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -240212.593750 Penalty: 3589.581299
	Iteration 10Q: 3 clusters Score -240212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -240212.984375 Penalty: 3589.581299
	Iteration 11Q: 3 clusters Score -240213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -240212.984375 Penalty: 3589.581299
	Iteration 12F: 3 clusters Score -240213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 29766 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 23026 members 
Mstep: Class 15 contains 4916 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 34101 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 19 contains 717 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 32382 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 7936 members 
Mstep: Class 26 contains 6137 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5808 members 
Mstep: Class 29 contains 26069 members 
Mstep: Class 30 contains 49411 members 
Mstep: Class 31 contains 1307 members 
Mstep: Class 32 contains 35232 members 
Mstep: Class 33 contains 554 members 
Mstep: Class 34 contains 673 members 
Entering Unmasked Estep 
Score: -84075368.000000 Penalty: 109470.250000
Splitting cluster 19 changes total score from -83835936.000000 to -84075368.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 23026 members 
Mstep: Class 15 contains 4916 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 34101 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 19 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84109192.000000 Penalty: 109470.250000
Iteration 39Q: 35 clusters Score -8.410919e+07 nChanged 36720
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 28661 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 43847 members 
Mstep: Class 6 contains 36438 members 
Mstep: Class 7 contains 3080 members 
Mstep: Class 8 contains 870 members 
Mstep: Class 9 contains 29414 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 5892 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 5175 members 
Mstep: Class 14 contains 24887 members 
Mstep: Class 15 contains 4934 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 38149 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 717 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 909 members 
Mstep: Class 22 contains 28079 members 
Mstep: Class 23 contains 3068 members 
Mstep: Class 24 contains 836 members 
Mstep: Class 25 contains 7433 members 
Mstep: Class 26 contains 6199 members 
Mstep: Class 27 contains 317 members 
Mstep: Class 28 contains 6238 members 
Mstep: Class 29 contains 21358 members 
Mstep: Class 30 contains 45304 members 
Mstep: Class 31 contains 1283 members 
Mstep: Class 32 contains 34272 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84126736.000000 Penalty: 109470.250000
Iteration 40F: 35 clusters Score -8.412674e+07 nChanged 32261
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 28074 members 
Mstep: Class 3 contains 1032 members 
Mstep: Class 4 contains 1400 members 
Mstep: Class 5 contains 53647 members 
Mstep: Class 6 contains 32398 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 9 contains 29569 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 5786 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 5133 members 
Mstep: Class 14 contains 23261 members 
Mstep: Class 15 contains 4993 members 
Mstep: Class 16 contains 3179 members 
Mstep: Class 17 contains 36168 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 713 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 26532 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 7696 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 371 members 
Mstep: Class 28 contains 6587 members 
Mstep: Class 29 contains 20645 members 
Mstep: Class 30 contains 44342 members 
Mstep: Class 31 contains 1322 members 
Mstep: Class 32 contains 35786 members 
Mstep: Class 33 contains 473 members 
Mstep: Class 34 contains 670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84126688.000000 Penalty: 109470.250000
Iteration 41F: 35 clusters Score -8.412669e+07 nChanged 20141
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 27762 members 
Mstep: Class 3 contains 1043 members 
Mstep: Class 4 contains 1444 members 
Mstep: Class 5 contains 53361 members 
Mstep: Class 6 contains 31947 members 
Mstep: Class 7 contains 3404 members 
Mstep: Class 8 contains 796 members 
Mstep: Class 9 contains 29371 members 
Mstep: Class 10 contains 3554 members 
Mstep: Class 11 contains 5806 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 5214 members 
Mstep: Class 14 contains 22082 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 3174 members 
Mstep: Class 17 contains 35787 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 952 members 
Mstep: Class 22 contains 26267 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 878 members 
Mstep: Class 25 contains 7852 members 
Mstep: Class 26 contains 6505 members 
Mstep: Class 27 contains 383 members 
Mstep: Class 28 contains 6704 members 
Mstep: Class 29 contains 20780 members 
Mstep: Class 30 contains 44283 members 
Mstep: Class 31 contains 1323 members 
Mstep: Class 32 contains 36795 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84128784.000000 Penalty: 109470.250000
Iteration 42Q: 35 clusters Score -8.412878e+07 nChanged 13584
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 27486 members 
Mstep: Class 3 contains 1060 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 53065 members 
Mstep: Class 6 contains 31575 members 
Mstep: Class 7 contains 3488 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 29212 members 
Mstep: Class 10 contains 3492 members 
Mstep: Class 11 contains 5815 members 
Mstep: Class 12 contains 589 members 
Mstep: Class 13 contains 5324 members 
Mstep: Class 14 contains 21315 members 
Mstep: Class 15 contains 5038 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 35529 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 707 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 26286 members 
Mstep: Class 23 contains 2910 members 
Mstep: Class 24 contains 893 members 
Mstep: Class 25 contains 7990 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 389 members 
Mstep: Class 28 contains 6757 members 
Mstep: Class 29 contains 21095 members 
Mstep: Class 30 contains 44441 members 
Mstep: Class 31 contains 1318 members 
Mstep: Class 32 contains 37322 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84129424.000000 Penalty: 109470.250000
Iteration 43Q: 35 clusters Score -8.412942e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 27289 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 53073 members 
Mstep: Class 6 contains 31316 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 29071 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 5820 members 
Mstep: Class 12 contains 608 members 
Mstep: Class 13 contains 5441 members 
Mstep: Class 14 contains 20753 members 
Mstep: Class 15 contains 5056 members 
Mstep: Class 16 contains 3193 members 
Mstep: Class 17 contains 35173 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 705 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 930 members 
Mstep: Class 22 contains 26500 members 
Mstep: Class 23 contains 2919 members 
Mstep: Class 24 contains 902 members 
Mstep: Class 25 contains 8062 members 
Mstep: Class 26 contains 6632 members 
Mstep: Class 27 contains 390 members 
Mstep: Class 28 contains 6785 members 
Mstep: Class 29 contains 21385 members 
Mstep: Class 30 contains 44637 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 37523 members 
Mstep: Class 33 contains 482 members 
Mstep: Class 34 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84130800.000000 Penalty: 109470.250000
Iteration 44Q: 35 clusters Score -8.41308e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 27088 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 53028 members 
Mstep: Class 6 contains 31217 members 
Mstep: Class 7 contains 3664 members 
Mstep: Class 8 contains 776 members 
Mstep: Class 9 contains 28970 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 5838 members 
Mstep: Class 12 contains 618 members 
Mstep: Class 13 contains 5570 members 
Mstep: Class 14 contains 20318 members 
Mstep: Class 15 contains 5069 members 
Mstep: Class 16 contains 3215 members 
Mstep: Class 17 contains 34772 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 704 members 
Mstep: Class 20 contains 367 members 
Mstep: Class 21 contains 929 members 
Mstep: Class 22 contains 26829 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 8144 members 
Mstep: Class 26 contains 6659 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6792 members 
Mstep: Class 29 contains 21775 members 
Mstep: Class 30 contains 44896 members 
Mstep: Class 31 contains 1291 members 
Mstep: Class 32 contains 37541 members 
Mstep: Class 33 contains 484 members 
Mstep: Class 34 contains 693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84131504.000000 Penalty: 109470.250000
Iteration 45Q: 35 clusters Score -8.41315e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 26938 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 1626 members 
Mstep: Class 5 contains 52971 members 
Mstep: Class 6 contains 31184 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 28860 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 5831 members 
Mstep: Class 12 contains 619 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 20052 members 
Mstep: Class 15 contains 5081 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 34423 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 27255 members 
Mstep: Class 23 contains 2930 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 8296 members 
Mstep: Class 26 contains 6677 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6754 members 
Mstep: Class 29 contains 22104 members 
Mstep: Class 30 contains 45147 members 
Mstep: Class 31 contains 1281 members 
Mstep: Class 32 contains 37307 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84133528.000000 Penalty: 109470.250000
Iteration 46Q: 35 clusters Score -8.413353e+07 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 26830 members 
Mstep: Class 3 contains 1079 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 52887 members 
Mstep: Class 6 contains 31169 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 28764 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 621 members 
Mstep: Class 13 contains 5842 members 
Mstep: Class 14 contains 19977 members 
Mstep: Class 15 contains 5091 members 
Mstep: Class 16 contains 3299 members 
Mstep: Class 17 contains 34075 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 27819 members 
Mstep: Class 23 contains 2943 members 
Mstep: Class 24 contains 918 members 
Mstep: Class 25 contains 8451 members 
Mstep: Class 26 contains 6713 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6693 members 
Mstep: Class 29 contains 22305 members 
Mstep: Class 30 contains 45411 members 
Mstep: Class 31 contains 1277 members 
Mstep: Class 32 contains 36844 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84135568.000000 Penalty: 109470.250000
Iteration 47Q: 35 clusters Score -8.413557e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 26774 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 1667 members 
Mstep: Class 5 contains 52775 members 
Mstep: Class 6 contains 31078 members 
Mstep: Class 7 contains 3867 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 28683 members 
Mstep: Class 10 contains 3318 members 
Mstep: Class 11 contains 5814 members 
Mstep: Class 12 contains 621 members 
Mstep: Class 13 contains 5950 members 
Mstep: Class 14 contains 19972 members 
Mstep: Class 15 contains 5102 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 33820 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 940 members 
Mstep: Class 22 contains 28493 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 8551 members 
Mstep: Class 26 contains 6728 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6667 members 
Mstep: Class 29 contains 22447 members 
Mstep: Class 30 contains 45674 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 36238 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84136640.000000 Penalty: 109470.250000
Iteration 48Q: 35 clusters Score -8.413664e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 26774 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 1678 members 
Mstep: Class 5 contains 52651 members 
Mstep: Class 6 contains 30916 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 28626 members 
Mstep: Class 10 contains 3354 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 624 members 
Mstep: Class 13 contains 6063 members 
Mstep: Class 14 contains 19917 members 
Mstep: Class 15 contains 5103 members 
Mstep: Class 16 contains 3381 members 
Mstep: Class 17 contains 33575 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 29241 members 
Mstep: Class 23 contains 2962 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8638 members 
Mstep: Class 26 contains 6748 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6618 members 
Mstep: Class 29 contains 22635 members 
Mstep: Class 30 contains 45972 members 
Mstep: Class 31 contains 1270 members 
Mstep: Class 32 contains 35561 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84138248.000000 Penalty: 109470.250000
Iteration 49Q: 35 clusters Score -8.413825e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 26837 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 1697 members 
Mstep: Class 5 contains 52493 members 
Mstep: Class 6 contains 30669 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 776 members 
Mstep: Class 9 contains 28558 members 
Mstep: Class 10 contains 3384 members 
Mstep: Class 11 contains 5813 members 
Mstep: Class 12 contains 624 members 
Mstep: Class 13 contains 6159 members 
Mstep: Class 14 contains 19978 members 
Mstep: Class 15 contains 5105 members 
Mstep: Class 16 contains 3430 members 
Mstep: Class 17 contains 33377 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 947 members 
Mstep: Class 22 contains 30023 members 
Mstep: Class 23 contains 2964 members 
Mstep: Class 24 contains 930 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 6785 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6569 members 
Mstep: Class 29 contains 22779 members 
Mstep: Class 30 contains 46256 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 34854 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139832.000000 Penalty: 109470.250000
Iteration 50Q: 35 clusters Score -8.413983e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 26921 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 5 contains 52247 members 
Mstep: Class 6 contains 30360 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 776 members 
Mstep: Class 9 contains 28492 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 5813 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 20038 members 
Mstep: Class 15 contains 5108 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 33286 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 30759 members 
Mstep: Class 23 contains 2958 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8769 members 
Mstep: Class 26 contains 6805 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6526 members 
Mstep: Class 29 contains 22934 members 
Mstep: Class 30 contains 46594 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 34173 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84141248.000000 Penalty: 109470.250000
Iteration 51Q: 35 clusters Score -8.414125e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 26979 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 51961 members 
Mstep: Class 6 contains 30022 members 
Mstep: Class 7 contains 4086 members 
Mstep: Class 8 contains 777 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 5816 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 6356 members 
Mstep: Class 14 contains 20168 members 
Mstep: Class 15 contains 5099 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 33203 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 31437 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 8874 members 
Mstep: Class 26 contains 6808 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 23086 members 
Mstep: Class 30 contains 46961 members 
Mstep: Class 31 contains 1275 members 
Mstep: Class 32 contains 33636 members 
Mstep: Class 33 contains 499 members 
Mstep: Class 34 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84142848.000000 Penalty: 109470.250000
Iteration 52Q: 35 clusters Score -8.414285e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 27041 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 51704 members 
Mstep: Class 6 contains 29748 members 
Mstep: Class 7 contains 4128 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 28345 members 
Mstep: Class 10 contains 3451 members 
Mstep: Class 11 contains 5822 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 6416 members 
Mstep: Class 14 contains 20363 members 
Mstep: Class 15 contains 5091 members 
Mstep: Class 16 contains 3552 members 
Mstep: Class 17 contains 33133 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 947 members 
Mstep: Class 22 contains 32007 members 
Mstep: Class 23 contains 2952 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 8964 members 
Mstep: Class 26 contains 6816 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6400 members 
Mstep: Class 29 contains 23229 members 
Mstep: Class 30 contains 47282 members 
Mstep: Class 31 contains 1279 members 
Mstep: Class 32 contains 33179 members 
Mstep: Class 33 contains 501 members 
Mstep: Class 34 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84144488.000000 Penalty: 109470.250000
Iteration 53Q: 35 clusters Score -8.414449e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 27094 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 51414 members 
Mstep: Class 6 contains 29506 members 
Mstep: Class 7 contains 4171 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 28275 members 
Mstep: Class 10 contains 3466 members 
Mstep: Class 11 contains 5818 members 
Mstep: Class 12 contains 638 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 20560 members 
Mstep: Class 15 contains 5085 members 
Mstep: Class 16 contains 3589 members 
Mstep: Class 17 contains 33127 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 952 members 
Mstep: Class 22 contains 32432 members 
Mstep: Class 23 contains 2953 members 
Mstep: Class 24 contains 938 members 
Mstep: Class 25 contains 9030 members 
Mstep: Class 26 contains 6809 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6330 members 
Mstep: Class 29 contains 23370 members 
Mstep: Class 30 contains 47525 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 32889 members 
Mstep: Class 33 contains 501 members 
Mstep: Class 34 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84145568.000000 Penalty: 109470.250000
Iteration 54Q: 35 clusters Score -8.414557e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 27170 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 1757 members 
Mstep: Class 5 contains 51097 members 
Mstep: Class 6 contains 29270 members 
Mstep: Class 7 contains 4209 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 28212 members 
Mstep: Class 10 contains 3469 members 
Mstep: Class 11 contains 5815 members 
Mstep: Class 12 contains 638 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 20702 members 
Mstep: Class 15 contains 5081 members 
Mstep: Class 16 contains 3611 members 
Mstep: Class 17 contains 33209 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 960 members 
Mstep: Class 22 contains 32778 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 940 members 
Mstep: Class 25 contains 9081 members 
Mstep: Class 26 contains 6816 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6301 members 
Mstep: Class 29 contains 23528 members 
Mstep: Class 30 contains 47722 members 
Mstep: Class 31 contains 1284 members 
Mstep: Class 32 contains 32678 members 
Mstep: Class 33 contains 502 members 
Mstep: Class 34 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84146744.000000 Penalty: 109470.250000
Iteration 55Q: 35 clusters Score -8.414674e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 27238 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 5 contains 50743 members 
Mstep: Class 6 contains 29045 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 28157 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 638 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 20820 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 3638 members 
Mstep: Class 17 contains 33352 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 33052 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 941 members 
Mstep: Class 25 contains 9113 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6247 members 
Mstep: Class 29 contains 23720 members 
Mstep: Class 30 contains 47921 members 
Mstep: Class 31 contains 1287 members 
Mstep: Class 32 contains 32546 members 
Mstep: Class 33 contains 505 members 
Mstep: Class 34 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84147680.000000 Penalty: 109470.250000
Iteration 56Q: 35 clusters Score -8.414768e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 27329 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 50436 members 
Mstep: Class 6 contains 28810 members 
Mstep: Class 7 contains 4252 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 28120 members 
Mstep: Class 10 contains 3458 members 
Mstep: Class 11 contains 5808 members 
Mstep: Class 12 contains 639 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 20889 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 3663 members 
Mstep: Class 17 contains 33451 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 33279 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 942 members 
Mstep: Class 25 contains 9138 members 
Mstep: Class 26 contains 6831 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6199 members 
Mstep: Class 29 contains 23903 members 
Mstep: Class 30 contains 48139 members 
Mstep: Class 31 contains 1291 members 
Mstep: Class 32 contains 32490 members 
Mstep: Class 33 contains 508 members 
Mstep: Class 34 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84148320.000000 Penalty: 109470.250000
Iteration 57Q: 35 clusters Score -8.414832e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 27420 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 50208 members 
Mstep: Class 6 contains 28649 members 
Mstep: Class 7 contains 4274 members 
Mstep: Class 8 contains 786 members 
Mstep: Class 9 contains 28092 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 5805 members 
Mstep: Class 12 contains 639 members 
Mstep: Class 13 contains 6767 members 
Mstep: Class 14 contains 20957 members 
Mstep: Class 15 contains 5067 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 33531 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 33419 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 943 members 
Mstep: Class 25 contains 9144 members 
Mstep: Class 26 contains 6832 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6162 members 
Mstep: Class 29 contains 24104 members 
Mstep: Class 30 contains 48318 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 32393 members 
Mstep: Class 33 contains 512 members 
Mstep: Class 34 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84148136.000000 Penalty: 109470.250000
Iteration 58Q: 35 clusters Score -8.414814e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 27492 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 1772 members 
Mstep: Class 5 contains 50048 members 
Mstep: Class 6 contains 28427 members 
Mstep: Class 7 contains 4316 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 28063 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 5803 members 
Mstep: Class 12 contains 639 members 
Mstep: Class 13 contains 6810 members 
Mstep: Class 14 contains 20992 members 
Mstep: Class 15 contains 5057 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 33650 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 33538 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 944 members 
Mstep: Class 25 contains 9152 members 
Mstep: Class 26 contains 6826 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6137 members 
Mstep: Class 29 contains 24328 members 
Mstep: Class 30 contains 48431 members 
Mstep: Class 31 contains 1299 members 
Mstep: Class 32 contains 32354 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84148432.000000 Penalty: 109470.250000
Iteration 59Q: 35 clusters Score -8.414843e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 27529 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 1773 members 
Mstep: Class 5 contains 49794 members 
Mstep: Class 6 contains 28242 members 
Mstep: Class 7 contains 4357 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 28031 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 5803 members 
Mstep: Class 12 contains 639 members 
Mstep: Class 13 contains 6848 members 
Mstep: Class 14 contains 21095 members 
Mstep: Class 15 contains 5050 members 
Mstep: Class 16 contains 3734 members 
Mstep: Class 17 contains 33798 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 33654 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 940 members 
Mstep: Class 25 contains 9142 members 
Mstep: Class 26 contains 6833 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 6107 members 
Mstep: Class 29 contains 24507 members 
Mstep: Class 30 contains 48528 members 
Mstep: Class 31 contains 1306 members 
Mstep: Class 32 contains 32321 members 
Mstep: Class 33 contains 518 members 
Mstep: Class 34 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84149104.000000 Penalty: 109470.250000
Iteration 60F: 35 clusters Score -8.41491e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 27557 members 
Mstep: Class 3 contains 1079 members 
Mstep: Class 4 contains 1776 members 
Mstep: Class 5 contains 49523 members 
Mstep: Class 6 contains 28184 members 
Mstep: Class 7 contains 4395 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 27997 members 
Mstep: Class 10 contains 3424 members 
Mstep: Class 11 contains 5802 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 21207 members 
Mstep: Class 15 contains 5052 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 33942 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 364 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 33687 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 942 members 
Mstep: Class 25 contains 9136 members 
Mstep: Class 26 contains 6836 members 
Mstep: Class 27 contains 399 members 
Mstep: Class 28 contains 6101 members 
Mstep: Class 29 contains 24751 members 
Mstep: Class 30 contains 48577 members 
Mstep: Class 31 contains 1308 members 
Mstep: Class 32 contains 32312 members 
Mstep: Class 33 contains 519 members 
Mstep: Class 34 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84150280.000000 Penalty: 109470.250000
Iteration 61Q: 35 clusters Score -8.415028e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 27598 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 1776 members 
Mstep: Class 5 contains 49300 members 
Mstep: Class 6 contains 28079 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 27960 members 
Mstep: Class 10 contains 3404 members 
Mstep: Class 11 contains 5799 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 6888 members 
Mstep: Class 14 contains 21296 members 
Mstep: Class 15 contains 5051 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 34134 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 33665 members 
Mstep: Class 23 contains 2958 members 
Mstep: Class 24 contains 938 members 
Mstep: Class 25 contains 9137 members 
Mstep: Class 26 contains 6835 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6084 members 
Mstep: Class 29 contains 24971 members 
Mstep: Class 30 contains 48576 members 
Mstep: Class 31 contains 1314 members 
Mstep: Class 32 contains 32326 members 
Mstep: Class 33 contains 524 members 
Mstep: Class 34 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84150680.000000 Penalty: 109470.250000
Iteration 62Q: 35 clusters Score -8.415068e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 27645 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 1780 members 
Mstep: Class 5 contains 49159 members 
Mstep: Class 6 contains 27997 members 
Mstep: Class 7 contains 4440 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 27927 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 5805 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 6919 members 
Mstep: Class 14 contains 21360 members 
Mstep: Class 15 contains 5052 members 
Mstep: Class 16 contains 3828 members 
Mstep: Class 17 contains 34308 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 33592 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 9124 members 
Mstep: Class 26 contains 6834 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6076 members 
Mstep: Class 29 contains 25175 members 
Mstep: Class 30 contains 48613 members 
Mstep: Class 31 contains 1317 members 
Mstep: Class 32 contains 32397 members 
Mstep: Class 33 contains 525 members 
Mstep: Class 34 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84150504.000000 Penalty: 109470.250000
Iteration 63Q: 35 clusters Score -8.41505e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 27689 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 1781 members 
Mstep: Class 5 contains 49014 members 
Mstep: Class 6 contains 27942 members 
Mstep: Class 7 contains 4457 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 9 contains 27893 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 5809 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 6955 members 
Mstep: Class 14 contains 21452 members 
Mstep: Class 15 contains 5051 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 34433 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 33513 members 
Mstep: Class 23 contains 2961 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 9108 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6068 members 
Mstep: Class 29 contains 25372 members 
Mstep: Class 30 contains 48598 members 
Mstep: Class 31 contains 1320 members 
Mstep: Class 32 contains 32481 members 
Mstep: Class 33 contains 527 members 
Mstep: Class 34 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84150856.000000 Penalty: 109470.250000
Iteration 64Q: 35 clusters Score -8.415086e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 27739 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 1781 members 
Mstep: Class 5 contains 48880 members 
Mstep: Class 6 contains 27904 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 27861 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 6976 members 
Mstep: Class 14 contains 21557 members 
Mstep: Class 15 contains 5053 members 
Mstep: Class 16 contains 3868 members 
Mstep: Class 17 contains 34493 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 33447 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 934 members 
Mstep: Class 25 contains 9093 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6061 members 
Mstep: Class 29 contains 25569 members 
Mstep: Class 30 contains 48589 members 
Mstep: Class 31 contains 1327 members 
Mstep: Class 32 contains 32556 members 
Mstep: Class 33 contains 528 members 
Mstep: Class 34 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84151200.000000 Penalty: 109470.250000
Iteration 65Q: 35 clusters Score -8.41512e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 27790 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 48786 members 
Mstep: Class 6 contains 27836 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 27807 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 5809 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 6996 members 
Mstep: Class 14 contains 21663 members 
Mstep: Class 15 contains 5053 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 34600 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 33337 members 
Mstep: Class 23 contains 2965 members 
Mstep: Class 24 contains 934 members 
Mstep: Class 25 contains 9071 members 
Mstep: Class 26 contains 6860 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6045 members 
Mstep: Class 29 contains 25784 members 
Mstep: Class 30 contains 48597 members 
Mstep: Class 31 contains 1331 members 
Mstep: Class 32 contains 32647 members 
Mstep: Class 33 contains 528 members 
Mstep: Class 34 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84151344.000000 Penalty: 109470.250000
Iteration 66Q: 35 clusters Score -8.415134e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 27811 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1785 members 
Mstep: Class 5 contains 48705 members 
Mstep: Class 6 contains 27801 members 
Mstep: Class 7 contains 4494 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 27799 members 
Mstep: Class 10 contains 3361 members 
Mstep: Class 11 contains 5810 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 7014 members 
Mstep: Class 14 contains 21754 members 
Mstep: Class 15 contains 5051 members 
Mstep: Class 16 contains 3928 members 
Mstep: Class 17 contains 34728 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 33201 members 
Mstep: Class 23 contains 2965 members 
Mstep: Class 24 contains 934 members 
Mstep: Class 25 contains 9052 members 
Mstep: Class 26 contains 6862 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6025 members 
Mstep: Class 29 contains 26031 members 
Mstep: Class 30 contains 48630 members 
Mstep: Class 31 contains 1334 members 
Mstep: Class 32 contains 32658 members 
Mstep: Class 33 contains 528 members 
Mstep: Class 34 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84151232.000000 Penalty: 109470.250000
Iteration 67Q: 35 clusters Score -8.415123e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 27821 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 48665 members 
Mstep: Class 6 contains 27741 members 
Mstep: Class 7 contains 4511 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 27788 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 5813 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 7026 members 
Mstep: Class 14 contains 21858 members 
Mstep: Class 15 contains 5048 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 34874 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 33060 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 934 members 
Mstep: Class 25 contains 9043 members 
Mstep: Class 26 contains 6873 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6019 members 
Mstep: Class 29 contains 26275 members 
Mstep: Class 30 contains 48659 members 
Mstep: Class 31 contains 1339 members 
Mstep: Class 32 contains 32651 members 
Mstep: Class 33 contains 528 members 
Mstep: Class 34 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84150944.000000 Penalty: 109470.250000
Iteration 68Q: 35 clusters Score -8.415094e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 27866 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1785 members 
Mstep: Class 5 contains 48606 members 
Mstep: Class 6 contains 27716 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 27794 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 5813 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 7026 members 
Mstep: Class 14 contains 21986 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 3987 members 
Mstep: Class 17 contains 34994 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 32862 members 
Mstep: Class 23 contains 2964 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 9049 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6025 members 
Mstep: Class 29 contains 26442 members 
Mstep: Class 30 contains 48696 members 
Mstep: Class 31 contains 1343 members 
Mstep: Class 32 contains 32681 members 
Mstep: Class 33 contains 529 members 
Mstep: Class 34 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84150816.000000 Penalty: 109470.250000
Iteration 69Q: 35 clusters Score -8.415082e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 27904 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 48616 members 
Mstep: Class 6 contains 27680 members 
Mstep: Class 7 contains 4526 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 27759 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 5813 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 7043 members 
Mstep: Class 14 contains 22126 members 
Mstep: Class 15 contains 5044 members 
Mstep: Class 16 contains 3997 members 
Mstep: Class 17 contains 35110 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 32664 members 
Mstep: Class 23 contains 2965 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 9038 members 
Mstep: Class 26 contains 6892 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6031 members 
Mstep: Class 29 contains 26661 members 
Mstep: Class 30 contains 48725 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 32719 members 
Mstep: Class 33 contains 529 members 
Mstep: Class 34 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84150576.000000 Penalty: 109470.250000
Iteration 70Q: 35 clusters Score -8.415058e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 27917 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1788 members 
Mstep: Class 5 contains 48625 members 
Mstep: Class 6 contains 27686 members 
Mstep: Class 7 contains 4531 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 27757 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 5817 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 7054 members 
Mstep: Class 14 contains 22332 members 
Mstep: Class 15 contains 5043 members 
Mstep: Class 16 contains 4010 members 
Mstep: Class 17 contains 35174 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 32471 members 
Mstep: Class 23 contains 2964 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 9036 members 
Mstep: Class 26 contains 6899 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6024 members 
Mstep: Class 29 contains 26839 members 
Mstep: Class 30 contains 48736 members 
Mstep: Class 31 contains 1358 members 
Mstep: Class 32 contains 32685 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84150400.000000 Penalty: 109470.250000
Iteration 71Q: 35 clusters Score -8.41504e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 27938 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 48650 members 
Mstep: Class 6 contains 27713 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 827 members 
Mstep: Class 9 contains 27759 members 
Mstep: Class 10 contains 3317 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 7052 members 
Mstep: Class 14 contains 22514 members 
Mstep: Class 15 contains 5042 members 
Mstep: Class 16 contains 4031 members 
Mstep: Class 17 contains 35280 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 32302 members 
Mstep: Class 23 contains 2964 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 9022 members 
Mstep: Class 26 contains 6910 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6017 members 
Mstep: Class 29 contains 27022 members 
Mstep: Class 30 contains 48781 members 
Mstep: Class 31 contains 1369 members 
Mstep: Class 32 contains 32613 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84149896.000000 Penalty: 109470.250000
Iteration 72Q: 35 clusters Score -8.41499e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 28002 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 48651 members 
Mstep: Class 6 contains 27750 members 
Mstep: Class 7 contains 4541 members 
Mstep: Class 8 contains 828 members 
Mstep: Class 9 contains 27774 members 
Mstep: Class 10 contains 3317 members 
Mstep: Class 11 contains 5823 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 7045 members 
Mstep: Class 14 contains 22646 members 
Mstep: Class 15 contains 5040 members 
Mstep: Class 16 contains 4062 members 
Mstep: Class 17 contains 35398 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 968 members 
Mstep: Class 22 contains 32164 members 
Mstep: Class 23 contains 2967 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 9009 members 
Mstep: Class 26 contains 6910 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6005 members 
Mstep: Class 29 contains 27117 members 
Mstep: Class 30 contains 48830 members 
Mstep: Class 31 contains 1380 members 
Mstep: Class 32 contains 32555 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84149464.000000 Penalty: 109470.250000
Iteration 73Q: 35 clusters Score -8.414946e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 28076 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 48567 members 
Mstep: Class 6 contains 27786 members 
Mstep: Class 7 contains 4548 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 27778 members 
Mstep: Class 10 contains 3317 members 
Mstep: Class 11 contains 5820 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 7042 members 
Mstep: Class 14 contains 22787 members 
Mstep: Class 15 contains 5040 members 
Mstep: Class 16 contains 4084 members 
Mstep: Class 17 contains 35552 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 967 members 
Mstep: Class 22 contains 32018 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 934 members 
Mstep: Class 25 contains 9002 members 
Mstep: Class 26 contains 6919 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6015 members 
Mstep: Class 29 contains 27197 members 
Mstep: Class 30 contains 48916 members 
Mstep: Class 31 contains 1390 members 
Mstep: Class 32 contains 32518 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84148816.000000 Penalty: 109470.250000
Iteration 74Q: 35 clusters Score -8.414882e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 28098 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 48558 members 
Mstep: Class 6 contains 27854 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 27796 members 
Mstep: Class 10 contains 3311 members 
Mstep: Class 11 contains 5818 members 
Mstep: Class 12 contains 638 members 
Mstep: Class 13 contains 7051 members 
Mstep: Class 14 contains 22958 members 
Mstep: Class 15 contains 5035 members 
Mstep: Class 16 contains 4100 members 
Mstep: Class 17 contains 35684 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 966 members 
Mstep: Class 22 contains 31849 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 934 members 
Mstep: Class 25 contains 8991 members 
Mstep: Class 26 contains 6925 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6010 members 
Mstep: Class 29 contains 27286 members 
Mstep: Class 30 contains 49005 members 
Mstep: Class 31 contains 1400 members 
Mstep: Class 32 contains 32490 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84148200.000000 Penalty: 109470.250000
Iteration 75Q: 35 clusters Score -8.41482e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 28116 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 48569 members 
Mstep: Class 6 contains 27959 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 27836 members 
Mstep: Class 10 contains 3314 members 
Mstep: Class 11 contains 5816 members 
Mstep: Class 12 contains 639 members 
Mstep: Class 13 contains 7061 members 
Mstep: Class 14 contains 23108 members 
Mstep: Class 15 contains 5036 members 
Mstep: Class 16 contains 4112 members 
Mstep: Class 17 contains 35805 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 966 members 
Mstep: Class 22 contains 31651 members 
Mstep: Class 23 contains 2973 members 
Mstep: Class 24 contains 934 members 
Mstep: Class 25 contains 8981 members 
Mstep: Class 26 contains 6933 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6009 members 
Mstep: Class 29 contains 27387 members 
Mstep: Class 30 contains 49127 members 
Mstep: Class 31 contains 1409 members 
Mstep: Class 32 contains 32463 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84147960.000000 Penalty: 109470.250000
Iteration 76Q: 35 clusters Score -8.414796e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 28125 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 48577 members 
Mstep: Class 6 contains 28048 members 
Mstep: Class 7 contains 4578 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 27857 members 
Mstep: Class 10 contains 3314 members 
Mstep: Class 11 contains 5813 members 
Mstep: Class 12 contains 640 members 
Mstep: Class 13 contains 7063 members 
Mstep: Class 14 contains 23250 members 
Mstep: Class 15 contains 5035 members 
Mstep: Class 16 contains 4126 members 
Mstep: Class 17 contains 36034 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 31434 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 934 members 
Mstep: Class 25 contains 8964 members 
Mstep: Class 26 contains 6943 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6022 members 
Mstep: Class 29 contains 27475 members 
Mstep: Class 30 contains 49259 members 
Mstep: Class 31 contains 1420 members 
Mstep: Class 32 contains 32407 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 677 members 
Entering Unmasked Estep 
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Iteration 77Q: 35 clusters Score -8.414732e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 28150 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 48558 members 
Mstep: Class 6 contains 28179 members 
Mstep: Class 7 contains 4594 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 27871 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 7066 members 
Mstep: Class 14 contains 23410 members 
Mstep: Class 15 contains 5034 members 
Mstep: Class 16 contains 4136 members 
Mstep: Class 17 contains 36253 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 31224 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8948 members 
Mstep: Class 26 contains 6959 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6040 members 
Mstep: Class 29 contains 27535 members 
Mstep: Class 30 contains 49402 members 
Mstep: Class 31 contains 1429 members 
Mstep: Class 32 contains 32335 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84146872.000000 Penalty: 109470.250000
Iteration 78Q: 35 clusters Score -8.414687e+07 nChanged 3134
Entering ConstructFrom: 
Score: -84146872.000000 Penalty: 109470.250000
Entering ConstructFrom: 
Trying to split cluster 1 (35814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Entering Unmasked Estep 
Score: -6973847.000000 Penalty: 2600.551514
	Iteration 0F: 2 clusters Score -6973847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -6953565.000000 Penalty: 5201.103027
	Iteration 0F: 3 clusters Score -6953565 nChanged 16319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -6962280.000000 Penalty: 5201.103027
	Iteration 1F: 3 clusters Score -6962280 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -6962680.000000 Penalty: 5201.103027
	Iteration 2Q: 3 clusters Score -6962680 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -6963104.000000 Penalty: 5201.103027
	Iteration 3Q: 3 clusters Score -6963104 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -6963513.000000 Penalty: 5201.103027
	Iteration 4Q: 3 clusters Score -6963513 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -6964058.000000 Penalty: 5201.103027
	Iteration 5Q: 3 clusters Score -6964058 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -6964729.000000 Penalty: 5201.103027
	Iteration 6Q: 3 clusters Score -6964729 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -6965570.500000 Penalty: 5201.103027
	Iteration 7Q: 3 clusters Score -6965570 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -6966611.000000 Penalty: 5201.103027
	Iteration 8F: 3 clusters Score -6966611 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -6967860.500000 Penalty: 5201.103027
	Iteration 9F: 3 clusters Score -6967860 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -6969305.000000 Penalty: 5201.103027
	Iteration 10F: 3 clusters Score -6969305 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -6970263.500000 Penalty: 5201.103027
	Iteration 11F: 3 clusters Score -6970264 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -6970904.500000 Penalty: 5201.103027
	Iteration 12Q: 3 clusters Score -6970904 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -6971315.000000 Penalty: 5201.103027
	Iteration 13Q: 3 clusters Score -6971315 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -6971438.500000 Penalty: 5201.103027
	Iteration 14Q: 3 clusters Score -6971438 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -6971476.000000 Penalty: 5201.103027
	Iteration 15Q: 3 clusters Score -6971476 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -6971443.500000 Penalty: 5201.103027
	Iteration 16Q: 3 clusters Score -6971444 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6971480.000000 Penalty: 5201.103027
	Iteration 17Q: 3 clusters Score -6971480 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -6971492.500000 Penalty: 5201.103027
	Iteration 18Q: 3 clusters Score -6971492 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6971557.000000 Penalty: 5201.103027
	Iteration 19Q: 3 clusters Score -6971557 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6971568.000000 Penalty: 5201.103027
	Iteration 20F: 3 clusters Score -6971568 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6971606.500000 Penalty: 5201.103027
	Iteration 21Q: 3 clusters Score -6971606 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6971641.000000 Penalty: 5201.103027
	Iteration 22Q: 3 clusters Score -6971641 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6971651.000000 Penalty: 5201.103027
	Iteration 23Q: 3 clusters Score -6971651 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6971688.000000 Penalty: 5201.103027
	Iteration 24Q: 3 clusters Score -6971688 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6971687.500000 Penalty: 5201.103027
	Iteration 25Q: 3 clusters Score -6971688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6971701.500000 Penalty: 5201.103027
	Iteration 26Q: 3 clusters Score -6971702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6971711.000000 Penalty: 5201.103027
	Iteration 27Q: 3 clusters Score -6971711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6971725.000000 Penalty: 5201.103027
	Iteration 28Q: 3 clusters Score -6971725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6971720.500000 Penalty: 5201.103027
	Iteration 29Q: 3 clusters Score -6971720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6971738.000000 Penalty: 5201.103027
	Iteration 30Q: 3 clusters Score -6971738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6971731.500000 Penalty: 5201.103027
	Iteration 31Q: 3 clusters Score -6971732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6971740.500000 Penalty: 5201.103027
	Iteration 32Q: 3 clusters Score -6971740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6971740.500000 Penalty: 5201.103027
	Iteration 33Q: 3 clusters Score -6971740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6971747.000000 Penalty: 5201.103027
	Iteration 34Q: 3 clusters Score -6971747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6971752.000000 Penalty: 5201.103027
	Iteration 35Q: 3 clusters Score -6971752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6971746.000000 Penalty: 5201.103027
	Iteration 36Q: 3 clusters Score -6971746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6971748.000000 Penalty: 5201.103027
	Iteration 37Q: 3 clusters Score -6971748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6971758.500000 Penalty: 5201.103027
	Iteration 38Q: 3 clusters Score -6971758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6971760.000000 Penalty: 5201.103027
	Iteration 39Q: 3 clusters Score -6971760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6971750.500000 Penalty: 5201.103027
	Iteration 40F: 3 clusters Score -6971750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6971751.000000 Penalty: 5201.103027
	Iteration 41Q: 3 clusters Score -6971751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6971757.500000 Penalty: 5201.103027
	Iteration 42Q: 3 clusters Score -6971758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6971758.000000 Penalty: 5201.103027
	Iteration 43Q: 3 clusters Score -6971758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6971767.000000 Penalty: 5201.103027
	Iteration 44Q: 3 clusters Score -6971767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6971767.000000 Penalty: 5201.103027
	Iteration 45F: 3 clusters Score -6971767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Entering Unmasked Estep 
Score: -6044267.000000 Penalty: 2540.958496
	Iteration 0F: 2 clusters Score -6044267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -6035789.500000 Penalty: 5081.916992
	Iteration 0F: 3 clusters Score -6035790 nChanged 12659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -6042596.000000 Penalty: 5081.916992
	Iteration 1F: 3 clusters Score -6042596 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -6043008.000000 Penalty: 5081.916992
	Iteration 2F: 3 clusters Score -6043008 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -6043381.500000 Penalty: 5081.916992
	Iteration 3Q: 3 clusters Score -6043382 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -6043683.000000 Penalty: 5081.916992
	Iteration 4Q: 3 clusters Score -6043683 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -6043966.500000 Penalty: 5081.916992
	Iteration 5Q: 3 clusters Score -6043966 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -6044300.500000 Penalty: 5081.916992
	Iteration 6Q: 3 clusters Score -6044300 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -6044746.000000 Penalty: 5081.916992
	Iteration 7Q: 3 clusters Score -6044746 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -6045393.000000 Penalty: 5081.916992
	Iteration 8Q: 3 clusters Score -6045393 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -6046225.000000 Penalty: 5081.916992
	Iteration 9F: 3 clusters Score -6046225 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -6047205.500000 Penalty: 5081.916992
	Iteration 10F: 3 clusters Score -6047206 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -6048188.500000 Penalty: 5081.916992
	Iteration 11F: 3 clusters Score -6048188 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -6049026.000000 Penalty: 5081.916992
	Iteration 12F: 3 clusters Score -6049026 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -6049436.000000 Penalty: 5081.916992
	Iteration 13F: 3 clusters Score -6049436 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -6049524.500000 Penalty: 5081.916992
	Iteration 14Q: 3 clusters Score -6049524 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -6049548.500000 Penalty: 5081.916992
	Iteration 15Q: 3 clusters Score -6049548 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -6049616.500000 Penalty: 5081.916992
	Iteration 16Q: 3 clusters Score -6049616 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -6049586.500000 Penalty: 5081.916992
	Iteration 17Q: 3 clusters Score -6049586 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -6049663.000000 Penalty: 5081.916992
	Iteration 18Q: 3 clusters Score -6049663 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -6049662.500000 Penalty: 5081.916992
	Iteration 19Q: 3 clusters Score -6049662 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -6049668.000000 Penalty: 5081.916992
	Iteration 20F: 3 clusters Score -6049668 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -6049653.000000 Penalty: 5081.916992
	Iteration 21Q: 3 clusters Score -6049653 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -6049664.000000 Penalty: 5081.916992
	Iteration 22Q: 3 clusters Score -6049664 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -6049715.000000 Penalty: 5081.916992
	Iteration 23Q: 3 clusters Score -6049715 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -6049731.000000 Penalty: 5081.916992
	Iteration 24Q: 3 clusters Score -6049731 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -6049729.000000 Penalty: 5081.916992
	Iteration 25Q: 3 clusters Score -6049729 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -6049738.000000 Penalty: 5081.916992
	Iteration 26Q: 3 clusters Score -6049738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -6049741.500000 Penalty: 5081.916992
	Iteration 27Q: 3 clusters Score -6049742 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -6049718.000000 Penalty: 5081.916992
	Iteration 28Q: 3 clusters Score -6049718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -6049724.500000 Penalty: 5081.916992
	Iteration 29Q: 3 clusters Score -6049724 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -6049710.000000 Penalty: 5081.916992
	Iteration 30Q: 3 clusters Score -6049710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -6049691.500000 Penalty: 5081.916992
	Iteration 31Q: 3 clusters Score -6049692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -6049677.500000 Penalty: 5081.916992
	Iteration 32Q: 3 clusters Score -6049678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -6049678.000000 Penalty: 5081.916992
	Iteration 33Q: 3 clusters Score -6049678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -6049676.000000 Penalty: 5081.916992
	Iteration 34Q: 3 clusters Score -6049676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -6049696.000000 Penalty: 5081.916992
	Iteration 35Q: 3 clusters Score -6049696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -6049686.000000 Penalty: 5081.916992
	Iteration 36Q: 3 clusters Score -6049686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -6049680.500000 Penalty: 5081.916992
	Iteration 37Q: 3 clusters Score -6049680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -6049686.500000 Penalty: 5081.916992
	Iteration 38Q: 3 clusters Score -6049686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -6049693.500000 Penalty: 5081.916992
	Iteration 39Q: 3 clusters Score -6049694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -6049685.000000 Penalty: 5081.916992
	Iteration 40F: 3 clusters Score -6049685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -6049688.500000 Penalty: 5081.916992
	Iteration 41Q: 3 clusters Score -6049688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -6049685.500000 Penalty: 5081.916992
	Iteration 42Q: 3 clusters Score -6049686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -6049687.500000 Penalty: 5081.916992
	Iteration 43Q: 3 clusters Score -6049688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -6049690.500000 Penalty: 5081.916992
	Iteration 44Q: 3 clusters Score -6049690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -6049692.500000 Penalty: 5081.916992
	Iteration 45Q: 3 clusters Score -6049692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -6049690.500000 Penalty: 5081.916992
	Iteration 46Q: 3 clusters Score -6049690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -6049688.000000 Penalty: 5081.916992
	Iteration 47Q: 3 clusters Score -6049688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -6049684.000000 Penalty: 5081.916992
	Iteration 48Q: 3 clusters Score -6049684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -6049684.000000 Penalty: 5081.916992
	Iteration 49F: 3 clusters Score -6049684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 48547 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 27889 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 36427 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8937 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Entering Unmasked Estep 
Score: -84150560.000000 Penalty: 112689.960938
Splitting cluster 2 changes total score from -84146872.000000 to -84150560.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 3 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -193855.109375 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -193855.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -191961.640625 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -191961.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -192840.671875 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -192840.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -193262.500000 Penalty: 3468.990967
	Iteration 2F: 3 clusters Score -193262.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -193533.812500 Penalty: 3468.990967
	Iteration 3F: 3 clusters Score -193533.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -193699.406250 Penalty: 3468.990967
	Iteration 4F: 3 clusters Score -193699.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -193791.296875 Penalty: 3468.990967
	Iteration 5Q: 3 clusters Score -193791.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -193825.296875 Penalty: 3468.990967
	Iteration 6Q: 3 clusters Score -193825.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -193842.734375 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -193842.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -193862.781250 Penalty: 3468.990967
	Iteration 8Q: 3 clusters Score -193862.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -193892.171875 Penalty: 3468.990967
	Iteration 9Q: 3 clusters Score -193892.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -193947.703125 Penalty: 3468.990967
	Iteration 10Q: 3 clusters Score -193947.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -194150.578125 Penalty: 3468.990967
	Iteration 11Q: 3 clusters Score -194150.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -194259.578125 Penalty: 3468.990967
	Iteration 12Q: 3 clusters Score -194259.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -194275.718750 Penalty: 3468.990967
	Iteration 13Q: 3 clusters Score -194275.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -194284.171875 Penalty: 3468.990967
	Iteration 14Q: 3 clusters Score -194284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -194291.796875 Penalty: 3468.990967
	Iteration 15Q: 3 clusters Score -194291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -194294.843750 Penalty: 3468.990967
	Iteration 16Q: 3 clusters Score -194294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -194296.953125 Penalty: 3468.990967
	Iteration 17Q: 3 clusters Score -194297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -194298.937500 Penalty: 3468.990967
	Iteration 18Q: 3 clusters Score -194298.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -194303.187500 Penalty: 3468.990967
	Iteration 19Q: 3 clusters Score -194303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -194307.921875 Penalty: 3468.990967
	Iteration 20F: 3 clusters Score -194307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -194312.765625 Penalty: 3468.990967
	Iteration 21Q: 3 clusters Score -194312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -194316.125000 Penalty: 3468.990967
	Iteration 22Q: 3 clusters Score -194316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -194318.875000 Penalty: 3468.990967
	Iteration 23Q: 3 clusters Score -194318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -194328.390625 Penalty: 3468.990967
	Iteration 24Q: 3 clusters Score -194328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -194333.859375 Penalty: 3468.990967
	Iteration 25Q: 3 clusters Score -194333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -194335.156250 Penalty: 3468.990967
	Iteration 26Q: 3 clusters Score -194335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -194335.156250 Penalty: 3468.990967
	Iteration 27F: 3 clusters Score -194335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 48547 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 27889 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 36427 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8937 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Entering Unmasked Estep 
Score: -84149720.000000 Penalty: 115909.679688
Splitting cluster 3 changes total score from -84146872.000000 to -84149720.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 4 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -293453.468750 Penalty: 1858.342651
	Iteration 0F: 2 clusters Score -293453.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -291203.093750 Penalty: 3716.685303
	Iteration 0F: 3 clusters Score -291203.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -292410.750000 Penalty: 3716.685303
	Iteration 1F: 3 clusters Score -292410.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -293239.093750 Penalty: 3716.685303
	Iteration 2F: 3 clusters Score -293239.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -293656.875000 Penalty: 3716.685303
	Iteration 3F: 3 clusters Score -293656.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -293967.031250 Penalty: 3716.685303
	Iteration 4Q: 3 clusters Score -293967 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -294172.812500 Penalty: 3716.685303
	Iteration 5Q: 3 clusters Score -294172.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -294235.843750 Penalty: 3716.685303
	Iteration 6Q: 3 clusters Score -294235.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -294267.718750 Penalty: 3716.685303
	Iteration 7Q: 3 clusters Score -294267.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -294300.500000 Penalty: 3716.685303
	Iteration 8Q: 3 clusters Score -294300.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -294331.875000 Penalty: 3716.685303
	Iteration 9Q: 3 clusters Score -294331.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -294349.406250 Penalty: 3716.685303
	Iteration 10Q: 3 clusters Score -294349.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -294354.187500 Penalty: 3716.685303
	Iteration 11Q: 3 clusters Score -294354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -294356.437500 Penalty: 3716.685303
	Iteration 12Q: 3 clusters Score -294356.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -294360.562500 Penalty: 3716.685303
	Iteration 13F: 3 clusters Score -294360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -294365.500000 Penalty: 3716.685303
	Iteration 14Q: 3 clusters Score -294365.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -294365.562500 Penalty: 3716.685303
	Iteration 15Q: 3 clusters Score -294365.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -294365.562500 Penalty: 3716.685303
	Iteration 16F: 3 clusters Score -294365.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 48547 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 27889 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 36427 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8937 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Entering Unmasked Estep 
Score: -84149056.000000 Penalty: 119129.390625
Splitting cluster 4 changes total score from -84146872.000000 to -84149056.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 5 (48547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Entering Unmasked Estep 
Score: -9465017.000000 Penalty: 2675.991455
	Iteration 0F: 2 clusters Score -9465017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -9449908.000000 Penalty: 5351.982910
	Iteration 0F: 3 clusters Score -9449908 nChanged 22484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -9462212.000000 Penalty: 5351.982910
	Iteration 1F: 3 clusters Score -9462212 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -9462799.000000 Penalty: 5351.982910
	Iteration 2Q: 3 clusters Score -9462799 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -9463537.000000 Penalty: 5351.982910
	Iteration 3Q: 3 clusters Score -9463537 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -9464446.000000 Penalty: 5351.982910
	Iteration 4Q: 3 clusters Score -9464446 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -9465564.000000 Penalty: 5351.982910
	Iteration 5Q: 3 clusters Score -9465564 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -9467275.000000 Penalty: 5351.982910
	Iteration 6F: 3 clusters Score -9467275 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -9469564.000000 Penalty: 5351.982910
	Iteration 7F: 3 clusters Score -9469564 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -9472004.000000 Penalty: 5351.982910
	Iteration 8F: 3 clusters Score -9472004 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -9473290.000000 Penalty: 5351.982910
	Iteration 9F: 3 clusters Score -9473290 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -9473682.000000 Penalty: 5351.982910
	Iteration 10Q: 3 clusters Score -9473682 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -9473811.000000 Penalty: 5351.982910
	Iteration 11Q: 3 clusters Score -9473811 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -9473948.000000 Penalty: 5351.982910
	Iteration 12Q: 3 clusters Score -9473948 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -9474066.000000 Penalty: 5351.982910
	Iteration 13Q: 3 clusters Score -9474066 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -9474163.000000 Penalty: 5351.982910
	Iteration 14Q: 3 clusters Score -9474163 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -9474198.000000 Penalty: 5351.982910
	Iteration 15Q: 3 clusters Score -9474198 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -9474292.000000 Penalty: 5351.982910
	Iteration 16Q: 3 clusters Score -9474292 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -9474355.000000 Penalty: 5351.982910
	Iteration 17Q: 3 clusters Score -9474355 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9474384 nChanged 343
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Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25924 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26032 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9474695 nChanged 246
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9474723 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26386 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9474707 nChanged 234
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Mstep: Class 1 contains 26428 members 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9474701 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9474742 nChanged 210
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Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9474753 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9474754 nChanged 197
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Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9474745 nChanged 229
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9474775 nChanged 212
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9474832 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26541 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26554 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9474828 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9474856 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9474940 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9474981 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9475002 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9475060 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9475159 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9475190 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26923 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9475270 nChanged 426
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9475357 nChanged 486
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Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9475460 nChanged 488
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Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9475553 nChanged 491
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Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9476227 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9476273 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9476305 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9476291 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9476305 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -9476397.000000 Penalty: 5351.982910
	Iteration 60F: 3 clusters Score -9476397 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9476447 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9476429 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26530 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9476484 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9476528 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26468 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9476537 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26466 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9476534 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9476550 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9476534 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9476548 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9476551 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9476550 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -9476553.000000 Penalty: 5351.982910
	Iteration 72Q: 3 clusters Score -9476553 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9476544 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9476575 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9476554 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9476548 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26492 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9476537 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9476547 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -9476536.000000 Penalty: 5351.982910
	Iteration 80F: 3 clusters Score -9476536 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -9476532.000000 Penalty: 5351.982910
	Iteration 81Q: 3 clusters Score -9476532 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9476536 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -9476534.000000 Penalty: 5351.982910
	Iteration 83Q: 3 clusters Score -9476534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -9476537.000000 Penalty: 5351.982910
	Iteration 84Q: 3 clusters Score -9476537 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -9476541.000000 Penalty: 5351.982910
	Iteration 85Q: 3 clusters Score -9476541 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26530 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9476543 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26531 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9476544 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -9476539.000000 Penalty: 5351.982910
	Iteration 88Q: 3 clusters Score -9476539 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26531 members 
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Entering Unmasked Estep 
Score: -9476542.000000 Penalty: 5351.982910
	Iteration 89Q: 3 clusters Score -9476542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9476547 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26540 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9476529 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26542 members 
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Entering Unmasked Estep 
Score: -9476526.000000 Penalty: 5351.982910
	Iteration 92Q: 3 clusters Score -9476526 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -9476523.000000 Penalty: 5351.982910
	Iteration 93Q: 3 clusters Score -9476523 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -9476517.000000 Penalty: 5351.982910
	Iteration 94Q: 3 clusters Score -9476517 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9476520 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9476512 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9476510 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
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	Iteration 98F: 3 clusters Score -9476510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 27889 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 36427 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8937 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Entering Unmasked Estep 
Score: -84160320.000000 Penalty: 122349.101562
Splitting cluster 5 changes total score from -84146872.000000 to -84160320.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 6 (28302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5521034.500000 Penalty: 2542.170410
	Iteration 0F: 2 clusters Score -5521034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14139 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5504246 nChanged 12724
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5511240 nChanged 1351
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5511690 nChanged 1289
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5512218 nChanged 1292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -5512770.000000 Penalty: 5084.340820
	Iteration 4Q: 3 clusters Score -5512770 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -5513386.000000 Penalty: 5084.340820
	Iteration 5Q: 3 clusters Score -5513386 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -5514082.000000 Penalty: 5084.340820
	Iteration 6F: 3 clusters Score -5514082 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -5514909.500000 Penalty: 5084.340820
	Iteration 7F: 3 clusters Score -5514910 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -5515915.500000 Penalty: 5084.340820
	Iteration 8F: 3 clusters Score -5515916 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -5517158.000000 Penalty: 5084.340820
	Iteration 9F: 3 clusters Score -5517158 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -5518386.000000 Penalty: 5084.340820
	Iteration 10F: 3 clusters Score -5518386 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -5519319.000000 Penalty: 5084.340820
	Iteration 11Q: 3 clusters Score -5519319 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -5519775.500000 Penalty: 5084.340820
	Iteration 12Q: 3 clusters Score -5519776 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -5519933.500000 Penalty: 5084.340820
	Iteration 13Q: 3 clusters Score -5519934 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -5520018.000000 Penalty: 5084.340820
	Iteration 14Q: 3 clusters Score -5520018 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -5520024.000000 Penalty: 5084.340820
	Iteration 15Q: 3 clusters Score -5520024 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -5519952.000000 Penalty: 5084.340820
	Iteration 16Q: 3 clusters Score -5519952 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -5519903.000000 Penalty: 5084.340820
	Iteration 17Q: 3 clusters Score -5519903 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5519940.500000 Penalty: 5084.340820
	Iteration 18Q: 3 clusters Score -5519940 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5519786.000000 Penalty: 5084.340820
	Iteration 19Q: 3 clusters Score -5519786 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5519766.500000 Penalty: 5084.340820
	Iteration 20F: 3 clusters Score -5519766 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5519692.500000 Penalty: 5084.340820
	Iteration 21Q: 3 clusters Score -5519692 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5519614.500000 Penalty: 5084.340820
	Iteration 22Q: 3 clusters Score -5519614 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5519584.500000 Penalty: 5084.340820
	Iteration 23Q: 3 clusters Score -5519584 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5519512.000000 Penalty: 5084.340820
	Iteration 24Q: 3 clusters Score -5519512 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5519467.500000 Penalty: 5084.340820
	Iteration 25Q: 3 clusters Score -5519468 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5519445.000000 Penalty: 5084.340820
	Iteration 26Q: 3 clusters Score -5519445 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5519419.000000 Penalty: 5084.340820
	Iteration 27Q: 3 clusters Score -5519419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5519402.500000 Penalty: 5084.340820
	Iteration 28Q: 3 clusters Score -5519402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5519389.500000 Penalty: 5084.340820
	Iteration 29Q: 3 clusters Score -5519390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5519378.500000 Penalty: 5084.340820
	Iteration 30Q: 3 clusters Score -5519378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5519360.500000 Penalty: 5084.340820
	Iteration 31Q: 3 clusters Score -5519360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5519360.500000 Penalty: 5084.340820
	Iteration 32Q: 3 clusters Score -5519360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5519359.000000 Penalty: 5084.340820
	Iteration 33Q: 3 clusters Score -5519359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5519347.500000 Penalty: 5084.340820
	Iteration 34Q: 3 clusters Score -5519348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5519355.000000 Penalty: 5084.340820
	Iteration 35Q: 3 clusters Score -5519355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5519351.500000 Penalty: 5084.340820
	Iteration 36Q: 3 clusters Score -5519352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5519347.500000 Penalty: 5084.340820
	Iteration 37Q: 3 clusters Score -5519348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5519357.000000 Penalty: 5084.340820
	Iteration 38Q: 3 clusters Score -5519357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5519354.500000 Penalty: 5084.340820
	Iteration 39Q: 3 clusters Score -5519354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5519349.500000 Penalty: 5084.340820
	Iteration 40F: 3 clusters Score -5519350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5519353.000000 Penalty: 5084.340820
	Iteration 41Q: 3 clusters Score -5519353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5519342.000000 Penalty: 5084.340820
	Iteration 42Q: 3 clusters Score -5519342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5519343.500000 Penalty: 5084.340820
	Iteration 43Q: 3 clusters Score -5519344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5519343.500000 Penalty: 5084.340820
	Iteration 44Q: 3 clusters Score -5519344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5519337.000000 Penalty: 5084.340820
	Iteration 45Q: 3 clusters Score -5519337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5519339.500000 Penalty: 5084.340820
	Iteration 46Q: 3 clusters Score -5519340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5519339.500000 Penalty: 5084.340820
	Iteration 47Q: 3 clusters Score -5519340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5519335.000000 Penalty: 5084.340820
	Iteration 48Q: 3 clusters Score -5519335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5519322.500000 Penalty: 5084.340820
	Iteration 49Q: 3 clusters Score -5519322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5519323.500000 Penalty: 5084.340820
	Iteration 50Q: 3 clusters Score -5519324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5519323.000000 Penalty: 5084.340820
	Iteration 51Q: 3 clusters Score -5519323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5519324.500000 Penalty: 5084.340820
	Iteration 52Q: 3 clusters Score -5519324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5519321.500000 Penalty: 5084.340820
	Iteration 53Q: 3 clusters Score -5519322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5519321.500000 Penalty: 5084.340820
	Iteration 54F: 3 clusters Score -5519322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Entering Unmasked Estep 
Score: -830865.375000 Penalty: 2092.285156
	Iteration 0F: 2 clusters Score -830865.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -826640.562500 Penalty: 4184.570312
	Iteration 0F: 3 clusters Score -826640.6 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -828180.250000 Penalty: 4184.570312
	Iteration 1F: 3 clusters Score -828180.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -828744.812500 Penalty: 4184.570312
	Iteration 2F: 3 clusters Score -828744.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -829106.625000 Penalty: 4184.570312
	Iteration 3F: 3 clusters Score -829106.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -829308.562500 Penalty: 4184.570312
	Iteration 4F: 3 clusters Score -829308.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -829488.625000 Penalty: 4184.570312
	Iteration 5Q: 3 clusters Score -829488.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -829671.625000 Penalty: 4184.570312
	Iteration 6Q: 3 clusters Score -829671.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -829859.937500 Penalty: 4184.570312
	Iteration 7Q: 3 clusters Score -829859.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -830025.750000 Penalty: 4184.570312
	Iteration 8Q: 3 clusters Score -830025.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -830151.000000 Penalty: 4184.570312
	Iteration 9Q: 3 clusters Score -830151 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -830259.437500 Penalty: 4184.570312
	Iteration 10Q: 3 clusters Score -830259.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -830332.750000 Penalty: 4184.570312
	Iteration 11Q: 3 clusters Score -830332.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -830386.812500 Penalty: 4184.570312
	Iteration 12Q: 3 clusters Score -830386.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -830417.687500 Penalty: 4184.570312
	Iteration 13Q: 3 clusters Score -830417.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -830441.125000 Penalty: 4184.570312
	Iteration 14Q: 3 clusters Score -830441.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -830468.312500 Penalty: 4184.570312
	Iteration 15Q: 3 clusters Score -830468.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -830491.437500 Penalty: 4184.570312
	Iteration 16Q: 3 clusters Score -830491.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -830518.000000 Penalty: 4184.570312
	Iteration 17Q: 3 clusters Score -830518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -830540.312500 Penalty: 4184.570312
	Iteration 18Q: 3 clusters Score -830540.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -830565.937500 Penalty: 4184.570312
	Iteration 19Q: 3 clusters Score -830565.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -830588.812500 Penalty: 4184.570312
	Iteration 20F: 3 clusters Score -830588.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -830608.062500 Penalty: 4184.570312
	Iteration 21Q: 3 clusters Score -830608.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -830621.000000 Penalty: 4184.570312
	Iteration 22Q: 3 clusters Score -830621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -830625.312500 Penalty: 4184.570312
	Iteration 23Q: 3 clusters Score -830625.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -830631.000000 Penalty: 4184.570312
	Iteration 24Q: 3 clusters Score -830631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -830635.437500 Penalty: 4184.570312
	Iteration 25Q: 3 clusters Score -830635.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -830641.125000 Penalty: 4184.570312
	Iteration 26Q: 3 clusters Score -830641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -830643.250000 Penalty: 4184.570312
	Iteration 27Q: 3 clusters Score -830643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -830647.000000 Penalty: 4184.570312
	Iteration 28Q: 3 clusters Score -830647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -830647.625000 Penalty: 4184.570312
	Iteration 29Q: 3 clusters Score -830647.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -830651.375000 Penalty: 4184.570312
	Iteration 30Q: 3 clusters Score -830651.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -830654.062500 Penalty: 4184.570312
	Iteration 31Q: 3 clusters Score -830654.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -830656.062500 Penalty: 4184.570312
	Iteration 32Q: 3 clusters Score -830656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -830656.375000 Penalty: 4184.570312
	Iteration 33Q: 3 clusters Score -830656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -830658.437500 Penalty: 4184.570312
	Iteration 34Q: 3 clusters Score -830658.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -830658.437500 Penalty: 4184.570312
	Iteration 35F: 3 clusters Score -830658.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -130045.156250 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -130045.2 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 427 members 
Entering Unmasked Estep 
Score: -128416.796875 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -128416.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -129017.242188 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -129017.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -129241.718750 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -129241.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -129340.976562 Penalty: 3337.399902
	Iteration 3F: 3 clusters Score -129341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -129453.640625 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -129453.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -129520.015625 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -129520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -129618.070312 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -129618.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -129808.546875 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -129808.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -129959.718750 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -129959.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -130043.828125 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -130043.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -130124.726562 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -130124.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -130164.437500 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -130164.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -130181.695312 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -130181.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -130189.812500 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -130189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -130192.765625 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -130192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -130193.507812 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -130193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -130194.148438 Penalty: 3337.399902
	Iteration 16Q: 3 clusters Score -130194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -130194.742188 Penalty: 3337.399902
	Iteration 17Q: 3 clusters Score -130194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -130198.914062 Penalty: 3337.399902
	Iteration 18Q: 3 clusters Score -130198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -130203.648438 Penalty: 3337.399902
	Iteration 19Q: 3 clusters Score -130203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -130210.531250 Penalty: 3337.399902
	Iteration 20F: 3 clusters Score -130210.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -130214.429688 Penalty: 3337.399902
	Iteration 21Q: 3 clusters Score -130214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -130218.570312 Penalty: 3337.399902
	Iteration 22Q: 3 clusters Score -130218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -130237.929688 Penalty: 3337.399902
	Iteration 23Q: 3 clusters Score -130237.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -130252.640625 Penalty: 3337.399902
	Iteration 24Q: 3 clusters Score -130252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -130266.796875 Penalty: 3337.399902
	Iteration 25Q: 3 clusters Score -130266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -130286.750000 Penalty: 3337.399902
	Iteration 26Q: 3 clusters Score -130286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -130286.750000 Penalty: 3337.399902
	Iteration 27F: 3 clusters Score -130286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 27889 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 36427 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8937 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Mstep: Class 39 contains 481 members 
Entering Unmasked Estep 
Score: -84159040.000000 Penalty: 125568.812500
Splitting cluster 8 changes total score from -84146872.000000 to -84159040.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 9 (27889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Entering Unmasked Estep 
Score: -5981324.500000 Penalty: 2538.524902
	Iteration 0F: 2 clusters Score -5981324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -5971235.500000 Penalty: 5077.049805
	Iteration 0F: 3 clusters Score -5971236 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -5978096.000000 Penalty: 5077.049805
	Iteration 1F: 3 clusters Score -5978096 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -5978548.000000 Penalty: 5077.049805
	Iteration 2F: 3 clusters Score -5978548 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -5978998.500000 Penalty: 5077.049805
	Iteration 3F: 3 clusters Score -5978998 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -5979387.500000 Penalty: 5077.049805
	Iteration 4Q: 3 clusters Score -5979388 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -5979806.500000 Penalty: 5077.049805
	Iteration 5Q: 3 clusters Score -5979806 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -5980296.500000 Penalty: 5077.049805
	Iteration 6Q: 3 clusters Score -5980296 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -5980934.000000 Penalty: 5077.049805
	Iteration 7F: 3 clusters Score -5980934 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -5981741.500000 Penalty: 5077.049805
	Iteration 8F: 3 clusters Score -5981742 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -5982712.500000 Penalty: 5077.049805
	Iteration 9F: 3 clusters Score -5982712 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -5983593.000000 Penalty: 5077.049805
	Iteration 10F: 3 clusters Score -5983593 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -5984149.000000 Penalty: 5077.049805
	Iteration 11Q: 3 clusters Score -5984149 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -5984374.500000 Penalty: 5077.049805
	Iteration 12Q: 3 clusters Score -5984374 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -5984507.000000 Penalty: 5077.049805
	Iteration 13Q: 3 clusters Score -5984507 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -5984588.000000 Penalty: 5077.049805
	Iteration 14Q: 3 clusters Score -5984588 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -5984654.500000 Penalty: 5077.049805
	Iteration 15Q: 3 clusters Score -5984654 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -5984715.500000 Penalty: 5077.049805
	Iteration 16Q: 3 clusters Score -5984716 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -5984774.000000 Penalty: 5077.049805
	Iteration 17Q: 3 clusters Score -5984774 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -5984847.000000 Penalty: 5077.049805
	Iteration 18Q: 3 clusters Score -5984847 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -5984878.500000 Penalty: 5077.049805
	Iteration 19Q: 3 clusters Score -5984878 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -5984913.000000 Penalty: 5077.049805
	Iteration 20F: 3 clusters Score -5984913 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -5984961.500000 Penalty: 5077.049805
	Iteration 21Q: 3 clusters Score -5984962 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -5985005.500000 Penalty: 5077.049805
	Iteration 22Q: 3 clusters Score -5985006 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -5985036.000000 Penalty: 5077.049805
	Iteration 23Q: 3 clusters Score -5985036 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -5985047.500000 Penalty: 5077.049805
	Iteration 24Q: 3 clusters Score -5985048 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -5985073.000000 Penalty: 5077.049805
	Iteration 25Q: 3 clusters Score -5985073 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -5985086.500000 Penalty: 5077.049805
	Iteration 26Q: 3 clusters Score -5985086 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -5985090.000000 Penalty: 5077.049805
	Iteration 27Q: 3 clusters Score -5985090 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -5985110.500000 Penalty: 5077.049805
	Iteration 28Q: 3 clusters Score -5985110 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -5985128.500000 Penalty: 5077.049805
	Iteration 29Q: 3 clusters Score -5985128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -5985124.500000 Penalty: 5077.049805
	Iteration 30Q: 3 clusters Score -5985124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -5985130.000000 Penalty: 5077.049805
	Iteration 31Q: 3 clusters Score -5985130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -5985133.000000 Penalty: 5077.049805
	Iteration 32Q: 3 clusters Score -5985133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -5985135.500000 Penalty: 5077.049805
	Iteration 33Q: 3 clusters Score -5985136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -5985125.500000 Penalty: 5077.049805
	Iteration 34Q: 3 clusters Score -5985126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -5985127.000000 Penalty: 5077.049805
	Iteration 35Q: 3 clusters Score -5985127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -5985134.000000 Penalty: 5077.049805
	Iteration 36Q: 3 clusters Score -5985134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -5985136.000000 Penalty: 5077.049805
	Iteration 37Q: 3 clusters Score -5985136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -5985139.000000 Penalty: 5077.049805
	Iteration 38Q: 3 clusters Score -5985139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -5985131.000000 Penalty: 5077.049805
	Iteration 39Q: 3 clusters Score -5985131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -5985134.500000 Penalty: 5077.049805
	Iteration 40F: 3 clusters Score -5985134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -5985143.000000 Penalty: 5077.049805
	Iteration 41Q: 3 clusters Score -5985143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -5985137.000000 Penalty: 5077.049805
	Iteration 42Q: 3 clusters Score -5985137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -5985127.500000 Penalty: 5077.049805
	Iteration 43Q: 3 clusters Score -5985128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -5985136.500000 Penalty: 5077.049805
	Iteration 44Q: 3 clusters Score -5985136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -5985129.500000 Penalty: 5077.049805
	Iteration 45Q: 3 clusters Score -5985130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -5985134.000000 Penalty: 5077.049805
	Iteration 46Q: 3 clusters Score -5985134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -5985145.500000 Penalty: 5077.049805
	Iteration 47Q: 3 clusters Score -5985146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -5985142.000000 Penalty: 5077.049805
	Iteration 48Q: 3 clusters Score -5985142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -5985146.000000 Penalty: 5077.049805
	Iteration 49Q: 3 clusters Score -5985146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -5985154.000000 Penalty: 5077.049805
	Iteration 50Q: 3 clusters Score -5985154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -5985153.000000 Penalty: 5077.049805
	Iteration 51Q: 3 clusters Score -5985153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -5985156.500000 Penalty: 5077.049805
	Iteration 52Q: 3 clusters Score -5985156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -5985159.000000 Penalty: 5077.049805
	Iteration 53Q: 3 clusters Score -5985159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -5985157.000000 Penalty: 5077.049805
	Iteration 54Q: 3 clusters Score -5985157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -5985158.000000 Penalty: 5077.049805
	Iteration 55Q: 3 clusters Score -5985158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -5985159.000000 Penalty: 5077.049805
	Iteration 56Q: 3 clusters Score -5985159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -5985157.500000 Penalty: 5077.049805
	Iteration 57Q: 3 clusters Score -5985158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -5985156.500000 Penalty: 5077.049805
	Iteration 58Q: 3 clusters Score -5985156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -5985169.500000 Penalty: 5077.049805
	Iteration 59Q: 3 clusters Score -5985170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -5985155.500000 Penalty: 5077.049805
	Iteration 60F: 3 clusters Score -5985156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -5985150.500000 Penalty: 5077.049805
	Iteration 61Q: 3 clusters Score -5985150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -5985160.000000 Penalty: 5077.049805
	Iteration 62Q: 3 clusters Score -5985160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -5985169.500000 Penalty: 5077.049805
	Iteration 63Q: 3 clusters Score -5985170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -5985170.500000 Penalty: 5077.049805
	Iteration 64Q: 3 clusters Score -5985170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -5985172.000000 Penalty: 5077.049805
	Iteration 65Q: 3 clusters Score -5985172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -5985161.500000 Penalty: 5077.049805
	Iteration 66Q: 3 clusters Score -5985162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -5985159.000000 Penalty: 5077.049805
	Iteration 67Q: 3 clusters Score -5985159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -5985158.000000 Penalty: 5077.049805
	Iteration 68Q: 3 clusters Score -5985158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -5985161.500000 Penalty: 5077.049805
	Iteration 69Q: 3 clusters Score -5985162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -5985155.000000 Penalty: 5077.049805
	Iteration 70Q: 3 clusters Score -5985155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -5985162.000000 Penalty: 5077.049805
	Iteration 71Q: 3 clusters Score -5985162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -5985160.500000 Penalty: 5077.049805
	Iteration 72Q: 3 clusters Score -5985160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -5985164.000000 Penalty: 5077.049805
	Iteration 73Q: 3 clusters Score -5985164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -5985163.500000 Penalty: 5077.049805
	Iteration 74Q: 3 clusters Score -5985164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -5985174.000000 Penalty: 5077.049805
	Iteration 75Q: 3 clusters Score -5985174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -5985190.500000 Penalty: 5077.049805
	Iteration 76Q: 3 clusters Score -5985190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -5985193.500000 Penalty: 5077.049805
	Iteration 77Q: 3 clusters Score -5985194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -5985196.000000 Penalty: 5077.049805
	Iteration 78Q: 3 clusters Score -5985196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -5985206.000000 Penalty: 5077.049805
	Iteration 79Q: 3 clusters Score -5985206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -5985208.500000 Penalty: 5077.049805
	Iteration 80F: 3 clusters Score -5985208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -5985204.000000 Penalty: 5077.049805
	Iteration 81Q: 3 clusters Score -5985204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -5985208.500000 Penalty: 5077.049805
	Iteration 82Q: 3 clusters Score -5985208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -5985208.000000 Penalty: 5077.049805
	Iteration 83Q: 3 clusters Score -5985208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -5985207.000000 Penalty: 5077.049805
	Iteration 84Q: 3 clusters Score -5985207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -5985214.000000 Penalty: 5077.049805
	Iteration 85Q: 3 clusters Score -5985214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -5985229.000000 Penalty: 5077.049805
	Iteration 86Q: 3 clusters Score -5985229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -5985230.000000 Penalty: 5077.049805
	Iteration 87Q: 3 clusters Score -5985230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -5985232.000000 Penalty: 5077.049805
	Iteration 88Q: 3 clusters Score -5985232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -5985228.000000 Penalty: 5077.049805
	Iteration 89Q: 3 clusters Score -5985228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -5985218.500000 Penalty: 5077.049805
	Iteration 90Q: 3 clusters Score -5985218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -5985210.500000 Penalty: 5077.049805
	Iteration 91Q: 3 clusters Score -5985210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -5985211.000000 Penalty: 5077.049805
	Iteration 92Q: 3 clusters Score -5985211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -5985213.500000 Penalty: 5077.049805
	Iteration 93Q: 3 clusters Score -5985214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -5985210.500000 Penalty: 5077.049805
	Iteration 94Q: 3 clusters Score -5985210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -5985219.000000 Penalty: 5077.049805
	Iteration 95Q: 3 clusters Score -5985219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -5985218.500000 Penalty: 5077.049805
	Iteration 96Q: 3 clusters Score -5985218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5985216.000000 Penalty: 5077.049805
	Iteration 97Q: 3 clusters Score -5985216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -5985214.500000 Penalty: 5077.049805
	Iteration 98Q: 3 clusters Score -5985214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -5985215.000000 Penalty: 5077.049805
	Iteration 99Q: 3 clusters Score -5985215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -5985216.000000 Penalty: 5077.049805
	Iteration 100F: 3 clusters Score -5985216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -5985219.000000 Penalty: 5077.049805
	Iteration 101Q: 3 clusters Score -5985219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -5985224.000000 Penalty: 5077.049805
	Iteration 102Q: 3 clusters Score -5985224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -5985228.000000 Penalty: 5077.049805
	Iteration 103Q: 3 clusters Score -5985228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -5985228.000000 Penalty: 5077.049805
	Iteration 104Q: 3 clusters Score -5985228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -5985238.500000 Penalty: 5077.049805
	Iteration 105Q: 3 clusters Score -5985238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -5985235.500000 Penalty: 5077.049805
	Iteration 106Q: 3 clusters Score -5985236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -5985248.000000 Penalty: 5077.049805
	Iteration 107Q: 3 clusters Score -5985248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -5985258.000000 Penalty: 5077.049805
	Iteration 108Q: 3 clusters Score -5985258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -5985258.000000 Penalty: 5077.049805
	Iteration 109F: 3 clusters Score -5985258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 36427 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8937 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 15383 members 
Entering Unmasked Estep 
Score: -84162288.000000 Penalty: 128788.531250
Splitting cluster 9 changes total score from -84146872.000000 to -84162288.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 10 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -625222.562500 Penalty: 2010.415649
	Iteration 0F: 2 clusters Score -625222.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -621815.250000 Penalty: 4020.831299
	Iteration 0F: 3 clusters Score -621815.2 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -623176.625000 Penalty: 4020.831299
	Iteration 1F: 3 clusters Score -623176.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -624033.625000 Penalty: 4020.831299
	Iteration 2F: 3 clusters Score -624033.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -625123.687500 Penalty: 4020.831299
	Iteration 3F: 3 clusters Score -625123.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -625875.312500 Penalty: 4020.831299
	Iteration 4F: 3 clusters Score -625875.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -626366.687500 Penalty: 4020.831299
	Iteration 5F: 3 clusters Score -626366.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -626628.000000 Penalty: 4020.831299
	Iteration 6Q: 3 clusters Score -626628 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -626765.062500 Penalty: 4020.831299
	Iteration 7Q: 3 clusters Score -626765.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -626824.000000 Penalty: 4020.831299
	Iteration 8Q: 3 clusters Score -626824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -626858.687500 Penalty: 4020.831299
	Iteration 9Q: 3 clusters Score -626858.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -626871.250000 Penalty: 4020.831299
	Iteration 10Q: 3 clusters Score -626871.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -626873.062500 Penalty: 4020.831299
	Iteration 11Q: 3 clusters Score -626873.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -626872.812500 Penalty: 4020.831299
	Iteration 12Q: 3 clusters Score -626872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -626873.687500 Penalty: 4020.831299
	Iteration 13Q: 3 clusters Score -626873.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -626873.687500 Penalty: 4020.831299
	Iteration 14F: 3 clusters Score -626873.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 36427 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8937 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 15383 members 
Mstep: Class 41 contains 1630 members 
Entering Unmasked Estep 
Score: -84162768.000000 Penalty: 132008.250000
Splitting cluster 10 changes total score from -84146872.000000 to -84162768.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 11 (5812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Entering Unmasked Estep 
Score: -1106317.500000 Penalty: 2149.584473
	Iteration 0F: 2 clusters Score -1106318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1101310.250000 Penalty: 4299.168945
	Iteration 0F: 3 clusters Score -1101310 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1102844.875000 Penalty: 4299.168945
	Iteration 1F: 3 clusters Score -1102845 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1103712.625000 Penalty: 4299.168945
	Iteration 2F: 3 clusters Score -1103713 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1104610.375000 Penalty: 4299.168945
	Iteration 3F: 3 clusters Score -1104610 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1105438.125000 Penalty: 4299.168945
	Iteration 4F: 3 clusters Score -1105438 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1105833.875000 Penalty: 4299.168945
	Iteration 5F: 3 clusters Score -1105834 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1105965.500000 Penalty: 4299.168945
	Iteration 6Q: 3 clusters Score -1105966 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1106012.875000 Penalty: 4299.168945
	Iteration 7Q: 3 clusters Score -1106013 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1106037.875000 Penalty: 4299.168945
	Iteration 8Q: 3 clusters Score -1106038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1106046.000000 Penalty: 4299.168945
	Iteration 9Q: 3 clusters Score -1106046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1106055.000000 Penalty: 4299.168945
	Iteration 10Q: 3 clusters Score -1106055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1106056.250000 Penalty: 4299.168945
	Iteration 11Q: 3 clusters Score -1106056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1106056.500000 Penalty: 4299.168945
	Iteration 12Q: 3 clusters Score -1106056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1106057.750000 Penalty: 4299.168945
	Iteration 13Q: 3 clusters Score -1106058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1106058.375000 Penalty: 4299.168945
	Iteration 14Q: 3 clusters Score -1106058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1106060.750000 Penalty: 4299.168945
	Iteration 15Q: 3 clusters Score -1106061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1106063.000000 Penalty: 4299.168945
	Iteration 16Q: 3 clusters Score -1106063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1106063.750000 Penalty: 4299.168945
	Iteration 17Q: 3 clusters Score -1106064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1106063.875000 Penalty: 4299.168945
	Iteration 18Q: 3 clusters Score -1106064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1106065.875000 Penalty: 4299.168945
	Iteration 19Q: 3 clusters Score -1106066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1106063.625000 Penalty: 4299.168945
	Iteration 20F: 3 clusters Score -1106064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1106064.750000 Penalty: 4299.168945
	Iteration 21Q: 3 clusters Score -1106065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1106064.750000 Penalty: 4299.168945
	Iteration 22F: 3 clusters Score -1106065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -76527.914062 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -76527.91 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 305 members 
Entering Unmasked Estep 
Score: -75089.546875 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -75089.55 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76066.632812 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -76066.63 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -76811.109375 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -76811.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -77358.992188 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -77358.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -77537.171875 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -77537.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77688.265625 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -77688.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77779.304688 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -77779.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -77847.625000 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -77847.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -77879.687500 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -77879.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77880.523438 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -77880.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77881.132812 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -77881.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77881.132812 Penalty: 3205.662598
	Iteration 11F: 3 clusters Score -77881.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 36427 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8937 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 15383 members 
Mstep: Class 41 contains 1630 members 
Mstep: Class 42 contains 278 members 
Entering Unmasked Estep 
Score: -84162552.000000 Penalty: 135227.953125
Splitting cluster 12 changes total score from -84146872.000000 to -84162552.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 13 (7057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Entering Unmasked Estep 
Score: -1330789.625000 Penalty: 2197.720215
	Iteration 0F: 2 clusters Score -1330790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1324999.625000 Penalty: 4395.440430
	Iteration 0F: 3 clusters Score -1325000 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1326665.375000 Penalty: 4395.440430
	Iteration 1F: 3 clusters Score -1326665 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1327057.000000 Penalty: 4395.440430
	Iteration 2F: 3 clusters Score -1327057 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1327486.125000 Penalty: 4395.440430
	Iteration 3F: 3 clusters Score -1327486 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1327990.625000 Penalty: 4395.440430
	Iteration 4F: 3 clusters Score -1327991 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1328625.625000 Penalty: 4395.440430
	Iteration 5F: 3 clusters Score -1328626 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1329265.500000 Penalty: 4395.440430
	Iteration 6F: 3 clusters Score -1329266 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1329757.000000 Penalty: 4395.440430
	Iteration 7F: 3 clusters Score -1329757 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1330005.125000 Penalty: 4395.440430
	Iteration 8F: 3 clusters Score -1330005 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1330125.250000 Penalty: 4395.440430
	Iteration 9Q: 3 clusters Score -1330125 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1330193.750000 Penalty: 4395.440430
	Iteration 10Q: 3 clusters Score -1330194 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1330225.750000 Penalty: 4395.440430
	Iteration 11Q: 3 clusters Score -1330226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1330246.625000 Penalty: 4395.440430
	Iteration 12Q: 3 clusters Score -1330247 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1330263.500000 Penalty: 4395.440430
	Iteration 13Q: 3 clusters Score -1330264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1330270.625000 Penalty: 4395.440430
	Iteration 14Q: 3 clusters Score -1330271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1330278.125000 Penalty: 4395.440430
	Iteration 15Q: 3 clusters Score -1330278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1330279.250000 Penalty: 4395.440430
	Iteration 16Q: 3 clusters Score -1330279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1330283.875000 Penalty: 4395.440430
	Iteration 17Q: 3 clusters Score -1330284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1330287.375000 Penalty: 4395.440430
	Iteration 18Q: 3 clusters Score -1330287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1330292.125000 Penalty: 4395.440430
	Iteration 19Q: 3 clusters Score -1330292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1330290.875000 Penalty: 4395.440430
	Iteration 20F: 3 clusters Score -1330291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Entering Unmasked Estep 
Score: -4783539.500000 Penalty: 2496.786621
	Iteration 0F: 2 clusters Score -4783540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -4768592.500000 Penalty: 4993.573242
	Iteration 0F: 3 clusters Score -4768592 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4774399.000000 Penalty: 4993.573242
	Iteration 1F: 3 clusters Score -4774399 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -4774898.000000 Penalty: 4993.573242
	Iteration 2F: 3 clusters Score -4774898 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -4775384.000000 Penalty: 4993.573242
	Iteration 3F: 3 clusters Score -4775384 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -4775890.000000 Penalty: 4993.573242
	Iteration 4Q: 3 clusters Score -4775890 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -4776384.500000 Penalty: 4993.573242
	Iteration 5Q: 3 clusters Score -4776384 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -4776833.500000 Penalty: 4993.573242
	Iteration 6Q: 3 clusters Score -4776834 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -4777292.000000 Penalty: 4993.573242
	Iteration 7Q: 3 clusters Score -4777292 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -4777777.500000 Penalty: 4993.573242
	Iteration 8Q: 3 clusters Score -4777778 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -4778245.000000 Penalty: 4993.573242
	Iteration 9Q: 3 clusters Score -4778245 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -4778649.500000 Penalty: 4993.573242
	Iteration 10Q: 3 clusters Score -4778650 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -4779084.000000 Penalty: 4993.573242
	Iteration 11Q: 3 clusters Score -4779084 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -4779534.000000 Penalty: 4993.573242
	Iteration 12Q: 3 clusters Score -4779534 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -4779912.500000 Penalty: 4993.573242
	Iteration 13Q: 3 clusters Score -4779912 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -4780378.000000 Penalty: 4993.573242
	Iteration 14Q: 3 clusters Score -4780378 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -4780826.500000 Penalty: 4993.573242
	Iteration 15Q: 3 clusters Score -4780826 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4781139.000000 Penalty: 4993.573242
	Iteration 16Q: 3 clusters Score -4781139 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4781359.000000 Penalty: 4993.573242
	Iteration 17Q: 3 clusters Score -4781359 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4781527.000000 Penalty: 4993.573242
	Iteration 18Q: 3 clusters Score -4781527 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4781650.500000 Penalty: 4993.573242
	Iteration 19Q: 3 clusters Score -4781650 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4781758.000000 Penalty: 4993.573242
	Iteration 20F: 3 clusters Score -4781758 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4781861.500000 Penalty: 4993.573242
	Iteration 21Q: 3 clusters Score -4781862 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4781914.000000 Penalty: 4993.573242
	Iteration 22Q: 3 clusters Score -4781914 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4781945.500000 Penalty: 4993.573242
	Iteration 23Q: 3 clusters Score -4781946 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4781972.000000 Penalty: 4993.573242
	Iteration 24Q: 3 clusters Score -4781972 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4781989.000000 Penalty: 4993.573242
	Iteration 25Q: 3 clusters Score -4781989 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4782030.000000 Penalty: 4993.573242
	Iteration 26Q: 3 clusters Score -4782030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4782042.000000 Penalty: 4993.573242
	Iteration 27Q: 3 clusters Score -4782042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4782057.500000 Penalty: 4993.573242
	Iteration 28Q: 3 clusters Score -4782058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4782057.500000 Penalty: 4993.573242
	Iteration 29Q: 3 clusters Score -4782058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4782063.000000 Penalty: 4993.573242
	Iteration 30Q: 3 clusters Score -4782063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4782075.500000 Penalty: 4993.573242
	Iteration 31Q: 3 clusters Score -4782076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4782075.500000 Penalty: 4993.573242
	Iteration 32Q: 3 clusters Score -4782076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4782075.500000 Penalty: 4993.573242
	Iteration 33Q: 3 clusters Score -4782076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4782080.000000 Penalty: 4993.573242
	Iteration 34Q: 3 clusters Score -4782080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4782090.000000 Penalty: 4993.573242
	Iteration 35Q: 3 clusters Score -4782090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4782096.000000 Penalty: 4993.573242
	Iteration 36Q: 3 clusters Score -4782096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4782094.500000 Penalty: 4993.573242
	Iteration 37Q: 3 clusters Score -4782094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4782093.500000 Penalty: 4993.573242
	Iteration 38Q: 3 clusters Score -4782094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4782093.500000 Penalty: 4993.573242
	Iteration 39Q: 3 clusters Score -4782094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4782092.500000 Penalty: 4993.573242
	Iteration 40F: 3 clusters Score -4782092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4782088.000000 Penalty: 4993.573242
	Iteration 41Q: 3 clusters Score -4782088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4782088.000000 Penalty: 4993.573242
	Iteration 42F: 3 clusters Score -4782088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Entering Unmasked Estep 
Score: -981187.625000 Penalty: 2113.648926
	Iteration 0F: 2 clusters Score -981187.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -976699.937500 Penalty: 4227.297852
	Iteration 0F: 3 clusters Score -976699.9 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -977727.125000 Penalty: 4227.297852
	Iteration 1F: 3 clusters Score -977727.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -977943.000000 Penalty: 4227.297852
	Iteration 2F: 3 clusters Score -977943 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -978110.625000 Penalty: 4227.297852
	Iteration 3F: 3 clusters Score -978110.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -978296.125000 Penalty: 4227.297852
	Iteration 4Q: 3 clusters Score -978296.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -978532.000000 Penalty: 4227.297852
	Iteration 5Q: 3 clusters Score -978532 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -978829.750000 Penalty: 4227.297852
	Iteration 6F: 3 clusters Score -978829.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -979144.500000 Penalty: 4227.297852
	Iteration 7F: 3 clusters Score -979144.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -979401.812500 Penalty: 4227.297852
	Iteration 8F: 3 clusters Score -979401.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -979596.937500 Penalty: 4227.297852
	Iteration 9Q: 3 clusters Score -979596.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -979772.750000 Penalty: 4227.297852
	Iteration 10Q: 3 clusters Score -979772.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -979923.312500 Penalty: 4227.297852
	Iteration 11Q: 3 clusters Score -979923.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -980037.187500 Penalty: 4227.297852
	Iteration 12Q: 3 clusters Score -980037.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -980143.500000 Penalty: 4227.297852
	Iteration 13Q: 3 clusters Score -980143.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -980241.750000 Penalty: 4227.297852
	Iteration 14Q: 3 clusters Score -980241.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -980331.125000 Penalty: 4227.297852
	Iteration 15Q: 3 clusters Score -980331.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -980461.625000 Penalty: 4227.297852
	Iteration 16Q: 3 clusters Score -980461.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -980591.875000 Penalty: 4227.297852
	Iteration 17Q: 3 clusters Score -980591.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -980712.625000 Penalty: 4227.297852
	Iteration 18Q: 3 clusters Score -980712.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -980838.000000 Penalty: 4227.297852
	Iteration 19Q: 3 clusters Score -980838 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -980968.625000 Penalty: 4227.297852
	Iteration 20F: 3 clusters Score -980968.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -981026.500000 Penalty: 4227.297852
	Iteration 21Q: 3 clusters Score -981026.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -981057.500000 Penalty: 4227.297852
	Iteration 22Q: 3 clusters Score -981057.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -981073.375000 Penalty: 4227.297852
	Iteration 23Q: 3 clusters Score -981073.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -981080.500000 Penalty: 4227.297852
	Iteration 24Q: 3 clusters Score -981080.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -981083.562500 Penalty: 4227.297852
	Iteration 25Q: 3 clusters Score -981083.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -981091.812500 Penalty: 4227.297852
	Iteration 26Q: 3 clusters Score -981091.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -981096.312500 Penalty: 4227.297852
	Iteration 27Q: 3 clusters Score -981096.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -981094.750000 Penalty: 4227.297852
	Iteration 28Q: 3 clusters Score -981094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -981095.812500 Penalty: 4227.297852
	Iteration 29Q: 3 clusters Score -981095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -981096.125000 Penalty: 4227.297852
	Iteration 30Q: 3 clusters Score -981096.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -981096.125000 Penalty: 4227.297852
	Iteration 31F: 3 clusters Score -981096.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Entering Unmasked Estep 
Score: -720291.562500 Penalty: 2066.054199
	Iteration 0F: 2 clusters Score -720291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -716385.687500 Penalty: 4132.108398
	Iteration 0F: 3 clusters Score -716385.7 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -717986.437500 Penalty: 4132.108398
	Iteration 1F: 3 clusters Score -717986.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -719482.875000 Penalty: 4132.108398
	Iteration 2F: 3 clusters Score -719482.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -720861.875000 Penalty: 4132.108398
	Iteration 3F: 3 clusters Score -720861.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -721468.375000 Penalty: 4132.108398
	Iteration 4F: 3 clusters Score -721468.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -721685.437500 Penalty: 4132.108398
	Iteration 5Q: 3 clusters Score -721685.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -721764.375000 Penalty: 4132.108398
	Iteration 6Q: 3 clusters Score -721764.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -721808.375000 Penalty: 4132.108398
	Iteration 7Q: 3 clusters Score -721808.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -721834.687500 Penalty: 4132.108398
	Iteration 8Q: 3 clusters Score -721834.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -721856.937500 Penalty: 4132.108398
	Iteration 9Q: 3 clusters Score -721856.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -721874.750000 Penalty: 4132.108398
	Iteration 10Q: 3 clusters Score -721874.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -721885.750000 Penalty: 4132.108398
	Iteration 11Q: 3 clusters Score -721885.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -721890.062500 Penalty: 4132.108398
	Iteration 12Q: 3 clusters Score -721890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -721893.312500 Penalty: 4132.108398
	Iteration 13Q: 3 clusters Score -721893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -721895.250000 Penalty: 4132.108398
	Iteration 14Q: 3 clusters Score -721895.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -721896.062500 Penalty: 4132.108398
	Iteration 15Q: 3 clusters Score -721896.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -721896.062500 Penalty: 4132.108398
	Iteration 16F: 3 clusters Score -721896.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 36427 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8937 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 15383 members 
Mstep: Class 41 contains 1630 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 2334 members 
Entering Unmasked Estep 
Score: -84162976.000000 Penalty: 138447.671875
Splitting cluster 16 changes total score from -84146872.000000 to -84162976.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 17 (36427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Entering Unmasked Estep 
Score: -7149506.000000 Penalty: 2604.760254
	Iteration 0F: 2 clusters Score -7149506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -7133052.500000 Penalty: 5209.520508
	Iteration 0F: 3 clusters Score -7133052 nChanged 16722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -7142324.500000 Penalty: 5209.520508
	Iteration 1F: 3 clusters Score -7142324 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -7142750.000000 Penalty: 5209.520508
	Iteration 2Q: 3 clusters Score -7142750 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -7143233.500000 Penalty: 5209.520508
	Iteration 3Q: 3 clusters Score -7143234 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -7143725.000000 Penalty: 5209.520508
	Iteration 4Q: 3 clusters Score -7143725 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -7144284.000000 Penalty: 5209.520508
	Iteration 5Q: 3 clusters Score -7144284 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -7144915.000000 Penalty: 5209.520508
	Iteration 6Q: 3 clusters Score -7144915 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -7145893.000000 Penalty: 5209.520508
	Iteration 7Q: 3 clusters Score -7145893 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -7147141.000000 Penalty: 5209.520508
	Iteration 8F: 3 clusters Score -7147141 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -7148690.000000 Penalty: 5209.520508
	Iteration 9F: 3 clusters Score -7148690 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -7150146.000000 Penalty: 5209.520508
	Iteration 10F: 3 clusters Score -7150146 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -7151042.000000 Penalty: 5209.520508
	Iteration 11F: 3 clusters Score -7151042 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -7151427.500000 Penalty: 5209.520508
	Iteration 12Q: 3 clusters Score -7151428 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -7151645.500000 Penalty: 5209.520508
	Iteration 13Q: 3 clusters Score -7151646 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -7151774.500000 Penalty: 5209.520508
	Iteration 14Q: 3 clusters Score -7151774 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -7151881.500000 Penalty: 5209.520508
	Iteration 15Q: 3 clusters Score -7151882 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -7151976.500000 Penalty: 5209.520508
	Iteration 16Q: 3 clusters Score -7151976 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -7152080.000000 Penalty: 5209.520508
	Iteration 17Q: 3 clusters Score -7152080 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -7152151.000000 Penalty: 5209.520508
	Iteration 18Q: 3 clusters Score -7152151 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -7152182.500000 Penalty: 5209.520508
	Iteration 19Q: 3 clusters Score -7152182 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -7152239.000000 Penalty: 5209.520508
	Iteration 20F: 3 clusters Score -7152239 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -7152252.000000 Penalty: 5209.520508
	Iteration 21Q: 3 clusters Score -7152252 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -7152333.500000 Penalty: 5209.520508
	Iteration 22Q: 3 clusters Score -7152334 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -7152384.500000 Penalty: 5209.520508
	Iteration 23Q: 3 clusters Score -7152384 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -7152428.000000 Penalty: 5209.520508
	Iteration 24Q: 3 clusters Score -7152428 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -7152442.500000 Penalty: 5209.520508
	Iteration 25Q: 3 clusters Score -7152442 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -7152470.500000 Penalty: 5209.520508
	Iteration 26Q: 3 clusters Score -7152470 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -7152490.500000 Penalty: 5209.520508
	Iteration 27Q: 3 clusters Score -7152490 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -7152499.000000 Penalty: 5209.520508
	Iteration 28Q: 3 clusters Score -7152499 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -7152534.500000 Penalty: 5209.520508
	Iteration 29Q: 3 clusters Score -7152534 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -7152531.000000 Penalty: 5209.520508
	Iteration 30Q: 3 clusters Score -7152531 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -7152554.500000 Penalty: 5209.520508
	Iteration 31Q: 3 clusters Score -7152554 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -7152546.500000 Penalty: 5209.520508
	Iteration 32Q: 3 clusters Score -7152546 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -7152595.000000 Penalty: 5209.520508
	Iteration 33Q: 3 clusters Score -7152595 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -7152645.500000 Penalty: 5209.520508
	Iteration 34Q: 3 clusters Score -7152646 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -7152665.000000 Penalty: 5209.520508
	Iteration 35Q: 3 clusters Score -7152665 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -7152682.000000 Penalty: 5209.520508
	Iteration 36Q: 3 clusters Score -7152682 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -7152694.000000 Penalty: 5209.520508
	Iteration 37Q: 3 clusters Score -7152694 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -7152702.000000 Penalty: 5209.520508
	Iteration 38Q: 3 clusters Score -7152702 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -7152719.500000 Penalty: 5209.520508
	Iteration 39Q: 3 clusters Score -7152720 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -7152733.000000 Penalty: 5209.520508
	Iteration 40F: 3 clusters Score -7152733 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -7152738.000000 Penalty: 5209.520508
	Iteration 41Q: 3 clusters Score -7152738 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -7152759.500000 Penalty: 5209.520508
	Iteration 42Q: 3 clusters Score -7152760 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -7152791.500000 Penalty: 5209.520508
	Iteration 43Q: 3 clusters Score -7152792 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -7152774.500000 Penalty: 5209.520508
	Iteration 44Q: 3 clusters Score -7152774 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -7152797.000000 Penalty: 5209.520508
	Iteration 45Q: 3 clusters Score -7152797 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -7152794.000000 Penalty: 5209.520508
	Iteration 46Q: 3 clusters Score -7152794 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -7152816.500000 Penalty: 5209.520508
	Iteration 47Q: 3 clusters Score -7152816 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -7152839.500000 Penalty: 5209.520508
	Iteration 48Q: 3 clusters Score -7152840 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -7152881.500000 Penalty: 5209.520508
	Iteration 49Q: 3 clusters Score -7152882 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -7152872.500000 Penalty: 5209.520508
	Iteration 50Q: 3 clusters Score -7152872 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -7152899.500000 Penalty: 5209.520508
	Iteration 51Q: 3 clusters Score -7152900 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -7152883.500000 Penalty: 5209.520508
	Iteration 52Q: 3 clusters Score -7152884 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -7152849.500000 Penalty: 5209.520508
	Iteration 53Q: 3 clusters Score -7152850 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -7152853.500000 Penalty: 5209.520508
	Iteration 54Q: 3 clusters Score -7152854 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -7152860.000000 Penalty: 5209.520508
	Iteration 55Q: 3 clusters Score -7152860 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -7152871.000000 Penalty: 5209.520508
	Iteration 56Q: 3 clusters Score -7152871 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -7152861.000000 Penalty: 5209.520508
	Iteration 57Q: 3 clusters Score -7152861 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -7152854.000000 Penalty: 5209.520508
	Iteration 58Q: 3 clusters Score -7152854 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -7152842.000000 Penalty: 5209.520508
	Iteration 59Q: 3 clusters Score -7152842 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -7152832.000000 Penalty: 5209.520508
	Iteration 60F: 3 clusters Score -7152832 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -7152833.000000 Penalty: 5209.520508
	Iteration 61Q: 3 clusters Score -7152833 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -7152827.500000 Penalty: 5209.520508
	Iteration 62Q: 3 clusters Score -7152828 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -7152824.500000 Penalty: 5209.520508
	Iteration 63Q: 3 clusters Score -7152824 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -7152815.500000 Penalty: 5209.520508
	Iteration 64Q: 3 clusters Score -7152816 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -7152822.000000 Penalty: 5209.520508
	Iteration 65Q: 3 clusters Score -7152822 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -7152821.000000 Penalty: 5209.520508
	Iteration 66Q: 3 clusters Score -7152821 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -7152808.500000 Penalty: 5209.520508
	Iteration 67Q: 3 clusters Score -7152808 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -7152804.000000 Penalty: 5209.520508
	Iteration 68Q: 3 clusters Score -7152804 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -7152809.000000 Penalty: 5209.520508
	Iteration 69Q: 3 clusters Score -7152809 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -7152793.500000 Penalty: 5209.520508
	Iteration 70Q: 3 clusters Score -7152794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -7152783.000000 Penalty: 5209.520508
	Iteration 71Q: 3 clusters Score -7152783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -7152775.000000 Penalty: 5209.520508
	Iteration 72Q: 3 clusters Score -7152775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -7152778.000000 Penalty: 5209.520508
	Iteration 73Q: 3 clusters Score -7152778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -7152795.500000 Penalty: 5209.520508
	Iteration 74Q: 3 clusters Score -7152796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -7152808.000000 Penalty: 5209.520508
	Iteration 75Q: 3 clusters Score -7152808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -7152795.000000 Penalty: 5209.520508
	Iteration 76Q: 3 clusters Score -7152795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -7152796.000000 Penalty: 5209.520508
	Iteration 77Q: 3 clusters Score -7152796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -7152783.000000 Penalty: 5209.520508
	Iteration 78Q: 3 clusters Score -7152783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -7152796.000000 Penalty: 5209.520508
	Iteration 79Q: 3 clusters Score -7152796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -7152791.500000 Penalty: 5209.520508
	Iteration 80F: 3 clusters Score -7152792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -7152779.000000 Penalty: 5209.520508
	Iteration 81Q: 3 clusters Score -7152779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -7152787.000000 Penalty: 5209.520508
	Iteration 82Q: 3 clusters Score -7152787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -7152792.500000 Penalty: 5209.520508
	Iteration 83Q: 3 clusters Score -7152792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -7152793.000000 Penalty: 5209.520508
	Iteration 84Q: 3 clusters Score -7152793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -7152793.500000 Penalty: 5209.520508
	Iteration 85Q: 3 clusters Score -7152794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -7152797.500000 Penalty: 5209.520508
	Iteration 86Q: 3 clusters Score -7152798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -7152804.500000 Penalty: 5209.520508
	Iteration 87Q: 3 clusters Score -7152804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -7152802.000000 Penalty: 5209.520508
	Iteration 88Q: 3 clusters Score -7152802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -7152801.000000 Penalty: 5209.520508
	Iteration 89Q: 3 clusters Score -7152801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -7152801.000000 Penalty: 5209.520508
	Iteration 90F: 3 clusters Score -7152801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 12584 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8937 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 15383 members 
Mstep: Class 41 contains 1630 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 23843 members 
Entering Unmasked Estep 
Score: -84165696.000000 Penalty: 141667.375000
Splitting cluster 17 changes total score from -84146872.000000 to -84165696.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 18 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -26678.269531 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -26678.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25672.775391 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -25672.78 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26067.310547 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -26067.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26227.111328 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -26227.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26387.179688 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -26387.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26424.507812 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -26424.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26430.697266 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -26430.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26430.697266 Penalty: 2837.274658
	Iteration 6F: 3 clusters Score -26430.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -124693.921875 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -124693.9 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 352 members 
Entering Unmasked Estep 
Score: -123005.132812 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -123005.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -123352.687500 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -123352.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -123577.218750 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -123577.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -123708.835938 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -123708.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -123816.023438 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -123816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -123874.171875 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -123874.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -123908.515625 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -123908.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -123934.515625 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -123934.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -123963.117188 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -123963.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -123974.078125 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -123974.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -123980.289062 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -123980.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -123994.414062 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -123994.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -124006.421875 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -124006.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -124010.953125 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -124011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -124020.164062 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -124020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -124024.539062 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -124024.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -124029.992188 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -124030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -124036.781250 Penalty: 3250.750977
	Iteration 17Q: 3 clusters Score -124036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -124040.156250 Penalty: 3250.750977
	Iteration 18Q: 3 clusters Score -124040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -124041.554688 Penalty: 3250.750977
	Iteration 19Q: 3 clusters Score -124041.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -124046.796875 Penalty: 3250.750977
	Iteration 20F: 3 clusters Score -124046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -124047.843750 Penalty: 3250.750977
	Iteration 21Q: 3 clusters Score -124047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -124047.843750 Penalty: 3250.750977
	Iteration 22F: 3 clusters Score -124047.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -54794.855469 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -54794.86 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 168 members 
Entering Unmasked Estep 
Score: -53474.261719 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -53474.26 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -53604.730469 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -53604.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -53670.050781 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -53670.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53760.492188 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -53760.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -53786.582031 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -53786.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -53792.054688 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -53792.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -53796.074219 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -53796.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -53796.074219 Penalty: 2912.570557
	Iteration 7F: 3 clusters Score -53796.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -160183.781250 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -160183.8 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 504 members 
Entering Unmasked Estep 
Score: -158409.687500 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -158409.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -158972.187500 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -158972.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -159296.437500 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -159296.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -159641.625000 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -159641.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -159909.312500 Penalty: 3407.546387
	Iteration 4F: 3 clusters Score -159909.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -160097.406250 Penalty: 3407.546387
	Iteration 5F: 3 clusters Score -160097.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -160187.515625 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -160187.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -160268.906250 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -160268.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -160311.437500 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -160311.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -160334.015625 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -160334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -160343.437500 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -160343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -160354.937500 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -160354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -160357.531250 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -160357.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -160357.531250 Penalty: 3407.546387
	Iteration 13F: 3 clusters Score -160357.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 12584 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8937 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 15383 members 
Mstep: Class 41 contains 1630 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 23843 members 
Mstep: Class 45 contains 458 members 
Entering Unmasked Estep 
Score: -84164288.000000 Penalty: 144887.093750
Splitting cluster 21 changes total score from -84146872.000000 to -84164288.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 22 (31009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Entering Unmasked Estep 
Score: -6045084.500000 Penalty: 2564.823975
	Iteration 0F: 2 clusters Score -6045084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -6026827.000000 Penalty: 5129.647949
	Iteration 0F: 3 clusters Score -6026827 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -6034389.500000 Penalty: 5129.647949
	Iteration 1F: 3 clusters Score -6034390 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -6034833.000000 Penalty: 5129.647949
	Iteration 2Q: 3 clusters Score -6034833 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -6035235.000000 Penalty: 5129.647949
	Iteration 3Q: 3 clusters Score -6035235 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -6035616.000000 Penalty: 5129.647949
	Iteration 4Q: 3 clusters Score -6035616 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -6035983.000000 Penalty: 5129.647949
	Iteration 5Q: 3 clusters Score -6035983 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -6036371.500000 Penalty: 5129.647949
	Iteration 6Q: 3 clusters Score -6036372 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -6036746.500000 Penalty: 5129.647949
	Iteration 7Q: 3 clusters Score -6036746 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -6037205.000000 Penalty: 5129.647949
	Iteration 8Q: 3 clusters Score -6037205 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -6037755.000000 Penalty: 5129.647949
	Iteration 9Q: 3 clusters Score -6037755 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -6038439.500000 Penalty: 5129.647949
	Iteration 10Q: 3 clusters Score -6038440 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -6039311.000000 Penalty: 5129.647949
	Iteration 11Q: 3 clusters Score -6039311 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -6040222.500000 Penalty: 5129.647949
	Iteration 12Q: 3 clusters Score -6040222 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -6040922.500000 Penalty: 5129.647949
	Iteration 13Q: 3 clusters Score -6040922 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -6041424.000000 Penalty: 5129.647949
	Iteration 14Q: 3 clusters Score -6041424 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -6041808.000000 Penalty: 5129.647949
	Iteration 15Q: 3 clusters Score -6041808 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -6042031.500000 Penalty: 5129.647949
	Iteration 16Q: 3 clusters Score -6042032 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -6042204.000000 Penalty: 5129.647949
	Iteration 17Q: 3 clusters Score -6042204 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -6042320.500000 Penalty: 5129.647949
	Iteration 18Q: 3 clusters Score -6042320 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -6042384.000000 Penalty: 5129.647949
	Iteration 19Q: 3 clusters Score -6042384 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -6042436.500000 Penalty: 5129.647949
	Iteration 20F: 3 clusters Score -6042436 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -6042509.500000 Penalty: 5129.647949
	Iteration 21Q: 3 clusters Score -6042510 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -6042544.500000 Penalty: 5129.647949
	Iteration 22Q: 3 clusters Score -6042544 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -6042576.500000 Penalty: 5129.647949
	Iteration 23Q: 3 clusters Score -6042576 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -6042604.000000 Penalty: 5129.647949
	Iteration 24Q: 3 clusters Score -6042604 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -6042633.500000 Penalty: 5129.647949
	Iteration 25Q: 3 clusters Score -6042634 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -6042685.500000 Penalty: 5129.647949
	Iteration 26Q: 3 clusters Score -6042686 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -6042756.000000 Penalty: 5129.647949
	Iteration 27Q: 3 clusters Score -6042756 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -6042806.500000 Penalty: 5129.647949
	Iteration 28Q: 3 clusters Score -6042806 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -6042846.500000 Penalty: 5129.647949
	Iteration 29Q: 3 clusters Score -6042846 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -6042844.500000 Penalty: 5129.647949
	Iteration 30Q: 3 clusters Score -6042844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -6042877.000000 Penalty: 5129.647949
	Iteration 31Q: 3 clusters Score -6042877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -6042883.000000 Penalty: 5129.647949
	Iteration 32Q: 3 clusters Score -6042883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -6042900.500000 Penalty: 5129.647949
	Iteration 33Q: 3 clusters Score -6042900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -6042910.500000 Penalty: 5129.647949
	Iteration 34Q: 3 clusters Score -6042910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -6042923.500000 Penalty: 5129.647949
	Iteration 35Q: 3 clusters Score -6042924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -6042943.500000 Penalty: 5129.647949
	Iteration 36Q: 3 clusters Score -6042944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -6042945.500000 Penalty: 5129.647949
	Iteration 37Q: 3 clusters Score -6042946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -6042944.500000 Penalty: 5129.647949
	Iteration 38Q: 3 clusters Score -6042944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -6042956.500000 Penalty: 5129.647949
	Iteration 39Q: 3 clusters Score -6042956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -6042963.500000 Penalty: 5129.647949
	Iteration 40F: 3 clusters Score -6042964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -6042962.000000 Penalty: 5129.647949
	Iteration 41Q: 3 clusters Score -6042962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -6042966.500000 Penalty: 5129.647949
	Iteration 42Q: 3 clusters Score -6042966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -6042977.500000 Penalty: 5129.647949
	Iteration 43Q: 3 clusters Score -6042978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -6042979.000000 Penalty: 5129.647949
	Iteration 44Q: 3 clusters Score -6042979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -6042983.000000 Penalty: 5129.647949
	Iteration 45Q: 3 clusters Score -6042983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -6042987.500000 Penalty: 5129.647949
	Iteration 46Q: 3 clusters Score -6042988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -6042994.000000 Penalty: 5129.647949
	Iteration 47Q: 3 clusters Score -6042994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -6043001.000000 Penalty: 5129.647949
	Iteration 48Q: 3 clusters Score -6043001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -6043001.500000 Penalty: 5129.647949
	Iteration 49Q: 3 clusters Score -6043002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -6043004.000000 Penalty: 5129.647949
	Iteration 50Q: 3 clusters Score -6043004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -6043006.000000 Penalty: 5129.647949
	Iteration 51Q: 3 clusters Score -6043006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -6043002.500000 Penalty: 5129.647949
	Iteration 52Q: 3 clusters Score -6043002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -6043002.500000 Penalty: 5129.647949
	Iteration 53F: 3 clusters Score -6043002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -529305.875000 Penalty: 1983.753784
	Iteration 0F: 2 clusters Score -529305.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -526075.187500 Penalty: 3967.507568
	Iteration 0F: 3 clusters Score -526075.2 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -527148.937500 Penalty: 3967.507568
	Iteration 1F: 3 clusters Score -527148.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -527930.750000 Penalty: 3967.507568
	Iteration 2F: 3 clusters Score -527930.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -528620.250000 Penalty: 3967.507568
	Iteration 3F: 3 clusters Score -528620.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -529133.062500 Penalty: 3967.507568
	Iteration 4F: 3 clusters Score -529133.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -529558.562500 Penalty: 3967.507568
	Iteration 5F: 3 clusters Score -529558.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -529927.437500 Penalty: 3967.507568
	Iteration 6Q: 3 clusters Score -529927.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -530206.750000 Penalty: 3967.507568
	Iteration 7Q: 3 clusters Score -530206.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -530323.687500 Penalty: 3967.507568
	Iteration 8Q: 3 clusters Score -530323.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -530376.500000 Penalty: 3967.507568
	Iteration 9Q: 3 clusters Score -530376.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -530401.500000 Penalty: 3967.507568
	Iteration 10Q: 3 clusters Score -530401.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -530425.500000 Penalty: 3967.507568
	Iteration 11Q: 3 clusters Score -530425.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -530434.625000 Penalty: 3967.507568
	Iteration 12Q: 3 clusters Score -530434.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -530440.875000 Penalty: 3967.507568
	Iteration 13Q: 3 clusters Score -530440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -530446.312500 Penalty: 3967.507568
	Iteration 14Q: 3 clusters Score -530446.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -530449.187500 Penalty: 3967.507568
	Iteration 15Q: 3 clusters Score -530449.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -530454.750000 Penalty: 3967.507568
	Iteration 16Q: 3 clusters Score -530454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -530456.250000 Penalty: 3967.507568
	Iteration 17Q: 3 clusters Score -530456.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -530460.500000 Penalty: 3967.507568
	Iteration 18Q: 3 clusters Score -530460.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -530463.375000 Penalty: 3967.507568
	Iteration 19Q: 3 clusters Score -530463.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -530464.250000 Penalty: 3967.507568
	Iteration 20F: 3 clusters Score -530464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -530467.375000 Penalty: 3967.507568
	Iteration 21Q: 3 clusters Score -530467.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -530468.437500 Penalty: 3967.507568
	Iteration 22Q: 3 clusters Score -530468.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -530470.812500 Penalty: 3967.507568
	Iteration 23Q: 3 clusters Score -530470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -530472.687500 Penalty: 3967.507568
	Iteration 24Q: 3 clusters Score -530472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -530473.562500 Penalty: 3967.507568
	Iteration 25Q: 3 clusters Score -530473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -530475.062500 Penalty: 3967.507568
	Iteration 26Q: 3 clusters Score -530475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -530477.812500 Penalty: 3967.507568
	Iteration 27Q: 3 clusters Score -530477.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -530480.125000 Penalty: 3967.507568
	Iteration 28Q: 3 clusters Score -530480.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -530485.062500 Penalty: 3967.507568
	Iteration 29Q: 3 clusters Score -530485.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -530491.937500 Penalty: 3967.507568
	Iteration 30Q: 3 clusters Score -530491.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -530503.625000 Penalty: 3967.507568
	Iteration 31Q: 3 clusters Score -530503.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -530519.312500 Penalty: 3967.507568
	Iteration 32Q: 3 clusters Score -530519.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -530528.812500 Penalty: 3967.507568
	Iteration 33Q: 3 clusters Score -530528.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -530535.750000 Penalty: 3967.507568
	Iteration 34Q: 3 clusters Score -530535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -530538.812500 Penalty: 3967.507568
	Iteration 35Q: 3 clusters Score -530538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -530541.562500 Penalty: 3967.507568
	Iteration 36Q: 3 clusters Score -530541.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -530543.000000 Penalty: 3967.507568
	Iteration 37Q: 3 clusters Score -530543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -530543.000000 Penalty: 3967.507568
	Iteration 38F: 3 clusters Score -530543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 12584 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 1471 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8937 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 15383 members 
Mstep: Class 41 contains 1630 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 23843 members 
Mstep: Class 45 contains 458 members 
Mstep: Class 46 contains 1507 members 
Entering Unmasked Estep 
Score: -84164256.000000 Penalty: 148106.812500
Splitting cluster 23 changes total score from -84146872.000000 to -84164256.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 24 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -145080.609375 Penalty: 1696.455566
	Iteration 0F: 2 clusters Score -145080.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -143322.453125 Penalty: 3392.911133
	Iteration 0F: 3 clusters Score -143322.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -143842.218750 Penalty: 3392.911133
	Iteration 1F: 3 clusters Score -143842.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -144223.625000 Penalty: 3392.911133
	Iteration 2F: 3 clusters Score -144223.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -144707.890625 Penalty: 3392.911133
	Iteration 3F: 3 clusters Score -144707.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -145053.078125 Penalty: 3392.911133
	Iteration 4F: 3 clusters Score -145053.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -145292.062500 Penalty: 3392.911133
	Iteration 5F: 3 clusters Score -145292.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -145401.406250 Penalty: 3392.911133
	Iteration 6Q: 3 clusters Score -145401.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -145424.296875 Penalty: 3392.911133
	Iteration 7Q: 3 clusters Score -145424.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -145444.125000 Penalty: 3392.911133
	Iteration 8Q: 3 clusters Score -145444.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -145472.937500 Penalty: 3392.911133
	Iteration 9Q: 3 clusters Score -145472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -145481.218750 Penalty: 3392.911133
	Iteration 10Q: 3 clusters Score -145481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -145482.984375 Penalty: 3392.911133
	Iteration 11Q: 3 clusters Score -145483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -145482.984375 Penalty: 3392.911133
	Iteration 12F: 3 clusters Score -145483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 12584 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 1471 members 
Mstep: Class 24 contains 648 members 
Mstep: Class 25 contains 8937 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 15383 members 
Mstep: Class 41 contains 1630 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 23843 members 
Mstep: Class 45 contains 458 members 
Mstep: Class 46 contains 1507 members 
Mstep: Class 47 contains 287 members 
Entering Unmasked Estep 
Score: -84162944.000000 Penalty: 151326.515625
Splitting cluster 24 changes total score from -84146872.000000 to -84162944.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 25 (8937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Entering Unmasked Estep 
Score: -1654341.000000 Penalty: 2256.292969
	Iteration 0F: 2 clusters Score -1654341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1647306.625000 Penalty: 4512.585938
	Iteration 0F: 3 clusters Score -1647307 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1649567.000000 Penalty: 4512.585938
	Iteration 1F: 3 clusters Score -1649567 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1650525.500000 Penalty: 4512.585938
	Iteration 2F: 3 clusters Score -1650526 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1651746.750000 Penalty: 4512.585938
	Iteration 3F: 3 clusters Score -1651747 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1652975.875000 Penalty: 4512.585938
	Iteration 4F: 3 clusters Score -1652976 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1653952.500000 Penalty: 4512.585938
	Iteration 5F: 3 clusters Score -1653952 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1654658.000000 Penalty: 4512.585938
	Iteration 6F: 3 clusters Score -1654658 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1655066.625000 Penalty: 4512.585938
	Iteration 7Q: 3 clusters Score -1655067 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1655305.625000 Penalty: 4512.585938
	Iteration 8Q: 3 clusters Score -1655306 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1655487.250000 Penalty: 4512.585938
	Iteration 9Q: 3 clusters Score -1655487 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1655612.250000 Penalty: 4512.585938
	Iteration 10Q: 3 clusters Score -1655612 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1655716.000000 Penalty: 4512.585938
	Iteration 11Q: 3 clusters Score -1655716 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1655818.375000 Penalty: 4512.585938
	Iteration 12Q: 3 clusters Score -1655818 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1655898.250000 Penalty: 4512.585938
	Iteration 13Q: 3 clusters Score -1655898 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1655963.500000 Penalty: 4512.585938
	Iteration 14Q: 3 clusters Score -1655964 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1656032.375000 Penalty: 4512.585938
	Iteration 15Q: 3 clusters Score -1656032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1656097.250000 Penalty: 4512.585938
	Iteration 16Q: 3 clusters Score -1656097 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1656130.000000 Penalty: 4512.585938
	Iteration 17Q: 3 clusters Score -1656130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1656160.250000 Penalty: 4512.585938
	Iteration 18Q: 3 clusters Score -1656160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1656186.250000 Penalty: 4512.585938
	Iteration 19Q: 3 clusters Score -1656186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1656198.750000 Penalty: 4512.585938
	Iteration 20F: 3 clusters Score -1656199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1656203.125000 Penalty: 4512.585938
	Iteration 21Q: 3 clusters Score -1656203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1656208.500000 Penalty: 4512.585938
	Iteration 22Q: 3 clusters Score -1656208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1656210.750000 Penalty: 4512.585938
	Iteration 23Q: 3 clusters Score -1656211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1656208.875000 Penalty: 4512.585938
	Iteration 24Q: 3 clusters Score -1656209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1656208.875000 Penalty: 4512.585938
	Iteration 25F: 3 clusters Score -1656209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 12584 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 1471 members 
Mstep: Class 24 contains 648 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 398 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 15383 members 
Mstep: Class 41 contains 1630 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 23843 members 
Mstep: Class 45 contains 458 members 
Mstep: Class 46 contains 1507 members 
Mstep: Class 47 contains 287 members 
Mstep: Class 48 contains 7249 members 
Entering Unmasked Estep 
Score: -84163952.000000 Penalty: 154546.234375
Splitting cluster 25 changes total score from -84146872.000000 to -84163952.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 26 (6965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Entering Unmasked Estep 
Score: -1400848.000000 Penalty: 2194.465820
	Iteration 0F: 2 clusters Score -1400848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1395073.125000 Penalty: 4388.931641
	Iteration 0F: 3 clusters Score -1395073 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1396694.625000 Penalty: 4388.931641
	Iteration 1F: 3 clusters Score -1396695 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1397064.125000 Penalty: 4388.931641
	Iteration 2F: 3 clusters Score -1397064 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1397470.000000 Penalty: 4388.931641
	Iteration 3F: 3 clusters Score -1397470 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1398046.750000 Penalty: 4388.931641
	Iteration 4F: 3 clusters Score -1398047 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1398639.125000 Penalty: 4388.931641
	Iteration 5F: 3 clusters Score -1398639 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1399074.750000 Penalty: 4388.931641
	Iteration 6F: 3 clusters Score -1399075 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1399431.750000 Penalty: 4388.931641
	Iteration 7F: 3 clusters Score -1399432 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1399683.125000 Penalty: 4388.931641
	Iteration 8Q: 3 clusters Score -1399683 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1399840.375000 Penalty: 4388.931641
	Iteration 9Q: 3 clusters Score -1399840 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1399916.000000 Penalty: 4388.931641
	Iteration 10Q: 3 clusters Score -1399916 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1399969.125000 Penalty: 4388.931641
	Iteration 11Q: 3 clusters Score -1399969 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1400002.750000 Penalty: 4388.931641
	Iteration 12Q: 3 clusters Score -1400003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1400019.875000 Penalty: 4388.931641
	Iteration 13Q: 3 clusters Score -1400020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1400037.375000 Penalty: 4388.931641
	Iteration 14Q: 3 clusters Score -1400037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1400046.125000 Penalty: 4388.931641
	Iteration 15Q: 3 clusters Score -1400046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1400059.250000 Penalty: 4388.931641
	Iteration 16Q: 3 clusters Score -1400059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1400067.125000 Penalty: 4388.931641
	Iteration 17Q: 3 clusters Score -1400067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1400076.875000 Penalty: 4388.931641
	Iteration 18Q: 3 clusters Score -1400077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1400080.000000 Penalty: 4388.931641
	Iteration 19Q: 3 clusters Score -1400080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1400082.125000 Penalty: 4388.931641
	Iteration 20F: 3 clusters Score -1400082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1400086.125000 Penalty: 4388.931641
	Iteration 21Q: 3 clusters Score -1400086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1400087.625000 Penalty: 4388.931641
	Iteration 22Q: 3 clusters Score -1400088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1400087.500000 Penalty: 4388.931641
	Iteration 23Q: 3 clusters Score -1400088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1400090.250000 Penalty: 4388.931641
	Iteration 24Q: 3 clusters Score -1400090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1400092.375000 Penalty: 4388.931641
	Iteration 25Q: 3 clusters Score -1400092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1400093.000000 Penalty: 4388.931641
	Iteration 26Q: 3 clusters Score -1400093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1400092.375000 Penalty: 4388.931641
	Iteration 27Q: 3 clusters Score -1400092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1400092.375000 Penalty: 4388.931641
	Iteration 28F: 3 clusters Score -1400092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -30295.957031 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -30295.96 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 198 members 
Entering Unmasked Estep 
Score: -29126.714844 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -29126.71 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29559.402344 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -29559.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30064.248047 Penalty: 2969.280273
	Iteration 2F: 3 clusters Score -30064.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30611.453125 Penalty: 2969.280273
	Iteration 3F: 3 clusters Score -30611.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30890.826172 Penalty: 2969.280273
	Iteration 4F: 3 clusters Score -30890.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31017.359375 Penalty: 2969.280273
	Iteration 5Q: 3 clusters Score -31017.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31115.652344 Penalty: 2969.280273
	Iteration 6Q: 3 clusters Score -31115.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31195.039062 Penalty: 2969.280273
	Iteration 7Q: 3 clusters Score -31195.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31204.472656 Penalty: 2969.280273
	Iteration 8Q: 3 clusters Score -31204.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31215.806641 Penalty: 2969.280273
	Iteration 9Q: 3 clusters Score -31215.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31215.806641 Penalty: 2969.280273
	Iteration 10F: 3 clusters Score -31215.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 12584 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 1471 members 
Mstep: Class 24 contains 648 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 169 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 15383 members 
Mstep: Class 41 contains 1630 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 23843 members 
Mstep: Class 45 contains 458 members 
Mstep: Class 46 contains 1507 members 
Mstep: Class 47 contains 287 members 
Mstep: Class 48 contains 7249 members 
Mstep: Class 49 contains 229 members 
Entering Unmasked Estep 
Score: -84163160.000000 Penalty: 157765.953125
Splitting cluster 27 changes total score from -84146872.000000 to -84163160.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 28 (6051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Entering Unmasked Estep 
Score: -1201425.750000 Penalty: 2159.578857
	Iteration 0F: 2 clusters Score -1201426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1196305.375000 Penalty: 4319.157715
	Iteration 0F: 3 clusters Score -1196305 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1197787.625000 Penalty: 4319.157715
	Iteration 1F: 3 clusters Score -1197788 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1198172.125000 Penalty: 4319.157715
	Iteration 2F: 3 clusters Score -1198172 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1198467.000000 Penalty: 4319.157715
	Iteration 3F: 3 clusters Score -1198467 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1198698.750000 Penalty: 4319.157715
	Iteration 4F: 3 clusters Score -1198699 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1198918.125000 Penalty: 4319.157715
	Iteration 5F: 3 clusters Score -1198918 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1199082.125000 Penalty: 4319.157715
	Iteration 6Q: 3 clusters Score -1199082 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1199230.625000 Penalty: 4319.157715
	Iteration 7Q: 3 clusters Score -1199231 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1199342.500000 Penalty: 4319.157715
	Iteration 8Q: 3 clusters Score -1199342 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1199448.000000 Penalty: 4319.157715
	Iteration 9Q: 3 clusters Score -1199448 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1199527.000000 Penalty: 4319.157715
	Iteration 10Q: 3 clusters Score -1199527 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1199602.125000 Penalty: 4319.157715
	Iteration 11Q: 3 clusters Score -1199602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1199663.500000 Penalty: 4319.157715
	Iteration 12Q: 3 clusters Score -1199664 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1199707.000000 Penalty: 4319.157715
	Iteration 13Q: 3 clusters Score -1199707 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1199742.250000 Penalty: 4319.157715
	Iteration 14Q: 3 clusters Score -1199742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1199765.750000 Penalty: 4319.157715
	Iteration 15Q: 3 clusters Score -1199766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1199784.375000 Penalty: 4319.157715
	Iteration 16Q: 3 clusters Score -1199784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1199803.625000 Penalty: 4319.157715
	Iteration 17Q: 3 clusters Score -1199804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1199815.500000 Penalty: 4319.157715
	Iteration 18Q: 3 clusters Score -1199816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1199823.750000 Penalty: 4319.157715
	Iteration 19Q: 3 clusters Score -1199824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1199828.500000 Penalty: 4319.157715
	Iteration 20F: 3 clusters Score -1199828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1199835.000000 Penalty: 4319.157715
	Iteration 21Q: 3 clusters Score -1199835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1199839.625000 Penalty: 4319.157715
	Iteration 22Q: 3 clusters Score -1199840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1199844.375000 Penalty: 4319.157715
	Iteration 23Q: 3 clusters Score -1199844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1199847.375000 Penalty: 4319.157715
	Iteration 24Q: 3 clusters Score -1199847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1199852.625000 Penalty: 4319.157715
	Iteration 25Q: 3 clusters Score -1199853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1199850.500000 Penalty: 4319.157715
	Iteration 26Q: 3 clusters Score -1199850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1199849.500000 Penalty: 4319.157715
	Iteration 27Q: 3 clusters Score -1199850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1199856.125000 Penalty: 4319.157715
	Iteration 28Q: 3 clusters Score -1199856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1199859.250000 Penalty: 4319.157715
	Iteration 29Q: 3 clusters Score -1199859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1199858.875000 Penalty: 4319.157715
	Iteration 30Q: 3 clusters Score -1199859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1199857.500000 Penalty: 4319.157715
	Iteration 31Q: 3 clusters Score -1199858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1199860.500000 Penalty: 4319.157715
	Iteration 32Q: 3 clusters Score -1199860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1199862.125000 Penalty: 4319.157715
	Iteration 33Q: 3 clusters Score -1199862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1199865.500000 Penalty: 4319.157715
	Iteration 34Q: 3 clusters Score -1199866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1199869.125000 Penalty: 4319.157715
	Iteration 35Q: 3 clusters Score -1199869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1199871.625000 Penalty: 4319.157715
	Iteration 36Q: 3 clusters Score -1199872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1199870.875000 Penalty: 4319.157715
	Iteration 37Q: 3 clusters Score -1199871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1199870.250000 Penalty: 4319.157715
	Iteration 38Q: 3 clusters Score -1199870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1199871.625000 Penalty: 4319.157715
	Iteration 39Q: 3 clusters Score -1199872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1199871.625000 Penalty: 4319.157715
	Iteration 40F: 3 clusters Score -1199872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Entering Unmasked Estep 
Score: -5737223.000000 Penalty: 2536.157227
	Iteration 0F: 2 clusters Score -5737223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -5721225.000000 Penalty: 5072.314453
	Iteration 0F: 3 clusters Score -5721225 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -5727909.000000 Penalty: 5072.314453
	Iteration 1F: 3 clusters Score -5727909 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -5728441.500000 Penalty: 5072.314453
	Iteration 2F: 3 clusters Score -5728442 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -5728925.000000 Penalty: 5072.314453
	Iteration 3F: 3 clusters Score -5728925 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -5729439.000000 Penalty: 5072.314453
	Iteration 4F: 3 clusters Score -5729439 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -5729939.500000 Penalty: 5072.314453
	Iteration 5Q: 3 clusters Score -5729940 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -5730541.500000 Penalty: 5072.314453
	Iteration 6F: 3 clusters Score -5730542 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -5731157.500000 Penalty: 5072.314453
	Iteration 7Q: 3 clusters Score -5731158 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -5731885.500000 Penalty: 5072.314453
	Iteration 8Q: 3 clusters Score -5731886 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -5732529.500000 Penalty: 5072.314453
	Iteration 9Q: 3 clusters Score -5732530 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -5732881.500000 Penalty: 5072.314453
	Iteration 10Q: 3 clusters Score -5732882 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -5733048.500000 Penalty: 5072.314453
	Iteration 11Q: 3 clusters Score -5733048 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -5733122.500000 Penalty: 5072.314453
	Iteration 12Q: 3 clusters Score -5733122 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -5733159.000000 Penalty: 5072.314453
	Iteration 13Q: 3 clusters Score -5733159 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -5733155.500000 Penalty: 5072.314453
	Iteration 14Q: 3 clusters Score -5733156 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -5733161.000000 Penalty: 5072.314453
	Iteration 15Q: 3 clusters Score -5733161 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -5733182.500000 Penalty: 5072.314453
	Iteration 16Q: 3 clusters Score -5733182 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5733182.000000 Penalty: 5072.314453
	Iteration 17Q: 3 clusters Score -5733182 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -5733228.000000 Penalty: 5072.314453
	Iteration 18Q: 3 clusters Score -5733228 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -5733236.500000 Penalty: 5072.314453
	Iteration 19Q: 3 clusters Score -5733236 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -5733288.500000 Penalty: 5072.314453
	Iteration 20F: 3 clusters Score -5733288 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -5733304.000000 Penalty: 5072.314453
	Iteration 21Q: 3 clusters Score -5733304 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -5733311.500000 Penalty: 5072.314453
	Iteration 22Q: 3 clusters Score -5733312 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -5733329.500000 Penalty: 5072.314453
	Iteration 23Q: 3 clusters Score -5733330 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -5733350.500000 Penalty: 5072.314453
	Iteration 24Q: 3 clusters Score -5733350 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -5733369.000000 Penalty: 5072.314453
	Iteration 25Q: 3 clusters Score -5733369 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -5733413.500000 Penalty: 5072.314453
	Iteration 26Q: 3 clusters Score -5733414 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -5733419.000000 Penalty: 5072.314453
	Iteration 27Q: 3 clusters Score -5733419 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -5733455.000000 Penalty: 5072.314453
	Iteration 28Q: 3 clusters Score -5733455 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -5733489.500000 Penalty: 5072.314453
	Iteration 29Q: 3 clusters Score -5733490 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -5733515.000000 Penalty: 5072.314453
	Iteration 30Q: 3 clusters Score -5733515 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -5733539.000000 Penalty: 5072.314453
	Iteration 31Q: 3 clusters Score -5733539 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -5733552.500000 Penalty: 5072.314453
	Iteration 32Q: 3 clusters Score -5733552 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -5733565.500000 Penalty: 5072.314453
	Iteration 33Q: 3 clusters Score -5733566 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -5733622.000000 Penalty: 5072.314453
	Iteration 34Q: 3 clusters Score -5733622 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -5733597.500000 Penalty: 5072.314453
	Iteration 35Q: 3 clusters Score -5733598 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -5733593.000000 Penalty: 5072.314453
	Iteration 36Q: 3 clusters Score -5733593 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -5733609.500000 Penalty: 5072.314453
	Iteration 37Q: 3 clusters Score -5733610 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -5733631.500000 Penalty: 5072.314453
	Iteration 38Q: 3 clusters Score -5733632 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -5733610.000000 Penalty: 5072.314453
	Iteration 39Q: 3 clusters Score -5733610 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -5733616.000000 Penalty: 5072.314453
	Iteration 40F: 3 clusters Score -5733616 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -5733606.500000 Penalty: 5072.314453
	Iteration 41Q: 3 clusters Score -5733606 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -5733609.500000 Penalty: 5072.314453
	Iteration 42Q: 3 clusters Score -5733610 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -5733641.000000 Penalty: 5072.314453
	Iteration 43Q: 3 clusters Score -5733641 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -5733620.000000 Penalty: 5072.314453
	Iteration 44Q: 3 clusters Score -5733620 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -5733615.500000 Penalty: 5072.314453
	Iteration 45Q: 3 clusters Score -5733616 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -5733606.500000 Penalty: 5072.314453
	Iteration 46Q: 3 clusters Score -5733606 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -5733640.000000 Penalty: 5072.314453
	Iteration 47Q: 3 clusters Score -5733640 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -5733688.000000 Penalty: 5072.314453
	Iteration 48Q: 3 clusters Score -5733688 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -5733732.000000 Penalty: 5072.314453
	Iteration 49Q: 3 clusters Score -5733732 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -5733804.500000 Penalty: 5072.314453
	Iteration 50Q: 3 clusters Score -5733804 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -5733844.500000 Penalty: 5072.314453
	Iteration 51Q: 3 clusters Score -5733844 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -5733862.000000 Penalty: 5072.314453
	Iteration 52Q: 3 clusters Score -5733862 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -5733877.500000 Penalty: 5072.314453
	Iteration 53Q: 3 clusters Score -5733878 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -5733881.500000 Penalty: 5072.314453
	Iteration 54Q: 3 clusters Score -5733882 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -5733861.000000 Penalty: 5072.314453
	Iteration 55Q: 3 clusters Score -5733861 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -5733805.500000 Penalty: 5072.314453
	Iteration 56Q: 3 clusters Score -5733806 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -5733782.500000 Penalty: 5072.314453
	Iteration 57Q: 3 clusters Score -5733782 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -5733754.500000 Penalty: 5072.314453
	Iteration 58Q: 3 clusters Score -5733754 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -5733719.500000 Penalty: 5072.314453
	Iteration 59Q: 3 clusters Score -5733720 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -5733760.000000 Penalty: 5072.314453
	Iteration 60F: 3 clusters Score -5733760 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -5733778.500000 Penalty: 5072.314453
	Iteration 61Q: 3 clusters Score -5733778 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -5733810.500000 Penalty: 5072.314453
	Iteration 62Q: 3 clusters Score -5733810 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5733813.000000 Penalty: 5072.314453
	Iteration 63Q: 3 clusters Score -5733813 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -5733851.500000 Penalty: 5072.314453
	Iteration 64Q: 3 clusters Score -5733852 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -5733894.000000 Penalty: 5072.314453
	Iteration 65Q: 3 clusters Score -5733894 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -5733928.500000 Penalty: 5072.314453
	Iteration 66Q: 3 clusters Score -5733928 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5733964.500000 Penalty: 5072.314453
	Iteration 67Q: 3 clusters Score -5733964 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5733964.000000 Penalty: 5072.314453
	Iteration 68Q: 3 clusters Score -5733964 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5733972.500000 Penalty: 5072.314453
	Iteration 69Q: 3 clusters Score -5733972 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5734012.500000 Penalty: 5072.314453
	Iteration 70Q: 3 clusters Score -5734012 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5734037.500000 Penalty: 5072.314453
	Iteration 71Q: 3 clusters Score -5734038 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5734056.500000 Penalty: 5072.314453
	Iteration 72Q: 3 clusters Score -5734056 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5734114.500000 Penalty: 5072.314453
	Iteration 73Q: 3 clusters Score -5734114 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5734194.000000 Penalty: 5072.314453
	Iteration 74Q: 3 clusters Score -5734194 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5734263.000000 Penalty: 5072.314453
	Iteration 75Q: 3 clusters Score -5734263 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5734306.000000 Penalty: 5072.314453
	Iteration 76Q: 3 clusters Score -5734306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5734395.500000 Penalty: 5072.314453
	Iteration 77Q: 3 clusters Score -5734396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5734428.500000 Penalty: 5072.314453
	Iteration 78Q: 3 clusters Score -5734428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5734479.500000 Penalty: 5072.314453
	Iteration 79Q: 3 clusters Score -5734480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5734514.000000 Penalty: 5072.314453
	Iteration 80F: 3 clusters Score -5734514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5734554.000000 Penalty: 5072.314453
	Iteration 81Q: 3 clusters Score -5734554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5734627.000000 Penalty: 5072.314453
	Iteration 82Q: 3 clusters Score -5734627 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5734691.500000 Penalty: 5072.314453
	Iteration 83Q: 3 clusters Score -5734692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5734749.000000 Penalty: 5072.314453
	Iteration 84Q: 3 clusters Score -5734749 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5734775.500000 Penalty: 5072.314453
	Iteration 85Q: 3 clusters Score -5734776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5734807.000000 Penalty: 5072.314453
	Iteration 86Q: 3 clusters Score -5734807 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5734867.000000 Penalty: 5072.314453
	Iteration 87Q: 3 clusters Score -5734867 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5734899.000000 Penalty: 5072.314453
	Iteration 88Q: 3 clusters Score -5734899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5734927.500000 Penalty: 5072.314453
	Iteration 89Q: 3 clusters Score -5734928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5734971.500000 Penalty: 5072.314453
	Iteration 90Q: 3 clusters Score -5734972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5735007.000000 Penalty: 5072.314453
	Iteration 91Q: 3 clusters Score -5735007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5735018.500000 Penalty: 5072.314453
	Iteration 92Q: 3 clusters Score -5735018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5735040.000000 Penalty: 5072.314453
	Iteration 93Q: 3 clusters Score -5735040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5735057.000000 Penalty: 5072.314453
	Iteration 94Q: 3 clusters Score -5735057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5735067.000000 Penalty: 5072.314453
	Iteration 95Q: 3 clusters Score -5735067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5735062.500000 Penalty: 5072.314453
	Iteration 96Q: 3 clusters Score -5735062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5735079.500000 Penalty: 5072.314453
	Iteration 97Q: 3 clusters Score -5735080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5735078.500000 Penalty: 5072.314453
	Iteration 98Q: 3 clusters Score -5735078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5735081.000000 Penalty: 5072.314453
	Iteration 99Q: 3 clusters Score -5735081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5735089.500000 Penalty: 5072.314453
	Iteration 100F: 3 clusters Score -5735090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5735098.000000 Penalty: 5072.314453
	Iteration 101Q: 3 clusters Score -5735098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5735101.000000 Penalty: 5072.314453
	Iteration 102Q: 3 clusters Score -5735101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5735102.500000 Penalty: 5072.314453
	Iteration 103Q: 3 clusters Score -5735102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5735109.000000 Penalty: 5072.314453
	Iteration 104Q: 3 clusters Score -5735109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5735111.000000 Penalty: 5072.314453
	Iteration 105Q: 3 clusters Score -5735111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5735117.000000 Penalty: 5072.314453
	Iteration 106Q: 3 clusters Score -5735117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5735117.000000 Penalty: 5072.314453
	Iteration 107Q: 3 clusters Score -5735117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5735116.500000 Penalty: 5072.314453
	Iteration 108Q: 3 clusters Score -5735116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5735113.500000 Penalty: 5072.314453
	Iteration 109Q: 3 clusters Score -5735114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5735111.000000 Penalty: 5072.314453
	Iteration 110Q: 3 clusters Score -5735111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5735114.500000 Penalty: 5072.314453
	Iteration 111Q: 3 clusters Score -5735114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5735122.000000 Penalty: 5072.314453
	Iteration 112Q: 3 clusters Score -5735122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5735135.000000 Penalty: 5072.314453
	Iteration 113Q: 3 clusters Score -5735135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5735145.500000 Penalty: 5072.314453
	Iteration 114Q: 3 clusters Score -5735146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5735145.500000 Penalty: 5072.314453
	Iteration 115Q: 3 clusters Score -5735146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5735147.000000 Penalty: 5072.314453
	Iteration 116Q: 3 clusters Score -5735147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5735152.500000 Penalty: 5072.314453
	Iteration 117Q: 3 clusters Score -5735152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5735166.000000 Penalty: 5072.314453
	Iteration 118Q: 3 clusters Score -5735166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5735167.000000 Penalty: 5072.314453
	Iteration 119Q: 3 clusters Score -5735167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5735171.500000 Penalty: 5072.314453
	Iteration 120F: 3 clusters Score -5735172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5735177.500000 Penalty: 5072.314453
	Iteration 121Q: 3 clusters Score -5735178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5735175.000000 Penalty: 5072.314453
	Iteration 122Q: 3 clusters Score -5735175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5735180.000000 Penalty: 5072.314453
	Iteration 123Q: 3 clusters Score -5735180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5735177.000000 Penalty: 5072.314453
	Iteration 124Q: 3 clusters Score -5735177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5735178.500000 Penalty: 5072.314453
	Iteration 125Q: 3 clusters Score -5735178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5735180.500000 Penalty: 5072.314453
	Iteration 126Q: 3 clusters Score -5735180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5735180.000000 Penalty: 5072.314453
	Iteration 127Q: 3 clusters Score -5735180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5735178.500000 Penalty: 5072.314453
	Iteration 128Q: 3 clusters Score -5735178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5735179.000000 Penalty: 5072.314453
	Iteration 129Q: 3 clusters Score -5735179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5735183.500000 Penalty: 5072.314453
	Iteration 130Q: 3 clusters Score -5735184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5735190.000000 Penalty: 5072.314453
	Iteration 131Q: 3 clusters Score -5735190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5735190.000000 Penalty: 5072.314453
	Iteration 132F: 3 clusters Score -5735190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (49575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Entering Unmasked Estep 
Score: -9383223.000000 Penalty: 2681.187988
	Iteration 0F: 2 clusters Score -9383223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -9350412.000000 Penalty: 5362.375977
	Iteration 0F: 3 clusters Score -9350412 nChanged 22850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -9363462.000000 Penalty: 5362.375977
	Iteration 1F: 3 clusters Score -9363462 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -9364228.000000 Penalty: 5362.375977
	Iteration 2Q: 3 clusters Score -9364228 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -9365006.000000 Penalty: 5362.375977
	Iteration 3Q: 3 clusters Score -9365006 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -9365829.000000 Penalty: 5362.375977
	Iteration 4Q: 3 clusters Score -9365829 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -9366876.000000 Penalty: 5362.375977
	Iteration 5Q: 3 clusters Score -9366876 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -9368209.000000 Penalty: 5362.375977
	Iteration 6F: 3 clusters Score -9368209 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -9369917.000000 Penalty: 5362.375977
	Iteration 7F: 3 clusters Score -9369917 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -9371943.000000 Penalty: 5362.375977
	Iteration 8F: 3 clusters Score -9371943 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -9374143.000000 Penalty: 5362.375977
	Iteration 9F: 3 clusters Score -9374143 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -9375862.000000 Penalty: 5362.375977
	Iteration 10Q: 3 clusters Score -9375862 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -9377081.000000 Penalty: 5362.375977
	Iteration 11Q: 3 clusters Score -9377081 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -9377838.000000 Penalty: 5362.375977
	Iteration 12Q: 3 clusters Score -9377838 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -9378464.000000 Penalty: 5362.375977
	Iteration 13Q: 3 clusters Score -9378464 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -9378921.000000 Penalty: 5362.375977
	Iteration 14Q: 3 clusters Score -9378921 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -9379371.000000 Penalty: 5362.375977
	Iteration 15Q: 3 clusters Score -9379371 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -9379755.000000 Penalty: 5362.375977
	Iteration 16Q: 3 clusters Score -9379755 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -9380154.000000 Penalty: 5362.375977
	Iteration 17Q: 3 clusters Score -9380154 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -9380350.000000 Penalty: 5362.375977
	Iteration 18Q: 3 clusters Score -9380350 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -9380578.000000 Penalty: 5362.375977
	Iteration 19Q: 3 clusters Score -9380578 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -9380767.000000 Penalty: 5362.375977
	Iteration 20F: 3 clusters Score -9380767 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -9380885.000000 Penalty: 5362.375977
	Iteration 21Q: 3 clusters Score -9380885 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -9380987.000000 Penalty: 5362.375977
	Iteration 22Q: 3 clusters Score -9380987 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -9381047.000000 Penalty: 5362.375977
	Iteration 23Q: 3 clusters Score -9381047 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -9381100.000000 Penalty: 5362.375977
	Iteration 24Q: 3 clusters Score -9381100 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9381173.000000 Penalty: 5362.375977
	Iteration 25Q: 3 clusters Score -9381173 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9381220.000000 Penalty: 5362.375977
	Iteration 26Q: 3 clusters Score -9381220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9381241.000000 Penalty: 5362.375977
	Iteration 27Q: 3 clusters Score -9381241 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -9381272.000000 Penalty: 5362.375977
	Iteration 28Q: 3 clusters Score -9381272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -9381304.000000 Penalty: 5362.375977
	Iteration 29Q: 3 clusters Score -9381304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -9381314.000000 Penalty: 5362.375977
	Iteration 30Q: 3 clusters Score -9381314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9381338.000000 Penalty: 5362.375977
	Iteration 31Q: 3 clusters Score -9381338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -9381361.000000 Penalty: 5362.375977
	Iteration 32Q: 3 clusters Score -9381361 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9381368.000000 Penalty: 5362.375977
	Iteration 33Q: 3 clusters Score -9381368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9381374.000000 Penalty: 5362.375977
	Iteration 34Q: 3 clusters Score -9381374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -9381377.000000 Penalty: 5362.375977
	Iteration 35Q: 3 clusters Score -9381377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9381366.000000 Penalty: 5362.375977
	Iteration 36Q: 3 clusters Score -9381366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -9381391.000000 Penalty: 5362.375977
	Iteration 37Q: 3 clusters Score -9381391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9381400.000000 Penalty: 5362.375977
	Iteration 38Q: 3 clusters Score -9381400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9381400.000000 Penalty: 5362.375977
	Iteration 39Q: 3 clusters Score -9381400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -9381386.000000 Penalty: 5362.375977
	Iteration 40F: 3 clusters Score -9381386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9381389.000000 Penalty: 5362.375977
	Iteration 41Q: 3 clusters Score -9381389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9381389.000000 Penalty: 5362.375977
	Iteration 42Q: 3 clusters Score -9381389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9381393.000000 Penalty: 5362.375977
	Iteration 43Q: 3 clusters Score -9381393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -9381392.000000 Penalty: 5362.375977
	Iteration 44Q: 3 clusters Score -9381392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9381405.000000 Penalty: 5362.375977
	Iteration 45Q: 3 clusters Score -9381405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9381402.000000 Penalty: 5362.375977
	Iteration 46Q: 3 clusters Score -9381402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -9381405.000000 Penalty: 5362.375977
	Iteration 47Q: 3 clusters Score -9381405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9381401.000000 Penalty: 5362.375977
	Iteration 48Q: 3 clusters Score -9381401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -9381411.000000 Penalty: 5362.375977
	Iteration 49Q: 3 clusters Score -9381411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9381409.000000 Penalty: 5362.375977
	Iteration 50Q: 3 clusters Score -9381409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9381411.000000 Penalty: 5362.375977
	Iteration 51Q: 3 clusters Score -9381411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9381416.000000 Penalty: 5362.375977
	Iteration 52Q: 3 clusters Score -9381416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9381413.000000 Penalty: 5362.375977
	Iteration 53Q: 3 clusters Score -9381413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9381413.000000 Penalty: 5362.375977
	Iteration 54Q: 3 clusters Score -9381413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9381413.000000 Penalty: 5362.375977
	Iteration 55F: 3 clusters Score -9381413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -219021.531250 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -219021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -217021.546875 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -217021.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -218007.500000 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -218007.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -218615.453125 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -218615.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -219012.125000 Penalty: 3605.384277
	Iteration 3F: 3 clusters Score -219012.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -219250.984375 Penalty: 3605.384277
	Iteration 4F: 3 clusters Score -219251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -219396.234375 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -219396.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -219512.421875 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -219512.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -219596.875000 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -219596.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -219717.906250 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -219717.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -219768.187500 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -219768.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -219789.140625 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -219789.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -219798.750000 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -219798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -219802.531250 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -219802.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -219810.484375 Penalty: 3605.384277
	Iteration 13Q: 3 clusters Score -219810.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -219843.109375 Penalty: 3605.384277
	Iteration 14Q: 3 clusters Score -219843.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -219870.125000 Penalty: 3605.384277
	Iteration 15Q: 3 clusters Score -219870.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219893.000000 Penalty: 3605.384277
	Iteration 16Q: 3 clusters Score -219893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -219944.484375 Penalty: 3605.384277
	Iteration 17Q: 3 clusters Score -219944.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -219992.765625 Penalty: 3605.384277
	Iteration 18Q: 3 clusters Score -219992.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -220089.390625 Penalty: 3605.384277
	Iteration 19Q: 3 clusters Score -220089.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -220168.765625 Penalty: 3605.384277
	Iteration 20F: 3 clusters Score -220168.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -220278.843750 Penalty: 3605.384277
	Iteration 21Q: 3 clusters Score -220278.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -220331.171875 Penalty: 3605.384277
	Iteration 22Q: 3 clusters Score -220331.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -220382.546875 Penalty: 3605.384277
	Iteration 23Q: 3 clusters Score -220382.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -220422.375000 Penalty: 3605.384277
	Iteration 24Q: 3 clusters Score -220422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -220432.421875 Penalty: 3605.384277
	Iteration 25Q: 3 clusters Score -220432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -220442.906250 Penalty: 3605.384277
	Iteration 26Q: 3 clusters Score -220442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -220448.421875 Penalty: 3605.384277
	Iteration 27Q: 3 clusters Score -220448.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -220491.828125 Penalty: 3605.384277
	Iteration 28F: 3 clusters Score -220491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -220577.625000 Penalty: 3605.384277
	Iteration 29Q: 3 clusters Score -220577.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -220615.421875 Penalty: 3605.384277
	Iteration 30Q: 3 clusters Score -220615.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -220618.578125 Penalty: 3605.384277
	Iteration 31Q: 3 clusters Score -220618.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -220618.578125 Penalty: 3605.384277
	Iteration 32F: 3 clusters Score -220618.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 12584 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 1471 members 
Mstep: Class 24 contains 648 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 169 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 15383 members 
Mstep: Class 41 contains 1630 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 23843 members 
Mstep: Class 45 contains 458 members 
Mstep: Class 46 contains 1507 members 
Mstep: Class 47 contains 287 members 
Mstep: Class 48 contains 7249 members 
Mstep: Class 49 contains 229 members 
Mstep: Class 50 contains 879 members 
Entering Unmasked Estep 
Score: -84163336.000000 Penalty: 160985.656250
Splitting cluster 31 changes total score from -84146872.000000 to -84163336.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 32 (32311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Entering Unmasked Estep 
Score: -6321367.500000 Penalty: 2575.024414
	Iteration 0F: 2 clusters Score -6321368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -6302655.500000 Penalty: 5150.048828
	Iteration 0F: 3 clusters Score -6302656 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -6310998.500000 Penalty: 5150.048828
	Iteration 1F: 3 clusters Score -6310998 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -6311623.000000 Penalty: 5150.048828
	Iteration 2F: 3 clusters Score -6311623 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -6312277.000000 Penalty: 5150.048828
	Iteration 3Q: 3 clusters Score -6312277 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -6313067.000000 Penalty: 5150.048828
	Iteration 4Q: 3 clusters Score -6313067 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -6314010.500000 Penalty: 5150.048828
	Iteration 5F: 3 clusters Score -6314010 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -6315092.500000 Penalty: 5150.048828
	Iteration 6F: 3 clusters Score -6315092 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -6316185.000000 Penalty: 5150.048828
	Iteration 7F: 3 clusters Score -6316185 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -6317245.000000 Penalty: 5150.048828
	Iteration 8F: 3 clusters Score -6317245 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -6318101.500000 Penalty: 5150.048828
	Iteration 9Q: 3 clusters Score -6318102 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -6318589.000000 Penalty: 5150.048828
	Iteration 10Q: 3 clusters Score -6318589 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -6318908.000000 Penalty: 5150.048828
	Iteration 11Q: 3 clusters Score -6318908 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -6319070.500000 Penalty: 5150.048828
	Iteration 12Q: 3 clusters Score -6319070 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -6319138.000000 Penalty: 5150.048828
	Iteration 13Q: 3 clusters Score -6319138 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -6319168.000000 Penalty: 5150.048828
	Iteration 14Q: 3 clusters Score -6319168 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -6319185.500000 Penalty: 5150.048828
	Iteration 15Q: 3 clusters Score -6319186 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -6319213.500000 Penalty: 5150.048828
	Iteration 16Q: 3 clusters Score -6319214 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -6319275.500000 Penalty: 5150.048828
	Iteration 17Q: 3 clusters Score -6319276 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -6319287.500000 Penalty: 5150.048828
	Iteration 18Q: 3 clusters Score -6319288 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -6319333.000000 Penalty: 5150.048828
	Iteration 19Q: 3 clusters Score -6319333 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -6319374.500000 Penalty: 5150.048828
	Iteration 20F: 3 clusters Score -6319374 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -6319400.500000 Penalty: 5150.048828
	Iteration 21Q: 3 clusters Score -6319400 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -6319429.000000 Penalty: 5150.048828
	Iteration 22Q: 3 clusters Score -6319429 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -6319436.500000 Penalty: 5150.048828
	Iteration 23Q: 3 clusters Score -6319436 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -6319461.500000 Penalty: 5150.048828
	Iteration 24Q: 3 clusters Score -6319462 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -6319473.500000 Penalty: 5150.048828
	Iteration 25Q: 3 clusters Score -6319474 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -6319492.000000 Penalty: 5150.048828
	Iteration 26Q: 3 clusters Score -6319492 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -6319490.000000 Penalty: 5150.048828
	Iteration 27Q: 3 clusters Score -6319490 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -6319521.000000 Penalty: 5150.048828
	Iteration 28Q: 3 clusters Score -6319521 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -6319535.500000 Penalty: 5150.048828
	Iteration 29Q: 3 clusters Score -6319536 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -6319537.000000 Penalty: 5150.048828
	Iteration 30Q: 3 clusters Score -6319537 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -6319538.000000 Penalty: 5150.048828
	Iteration 31Q: 3 clusters Score -6319538 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -6319550.500000 Penalty: 5150.048828
	Iteration 32Q: 3 clusters Score -6319550 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -6319543.500000 Penalty: 5150.048828
	Iteration 33Q: 3 clusters Score -6319544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -6319535.500000 Penalty: 5150.048828
	Iteration 34Q: 3 clusters Score -6319536 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -6319551.500000 Penalty: 5150.048828
	Iteration 35Q: 3 clusters Score -6319552 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -6319562.000000 Penalty: 5150.048828
	Iteration 36Q: 3 clusters Score -6319562 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -6319584.500000 Penalty: 5150.048828
	Iteration 37Q: 3 clusters Score -6319584 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -6319578.000000 Penalty: 5150.048828
	Iteration 38Q: 3 clusters Score -6319578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -6319606.500000 Penalty: 5150.048828
	Iteration 39Q: 3 clusters Score -6319606 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -6319601.500000 Penalty: 5150.048828
	Iteration 40F: 3 clusters Score -6319602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -6319593.000000 Penalty: 5150.048828
	Iteration 41Q: 3 clusters Score -6319593 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -6319596.000000 Penalty: 5150.048828
	Iteration 42Q: 3 clusters Score -6319596 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -6319608.500000 Penalty: 5150.048828
	Iteration 43Q: 3 clusters Score -6319608 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -6319609.500000 Penalty: 5150.048828
	Iteration 44Q: 3 clusters Score -6319610 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -6319614.000000 Penalty: 5150.048828
	Iteration 45Q: 3 clusters Score -6319614 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -6319643.500000 Penalty: 5150.048828
	Iteration 46Q: 3 clusters Score -6319644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -6319656.000000 Penalty: 5150.048828
	Iteration 47Q: 3 clusters Score -6319656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -6319659.000000 Penalty: 5150.048828
	Iteration 48Q: 3 clusters Score -6319659 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -6319670.000000 Penalty: 5150.048828
	Iteration 49Q: 3 clusters Score -6319670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -6319674.000000 Penalty: 5150.048828
	Iteration 50Q: 3 clusters Score -6319674 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -6319687.500000 Penalty: 5150.048828
	Iteration 51Q: 3 clusters Score -6319688 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -6319698.000000 Penalty: 5150.048828
	Iteration 52Q: 3 clusters Score -6319698 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -6319701.500000 Penalty: 5150.048828
	Iteration 53Q: 3 clusters Score -6319702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -6319726.000000 Penalty: 5150.048828
	Iteration 54Q: 3 clusters Score -6319726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -6319735.000000 Penalty: 5150.048828
	Iteration 55Q: 3 clusters Score -6319735 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -6319757.500000 Penalty: 5150.048828
	Iteration 56Q: 3 clusters Score -6319758 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -6319765.500000 Penalty: 5150.048828
	Iteration 57Q: 3 clusters Score -6319766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -6319781.000000 Penalty: 5150.048828
	Iteration 58Q: 3 clusters Score -6319781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -6319787.000000 Penalty: 5150.048828
	Iteration 59Q: 3 clusters Score -6319787 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -6319795.000000 Penalty: 5150.048828
	Iteration 60F: 3 clusters Score -6319795 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -6319781.000000 Penalty: 5150.048828
	Iteration 61Q: 3 clusters Score -6319781 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -6319802.000000 Penalty: 5150.048828
	Iteration 62Q: 3 clusters Score -6319802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -6319804.500000 Penalty: 5150.048828
	Iteration 63Q: 3 clusters Score -6319804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -6319814.500000 Penalty: 5150.048828
	Iteration 64Q: 3 clusters Score -6319814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -6319818.000000 Penalty: 5150.048828
	Iteration 65Q: 3 clusters Score -6319818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -6319818.500000 Penalty: 5150.048828
	Iteration 66Q: 3 clusters Score -6319818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -6319834.000000 Penalty: 5150.048828
	Iteration 67Q: 3 clusters Score -6319834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -6319823.000000 Penalty: 5150.048828
	Iteration 68Q: 3 clusters Score -6319823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -6319821.000000 Penalty: 5150.048828
	Iteration 69Q: 3 clusters Score -6319821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -6319848.000000 Penalty: 5150.048828
	Iteration 70Q: 3 clusters Score -6319848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -6319839.000000 Penalty: 5150.048828
	Iteration 71Q: 3 clusters Score -6319839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -6319843.500000 Penalty: 5150.048828
	Iteration 72Q: 3 clusters Score -6319844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -6319855.500000 Penalty: 5150.048828
	Iteration 73Q: 3 clusters Score -6319856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -6319866.500000 Penalty: 5150.048828
	Iteration 74Q: 3 clusters Score -6319866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -6319860.500000 Penalty: 5150.048828
	Iteration 75Q: 3 clusters Score -6319860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -6319858.000000 Penalty: 5150.048828
	Iteration 76Q: 3 clusters Score -6319858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -6319861.000000 Penalty: 5150.048828
	Iteration 77Q: 3 clusters Score -6319861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -6319855.000000 Penalty: 5150.048828
	Iteration 78Q: 3 clusters Score -6319855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -6319863.500000 Penalty: 5150.048828
	Iteration 79Q: 3 clusters Score -6319864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -6319861.000000 Penalty: 5150.048828
	Iteration 80F: 3 clusters Score -6319861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -6319852.000000 Penalty: 5150.048828
	Iteration 81Q: 3 clusters Score -6319852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -6319853.500000 Penalty: 5150.048828
	Iteration 82Q: 3 clusters Score -6319854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -6319850.500000 Penalty: 5150.048828
	Iteration 83Q: 3 clusters Score -6319850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -6319866.500000 Penalty: 5150.048828
	Iteration 84Q: 3 clusters Score -6319866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -6319860.000000 Penalty: 5150.048828
	Iteration 85Q: 3 clusters Score -6319860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -6319863.500000 Penalty: 5150.048828
	Iteration 86Q: 3 clusters Score -6319864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -6319859.000000 Penalty: 5150.048828
	Iteration 87Q: 3 clusters Score -6319859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -6319857.500000 Penalty: 5150.048828
	Iteration 88Q: 3 clusters Score -6319858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -6319863.000000 Penalty: 5150.048828
	Iteration 89Q: 3 clusters Score -6319863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -6319867.000000 Penalty: 5150.048828
	Iteration 90Q: 3 clusters Score -6319867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -6319868.500000 Penalty: 5150.048828
	Iteration 91Q: 3 clusters Score -6319868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -6319871.000000 Penalty: 5150.048828
	Iteration 92Q: 3 clusters Score -6319871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -6319877.000000 Penalty: 5150.048828
	Iteration 93Q: 3 clusters Score -6319877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -6319872.000000 Penalty: 5150.048828
	Iteration 94Q: 3 clusters Score -6319872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -6319877.000000 Penalty: 5150.048828
	Iteration 95Q: 3 clusters Score -6319877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -6319878.500000 Penalty: 5150.048828
	Iteration 96Q: 3 clusters Score -6319878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -6319875.000000 Penalty: 5150.048828
	Iteration 97Q: 3 clusters Score -6319875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -6319875.500000 Penalty: 5150.048828
	Iteration 98Q: 3 clusters Score -6319876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -6319877.000000 Penalty: 5150.048828
	Iteration 99Q: 3 clusters Score -6319877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -6319877.000000 Penalty: 5150.048828
	Iteration 100F: 3 clusters Score -6319877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -67284.695312 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -67284.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65964.664062 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -65964.66 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -66489.789062 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -66489.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66785.320312 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -66785.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -67021.085938 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -67021.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67165.859375 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -67165.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -67296.000000 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -67296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -67350.078125 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -67350.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67401.367188 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -67401.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67413.593750 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -67413.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -67423.328125 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -67423.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -67434.898438 Penalty: 3111.347168
	Iteration 10F: 3 clusters Score -67434.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67492.000000 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -67492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67494.406250 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -67494.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -67503.812500 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -67503.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -67503.812500 Penalty: 3111.347168
	Iteration 14F: 3 clusters Score -67503.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 12584 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 1471 members 
Mstep: Class 24 contains 648 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 169 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 310 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 15383 members 
Mstep: Class 41 contains 1630 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 23843 members 
Mstep: Class 45 contains 458 members 
Mstep: Class 46 contains 1507 members 
Mstep: Class 47 contains 287 members 
Mstep: Class 48 contains 7249 members 
Mstep: Class 49 contains 229 members 
Mstep: Class 50 contains 879 members 
Mstep: Class 51 contains 220 members 
Entering Unmasked Estep 
Score: -84161936.000000 Penalty: 164205.375000
Splitting cluster 33 changes total score from -84146872.000000 to -84161936.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 34 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -115310.351562 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -115310.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -113717.156250 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -113717.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -114122.929688 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -114122.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -114403.750000 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -114403.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -114832.757812 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -114832.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -115065.218750 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -115065.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -115181.296875 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -115181.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -115265.203125 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -115265.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -115332.875000 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -115332.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -115347.671875 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -115347.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -115353.062500 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -115353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -115367.757812 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -115367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -115370.867188 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -115370.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -115370.867188 Penalty: 3232.031738
	Iteration 12F: 3 clusters Score -115370.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 12584 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 1471 members 
Mstep: Class 24 contains 648 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 169 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 310 members 
Mstep: Class 34 contains 508 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 21993 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 15383 members 
Mstep: Class 41 contains 1630 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 23843 members 
Mstep: Class 45 contains 458 members 
Mstep: Class 46 contains 1507 members 
Mstep: Class 47 contains 287 members 
Mstep: Class 48 contains 7249 members 
Mstep: Class 49 contains 229 members 
Mstep: Class 50 contains 879 members 
Mstep: Class 51 contains 220 members 
Mstep: Class 52 contains 168 members 
Entering Unmasked Estep 
Score: -84160384.000000 Penalty: 167425.093750
Splitting cluster 34 changes total score from -84146872.000000 to -84160384.000000
So it's getting split into cluster 52.
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 23569 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 12584 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 1471 members 
Mstep: Class 24 contains 648 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 169 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 27624 members 
Mstep: Class 30 contains 49575 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 32311 members 
Mstep: Class 33 contains 310 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 52. Lose 2280.154297 but Gain 3219.718750
Score: -84171912.000000 Penalty: 164205.375000
Iteration 79Q: 52 clusters Score -8.417191e+07 nChanged 17771
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 17675 members 
Mstep: Class 3 contains 324 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 31179 members 
Mstep: Class 6 contains 27508 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 8 contains 365 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 1890 members 
Mstep: Class 11 contains 5764 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 6978 members 
Mstep: Class 14 contains 23253 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 13506 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 19 contains 731 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 522 members 
Mstep: Class 22 contains 30800 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 768 members 
Mstep: Class 25 contains 1930 members 
Mstep: Class 26 contains 6911 members 
Mstep: Class 27 contains 168 members 
Mstep: Class 28 contains 5799 members 
Mstep: Class 29 contains 27476 members 
Mstep: Class 30 contains 49250 members 
Mstep: Class 31 contains 606 members 
Mstep: Class 32 contains 32272 members 
Mstep: Class 33 contains 375 members 
Mstep: Class 34 contains 541 members 
Mstep: Class 35 contains 11458 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 593 members 
Mstep: Class 38 contains 21619 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 14211 members 
Mstep: Class 41 contains 1647 members 
Mstep: Class 42 contains 267 members 
Mstep: Class 43 contains 2330 members 
Mstep: Class 44 contains 22830 members 
Mstep: Class 45 contains 461 members 
Mstep: Class 46 contains 1451 members 
Mstep: Class 47 contains 289 members 
Mstep: Class 48 contains 6914 members 
Mstep: Class 49 contains 238 members 
Mstep: Class 50 contains 835 members 
Mstep: Class 51 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 51. Lose 2719.909180 but Gain 3219.718750
Score: -84181760.000000 Penalty: 160985.656250
Iteration 80F: 51 clusters Score -8.418176e+07 nChanged 22286
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 17852 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1442 members 
Mstep: Class 5 contains 36163 members 
Mstep: Class 6 contains 25677 members 
Mstep: Class 7 contains 4378 members 
Mstep: Class 8 contains 370 members 
Mstep: Class 9 contains 12767 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 5668 members 
Mstep: Class 12 contains 418 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 21633 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 1856 members 
Mstep: Class 17 contains 13889 members 
Mstep: Class 18 contains 332 members 
Mstep: Class 19 contains 732 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 28823 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 2063 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 179 members 
Mstep: Class 28 contains 5574 members 
Mstep: Class 29 contains 26085 members 
Mstep: Class 30 contains 48293 members 
Mstep: Class 31 contains 633 members 
Mstep: Class 32 contains 30825 members 
Mstep: Class 33 contains 417 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 12796 members 
Mstep: Class 36 contains 774 members 
Mstep: Class 37 contains 603 members 
Mstep: Class 38 contains 25706 members 
Mstep: Class 39 contains 452 members 
Mstep: Class 40 contains 13838 members 
Mstep: Class 41 contains 1767 members 
Mstep: Class 42 contains 269 members 
Mstep: Class 43 contains 2391 members 
Mstep: Class 44 contains 24995 members 
Mstep: Class 45 contains 491 members 
Mstep: Class 46 contains 1544 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 7134 members 
Mstep: Class 49 contains 269 members 
Mstep: Class 50 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84188120.000000 Penalty: 160985.656250
Iteration 81F: 51 clusters Score -8.418812e+07 nChanged 21549
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 17955 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 41946 members 
Mstep: Class 6 contains 24173 members 
Mstep: Class 7 contains 4330 members 
Mstep: Class 8 contains 357 members 
Mstep: Class 9 contains 12825 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 5594 members 
Mstep: Class 12 contains 420 members 
Mstep: Class 13 contains 6758 members 
Mstep: Class 14 contains 20368 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 14514 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 731 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 530 members 
Mstep: Class 22 contains 25953 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 805 members 
Mstep: Class 25 contains 2137 members 
Mstep: Class 26 contains 6826 members 
Mstep: Class 27 contains 191 members 
Mstep: Class 28 contains 5379 members 
Mstep: Class 29 contains 25244 members 
Mstep: Class 30 contains 47608 members 
Mstep: Class 31 contains 651 members 
Mstep: Class 32 contains 29408 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 514 members 
Mstep: Class 35 contains 13912 members 
Mstep: Class 36 contains 779 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 30167 members 
Mstep: Class 39 contains 457 members 
Mstep: Class 40 contains 13207 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 270 members 
Mstep: Class 43 contains 2434 members 
Mstep: Class 44 contains 26544 members 
Mstep: Class 45 contains 505 members 
Mstep: Class 46 contains 1599 members 
Mstep: Class 47 contains 327 members 
Mstep: Class 48 contains 7267 members 
Mstep: Class 49 contains 272 members 
Mstep: Class 50 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84189368.000000 Penalty: 160985.656250
Iteration 82Q: 51 clusters Score -8.418937e+07 nChanged 18673
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 17844 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 43428 members 
Mstep: Class 6 contains 23606 members 
Mstep: Class 7 contains 4292 members 
Mstep: Class 8 contains 348 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 10 contains 2040 members 
Mstep: Class 11 contains 5550 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6704 members 
Mstep: Class 14 contains 19391 members 
Mstep: Class 15 contains 5027 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 729 members 
Mstep: Class 20 contains 314 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 22978 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 2215 members 
Mstep: Class 26 contains 6807 members 
Mstep: Class 27 contains 197 members 
Mstep: Class 28 contains 5183 members 
Mstep: Class 29 contains 24667 members 
Mstep: Class 30 contains 47116 members 
Mstep: Class 31 contains 666 members 
Mstep: Class 32 contains 27873 members 
Mstep: Class 33 contains 419 members 
Mstep: Class 34 contains 518 members 
Mstep: Class 35 contains 14918 members 
Mstep: Class 36 contains 781 members 
Mstep: Class 37 contains 617 members 
Mstep: Class 38 contains 35217 members 
Mstep: Class 39 contains 463 members 
Mstep: Class 40 contains 12779 members 
Mstep: Class 41 contains 1769 members 
Mstep: Class 42 contains 277 members 
Mstep: Class 43 contains 2466 members 
Mstep: Class 44 contains 27415 members 
Mstep: Class 45 contains 513 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 7375 members 
Mstep: Class 49 contains 277 members 
Mstep: Class 50 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84188344.000000 Penalty: 160985.656250
Iteration 83Q: 51 clusters Score -8.418834e+07 nChanged 17006
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 17704 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 43361 members 
Mstep: Class 6 contains 23333 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 12746 members 
Mstep: Class 10 contains 2065 members 
Mstep: Class 11 contains 5525 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 18588 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 16842 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 535 members 
Mstep: Class 22 contains 20601 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 2265 members 
Mstep: Class 26 contains 6800 members 
Mstep: Class 27 contains 199 members 
Mstep: Class 28 contains 5020 members 
Mstep: Class 29 contains 24307 members 
Mstep: Class 30 contains 46956 members 
Mstep: Class 31 contains 675 members 
Mstep: Class 32 contains 26380 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 15781 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 625 members 
Mstep: Class 38 contains 39558 members 
Mstep: Class 39 contains 471 members 
Mstep: Class 40 contains 12577 members 
Mstep: Class 41 contains 1759 members 
Mstep: Class 42 contains 282 members 
Mstep: Class 43 contains 2475 members 
Mstep: Class 44 contains 27835 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 1632 members 
Mstep: Class 47 contains 340 members 
Mstep: Class 48 contains 7499 members 
Mstep: Class 49 contains 280 members 
Mstep: Class 50 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84186896.000000 Penalty: 160985.656250
Iteration 84Q: 51 clusters Score -8.41869e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 17413 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 42786 members 
Mstep: Class 6 contains 23472 members 
Mstep: Class 7 contains 4286 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 12569 members 
Mstep: Class 10 contains 2076 members 
Mstep: Class 11 contains 5501 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 6631 members 
Mstep: Class 14 contains 18027 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 1951 members 
Mstep: Class 17 contains 18474 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 19484 members 
Mstep: Class 23 contains 1782 members 
Mstep: Class 24 contains 885 members 
Mstep: Class 25 contains 2290 members 
Mstep: Class 26 contains 6804 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4899 members 
Mstep: Class 29 contains 24058 members 
Mstep: Class 30 contains 46993 members 
Mstep: Class 31 contains 681 members 
Mstep: Class 32 contains 25692 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 16512 members 
Mstep: Class 36 contains 785 members 
Mstep: Class 37 contains 638 members 
Mstep: Class 38 contains 40356 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 12686 members 
Mstep: Class 41 contains 1747 members 
Mstep: Class 42 contains 290 members 
Mstep: Class 43 contains 2480 members 
Mstep: Class 44 contains 28663 members 
Mstep: Class 45 contains 525 members 
Mstep: Class 46 contains 1645 members 
Mstep: Class 47 contains 342 members 
Mstep: Class 48 contains 7611 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84187056.000000 Penalty: 160985.656250
Iteration 85Q: 51 clusters Score -8.418706e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 17062 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 42028 members 
Mstep: Class 6 contains 23548 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 12420 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 5494 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6611 members 
Mstep: Class 14 contains 17578 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 1962 members 
Mstep: Class 17 contains 20413 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 540 members 
Mstep: Class 22 contains 19096 members 
Mstep: Class 23 contains 1809 members 
Mstep: Class 24 contains 900 members 
Mstep: Class 25 contains 2306 members 
Mstep: Class 26 contains 6779 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 23855 members 
Mstep: Class 30 contains 46991 members 
Mstep: Class 31 contains 688 members 
Mstep: Class 32 contains 25378 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 17073 members 
Mstep: Class 36 contains 785 members 
Mstep: Class 37 contains 647 members 
Mstep: Class 38 contains 39600 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 12991 members 
Mstep: Class 41 contains 1737 members 
Mstep: Class 42 contains 292 members 
Mstep: Class 43 contains 2490 members 
Mstep: Class 44 contains 29570 members 
Mstep: Class 45 contains 531 members 
Mstep: Class 46 contains 1657 members 
Mstep: Class 47 contains 340 members 
Mstep: Class 48 contains 7687 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84188032.000000 Penalty: 160985.656250
Iteration 86Q: 51 clusters Score -8.418803e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 16686 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 41572 members 
Mstep: Class 6 contains 23075 members 
Mstep: Class 7 contains 4303 members 
Mstep: Class 8 contains 344 members 
Mstep: Class 9 contains 12341 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 5472 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 17213 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 22413 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 18906 members 
Mstep: Class 23 contains 1824 members 
Mstep: Class 24 contains 916 members 
Mstep: Class 25 contains 2326 members 
Mstep: Class 26 contains 6755 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 23644 members 
Mstep: Class 30 contains 47025 members 
Mstep: Class 31 contains 692 members 
Mstep: Class 32 contains 25050 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 519 members 
Mstep: Class 35 contains 17511 members 
Mstep: Class 36 contains 786 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 38802 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 13373 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 2496 members 
Mstep: Class 44 contains 30410 members 
Mstep: Class 45 contains 538 members 
Mstep: Class 46 contains 1668 members 
Mstep: Class 47 contains 337 members 
Mstep: Class 48 contains 7758 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84186896.000000 Penalty: 160985.656250
Iteration 87Q: 51 clusters Score -8.41869e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 16308 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 41390 members 
Mstep: Class 6 contains 22134 members 
Mstep: Class 7 contains 4313 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 12319 members 
Mstep: Class 10 contains 2099 members 
Mstep: Class 11 contains 5454 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6581 members 
Mstep: Class 14 contains 16929 members 
Mstep: Class 15 contains 5014 members 
Mstep: Class 16 contains 1989 members 
Mstep: Class 17 contains 24342 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 18795 members 
Mstep: Class 23 contains 1841 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 2337 members 
Mstep: Class 26 contains 6729 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4693 members 
Mstep: Class 29 contains 23423 members 
Mstep: Class 30 contains 47158 members 
Mstep: Class 31 contains 690 members 
Mstep: Class 32 contains 24747 members 
Mstep: Class 33 contains 407 members 
Mstep: Class 34 contains 521 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 787 members 
Mstep: Class 37 contains 656 members 
Mstep: Class 38 contains 38029 members 
Mstep: Class 39 contains 486 members 
Mstep: Class 40 contains 13759 members 
Mstep: Class 41 contains 1716 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 2513 members 
Mstep: Class 44 contains 31218 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 1679 members 
Mstep: Class 47 contains 339 members 
Mstep: Class 48 contains 7806 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84186256.000000 Penalty: 160985.656250
Iteration 88Q: 51 clusters Score -8.418626e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 15955 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 41061 members 
Mstep: Class 6 contains 21116 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 12347 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 5436 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 16690 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 2000 members 
Mstep: Class 17 contains 26146 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 18795 members 
Mstep: Class 23 contains 1858 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6703 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4636 members 
Mstep: Class 29 contains 23297 members 
Mstep: Class 30 contains 47283 members 
Mstep: Class 31 contains 685 members 
Mstep: Class 32 contains 24469 members 
Mstep: Class 33 contains 407 members 
Mstep: Class 34 contains 522 members 
Mstep: Class 35 contains 18059 members 
Mstep: Class 36 contains 787 members 
Mstep: Class 37 contains 659 members 
Mstep: Class 38 contains 37386 members 
Mstep: Class 39 contains 489 members 
Mstep: Class 40 contains 14145 members 
Mstep: Class 41 contains 1705 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 2526 members 
Mstep: Class 44 contains 31885 members 
Mstep: Class 45 contains 550 members 
Mstep: Class 46 contains 1681 members 
Mstep: Class 47 contains 339 members 
Mstep: Class 48 contains 7858 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84186008.000000 Penalty: 160985.656250
Iteration 89Q: 51 clusters Score -8.418601e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 15700 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 1665 members 
Mstep: Class 5 contains 40687 members 
Mstep: Class 6 contains 20210 members 
Mstep: Class 7 contains 4343 members 
Mstep: Class 8 contains 351 members 
Mstep: Class 9 contains 12393 members 
Mstep: Class 10 contains 2109 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 16491 members 
Mstep: Class 15 contains 5012 members 
Mstep: Class 16 contains 2005 members 
Mstep: Class 17 contains 27616 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 18925 members 
Mstep: Class 23 contains 1872 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6671 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4604 members 
Mstep: Class 29 contains 23201 members 
Mstep: Class 30 contains 47384 members 
Mstep: Class 31 contains 687 members 
Mstep: Class 32 contains 24264 members 
Mstep: Class 33 contains 407 members 
Mstep: Class 34 contains 523 members 
Mstep: Class 35 contains 18130 members 
Mstep: Class 36 contains 788 members 
Mstep: Class 37 contains 662 members 
Mstep: Class 38 contains 36813 members 
Mstep: Class 39 contains 493 members 
Mstep: Class 40 contains 14519 members 
Mstep: Class 41 contains 1696 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 2533 members 
Mstep: Class 44 contains 32511 members 
Mstep: Class 45 contains 553 members 
Mstep: Class 46 contains 1687 members 
Mstep: Class 47 contains 339 members 
Mstep: Class 48 contains 7884 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84185280.000000 Penalty: 160985.656250
Iteration 90Q: 51 clusters Score -8.418528e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 15484 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 40216 members 
Mstep: Class 6 contains 19853 members 
Mstep: Class 7 contains 4382 members 
Mstep: Class 8 contains 351 members 
Mstep: Class 9 contains 12441 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 5404 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 16339 members 
Mstep: Class 15 contains 5009 members 
Mstep: Class 16 contains 2007 members 
Mstep: Class 17 contains 28426 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19037 members 
Mstep: Class 23 contains 1889 members 
Mstep: Class 24 contains 949 members 
Mstep: Class 25 contains 2348 members 
Mstep: Class 26 contains 6632 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4558 members 
Mstep: Class 29 contains 23148 members 
Mstep: Class 30 contains 47436 members 
Mstep: Class 31 contains 688 members 
Mstep: Class 32 contains 24159 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 524 members 
Mstep: Class 35 contains 18143 members 
Mstep: Class 36 contains 788 members 
Mstep: Class 37 contains 662 members 
Mstep: Class 38 contains 36295 members 
Mstep: Class 39 contains 492 members 
Mstep: Class 40 contains 14871 members 
Mstep: Class 41 contains 1687 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 2552 members 
Mstep: Class 44 contains 33155 members 
Mstep: Class 45 contains 554 members 
Mstep: Class 46 contains 1695 members 
Mstep: Class 47 contains 340 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84185384.000000 Penalty: 160985.656250
Iteration 91Q: 51 clusters Score -8.418538e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 15324 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 39674 members 
Mstep: Class 6 contains 19966 members 
Mstep: Class 7 contains 4430 members 
Mstep: Class 8 contains 351 members 
Mstep: Class 9 contains 12543 members 
Mstep: Class 10 contains 2120 members 
Mstep: Class 11 contains 5373 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6558 members 
Mstep: Class 14 contains 16210 members 
Mstep: Class 15 contains 5010 members 
Mstep: Class 16 contains 2008 members 
Mstep: Class 17 contains 28759 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 19161 members 
Mstep: Class 23 contains 1902 members 
Mstep: Class 24 contains 953 members 
Mstep: Class 25 contains 2348 members 
Mstep: Class 26 contains 6603 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4514 members 
Mstep: Class 29 contains 23137 members 
Mstep: Class 30 contains 47543 members 
Mstep: Class 31 contains 690 members 
Mstep: Class 32 contains 24159 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 18090 members 
Mstep: Class 36 contains 788 members 
Mstep: Class 37 contains 660 members 
Mstep: Class 38 contains 35737 members 
Mstep: Class 39 contains 491 members 
Mstep: Class 40 contains 15175 members 
Mstep: Class 41 contains 1680 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 2560 members 
Mstep: Class 44 contains 33743 members 
Mstep: Class 45 contains 555 members 
Mstep: Class 46 contains 1702 members 
Mstep: Class 47 contains 340 members 
Mstep: Class 48 contains 7966 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84185648.000000 Penalty: 160985.656250
Iteration 92Q: 51 clusters Score -8.418565e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 15182 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1694 members 
Mstep: Class 5 contains 39190 members 
Mstep: Class 6 contains 20296 members 
Mstep: Class 7 contains 4466 members 
Mstep: Class 8 contains 351 members 
Mstep: Class 9 contains 12625 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 5353 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6562 members 
Mstep: Class 14 contains 16097 members 
Mstep: Class 15 contains 5010 members 
Mstep: Class 16 contains 2005 members 
Mstep: Class 17 contains 28916 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19243 members 
Mstep: Class 23 contains 1916 members 
Mstep: Class 24 contains 953 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 6564 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4478 members 
Mstep: Class 29 contains 23141 members 
Mstep: Class 30 contains 47666 members 
Mstep: Class 31 contains 694 members 
Mstep: Class 32 contains 24238 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 18016 members 
Mstep: Class 36 contains 788 members 
Mstep: Class 37 contains 660 members 
Mstep: Class 38 contains 35098 members 
Mstep: Class 39 contains 493 members 
Mstep: Class 40 contains 15451 members 
Mstep: Class 41 contains 1670 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 2569 members 
Mstep: Class 44 contains 34298 members 
Mstep: Class 45 contains 555 members 
Mstep: Class 46 contains 1707 members 
Mstep: Class 47 contains 340 members 
Mstep: Class 48 contains 7987 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84185608.000000 Penalty: 160985.656250
Iteration 93Q: 51 clusters Score -8.418561e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 15085 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 1703 members 
Mstep: Class 5 contains 38834 members 
Mstep: Class 6 contains 20644 members 
Mstep: Class 7 contains 4495 members 
Mstep: Class 8 contains 351 members 
Mstep: Class 9 contains 12722 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6558 members 
Mstep: Class 14 contains 16008 members 
Mstep: Class 15 contains 5006 members 
Mstep: Class 16 contains 2007 members 
Mstep: Class 17 contains 28923 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19241 members 
Mstep: Class 23 contains 1937 members 
Mstep: Class 24 contains 954 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 6528 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4459 members 
Mstep: Class 29 contains 23143 members 
Mstep: Class 30 contains 47772 members 
Mstep: Class 31 contains 695 members 
Mstep: Class 32 contains 24396 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 524 members 
Mstep: Class 35 contains 17909 members 
Mstep: Class 36 contains 788 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 34459 members 
Mstep: Class 39 contains 494 members 
Mstep: Class 40 contains 15691 members 
Mstep: Class 41 contains 1666 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 2576 members 
Mstep: Class 44 contains 34845 members 
Mstep: Class 45 contains 556 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 340 members 
Mstep: Class 48 contains 8009 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84185464.000000 Penalty: 160985.656250
Iteration 94Q: 51 clusters Score -8.418546e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 15023 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 38551 members 
Mstep: Class 6 contains 21003 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 8 contains 351 members 
Mstep: Class 9 contains 12858 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 5305 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6555 members 
Mstep: Class 14 contains 15965 members 
Mstep: Class 15 contains 5003 members 
Mstep: Class 16 contains 2010 members 
Mstep: Class 17 contains 28861 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 19218 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 956 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 6498 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4427 members 
Mstep: Class 29 contains 23112 members 
Mstep: Class 30 contains 47869 members 
Mstep: Class 31 contains 695 members 
Mstep: Class 32 contains 24571 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 17748 members 
Mstep: Class 36 contains 788 members 
Mstep: Class 37 contains 659 members 
Mstep: Class 38 contains 33847 members 
Mstep: Class 39 contains 495 members 
Mstep: Class 40 contains 15909 members 
Mstep: Class 41 contains 1658 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 2583 members 
Mstep: Class 44 contains 35351 members 
Mstep: Class 45 contains 557 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 340 members 
Mstep: Class 48 contains 8041 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84185528.000000 Penalty: 160985.656250
Iteration 95Q: 51 clusters Score -8.418553e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 14983 members 
Mstep: Class 3 contains 310 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 38239 members 
Mstep: Class 6 contains 21362 members 
Mstep: Class 7 contains 4551 members 
Mstep: Class 8 contains 352 members 
Mstep: Class 9 contains 12985 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 5274 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 15936 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 2016 members 
Mstep: Class 17 contains 28734 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 19144 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 956 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 6486 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4409 members 
Mstep: Class 29 contains 23088 members 
Mstep: Class 30 contains 47984 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 24774 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 17588 members 
Mstep: Class 36 contains 788 members 
Mstep: Class 37 contains 660 members 
Mstep: Class 38 contains 33303 members 
Mstep: Class 39 contains 497 members 
Mstep: Class 40 contains 16095 members 
Mstep: Class 41 contains 1652 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 35868 members 
Mstep: Class 45 contains 557 members 
Mstep: Class 46 contains 1717 members 
Mstep: Class 47 contains 340 members 
Mstep: Class 48 contains 8051 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84185736.000000 Penalty: 160985.656250
Iteration 96Q: 51 clusters Score -8.418574e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 14954 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 37984 members 
Mstep: Class 6 contains 21657 members 
Mstep: Class 7 contains 4573 members 
Mstep: Class 8 contains 354 members 
Mstep: Class 9 contains 13122 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 5248 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6536 members 
Mstep: Class 14 contains 15870 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 2026 members 
Mstep: Class 17 contains 28580 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 19067 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 956 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 6468 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4386 members 
Mstep: Class 29 contains 23075 members 
Mstep: Class 30 contains 48049 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 24943 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 17445 members 
Mstep: Class 36 contains 788 members 
Mstep: Class 37 contains 660 members 
Mstep: Class 38 contains 32834 members 
Mstep: Class 39 contains 502 members 
Mstep: Class 40 contains 16249 members 
Mstep: Class 41 contains 1642 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2584 members 
Mstep: Class 44 contains 36422 members 
Mstep: Class 45 contains 557 members 
Mstep: Class 46 contains 1719 members 
Mstep: Class 47 contains 340 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84185472.000000 Penalty: 160985.656250
Iteration 97Q: 51 clusters Score -8.418547e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 14938 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 37773 members 
Mstep: Class 6 contains 21892 members 
Mstep: Class 7 contains 4593 members 
Mstep: Class 8 contains 356 members 
Mstep: Class 9 contains 13274 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 5219 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6534 members 
Mstep: Class 14 contains 15830 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 2029 members 
Mstep: Class 17 contains 28383 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 18999 members 
Mstep: Class 23 contains 2012 members 
Mstep: Class 24 contains 956 members 
Mstep: Class 25 contains 2374 members 
Mstep: Class 26 contains 6454 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4359 members 
Mstep: Class 29 contains 23081 members 
Mstep: Class 30 contains 48101 members 
Mstep: Class 31 contains 704 members 
Mstep: Class 32 contains 25071 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 17300 members 
Mstep: Class 36 contains 789 members 
Mstep: Class 37 contains 657 members 
Mstep: Class 38 contains 32402 members 
Mstep: Class 39 contains 503 members 
Mstep: Class 40 contains 16365 members 
Mstep: Class 41 contains 1634 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 2589 members 
Mstep: Class 44 contains 36989 members 
Mstep: Class 45 contains 557 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 340 members 
Mstep: Class 48 contains 8096 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84185368.000000 Penalty: 160985.656250
Iteration 98Q: 51 clusters Score -8.418537e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 14923 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 37514 members 
Mstep: Class 6 contains 22097 members 
Mstep: Class 7 contains 4619 members 
Mstep: Class 8 contains 357 members 
Mstep: Class 9 contains 13406 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 5184 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 15819 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 2034 members 
Mstep: Class 17 contains 28228 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 18908 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 957 members 
Mstep: Class 25 contains 2375 members 
Mstep: Class 26 contains 6435 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4330 members 
Mstep: Class 29 contains 23087 members 
Mstep: Class 30 contains 48147 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 25220 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 17185 members 
Mstep: Class 36 contains 789 members 
Mstep: Class 37 contains 657 members 
Mstep: Class 38 contains 32042 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 16454 members 
Mstep: Class 41 contains 1623 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 2590 members 
Mstep: Class 44 contains 37507 members 
Mstep: Class 45 contains 558 members 
Mstep: Class 46 contains 1721 members 
Mstep: Class 47 contains 340 members 
Mstep: Class 48 contains 8121 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84185328.000000 Penalty: 160985.656250
Iteration 99Q: 51 clusters Score -8.418533e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 14926 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 37281 members 
Mstep: Class 6 contains 22273 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 13528 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 5162 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6542 members 
Mstep: Class 14 contains 15816 members 
Mstep: Class 15 contains 5002 members 
Mstep: Class 16 contains 2038 members 
Mstep: Class 17 contains 28199 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 18812 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 958 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 6400 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 4306 members 
Mstep: Class 29 contains 23096 members 
Mstep: Class 30 contains 48215 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 25285 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 17085 members 
Mstep: Class 36 contains 789 members 
Mstep: Class 37 contains 658 members 
Mstep: Class 38 contains 31658 members 
Mstep: Class 39 contains 508 members 
Mstep: Class 40 contains 16522 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 2594 members 
Mstep: Class 44 contains 38011 members 
Mstep: Class 45 contains 560 members 
Mstep: Class 46 contains 1717 members 
Mstep: Class 47 contains 340 members 
Mstep: Class 48 contains 8140 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84189184.000000 Penalty: 160985.656250
Iteration 100F: 51 clusters Score -8.418918e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 14928 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 37061 members 
Mstep: Class 6 contains 21057 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 359 members 
Mstep: Class 9 contains 13645 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 5144 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 14 contains 15714 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 2040 members 
Mstep: Class 17 contains 29640 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 17157 members 
Mstep: Class 23 contains 2082 members 
Mstep: Class 24 contains 959 members 
Mstep: Class 25 contains 2370 members 
Mstep: Class 26 contains 6377 members 
Mstep: Class 27 contains 203 members 
Mstep: Class 28 contains 4290 members 
Mstep: Class 29 contains 23025 members 
Mstep: Class 30 contains 48246 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 24905 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 17017 members 
Mstep: Class 36 contains 789 members 
Mstep: Class 37 contains 659 members 
Mstep: Class 38 contains 33481 members 
Mstep: Class 39 contains 511 members 
Mstep: Class 40 contains 16564 members 
Mstep: Class 41 contains 1608 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 2593 members 
Mstep: Class 44 contains 38527 members 
Mstep: Class 45 contains 567 members 
Mstep: Class 46 contains 1714 members 
Mstep: Class 47 contains 341 members 
Mstep: Class 48 contains 8156 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84186616.000000 Penalty: 160985.656250
Iteration 101Q: 51 clusters Score -8.418662e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 14935 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 36667 members 
Mstep: Class 6 contains 20390 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 13773 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 5138 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6545 members 
Mstep: Class 14 contains 15712 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 2040 members 
Mstep: Class 17 contains 30627 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 16204 members 
Mstep: Class 23 contains 2085 members 
Mstep: Class 24 contains 963 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 6354 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4270 members 
Mstep: Class 29 contains 23022 members 
Mstep: Class 30 contains 48297 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 24634 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 16936 members 
Mstep: Class 36 contains 789 members 
Mstep: Class 37 contains 658 members 
Mstep: Class 38 contains 34138 members 
Mstep: Class 39 contains 513 members 
Mstep: Class 40 contains 16608 members 
Mstep: Class 41 contains 1600 members 
Mstep: Class 42 contains 302 members 
Mstep: Class 43 contains 2599 members 
Mstep: Class 44 contains 39219 members 
Mstep: Class 45 contains 567 members 
Mstep: Class 46 contains 1712 members 
Mstep: Class 47 contains 342 members 
Mstep: Class 48 contains 8191 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84185768.000000 Penalty: 160985.656250
Iteration 102Q: 51 clusters Score -8.418577e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 14953 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 36038 members 
Mstep: Class 6 contains 20103 members 
Mstep: Class 7 contains 4728 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 13922 members 
Mstep: Class 10 contains 2147 members 
Mstep: Class 11 contains 5128 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 15677 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 31385 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 15712 members 
Mstep: Class 23 contains 2100 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 6336 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4262 members 
Mstep: Class 29 contains 23016 members 
Mstep: Class 30 contains 48374 members 
Mstep: Class 31 contains 697 members 
Mstep: Class 32 contains 24368 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 16871 members 
Mstep: Class 36 contains 789 members 
Mstep: Class 37 contains 658 members 
Mstep: Class 38 contains 34324 members 
Mstep: Class 39 contains 513 members 
Mstep: Class 40 contains 16591 members 
Mstep: Class 41 contains 1588 members 
Mstep: Class 42 contains 302 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 40021 members 
Mstep: Class 45 contains 570 members 
Mstep: Class 46 contains 1709 members 
Mstep: Class 47 contains 342 members 
Mstep: Class 48 contains 8203 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84185232.000000 Penalty: 160985.656250
Iteration 103Q: 51 clusters Score -8.418523e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 14984 members 
Mstep: Class 3 contains 309 members 
Mstep: Class 4 contains 1775 members 
Mstep: Class 5 contains 35182 members 
Mstep: Class 6 contains 20026 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14056 members 
Mstep: Class 10 contains 2147 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 15608 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 32095 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 308 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 15487 members 
Mstep: Class 23 contains 2113 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2370 members 
Mstep: Class 26 contains 6326 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4250 members 
Mstep: Class 29 contains 23003 members 
Mstep: Class 30 contains 48447 members 
Mstep: Class 31 contains 693 members 
Mstep: Class 32 contains 23951 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16833 members 
Mstep: Class 36 contains 789 members 
Mstep: Class 37 contains 658 members 
Mstep: Class 38 contains 34256 members 
Mstep: Class 39 contains 513 members 
Mstep: Class 40 contains 16574 members 
Mstep: Class 41 contains 1580 members 
Mstep: Class 42 contains 304 members 
Mstep: Class 43 contains 2612 members 
Mstep: Class 44 contains 41004 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 1701 members 
Mstep: Class 47 contains 342 members 
Mstep: Class 48 contains 8236 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84183768.000000 Penalty: 160985.656250
Iteration 104Q: 51 clusters Score -8.418377e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 15014 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 34264 members 
Mstep: Class 6 contains 20147 members 
Mstep: Class 7 contains 4745 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14176 members 
Mstep: Class 10 contains 2148 members 
Mstep: Class 11 contains 5116 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 6548 members 
Mstep: Class 14 contains 15585 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 32647 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 15407 members 
Mstep: Class 23 contains 2123 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 2373 members 
Mstep: Class 26 contains 6292 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4235 members 
Mstep: Class 29 contains 23003 members 
Mstep: Class 30 contains 48560 members 
Mstep: Class 31 contains 693 members 
Mstep: Class 32 contains 23410 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16805 members 
Mstep: Class 36 contains 789 members 
Mstep: Class 37 contains 657 members 
Mstep: Class 38 contains 34036 members 
Mstep: Class 39 contains 513 members 
Mstep: Class 40 contains 16579 members 
Mstep: Class 41 contains 1577 members 
Mstep: Class 42 contains 304 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 42033 members 
Mstep: Class 45 contains 572 members 
Mstep: Class 46 contains 1697 members 
Mstep: Class 47 contains 342 members 
Mstep: Class 48 contains 8244 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84182848.000000 Penalty: 160985.656250
Iteration 105Q: 51 clusters Score -8.418285e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 15028 members 
Mstep: Class 3 contains 310 members 
Mstep: Class 4 contains 1779 members 
Mstep: Class 5 contains 33339 members 
Mstep: Class 6 contains 20418 members 
Mstep: Class 7 contains 4750 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14299 members 
Mstep: Class 10 contains 2148 members 
Mstep: Class 11 contains 5114 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 15583 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 2054 members 
Mstep: Class 17 contains 33118 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 15455 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 6279 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4230 members 
Mstep: Class 29 contains 23024 members 
Mstep: Class 30 contains 48646 members 
Mstep: Class 31 contains 694 members 
Mstep: Class 32 contains 22832 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16798 members 
Mstep: Class 36 contains 790 members 
Mstep: Class 37 contains 657 members 
Mstep: Class 38 contains 33769 members 
Mstep: Class 39 contains 512 members 
Mstep: Class 40 contains 16559 members 
Mstep: Class 41 contains 1570 members 
Mstep: Class 42 contains 305 members 
Mstep: Class 43 contains 2618 members 
Mstep: Class 44 contains 42921 members 
Mstep: Class 45 contains 571 members 
Mstep: Class 46 contains 1695 members 
Mstep: Class 47 contains 343 members 
Mstep: Class 48 contains 8260 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84182272.000000 Penalty: 160985.656250
Iteration 106Q: 51 clusters Score -8.418227e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1780 members 
Mstep: Class 5 contains 32505 members 
Mstep: Class 6 contains 20677 members 
Mstep: Class 7 contains 4762 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14399 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 5098 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 14 contains 15604 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 33434 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 15607 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 6264 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4212 members 
Mstep: Class 29 contains 23066 members 
Mstep: Class 30 contains 48726 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 22411 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16803 members 
Mstep: Class 36 contains 792 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 33602 members 
Mstep: Class 39 contains 513 members 
Mstep: Class 40 contains 16545 members 
Mstep: Class 41 contains 1568 members 
Mstep: Class 42 contains 305 members 
Mstep: Class 43 contains 2617 members 
Mstep: Class 44 contains 43480 members 
Mstep: Class 45 contains 572 members 
Mstep: Class 46 contains 1695 members 
Mstep: Class 47 contains 345 members 
Mstep: Class 48 contains 8268 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84181648.000000 Penalty: 160985.656250
Iteration 107Q: 51 clusters Score -8.418165e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 15059 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1781 members 
Mstep: Class 5 contains 31802 members 
Mstep: Class 6 contains 20979 members 
Mstep: Class 7 contains 4775 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14503 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 15623 members 
Mstep: Class 15 contains 4983 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 33626 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 15833 members 
Mstep: Class 23 contains 2152 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2356 members 
Mstep: Class 26 contains 6252 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4210 members 
Mstep: Class 29 contains 23084 members 
Mstep: Class 30 contains 48798 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 22257 members 
Mstep: Class 33 contains 407 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16802 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 656 members 
Mstep: Class 38 contains 33511 members 
Mstep: Class 39 contains 516 members 
Mstep: Class 40 contains 16516 members 
Mstep: Class 41 contains 1564 members 
Mstep: Class 42 contains 305 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 43604 members 
Mstep: Class 45 contains 572 members 
Mstep: Class 46 contains 1700 members 
Mstep: Class 47 contains 348 members 
Mstep: Class 48 contains 8279 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84181768.000000 Penalty: 160985.656250
Iteration 108Q: 51 clusters Score -8.418177e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 15074 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1779 members 
Mstep: Class 5 contains 31212 members 
Mstep: Class 6 contains 21335 members 
Mstep: Class 7 contains 4788 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14587 members 
Mstep: Class 10 contains 2160 members 
Mstep: Class 11 contains 5077 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6536 members 
Mstep: Class 14 contains 15636 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 2080 members 
Mstep: Class 17 contains 33669 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 16187 members 
Mstep: Class 23 contains 2164 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6234 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4216 members 
Mstep: Class 29 contains 23106 members 
Mstep: Class 30 contains 48906 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 22316 members 
Mstep: Class 33 contains 406 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16822 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 657 members 
Mstep: Class 38 contains 33550 members 
Mstep: Class 39 contains 520 members 
Mstep: Class 40 contains 16490 members 
Mstep: Class 41 contains 1562 members 
Mstep: Class 42 contains 305 members 
Mstep: Class 43 contains 2606 members 
Mstep: Class 44 contains 43264 members 
Mstep: Class 45 contains 573 members 
Mstep: Class 46 contains 1699 members 
Mstep: Class 47 contains 351 members 
Mstep: Class 48 contains 8293 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84181728.000000 Penalty: 160985.656250
Iteration 109Q: 51 clusters Score -8.418173e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 15082 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1777 members 
Mstep: Class 5 contains 30703 members 
Mstep: Class 6 contains 21751 members 
Mstep: Class 7 contains 4798 members 
Mstep: Class 8 contains 359 members 
Mstep: Class 9 contains 14652 members 
Mstep: Class 10 contains 2163 members 
Mstep: Class 11 contains 5067 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6534 members 
Mstep: Class 14 contains 15641 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 2092 members 
Mstep: Class 17 contains 33575 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 16605 members 
Mstep: Class 23 contains 2179 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6216 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4211 members 
Mstep: Class 29 contains 23147 members 
Mstep: Class 30 contains 48954 members 
Mstep: Class 31 contains 703 members 
Mstep: Class 32 contains 22482 members 
Mstep: Class 33 contains 406 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16841 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 658 members 
Mstep: Class 38 contains 33655 members 
Mstep: Class 39 contains 526 members 
Mstep: Class 40 contains 16483 members 
Mstep: Class 41 contains 1558 members 
Mstep: Class 42 contains 306 members 
Mstep: Class 43 contains 2602 members 
Mstep: Class 44 contains 42732 members 
Mstep: Class 45 contains 573 members 
Mstep: Class 46 contains 1701 members 
Mstep: Class 47 contains 353 members 
Mstep: Class 48 contains 8312 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84182072.000000 Penalty: 160985.656250
Iteration 110Q: 51 clusters Score -8.418207e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 15100 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 30277 members 
Mstep: Class 6 contains 22184 members 
Mstep: Class 7 contains 4809 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 14702 members 
Mstep: Class 10 contains 2162 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6535 members 
Mstep: Class 14 contains 15642 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 33334 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 17059 members 
Mstep: Class 23 contains 2187 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 2349 members 
Mstep: Class 26 contains 6211 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4216 members 
Mstep: Class 29 contains 23189 members 
Mstep: Class 30 contains 49038 members 
Mstep: Class 31 contains 704 members 
Mstep: Class 32 contains 22675 members 
Mstep: Class 33 contains 407 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16834 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 658 members 
Mstep: Class 38 contains 33851 members 
Mstep: Class 39 contains 538 members 
Mstep: Class 40 contains 16506 members 
Mstep: Class 41 contains 1556 members 
Mstep: Class 42 contains 306 members 
Mstep: Class 43 contains 2597 members 
Mstep: Class 44 contains 42062 members 
Mstep: Class 45 contains 573 members 
Mstep: Class 46 contains 1706 members 
Mstep: Class 47 contains 353 members 
Mstep: Class 48 contains 8333 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84183088.000000 Penalty: 160985.656250
Iteration 111Q: 51 clusters Score -8.418309e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 15105 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1777 members 
Mstep: Class 5 contains 29919 members 
Mstep: Class 6 contains 22668 members 
Mstep: Class 7 contains 4828 members 
Mstep: Class 8 contains 356 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 2165 members 
Mstep: Class 11 contains 5044 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 15667 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 17 contains 32972 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 17512 members 
Mstep: Class 23 contains 2192 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 2349 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4221 members 
Mstep: Class 29 contains 23216 members 
Mstep: Class 30 contains 49070 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 22939 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16831 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 658 members 
Mstep: Class 38 contains 34074 members 
Mstep: Class 39 contains 539 members 
Mstep: Class 40 contains 16522 members 
Mstep: Class 41 contains 1556 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2601 members 
Mstep: Class 44 contains 41360 members 
Mstep: Class 45 contains 572 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 354 members 
Mstep: Class 48 contains 8356 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84183944.000000 Penalty: 160985.656250
Iteration 112Q: 51 clusters Score -8.418394e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 15111 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1774 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14810 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 5044 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 15689 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 2124 members 
Mstep: Class 17 contains 32479 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 18051 members 
Mstep: Class 23 contains 2195 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 2350 members 
Mstep: Class 26 contains 6170 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4219 members 
Mstep: Class 29 contains 23257 members 
Mstep: Class 30 contains 49123 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 23210 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16843 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 658 members 
Mstep: Class 38 contains 34251 members 
Mstep: Class 39 contains 537 members 
Mstep: Class 40 contains 16495 members 
Mstep: Class 41 contains 1556 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2604 members 
Mstep: Class 44 contains 40684 members 
Mstep: Class 45 contains 571 members 
Mstep: Class 46 contains 1713 members 
Mstep: Class 47 contains 357 members 
Mstep: Class 48 contains 8372 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84184680.000000 Penalty: 160985.656250
Iteration 113Q: 51 clusters Score -8.418468e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 15113 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1772 members 
Mstep: Class 5 contains 29375 members 
Mstep: Class 6 contains 23645 members 
Mstep: Class 7 contains 4842 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14872 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 5043 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 6523 members 
Mstep: Class 14 contains 15727 members 
Mstep: Class 15 contains 4981 members 
Mstep: Class 16 contains 2135 members 
Mstep: Class 17 contains 31881 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 18602 members 
Mstep: Class 23 contains 2196 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6163 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4214 members 
Mstep: Class 29 contains 23267 members 
Mstep: Class 30 contains 49183 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 23513 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16844 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 659 members 
Mstep: Class 38 contains 34434 members 
Mstep: Class 39 contains 538 members 
Mstep: Class 40 contains 16490 members 
Mstep: Class 41 contains 1554 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2609 members 
Mstep: Class 44 contains 40006 members 
Mstep: Class 45 contains 570 members 
Mstep: Class 46 contains 1713 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 8390 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84184736.000000 Penalty: 160985.656250
Iteration 114Q: 51 clusters Score -8.418474e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 15119 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 29165 members 
Mstep: Class 6 contains 24180 members 
Mstep: Class 7 contains 4858 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 14924 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 5043 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6532 members 
Mstep: Class 14 contains 15777 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 31189 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 19175 members 
Mstep: Class 23 contains 2198 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6160 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4214 members 
Mstep: Class 29 contains 23267 members 
Mstep: Class 30 contains 49199 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 23856 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16836 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 34574 members 
Mstep: Class 39 contains 537 members 
Mstep: Class 40 contains 16498 members 
Mstep: Class 41 contains 1549 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2606 members 
Mstep: Class 44 contains 39359 members 
Mstep: Class 45 contains 570 members 
Mstep: Class 46 contains 1713 members 
Mstep: Class 47 contains 361 members 
Mstep: Class 48 contains 8399 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84185280.000000 Penalty: 160985.656250
Iteration 115Q: 51 clusters Score -8.418528e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 15122 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 28964 members 
Mstep: Class 6 contains 24769 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 14956 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 5038 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6534 members 
Mstep: Class 14 contains 15841 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 2146 members 
Mstep: Class 17 contains 30462 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 19726 members 
Mstep: Class 23 contains 2201 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6152 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4213 members 
Mstep: Class 29 contains 23277 members 
Mstep: Class 30 contains 49220 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 24220 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 527 members 
Mstep: Class 35 contains 16845 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 663 members 
Mstep: Class 38 contains 34642 members 
Mstep: Class 39 contains 542 members 
Mstep: Class 40 contains 16486 members 
Mstep: Class 41 contains 1548 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2606 members 
Mstep: Class 44 contains 38754 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 1712 members 
Mstep: Class 47 contains 361 members 
Mstep: Class 48 contains 8404 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84185592.000000 Penalty: 160985.656250
Iteration 116Q: 51 clusters Score -8.418559e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 15126 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 5 contains 28846 members 
Mstep: Class 6 contains 25424 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14991 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 5031 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6533 members 
Mstep: Class 14 contains 15922 members 
Mstep: Class 15 contains 4987 members 
Mstep: Class 16 contains 2149 members 
Mstep: Class 17 contains 29662 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 20238 members 
Mstep: Class 23 contains 2206 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 2352 members 
Mstep: Class 26 contains 6147 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4211 members 
Mstep: Class 29 contains 23301 members 
Mstep: Class 30 contains 49217 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 24658 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 527 members 
Mstep: Class 35 contains 16846 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 665 members 
Mstep: Class 38 contains 34707 members 
Mstep: Class 39 contains 548 members 
Mstep: Class 40 contains 16470 members 
Mstep: Class 41 contains 1541 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2613 members 
Mstep: Class 44 contains 38057 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 361 members 
Mstep: Class 48 contains 8425 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84186128.000000 Penalty: 160985.656250
Iteration 117Q: 51 clusters Score -8.418613e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 15117 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 28708 members 
Mstep: Class 6 contains 26114 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 15031 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6535 members 
Mstep: Class 14 contains 16031 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 2150 members 
Mstep: Class 17 contains 28860 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 20702 members 
Mstep: Class 23 contains 2209 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4206 members 
Mstep: Class 29 contains 23313 members 
Mstep: Class 30 contains 49214 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 25053 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16849 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 666 members 
Mstep: Class 38 contains 34815 members 
Mstep: Class 39 contains 549 members 
Mstep: Class 40 contains 16466 members 
Mstep: Class 41 contains 1537 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 37400 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 362 members 
Mstep: Class 48 contains 8440 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84186456.000000 Penalty: 160985.656250
Iteration 118Q: 51 clusters Score -8.418646e+07 nChanged 5336
Entering ConstructFrom: 
Score: -84186456.000000 Penalty: 160985.656250
Entering ConstructFrom: 
Trying to split cluster 1 (13894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Entering Unmasked Estep 
Score: -2713720.500000 Penalty: 2365.724609
	Iteration 0F: 2 clusters Score -2713720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2703555.750000 Penalty: 4731.449219
	Iteration 0F: 3 clusters Score -2703556 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2706541.750000 Penalty: 4731.449219
	Iteration 1F: 3 clusters Score -2706542 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2706846.000000 Penalty: 4731.449219
	Iteration 2F: 3 clusters Score -2706846 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2707067.000000 Penalty: 4731.449219
	Iteration 3Q: 3 clusters Score -2707067 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2707212.500000 Penalty: 4731.449219
	Iteration 4Q: 3 clusters Score -2707212 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2707340.250000 Penalty: 4731.449219
	Iteration 5Q: 3 clusters Score -2707340 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2707435.750000 Penalty: 4731.449219
	Iteration 6Q: 3 clusters Score -2707436 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2707526.000000 Penalty: 4731.449219
	Iteration 7Q: 3 clusters Score -2707526 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2707619.250000 Penalty: 4731.449219
	Iteration 8Q: 3 clusters Score -2707619 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2707703.000000 Penalty: 4731.449219
	Iteration 9Q: 3 clusters Score -2707703 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2707809.000000 Penalty: 4731.449219
	Iteration 10Q: 3 clusters Score -2707809 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2707921.750000 Penalty: 4731.449219
	Iteration 11Q: 3 clusters Score -2707922 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2708060.250000 Penalty: 4731.449219
	Iteration 12Q: 3 clusters Score -2708060 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2708232.500000 Penalty: 4731.449219
	Iteration 13Q: 3 clusters Score -2708232 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2708491.250000 Penalty: 4731.449219
	Iteration 14Q: 3 clusters Score -2708491 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2708837.500000 Penalty: 4731.449219
	Iteration 15Q: 3 clusters Score -2708838 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2709240.250000 Penalty: 4731.449219
	Iteration 16Q: 3 clusters Score -2709240 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2709694.250000 Penalty: 4731.449219
	Iteration 17Q: 3 clusters Score -2709694 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2710176.500000 Penalty: 4731.449219
	Iteration 18Q: 3 clusters Score -2710176 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2710601.500000 Penalty: 4731.449219
	Iteration 19Q: 3 clusters Score -2710602 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2710953.500000 Penalty: 4731.449219
	Iteration 20F: 3 clusters Score -2710954 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2711180.750000 Penalty: 4731.449219
	Iteration 21Q: 3 clusters Score -2711181 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2711322.750000 Penalty: 4731.449219
	Iteration 22Q: 3 clusters Score -2711323 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2711437.000000 Penalty: 4731.449219
	Iteration 23Q: 3 clusters Score -2711437 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2711501.500000 Penalty: 4731.449219
	Iteration 24Q: 3 clusters Score -2711502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2711540.500000 Penalty: 4731.449219
	Iteration 25Q: 3 clusters Score -2711540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2711579.000000 Penalty: 4731.449219
	Iteration 26Q: 3 clusters Score -2711579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2711601.000000 Penalty: 4731.449219
	Iteration 27Q: 3 clusters Score -2711601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2711607.000000 Penalty: 4731.449219
	Iteration 28Q: 3 clusters Score -2711607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2711616.750000 Penalty: 4731.449219
	Iteration 29Q: 3 clusters Score -2711617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2711623.500000 Penalty: 4731.449219
	Iteration 30Q: 3 clusters Score -2711624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2711625.250000 Penalty: 4731.449219
	Iteration 31Q: 3 clusters Score -2711625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2711629.750000 Penalty: 4731.449219
	Iteration 32Q: 3 clusters Score -2711630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2711644.000000 Penalty: 4731.449219
	Iteration 33Q: 3 clusters Score -2711644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2711659.750000 Penalty: 4731.449219
	Iteration 34Q: 3 clusters Score -2711660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2711657.750000 Penalty: 4731.449219
	Iteration 35Q: 3 clusters Score -2711658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2711661.500000 Penalty: 4731.449219
	Iteration 36Q: 3 clusters Score -2711662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2711664.000000 Penalty: 4731.449219
	Iteration 37Q: 3 clusters Score -2711664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2711665.250000 Penalty: 4731.449219
	Iteration 38Q: 3 clusters Score -2711665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2711665.250000 Penalty: 4731.449219
	Iteration 39F: 3 clusters Score -2711665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Entering Unmasked Estep 
Score: -3238683.000000 Penalty: 2386.499023
	Iteration 0F: 2 clusters Score -3238683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3228464.250000 Penalty: 4772.998047
	Iteration 0F: 3 clusters Score -3228464 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -3232016.000000 Penalty: 4772.998047
	Iteration 1F: 3 clusters Score -3232016 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3232423.000000 Penalty: 4772.998047
	Iteration 2F: 3 clusters Score -3232423 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -3232802.250000 Penalty: 4772.998047
	Iteration 3Q: 3 clusters Score -3232802 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3233167.000000 Penalty: 4772.998047
	Iteration 4Q: 3 clusters Score -3233167 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3233615.000000 Penalty: 4772.998047
	Iteration 5Q: 3 clusters Score -3233615 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3234088.500000 Penalty: 4772.998047
	Iteration 6Q: 3 clusters Score -3234088 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3234580.500000 Penalty: 4772.998047
	Iteration 7Q: 3 clusters Score -3234580 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3235001.000000 Penalty: 4772.998047
	Iteration 8Q: 3 clusters Score -3235001 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3235395.250000 Penalty: 4772.998047
	Iteration 9Q: 3 clusters Score -3235395 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -3235704.750000 Penalty: 4772.998047
	Iteration 10Q: 3 clusters Score -3235705 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3235965.750000 Penalty: 4772.998047
	Iteration 11Q: 3 clusters Score -3235966 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3236179.250000 Penalty: 4772.998047
	Iteration 12Q: 3 clusters Score -3236179 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3236358.250000 Penalty: 4772.998047
	Iteration 13Q: 3 clusters Score -3236358 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3236490.750000 Penalty: 4772.998047
	Iteration 14Q: 3 clusters Score -3236491 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3236600.750000 Penalty: 4772.998047
	Iteration 15Q: 3 clusters Score -3236601 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3236688.250000 Penalty: 4772.998047
	Iteration 16Q: 3 clusters Score -3236688 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3236757.250000 Penalty: 4772.998047
	Iteration 17Q: 3 clusters Score -3236757 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3236844.250000 Penalty: 4772.998047
	Iteration 18Q: 3 clusters Score -3236844 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3236920.750000 Penalty: 4772.998047
	Iteration 19Q: 3 clusters Score -3236921 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3236967.250000 Penalty: 4772.998047
	Iteration 20F: 3 clusters Score -3236967 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -3237032.750000 Penalty: 4772.998047
	Iteration 21Q: 3 clusters Score -3237033 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3237087.500000 Penalty: 4772.998047
	Iteration 22Q: 3 clusters Score -3237088 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3237120.250000 Penalty: 4772.998047
	Iteration 23Q: 3 clusters Score -3237120 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3237152.250000 Penalty: 4772.998047
	Iteration 24Q: 3 clusters Score -3237152 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -3237177.750000 Penalty: 4772.998047
	Iteration 25Q: 3 clusters Score -3237178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3237182.500000 Penalty: 4772.998047
	Iteration 26Q: 3 clusters Score -3237182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -3237181.250000 Penalty: 4772.998047
	Iteration 27Q: 3 clusters Score -3237181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3237187.000000 Penalty: 4772.998047
	Iteration 28Q: 3 clusters Score -3237187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3237192.000000 Penalty: 4772.998047
	Iteration 29Q: 3 clusters Score -3237192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3237198.250000 Penalty: 4772.998047
	Iteration 30Q: 3 clusters Score -3237198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3237194.500000 Penalty: 4772.998047
	Iteration 31Q: 3 clusters Score -3237194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3237196.750000 Penalty: 4772.998047
	Iteration 32Q: 3 clusters Score -3237197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3237195.000000 Penalty: 4772.998047
	Iteration 33Q: 3 clusters Score -3237195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -3237203.500000 Penalty: 4772.998047
	Iteration 34Q: 3 clusters Score -3237204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3237201.500000 Penalty: 4772.998047
	Iteration 35Q: 3 clusters Score -3237202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3237202.000000 Penalty: 4772.998047
	Iteration 36Q: 3 clusters Score -3237202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3237211.000000 Penalty: 4772.998047
	Iteration 37Q: 3 clusters Score -3237211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -3237206.000000 Penalty: 4772.998047
	Iteration 38Q: 3 clusters Score -3237206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3237208.500000 Penalty: 4772.998047
	Iteration 39Q: 3 clusters Score -3237208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3237211.750000 Penalty: 4772.998047
	Iteration 40F: 3 clusters Score -3237212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3237213.250000 Penalty: 4772.998047
	Iteration 41Q: 3 clusters Score -3237213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3237211.000000 Penalty: 4772.998047
	Iteration 42Q: 3 clusters Score -3237211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3237208.250000 Penalty: 4772.998047
	Iteration 43Q: 3 clusters Score -3237208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3237208.500000 Penalty: 4772.998047
	Iteration 44Q: 3 clusters Score -3237208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3237212.750000 Penalty: 4772.998047
	Iteration 45Q: 3 clusters Score -3237213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3237207.500000 Penalty: 4772.998047
	Iteration 46Q: 3 clusters Score -3237208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3237208.000000 Penalty: 4772.998047
	Iteration 47Q: 3 clusters Score -3237208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3237215.250000 Penalty: 4772.998047
	Iteration 48Q: 3 clusters Score -3237215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3237226.750000 Penalty: 4772.998047
	Iteration 49Q: 3 clusters Score -3237227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3237224.750000 Penalty: 4772.998047
	Iteration 50Q: 3 clusters Score -3237225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -3237226.250000 Penalty: 4772.998047
	Iteration 51Q: 3 clusters Score -3237226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3237221.500000 Penalty: 4772.998047
	Iteration 52Q: 3 clusters Score -3237222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -3237219.000000 Penalty: 4772.998047
	Iteration 53Q: 3 clusters Score -3237219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3237223.500000 Penalty: 4772.998047
	Iteration 54Q: 3 clusters Score -3237224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3237227.750000 Penalty: 4772.998047
	Iteration 55Q: 3 clusters Score -3237228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3237229.750000 Penalty: 4772.998047
	Iteration 56Q: 3 clusters Score -3237230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -3237231.500000 Penalty: 4772.998047
	Iteration 57Q: 3 clusters Score -3237232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -3237229.750000 Penalty: 4772.998047
	Iteration 58Q: 3 clusters Score -3237230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -3237229.750000 Penalty: 4772.998047
	Iteration 59F: 3 clusters Score -3237230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -52113.644531 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -52113.64 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 144 members 
Entering Unmasked Estep 
Score: -50813.878906 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -50813.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50934.175781 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -50934.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50981.882812 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -50981.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51003.683594 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -51003.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51003.683594 Penalty: 2837.274658
	Iteration 4F: 3 clusters Score -51003.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -300550.562500 Penalty: 1852.191406
	Iteration 0F: 2 clusters Score -300550.6 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 883 members 
Entering Unmasked Estep 
Score: -298177.062500 Penalty: 3704.382812
	Iteration 0F: 3 clusters Score -298177.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -299110.031250 Penalty: 3704.382812
	Iteration 1F: 3 clusters Score -299110 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -299790.125000 Penalty: 3704.382812
	Iteration 2F: 3 clusters Score -299790.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -300334.031250 Penalty: 3704.382812
	Iteration 3F: 3 clusters Score -300334 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -300564.156250 Penalty: 3704.382812
	Iteration 4F: 3 clusters Score -300564.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -300629.406250 Penalty: 3704.382812
	Iteration 5Q: 3 clusters Score -300629.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -300658.437500 Penalty: 3704.382812
	Iteration 6Q: 3 clusters Score -300658.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -300678.718750 Penalty: 3704.382812
	Iteration 7Q: 3 clusters Score -300678.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -300690.625000 Penalty: 3704.382812
	Iteration 8Q: 3 clusters Score -300690.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -300703.781250 Penalty: 3704.382812
	Iteration 9Q: 3 clusters Score -300703.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -300711.281250 Penalty: 3704.382812
	Iteration 10Q: 3 clusters Score -300711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -300718.000000 Penalty: 3704.382812
	Iteration 11Q: 3 clusters Score -300718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -300722.750000 Penalty: 3704.382812
	Iteration 12Q: 3 clusters Score -300722.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -300731.000000 Penalty: 3704.382812
	Iteration 13Q: 3 clusters Score -300731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -300734.031250 Penalty: 3704.382812
	Iteration 14Q: 3 clusters Score -300734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -300736.375000 Penalty: 3704.382812
	Iteration 15Q: 3 clusters Score -300736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -300737.093750 Penalty: 3704.382812
	Iteration 16Q: 3 clusters Score -300737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -300737.562500 Penalty: 3704.382812
	Iteration 17Q: 3 clusters Score -300737.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -300737.562500 Penalty: 3704.382812
	Iteration 18F: 3 clusters Score -300737.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 28565 members 
Mstep: Class 6 contains 26855 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 15074 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 16166 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 28068 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 21225 members 
Mstep: Class 23 contains 2210 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4208 members 
Mstep: Class 29 contains 23369 members 
Mstep: Class 30 contains 49194 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 25404 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16853 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 670 members 
Mstep: Class 38 contains 34921 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 16426 members 
Mstep: Class 41 contains 1528 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 36662 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 1710 members 
Mstep: Class 47 contains 364 members 
Mstep: Class 48 contains 8449 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 976 members 
Mstep: Class 51 contains 1101 members 
Entering Unmasked Estep 
Score: -84185088.000000 Penalty: 164205.375000
Splitting cluster 4 changes total score from -84186456.000000 to -84185088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (28565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Entering Unmasked Estep 
Score: -5581213.000000 Penalty: 2544.464355
	Iteration 0F: 2 clusters Score -5581213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -5563390.000000 Penalty: 5088.928711
	Iteration 0F: 3 clusters Score -5563390 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -5570293.500000 Penalty: 5088.928711
	Iteration 1F: 3 clusters Score -5570294 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -5570935.000000 Penalty: 5088.928711
	Iteration 2F: 3 clusters Score -5570935 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -5571770.500000 Penalty: 5088.928711
	Iteration 3F: 3 clusters Score -5571770 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -5572793.000000 Penalty: 5088.928711
	Iteration 4F: 3 clusters Score -5572793 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -5574207.500000 Penalty: 5088.928711
	Iteration 5F: 3 clusters Score -5574208 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -5576000.000000 Penalty: 5088.928711
	Iteration 6F: 3 clusters Score -5576000 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -5577767.000000 Penalty: 5088.928711
	Iteration 7F: 3 clusters Score -5577767 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -5578948.000000 Penalty: 5088.928711
	Iteration 8F: 3 clusters Score -5578948 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -5579333.500000 Penalty: 5088.928711
	Iteration 9Q: 3 clusters Score -5579334 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -5579484.500000 Penalty: 5088.928711
	Iteration 10Q: 3 clusters Score -5579484 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -5579618.500000 Penalty: 5088.928711
	Iteration 11Q: 3 clusters Score -5579618 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5579656.500000 Penalty: 5088.928711
	Iteration 12Q: 3 clusters Score -5579656 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -5579719.000000 Penalty: 5088.928711
	Iteration 13Q: 3 clusters Score -5579719 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5579721.000000 Penalty: 5088.928711
	Iteration 14Q: 3 clusters Score -5579721 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5579646.000000 Penalty: 5088.928711
	Iteration 15Q: 3 clusters Score -5579646 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5579558.500000 Penalty: 5088.928711
	Iteration 16Q: 3 clusters Score -5579558 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5579508.000000 Penalty: 5088.928711
	Iteration 17Q: 3 clusters Score -5579508 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5579406.500000 Penalty: 5088.928711
	Iteration 18Q: 3 clusters Score -5579406 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5579358.000000 Penalty: 5088.928711
	Iteration 19Q: 3 clusters Score -5579358 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5579368.500000 Penalty: 5088.928711
	Iteration 20F: 3 clusters Score -5579368 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5579304.500000 Penalty: 5088.928711
	Iteration 21Q: 3 clusters Score -5579304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5579282.500000 Penalty: 5088.928711
	Iteration 22Q: 3 clusters Score -5579282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5579264.000000 Penalty: 5088.928711
	Iteration 23Q: 3 clusters Score -5579264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5579282.500000 Penalty: 5088.928711
	Iteration 24Q: 3 clusters Score -5579282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5579294.500000 Penalty: 5088.928711
	Iteration 25Q: 3 clusters Score -5579294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5579292.000000 Penalty: 5088.928711
	Iteration 26Q: 3 clusters Score -5579292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5579295.000000 Penalty: 5088.928711
	Iteration 27Q: 3 clusters Score -5579295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5579303.500000 Penalty: 5088.928711
	Iteration 28Q: 3 clusters Score -5579304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5579301.500000 Penalty: 5088.928711
	Iteration 29Q: 3 clusters Score -5579302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5579299.000000 Penalty: 5088.928711
	Iteration 30Q: 3 clusters Score -5579299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5579304.500000 Penalty: 5088.928711
	Iteration 31Q: 3 clusters Score -5579304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5579303.000000 Penalty: 5088.928711
	Iteration 32Q: 3 clusters Score -5579303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5579316.000000 Penalty: 5088.928711
	Iteration 33Q: 3 clusters Score -5579316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5579314.500000 Penalty: 5088.928711
	Iteration 34Q: 3 clusters Score -5579314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5579312.500000 Penalty: 5088.928711
	Iteration 35Q: 3 clusters Score -5579312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5579317.000000 Penalty: 5088.928711
	Iteration 36Q: 3 clusters Score -5579317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5579317.500000 Penalty: 5088.928711
	Iteration 37Q: 3 clusters Score -5579318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5579311.500000 Penalty: 5088.928711
	Iteration 38Q: 3 clusters Score -5579312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5579308.000000 Penalty: 5088.928711
	Iteration 39Q: 3 clusters Score -5579308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5579302.500000 Penalty: 5088.928711
	Iteration 40F: 3 clusters Score -5579302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5579306.000000 Penalty: 5088.928711
	Iteration 41Q: 3 clusters Score -5579306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5579306.000000 Penalty: 5088.928711
	Iteration 42Q: 3 clusters Score -5579306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5579312.500000 Penalty: 5088.928711
	Iteration 43Q: 3 clusters Score -5579312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5579312.500000 Penalty: 5088.928711
	Iteration 44F: 3 clusters Score -5579312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Entering Unmasked Estep 
Score: -5241832.500000 Penalty: 2529.155273
	Iteration 0F: 2 clusters Score -5241832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -5224026.000000 Penalty: 5058.310547
	Iteration 0F: 3 clusters Score -5224026 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -5230237.500000 Penalty: 5058.310547
	Iteration 1F: 3 clusters Score -5230238 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -5230659.000000 Penalty: 5058.310547
	Iteration 2Q: 3 clusters Score -5230659 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -5231007.500000 Penalty: 5058.310547
	Iteration 3Q: 3 clusters Score -5231008 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -5231321.000000 Penalty: 5058.310547
	Iteration 4Q: 3 clusters Score -5231321 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -5231642.500000 Penalty: 5058.310547
	Iteration 5Q: 3 clusters Score -5231642 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -5231992.000000 Penalty: 5058.310547
	Iteration 6Q: 3 clusters Score -5231992 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -5232432.500000 Penalty: 5058.310547
	Iteration 7Q: 3 clusters Score -5232432 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -5232982.500000 Penalty: 5058.310547
	Iteration 8Q: 3 clusters Score -5232982 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -5233713.500000 Penalty: 5058.310547
	Iteration 9Q: 3 clusters Score -5233714 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -5234632.000000 Penalty: 5058.310547
	Iteration 10Q: 3 clusters Score -5234632 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -5235594.000000 Penalty: 5058.310547
	Iteration 11F: 3 clusters Score -5235594 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -5236435.500000 Penalty: 5058.310547
	Iteration 12Q: 3 clusters Score -5236436 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -5236959.000000 Penalty: 5058.310547
	Iteration 13Q: 3 clusters Score -5236959 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -5237254.000000 Penalty: 5058.310547
	Iteration 14Q: 3 clusters Score -5237254 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -5237442.000000 Penalty: 5058.310547
	Iteration 15Q: 3 clusters Score -5237442 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -5237553.000000 Penalty: 5058.310547
	Iteration 16Q: 3 clusters Score -5237553 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -5237666.000000 Penalty: 5058.310547
	Iteration 17Q: 3 clusters Score -5237666 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -5237761.000000 Penalty: 5058.310547
	Iteration 18Q: 3 clusters Score -5237761 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -5237852.000000 Penalty: 5058.310547
	Iteration 19Q: 3 clusters Score -5237852 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -5237905.500000 Penalty: 5058.310547
	Iteration 20F: 3 clusters Score -5237906 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -5238019.500000 Penalty: 5058.310547
	Iteration 21Q: 3 clusters Score -5238020 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -5238076.500000 Penalty: 5058.310547
	Iteration 22Q: 3 clusters Score -5238076 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -5238098.500000 Penalty: 5058.310547
	Iteration 23Q: 3 clusters Score -5238098 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -5238131.000000 Penalty: 5058.310547
	Iteration 24Q: 3 clusters Score -5238131 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -5238170.000000 Penalty: 5058.310547
	Iteration 25Q: 3 clusters Score -5238170 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -5238178.500000 Penalty: 5058.310547
	Iteration 26Q: 3 clusters Score -5238178 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -5238199.500000 Penalty: 5058.310547
	Iteration 27Q: 3 clusters Score -5238200 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -5238235.000000 Penalty: 5058.310547
	Iteration 28Q: 3 clusters Score -5238235 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -5238258.500000 Penalty: 5058.310547
	Iteration 29Q: 3 clusters Score -5238258 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -5238274.000000 Penalty: 5058.310547
	Iteration 30Q: 3 clusters Score -5238274 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -5238291.500000 Penalty: 5058.310547
	Iteration 31Q: 3 clusters Score -5238292 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -5238292.500000 Penalty: 5058.310547
	Iteration 32Q: 3 clusters Score -5238292 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -5238316.500000 Penalty: 5058.310547
	Iteration 33Q: 3 clusters Score -5238316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -5238330.000000 Penalty: 5058.310547
	Iteration 34Q: 3 clusters Score -5238330 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -5238329.000000 Penalty: 5058.310547
	Iteration 35Q: 3 clusters Score -5238329 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -5238333.500000 Penalty: 5058.310547
	Iteration 36Q: 3 clusters Score -5238334 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -5238346.000000 Penalty: 5058.310547
	Iteration 37Q: 3 clusters Score -5238346 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -5238348.000000 Penalty: 5058.310547
	Iteration 38Q: 3 clusters Score -5238348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -5238361.500000 Penalty: 5058.310547
	Iteration 39Q: 3 clusters Score -5238362 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -5238375.000000 Penalty: 5058.310547
	Iteration 40F: 3 clusters Score -5238375 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -5238388.000000 Penalty: 5058.310547
	Iteration 41Q: 3 clusters Score -5238388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -5238397.500000 Penalty: 5058.310547
	Iteration 42Q: 3 clusters Score -5238398 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -5238411.500000 Penalty: 5058.310547
	Iteration 43Q: 3 clusters Score -5238412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -5238407.000000 Penalty: 5058.310547
	Iteration 44Q: 3 clusters Score -5238407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5238397.500000 Penalty: 5058.310547
	Iteration 45Q: 3 clusters Score -5238398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5238410.500000 Penalty: 5058.310547
	Iteration 46Q: 3 clusters Score -5238410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5238408.500000 Penalty: 5058.310547
	Iteration 47Q: 3 clusters Score -5238408 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -5238419.000000 Penalty: 5058.310547
	Iteration 48Q: 3 clusters Score -5238419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -5238424.500000 Penalty: 5058.310547
	Iteration 49Q: 3 clusters Score -5238424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -5238436.500000 Penalty: 5058.310547
	Iteration 50Q: 3 clusters Score -5238436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -5238436.000000 Penalty: 5058.310547
	Iteration 51Q: 3 clusters Score -5238436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -5238438.000000 Penalty: 5058.310547
	Iteration 52Q: 3 clusters Score -5238438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -5238445.000000 Penalty: 5058.310547
	Iteration 53Q: 3 clusters Score -5238445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -5238448.500000 Penalty: 5058.310547
	Iteration 54Q: 3 clusters Score -5238448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -5238450.000000 Penalty: 5058.310547
	Iteration 55Q: 3 clusters Score -5238450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -5238447.000000 Penalty: 5058.310547
	Iteration 56Q: 3 clusters Score -5238447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -5238456.000000 Penalty: 5058.310547
	Iteration 57Q: 3 clusters Score -5238456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -5238459.500000 Penalty: 5058.310547
	Iteration 58Q: 3 clusters Score -5238460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -5238467.000000 Penalty: 5058.310547
	Iteration 59Q: 3 clusters Score -5238467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -5238466.500000 Penalty: 5058.310547
	Iteration 60F: 3 clusters Score -5238466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -5238472.500000 Penalty: 5058.310547
	Iteration 61Q: 3 clusters Score -5238472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -5238477.500000 Penalty: 5058.310547
	Iteration 62Q: 3 clusters Score -5238478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -5238489.000000 Penalty: 5058.310547
	Iteration 63Q: 3 clusters Score -5238489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -5238488.000000 Penalty: 5058.310547
	Iteration 64Q: 3 clusters Score -5238488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -5238480.000000 Penalty: 5058.310547
	Iteration 65Q: 3 clusters Score -5238480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5238486.000000 Penalty: 5058.310547
	Iteration 66Q: 3 clusters Score -5238486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -5238491.000000 Penalty: 5058.310547
	Iteration 67Q: 3 clusters Score -5238491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -5238492.500000 Penalty: 5058.310547
	Iteration 68Q: 3 clusters Score -5238492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -5238494.500000 Penalty: 5058.310547
	Iteration 69Q: 3 clusters Score -5238494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -5238500.000000 Penalty: 5058.310547
	Iteration 70Q: 3 clusters Score -5238500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -5238498.500000 Penalty: 5058.310547
	Iteration 71Q: 3 clusters Score -5238498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -5238503.500000 Penalty: 5058.310547
	Iteration 72Q: 3 clusters Score -5238504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -5238510.500000 Penalty: 5058.310547
	Iteration 73Q: 3 clusters Score -5238510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -5238513.500000 Penalty: 5058.310547
	Iteration 74Q: 3 clusters Score -5238514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -5238519.500000 Penalty: 5058.310547
	Iteration 75Q: 3 clusters Score -5238520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -5238518.000000 Penalty: 5058.310547
	Iteration 76Q: 3 clusters Score -5238518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -5238520.500000 Penalty: 5058.310547
	Iteration 77Q: 3 clusters Score -5238520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -5238518.000000 Penalty: 5058.310547
	Iteration 78Q: 3 clusters Score -5238518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -5238517.500000 Penalty: 5058.310547
	Iteration 79Q: 3 clusters Score -5238518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5238522.500000 Penalty: 5058.310547
	Iteration 80F: 3 clusters Score -5238522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5238527.000000 Penalty: 5058.310547
	Iteration 81Q: 3 clusters Score -5238527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -5238521.500000 Penalty: 5058.310547
	Iteration 82Q: 3 clusters Score -5238522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -5238517.000000 Penalty: 5058.310547
	Iteration 83Q: 3 clusters Score -5238517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -5238517.000000 Penalty: 5058.310547
	Iteration 84Q: 3 clusters Score -5238517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -5238518.000000 Penalty: 5058.310547
	Iteration 85Q: 3 clusters Score -5238518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -5238522.500000 Penalty: 5058.310547
	Iteration 86Q: 3 clusters Score -5238522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -5238528.500000 Penalty: 5058.310547
	Iteration 87Q: 3 clusters Score -5238528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -5238530.500000 Penalty: 5058.310547
	Iteration 88Q: 3 clusters Score -5238530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -5238539.500000 Penalty: 5058.310547
	Iteration 89Q: 3 clusters Score -5238540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -5238541.500000 Penalty: 5058.310547
	Iteration 90Q: 3 clusters Score -5238542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -5238544.500000 Penalty: 5058.310547
	Iteration 91Q: 3 clusters Score -5238544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -5238540.500000 Penalty: 5058.310547
	Iteration 92Q: 3 clusters Score -5238540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5238545.500000 Penalty: 5058.310547
	Iteration 93Q: 3 clusters Score -5238546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -5238536.000000 Penalty: 5058.310547
	Iteration 94Q: 3 clusters Score -5238536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -5238545.000000 Penalty: 5058.310547
	Iteration 95Q: 3 clusters Score -5238545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -5238550.000000 Penalty: 5058.310547
	Iteration 96Q: 3 clusters Score -5238550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -5238544.000000 Penalty: 5058.310547
	Iteration 97Q: 3 clusters Score -5238544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -5238558.500000 Penalty: 5058.310547
	Iteration 98Q: 3 clusters Score -5238558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -5238568.000000 Penalty: 5058.310547
	Iteration 99Q: 3 clusters Score -5238568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -5238567.000000 Penalty: 5058.310547
	Iteration 100F: 3 clusters Score -5238567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -5238565.500000 Penalty: 5058.310547
	Iteration 101Q: 3 clusters Score -5238566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -5238572.500000 Penalty: 5058.310547
	Iteration 102Q: 3 clusters Score -5238572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5238572.000000 Penalty: 5058.310547
	Iteration 103Q: 3 clusters Score -5238572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -5238567.500000 Penalty: 5058.310547
	Iteration 104Q: 3 clusters Score -5238568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -5238574.500000 Penalty: 5058.310547
	Iteration 105Q: 3 clusters Score -5238574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -5238577.000000 Penalty: 5058.310547
	Iteration 106Q: 3 clusters Score -5238577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -5238579.500000 Penalty: 5058.310547
	Iteration 107Q: 3 clusters Score -5238580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -5238582.500000 Penalty: 5058.310547
	Iteration 108Q: 3 clusters Score -5238582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -5238588.500000 Penalty: 5058.310547
	Iteration 109Q: 3 clusters Score -5238588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -5238588.500000 Penalty: 5058.310547
	Iteration 110Q: 3 clusters Score -5238588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -5238599.000000 Penalty: 5058.310547
	Iteration 111Q: 3 clusters Score -5238599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -5238597.000000 Penalty: 5058.310547
	Iteration 112Q: 3 clusters Score -5238597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5238585.500000 Penalty: 5058.310547
	Iteration 113Q: 3 clusters Score -5238586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -5238587.500000 Penalty: 5058.310547
	Iteration 114Q: 3 clusters Score -5238588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -5238587.000000 Penalty: 5058.310547
	Iteration 115Q: 3 clusters Score -5238587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -5238583.000000 Penalty: 5058.310547
	Iteration 116Q: 3 clusters Score -5238583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -5238589.000000 Penalty: 5058.310547
	Iteration 117Q: 3 clusters Score -5238589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -5238591.000000 Penalty: 5058.310547
	Iteration 118Q: 3 clusters Score -5238591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -5238589.000000 Penalty: 5058.310547
	Iteration 119Q: 3 clusters Score -5238589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5238583.000000 Penalty: 5058.310547
	Iteration 120F: 3 clusters Score -5238583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -5238584.000000 Penalty: 5058.310547
	Iteration 121Q: 3 clusters Score -5238584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -5238588.500000 Penalty: 5058.310547
	Iteration 122Q: 3 clusters Score -5238588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -5238590.000000 Penalty: 5058.310547
	Iteration 123Q: 3 clusters Score -5238590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -5238595.500000 Penalty: 5058.310547
	Iteration 124Q: 3 clusters Score -5238596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -5238600.000000 Penalty: 5058.310547
	Iteration 125Q: 3 clusters Score -5238600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -5238595.500000 Penalty: 5058.310547
	Iteration 126Q: 3 clusters Score -5238596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -5238602.500000 Penalty: 5058.310547
	Iteration 127Q: 3 clusters Score -5238602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -5238611.500000 Penalty: 5058.310547
	Iteration 128Q: 3 clusters Score -5238612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -5238615.500000 Penalty: 5058.310547
	Iteration 129Q: 3 clusters Score -5238616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -5238615.000000 Penalty: 5058.310547
	Iteration 130Q: 3 clusters Score -5238615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -5238612.500000 Penalty: 5058.310547
	Iteration 131Q: 3 clusters Score -5238612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -5238615.500000 Penalty: 5058.310547
	Iteration 132Q: 3 clusters Score -5238616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -5238624.000000 Penalty: 5058.310547
	Iteration 133Q: 3 clusters Score -5238624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -5238618.500000 Penalty: 5058.310547
	Iteration 134Q: 3 clusters Score -5238618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -5238621.000000 Penalty: 5058.310547
	Iteration 135Q: 3 clusters Score -5238621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -5238614.000000 Penalty: 5058.310547
	Iteration 136Q: 3 clusters Score -5238614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -5238624.000000 Penalty: 5058.310547
	Iteration 137Q: 3 clusters Score -5238624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -5238612.000000 Penalty: 5058.310547
	Iteration 138Q: 3 clusters Score -5238612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -5238621.000000 Penalty: 5058.310547
	Iteration 139Q: 3 clusters Score -5238621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -5238636.500000 Penalty: 5058.310547
	Iteration 140F: 3 clusters Score -5238636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -5238646.500000 Penalty: 5058.310547
	Iteration 141Q: 3 clusters Score -5238646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -5238652.000000 Penalty: 5058.310547
	Iteration 142Q: 3 clusters Score -5238652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -5238645.000000 Penalty: 5058.310547
	Iteration 143Q: 3 clusters Score -5238645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -5238638.000000 Penalty: 5058.310547
	Iteration 144Q: 3 clusters Score -5238638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -5238642.500000 Penalty: 5058.310547
	Iteration 145Q: 3 clusters Score -5238642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -5238637.500000 Penalty: 5058.310547
	Iteration 146Q: 3 clusters Score -5238638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -5238638.500000 Penalty: 5058.310547
	Iteration 147Q: 3 clusters Score -5238638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -5238642.500000 Penalty: 5058.310547
	Iteration 148Q: 3 clusters Score -5238642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -5238646.000000 Penalty: 5058.310547
	Iteration 149Q: 3 clusters Score -5238646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -5238646.000000 Penalty: 5058.310547
	Iteration 150Q: 3 clusters Score -5238646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -5238643.500000 Penalty: 5058.310547
	Iteration 151Q: 3 clusters Score -5238644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -5238646.500000 Penalty: 5058.310547
	Iteration 152Q: 3 clusters Score -5238646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -5238643.000000 Penalty: 5058.310547
	Iteration 153Q: 3 clusters Score -5238643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -5238643.500000 Penalty: 5058.310547
	Iteration 154Q: 3 clusters Score -5238644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -5238648.000000 Penalty: 5058.310547
	Iteration 155Q: 3 clusters Score -5238648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -5238646.000000 Penalty: 5058.310547
	Iteration 156Q: 3 clusters Score -5238646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5238645.000000 Penalty: 5058.310547
	Iteration 157Q: 3 clusters Score -5238645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -5238648.000000 Penalty: 5058.310547
	Iteration 158Q: 3 clusters Score -5238648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -5238648.000000 Penalty: 5058.310547
	Iteration 159F: 3 clusters Score -5238648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Entering Unmasked Estep 
Score: -891654.250000 Penalty: 2107.051025
	Iteration 0F: 2 clusters Score -891654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -887189.375000 Penalty: 4214.102051
	Iteration 0F: 3 clusters Score -887189.4 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -888399.375000 Penalty: 4214.102051
	Iteration 1F: 3 clusters Score -888399.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -888784.437500 Penalty: 4214.102051
	Iteration 2F: 3 clusters Score -888784.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -889113.000000 Penalty: 4214.102051
	Iteration 3F: 3 clusters Score -889113 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -889468.687500 Penalty: 4214.102051
	Iteration 4F: 3 clusters Score -889468.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -889783.062500 Penalty: 4214.102051
	Iteration 5F: 3 clusters Score -889783.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -890078.875000 Penalty: 4214.102051
	Iteration 6F: 3 clusters Score -890078.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -890331.750000 Penalty: 4214.102051
	Iteration 7Q: 3 clusters Score -890331.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -890601.625000 Penalty: 4214.102051
	Iteration 8Q: 3 clusters Score -890601.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -891018.062500 Penalty: 4214.102051
	Iteration 9Q: 3 clusters Score -891018.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -891220.687500 Penalty: 4214.102051
	Iteration 10Q: 3 clusters Score -891220.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -891277.875000 Penalty: 4214.102051
	Iteration 11Q: 3 clusters Score -891277.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -891309.000000 Penalty: 4214.102051
	Iteration 12Q: 3 clusters Score -891309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -891322.812500 Penalty: 4214.102051
	Iteration 13Q: 3 clusters Score -891322.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -891331.062500 Penalty: 4214.102051
	Iteration 14Q: 3 clusters Score -891331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -891333.125000 Penalty: 4214.102051
	Iteration 15Q: 3 clusters Score -891333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -891337.375000 Penalty: 4214.102051
	Iteration 16Q: 3 clusters Score -891337.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -891336.625000 Penalty: 4214.102051
	Iteration 17Q: 3 clusters Score -891336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -891337.812500 Penalty: 4214.102051
	Iteration 18Q: 3 clusters Score -891337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -891340.500000 Penalty: 4214.102051
	Iteration 19Q: 3 clusters Score -891340.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -891340.500000 Penalty: 4214.102051
	Iteration 20F: 3 clusters Score -891340.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -58339.773438 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -58339.77 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 173 members 
Entering Unmasked Estep 
Score: -57123.394531 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -57123.39 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57369.859375 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -57369.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57451.816406 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -57451.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57518.839844 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -57518.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57559.257812 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -57559.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57637.601562 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -57637.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57674.738281 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -57674.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57687.503906 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -57687.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57690.753906 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -57690.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57690.753906 Penalty: 2923.623779
	Iteration 9F: 3 clusters Score -57690.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Entering Unmasked Estep 
Score: -3221602.500000 Penalty: 2385.940186
	Iteration 0F: 2 clusters Score -3221602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3211132.500000 Penalty: 4771.880371
	Iteration 0F: 3 clusters Score -3211132 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3214484.000000 Penalty: 4771.880371
	Iteration 1F: 3 clusters Score -3214484 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3214848.750000 Penalty: 4771.880371
	Iteration 2F: 3 clusters Score -3214849 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -3215131.500000 Penalty: 4771.880371
	Iteration 3Q: 3 clusters Score -3215132 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -3215383.250000 Penalty: 4771.880371
	Iteration 4Q: 3 clusters Score -3215383 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3215651.250000 Penalty: 4771.880371
	Iteration 5Q: 3 clusters Score -3215651 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3215945.500000 Penalty: 4771.880371
	Iteration 6Q: 3 clusters Score -3215946 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3216236.000000 Penalty: 4771.880371
	Iteration 7Q: 3 clusters Score -3216236 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3216538.750000 Penalty: 4771.880371
	Iteration 8Q: 3 clusters Score -3216539 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -3216902.000000 Penalty: 4771.880371
	Iteration 9Q: 3 clusters Score -3216902 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3217272.000000 Penalty: 4771.880371
	Iteration 10Q: 3 clusters Score -3217272 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3217664.500000 Penalty: 4771.880371
	Iteration 11Q: 3 clusters Score -3217664 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3218025.250000 Penalty: 4771.880371
	Iteration 12Q: 3 clusters Score -3218025 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -3218341.000000 Penalty: 4771.880371
	Iteration 13Q: 3 clusters Score -3218341 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3218638.250000 Penalty: 4771.880371
	Iteration 14Q: 3 clusters Score -3218638 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3218846.000000 Penalty: 4771.880371
	Iteration 15Q: 3 clusters Score -3218846 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3218998.250000 Penalty: 4771.880371
	Iteration 16Q: 3 clusters Score -3218998 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -3219121.500000 Penalty: 4771.880371
	Iteration 17Q: 3 clusters Score -3219122 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3219225.750000 Penalty: 4771.880371
	Iteration 18Q: 3 clusters Score -3219226 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3219333.750000 Penalty: 4771.880371
	Iteration 19Q: 3 clusters Score -3219334 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3219421.000000 Penalty: 4771.880371
	Iteration 20F: 3 clusters Score -3219421 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3219512.250000 Penalty: 4771.880371
	Iteration 21Q: 3 clusters Score -3219512 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3219576.500000 Penalty: 4771.880371
	Iteration 22Q: 3 clusters Score -3219576 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3219648.000000 Penalty: 4771.880371
	Iteration 23Q: 3 clusters Score -3219648 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3219694.250000 Penalty: 4771.880371
	Iteration 24Q: 3 clusters Score -3219694 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -3219754.000000 Penalty: 4771.880371
	Iteration 25Q: 3 clusters Score -3219754 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3219792.750000 Penalty: 4771.880371
	Iteration 26Q: 3 clusters Score -3219793 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -3219804.000000 Penalty: 4771.880371
	Iteration 27Q: 3 clusters Score -3219804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3219836.250000 Penalty: 4771.880371
	Iteration 28Q: 3 clusters Score -3219836 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3219856.750000 Penalty: 4771.880371
	Iteration 29Q: 3 clusters Score -3219857 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3219865.250000 Penalty: 4771.880371
	Iteration 30Q: 3 clusters Score -3219865 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3219884.250000 Penalty: 4771.880371
	Iteration 31Q: 3 clusters Score -3219884 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3219889.000000 Penalty: 4771.880371
	Iteration 32Q: 3 clusters Score -3219889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3219904.750000 Penalty: 4771.880371
	Iteration 33Q: 3 clusters Score -3219905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3219894.750000 Penalty: 4771.880371
	Iteration 34Q: 3 clusters Score -3219895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3219896.250000 Penalty: 4771.880371
	Iteration 35Q: 3 clusters Score -3219896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -3219908.500000 Penalty: 4771.880371
	Iteration 36Q: 3 clusters Score -3219908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3219914.750000 Penalty: 4771.880371
	Iteration 37Q: 3 clusters Score -3219915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3219913.250000 Penalty: 4771.880371
	Iteration 38Q: 3 clusters Score -3219913 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3219912.750000 Penalty: 4771.880371
	Iteration 39Q: 3 clusters Score -3219913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3219924.250000 Penalty: 4771.880371
	Iteration 40F: 3 clusters Score -3219924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3219929.000000 Penalty: 4771.880371
	Iteration 41Q: 3 clusters Score -3219929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3219930.000000 Penalty: 4771.880371
	Iteration 42Q: 3 clusters Score -3219930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -3219942.750000 Penalty: 4771.880371
	Iteration 43Q: 3 clusters Score -3219943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3219941.000000 Penalty: 4771.880371
	Iteration 44Q: 3 clusters Score -3219941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3219941.000000 Penalty: 4771.880371
	Iteration 45Q: 3 clusters Score -3219941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3219947.250000 Penalty: 4771.880371
	Iteration 46Q: 3 clusters Score -3219947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3219960.250000 Penalty: 4771.880371
	Iteration 47Q: 3 clusters Score -3219960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3219964.000000 Penalty: 4771.880371
	Iteration 48Q: 3 clusters Score -3219964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -3219959.750000 Penalty: 4771.880371
	Iteration 49Q: 3 clusters Score -3219960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3219952.750000 Penalty: 4771.880371
	Iteration 50Q: 3 clusters Score -3219953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -3219962.250000 Penalty: 4771.880371
	Iteration 51Q: 3 clusters Score -3219962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3219963.250000 Penalty: 4771.880371
	Iteration 52Q: 3 clusters Score -3219963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3219965.750000 Penalty: 4771.880371
	Iteration 53Q: 3 clusters Score -3219966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3219968.750000 Penalty: 4771.880371
	Iteration 54Q: 3 clusters Score -3219969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3219979.000000 Penalty: 4771.880371
	Iteration 55Q: 3 clusters Score -3219979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3219981.500000 Penalty: 4771.880371
	Iteration 56Q: 3 clusters Score -3219982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3219986.000000 Penalty: 4771.880371
	Iteration 57Q: 3 clusters Score -3219986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -3219977.250000 Penalty: 4771.880371
	Iteration 58Q: 3 clusters Score -3219977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -3219967.750000 Penalty: 4771.880371
	Iteration 59Q: 3 clusters Score -3219968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3219971.250000 Penalty: 4771.880371
	Iteration 60F: 3 clusters Score -3219971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3219970.500000 Penalty: 4771.880371
	Iteration 61Q: 3 clusters Score -3219970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3219977.500000 Penalty: 4771.880371
	Iteration 62Q: 3 clusters Score -3219978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3219977.500000 Penalty: 4771.880371
	Iteration 63Q: 3 clusters Score -3219978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -3219987.000000 Penalty: 4771.880371
	Iteration 64Q: 3 clusters Score -3219987 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -3219968.500000 Penalty: 4771.880371
	Iteration 65Q: 3 clusters Score -3219968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3219976.000000 Penalty: 4771.880371
	Iteration 66Q: 3 clusters Score -3219976 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3219971.750000 Penalty: 4771.880371
	Iteration 67Q: 3 clusters Score -3219972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3219982.500000 Penalty: 4771.880371
	Iteration 68Q: 3 clusters Score -3219982 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3219992.500000 Penalty: 4771.880371
	Iteration 69Q: 3 clusters Score -3219992 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3219990.000000 Penalty: 4771.880371
	Iteration 70Q: 3 clusters Score -3219990 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -3219992.250000 Penalty: 4771.880371
	Iteration 71Q: 3 clusters Score -3219992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3220001.500000 Penalty: 4771.880371
	Iteration 72Q: 3 clusters Score -3220002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3219999.000000 Penalty: 4771.880371
	Iteration 73Q: 3 clusters Score -3219999 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3219980.750000 Penalty: 4771.880371
	Iteration 74Q: 3 clusters Score -3219981 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3219976.000000 Penalty: 4771.880371
	Iteration 75Q: 3 clusters Score -3219976 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3219969.250000 Penalty: 4771.880371
	Iteration 76Q: 3 clusters Score -3219969 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3219965.750000 Penalty: 4771.880371
	Iteration 77Q: 3 clusters Score -3219966 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3219959.250000 Penalty: 4771.880371
	Iteration 78Q: 3 clusters Score -3219959 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3219943.000000 Penalty: 4771.880371
	Iteration 79Q: 3 clusters Score -3219943 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3219949.750000 Penalty: 4771.880371
	Iteration 80F: 3 clusters Score -3219950 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3219953.000000 Penalty: 4771.880371
	Iteration 81Q: 3 clusters Score -3219953 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3219964.250000 Penalty: 4771.880371
	Iteration 82Q: 3 clusters Score -3219964 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3219983.250000 Penalty: 4771.880371
	Iteration 83Q: 3 clusters Score -3219983 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3219994.250000 Penalty: 4771.880371
	Iteration 84Q: 3 clusters Score -3219994 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3220006.000000 Penalty: 4771.880371
	Iteration 85Q: 3 clusters Score -3220006 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3220019.750000 Penalty: 4771.880371
	Iteration 86Q: 3 clusters Score -3220020 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3220022.750000 Penalty: 4771.880371
	Iteration 87Q: 3 clusters Score -3220023 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3220039.000000 Penalty: 4771.880371
	Iteration 88Q: 3 clusters Score -3220039 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3220044.250000 Penalty: 4771.880371
	Iteration 89Q: 3 clusters Score -3220044 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3220056.500000 Penalty: 4771.880371
	Iteration 90Q: 3 clusters Score -3220056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3220069.500000 Penalty: 4771.880371
	Iteration 91Q: 3 clusters Score -3220070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3220075.500000 Penalty: 4771.880371
	Iteration 92Q: 3 clusters Score -3220076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3220072.500000 Penalty: 4771.880371
	Iteration 93Q: 3 clusters Score -3220072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3220075.750000 Penalty: 4771.880371
	Iteration 94Q: 3 clusters Score -3220076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3220076.250000 Penalty: 4771.880371
	Iteration 95Q: 3 clusters Score -3220076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3220071.500000 Penalty: 4771.880371
	Iteration 96Q: 3 clusters Score -3220072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3220068.250000 Penalty: 4771.880371
	Iteration 97Q: 3 clusters Score -3220068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3220069.750000 Penalty: 4771.880371
	Iteration 98Q: 3 clusters Score -3220070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3220066.750000 Penalty: 4771.880371
	Iteration 99Q: 3 clusters Score -3220067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3220065.500000 Penalty: 4771.880371
	Iteration 100F: 3 clusters Score -3220066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3220067.750000 Penalty: 4771.880371
	Iteration 101Q: 3 clusters Score -3220068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3220066.250000 Penalty: 4771.880371
	Iteration 102Q: 3 clusters Score -3220066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3220068.500000 Penalty: 4771.880371
	Iteration 103Q: 3 clusters Score -3220068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3220069.250000 Penalty: 4771.880371
	Iteration 104Q: 3 clusters Score -3220069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3220071.750000 Penalty: 4771.880371
	Iteration 105Q: 3 clusters Score -3220072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3220070.000000 Penalty: 4771.880371
	Iteration 106Q: 3 clusters Score -3220070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3220066.250000 Penalty: 4771.880371
	Iteration 107Q: 3 clusters Score -3220066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3220069.750000 Penalty: 4771.880371
	Iteration 108Q: 3 clusters Score -3220070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3220063.750000 Penalty: 4771.880371
	Iteration 109Q: 3 clusters Score -3220064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3220070.750000 Penalty: 4771.880371
	Iteration 110Q: 3 clusters Score -3220071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3220068.000000 Penalty: 4771.880371
	Iteration 111Q: 3 clusters Score -3220068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3220069.500000 Penalty: 4771.880371
	Iteration 112Q: 3 clusters Score -3220070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3220068.000000 Penalty: 4771.880371
	Iteration 113Q: 3 clusters Score -3220068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3220068.750000 Penalty: 4771.880371
	Iteration 114Q: 3 clusters Score -3220069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3220070.250000 Penalty: 4771.880371
	Iteration 115Q: 3 clusters Score -3220070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3220072.250000 Penalty: 4771.880371
	Iteration 116Q: 3 clusters Score -3220072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3220067.500000 Penalty: 4771.880371
	Iteration 117Q: 3 clusters Score -3220068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3220066.000000 Penalty: 4771.880371
	Iteration 118Q: 3 clusters Score -3220066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3220064.250000 Penalty: 4771.880371
	Iteration 119Q: 3 clusters Score -3220064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3220065.000000 Penalty: 4771.880371
	Iteration 120F: 3 clusters Score -3220065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -420105.406250 Penalty: 1907.077515
	Iteration 0F: 2 clusters Score -420105.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -417377.937500 Penalty: 3814.155029
	Iteration 0F: 3 clusters Score -417377.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -417917.062500 Penalty: 3814.155029
	Iteration 1F: 3 clusters Score -417917.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -418096.125000 Penalty: 3814.155029
	Iteration 2F: 3 clusters Score -418096.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -418252.875000 Penalty: 3814.155029
	Iteration 3F: 3 clusters Score -418252.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -418415.562500 Penalty: 3814.155029
	Iteration 4F: 3 clusters Score -418415.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -418599.812500 Penalty: 3814.155029
	Iteration 5F: 3 clusters Score -418599.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -418758.000000 Penalty: 3814.155029
	Iteration 6F: 3 clusters Score -418758 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -418890.343750 Penalty: 3814.155029
	Iteration 7Q: 3 clusters Score -418890.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -419002.875000 Penalty: 3814.155029
	Iteration 8Q: 3 clusters Score -419002.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -419068.312500 Penalty: 3814.155029
	Iteration 9Q: 3 clusters Score -419068.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -419095.281250 Penalty: 3814.155029
	Iteration 10Q: 3 clusters Score -419095.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -419113.656250 Penalty: 3814.155029
	Iteration 11Q: 3 clusters Score -419113.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -419125.375000 Penalty: 3814.155029
	Iteration 12Q: 3 clusters Score -419125.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -419131.406250 Penalty: 3814.155029
	Iteration 13Q: 3 clusters Score -419131.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -419136.937500 Penalty: 3814.155029
	Iteration 14Q: 3 clusters Score -419136.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -419144.875000 Penalty: 3814.155029
	Iteration 15Q: 3 clusters Score -419144.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -419149.156250 Penalty: 3814.155029
	Iteration 16Q: 3 clusters Score -419149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -419153.531250 Penalty: 3814.155029
	Iteration 17Q: 3 clusters Score -419153.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -419155.406250 Penalty: 3814.155029
	Iteration 18Q: 3 clusters Score -419155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -419158.062500 Penalty: 3814.155029
	Iteration 19Q: 3 clusters Score -419158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -419159.781250 Penalty: 3814.155029
	Iteration 20F: 3 clusters Score -419159.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -419165.093750 Penalty: 3814.155029
	Iteration 21Q: 3 clusters Score -419165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -419166.031250 Penalty: 3814.155029
	Iteration 22Q: 3 clusters Score -419166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -419167.562500 Penalty: 3814.155029
	Iteration 23Q: 3 clusters Score -419167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -419168.531250 Penalty: 3814.155029
	Iteration 24Q: 3 clusters Score -419168.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -419168.531250 Penalty: 3814.155029
	Iteration 25F: 3 clusters Score -419168.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Entering Unmasked Estep 
Score: -963432.250000 Penalty: 2113.648926
	Iteration 0F: 2 clusters Score -963432.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -958890.812500 Penalty: 4227.297852
	Iteration 0F: 3 clusters Score -958890.8 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -960035.937500 Penalty: 4227.297852
	Iteration 1F: 3 clusters Score -960035.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -960272.312500 Penalty: 4227.297852
	Iteration 2F: 3 clusters Score -960272.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -960475.812500 Penalty: 4227.297852
	Iteration 3F: 3 clusters Score -960475.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -960638.125000 Penalty: 4227.297852
	Iteration 4Q: 3 clusters Score -960638.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -960781.187500 Penalty: 4227.297852
	Iteration 5Q: 3 clusters Score -960781.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -960928.187500 Penalty: 4227.297852
	Iteration 6Q: 3 clusters Score -960928.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -961071.562500 Penalty: 4227.297852
	Iteration 7Q: 3 clusters Score -961071.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -961212.812500 Penalty: 4227.297852
	Iteration 8Q: 3 clusters Score -961212.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -961343.187500 Penalty: 4227.297852
	Iteration 9Q: 3 clusters Score -961343.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -961466.000000 Penalty: 4227.297852
	Iteration 10Q: 3 clusters Score -961466 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -961567.437500 Penalty: 4227.297852
	Iteration 11Q: 3 clusters Score -961567.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -961662.875000 Penalty: 4227.297852
	Iteration 12Q: 3 clusters Score -961662.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -961741.250000 Penalty: 4227.297852
	Iteration 13Q: 3 clusters Score -961741.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -961790.500000 Penalty: 4227.297852
	Iteration 14Q: 3 clusters Score -961790.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -961826.125000 Penalty: 4227.297852
	Iteration 15Q: 3 clusters Score -961826.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -961858.000000 Penalty: 4227.297852
	Iteration 16Q: 3 clusters Score -961858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -961885.500000 Penalty: 4227.297852
	Iteration 17Q: 3 clusters Score -961885.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -961904.125000 Penalty: 4227.297852
	Iteration 18Q: 3 clusters Score -961904.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -961916.187500 Penalty: 4227.297852
	Iteration 19Q: 3 clusters Score -961916.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -961928.500000 Penalty: 4227.297852
	Iteration 20F: 3 clusters Score -961928.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -961934.750000 Penalty: 4227.297852
	Iteration 21Q: 3 clusters Score -961934.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -961939.937500 Penalty: 4227.297852
	Iteration 22Q: 3 clusters Score -961939.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -961944.687500 Penalty: 4227.297852
	Iteration 23Q: 3 clusters Score -961944.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -961943.250000 Penalty: 4227.297852
	Iteration 24Q: 3 clusters Score -961943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -961943.250000 Penalty: 4227.297852
	Iteration 25F: 3 clusters Score -961943.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -52936.753906 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -52936.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51763.757812 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -51763.76 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52266.296875 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -52266.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52428.742188 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -52428.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52488.406250 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -52488.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52563.539062 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -52563.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52762.558594 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -52762.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52789.074219 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -52789.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52794.878906 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -52794.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52796.011719 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -52796.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52803.949219 Penalty: 2988.829590
	Iteration 9Q: 3 clusters Score -52803.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52818.222656 Penalty: 2988.829590
	Iteration 10Q: 3 clusters Score -52818.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52852.078125 Penalty: 2988.829590
	Iteration 11Q: 3 clusters Score -52852.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52867.417969 Penalty: 2988.829590
	Iteration 12Q: 3 clusters Score -52867.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52874.312500 Penalty: 2988.829590
	Iteration 13Q: 3 clusters Score -52874.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52874.554688 Penalty: 2988.829590
	Iteration 14F: 3 clusters Score -52874.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52887.914062 Penalty: 2988.829590
	Iteration 15Q: 3 clusters Score -52887.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52891.902344 Penalty: 2988.829590
	Iteration 16Q: 3 clusters Score -52891.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52891.902344 Penalty: 2988.829590
	Iteration 17F: 3 clusters Score -52891.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Entering Unmasked Estep 
Score: -1240561.500000 Penalty: 2178.737793
	Iteration 0F: 2 clusters Score -1240562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1235083.625000 Penalty: 4357.475586
	Iteration 0F: 3 clusters Score -1235084 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1236744.250000 Penalty: 4357.475586
	Iteration 1F: 3 clusters Score -1236744 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1237371.250000 Penalty: 4357.475586
	Iteration 2F: 3 clusters Score -1237371 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1238100.125000 Penalty: 4357.475586
	Iteration 3F: 3 clusters Score -1238100 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1238748.250000 Penalty: 4357.475586
	Iteration 4F: 3 clusters Score -1238748 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1239126.875000 Penalty: 4357.475586
	Iteration 5F: 3 clusters Score -1239127 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1239298.125000 Penalty: 4357.475586
	Iteration 6Q: 3 clusters Score -1239298 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1239393.500000 Penalty: 4357.475586
	Iteration 7Q: 3 clusters Score -1239394 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1239455.250000 Penalty: 4357.475586
	Iteration 8Q: 3 clusters Score -1239455 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1239496.500000 Penalty: 4357.475586
	Iteration 9Q: 3 clusters Score -1239496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1239525.875000 Penalty: 4357.475586
	Iteration 10Q: 3 clusters Score -1239526 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1239555.125000 Penalty: 4357.475586
	Iteration 11Q: 3 clusters Score -1239555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1239573.500000 Penalty: 4357.475586
	Iteration 12Q: 3 clusters Score -1239574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1239587.250000 Penalty: 4357.475586
	Iteration 13Q: 3 clusters Score -1239587 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1239602.375000 Penalty: 4357.475586
	Iteration 14Q: 3 clusters Score -1239602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1239608.125000 Penalty: 4357.475586
	Iteration 15Q: 3 clusters Score -1239608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1239620.625000 Penalty: 4357.475586
	Iteration 16Q: 3 clusters Score -1239621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1239622.625000 Penalty: 4357.475586
	Iteration 17Q: 3 clusters Score -1239623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1239624.875000 Penalty: 4357.475586
	Iteration 18Q: 3 clusters Score -1239625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1239629.500000 Penalty: 4357.475586
	Iteration 19Q: 3 clusters Score -1239630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1239630.750000 Penalty: 4357.475586
	Iteration 20F: 3 clusters Score -1239631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1239632.750000 Penalty: 4357.475586
	Iteration 21Q: 3 clusters Score -1239633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1239634.625000 Penalty: 4357.475586
	Iteration 22Q: 3 clusters Score -1239635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1239632.875000 Penalty: 4357.475586
	Iteration 23Q: 3 clusters Score -1239633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1239632.875000 Penalty: 4357.475586
	Iteration 24F: 3 clusters Score -1239633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Entering Unmasked Estep 
Score: -3280740.750000 Penalty: 2403.284912
	Iteration 0F: 2 clusters Score -3280741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3269331.000000 Penalty: 4806.569824
	Iteration 0F: 3 clusters Score -3269331 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3272888.500000 Penalty: 4806.569824
	Iteration 1F: 3 clusters Score -3272888 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3273184.000000 Penalty: 4806.569824
	Iteration 2F: 3 clusters Score -3273184 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3273426.500000 Penalty: 4806.569824
	Iteration 3Q: 3 clusters Score -3273426 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3273681.000000 Penalty: 4806.569824
	Iteration 4Q: 3 clusters Score -3273681 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -3273970.250000 Penalty: 4806.569824
	Iteration 5Q: 3 clusters Score -3273970 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3274344.500000 Penalty: 4806.569824
	Iteration 6Q: 3 clusters Score -3274344 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -3274837.750000 Penalty: 4806.569824
	Iteration 7F: 3 clusters Score -3274838 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3275498.750000 Penalty: 4806.569824
	Iteration 8F: 3 clusters Score -3275499 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3276278.750000 Penalty: 4806.569824
	Iteration 9F: 3 clusters Score -3276279 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3277086.750000 Penalty: 4806.569824
	Iteration 10F: 3 clusters Score -3277087 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3277715.750000 Penalty: 4806.569824
	Iteration 11Q: 3 clusters Score -3277716 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3278239.000000 Penalty: 4806.569824
	Iteration 12Q: 3 clusters Score -3278239 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -3278533.750000 Penalty: 4806.569824
	Iteration 13Q: 3 clusters Score -3278534 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3278737.750000 Penalty: 4806.569824
	Iteration 14Q: 3 clusters Score -3278738 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3278866.000000 Penalty: 4806.569824
	Iteration 15Q: 3 clusters Score -3278866 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3278940.500000 Penalty: 4806.569824
	Iteration 16Q: 3 clusters Score -3278940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3278997.250000 Penalty: 4806.569824
	Iteration 17Q: 3 clusters Score -3278997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -3279039.500000 Penalty: 4806.569824
	Iteration 18Q: 3 clusters Score -3279040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3279064.750000 Penalty: 4806.569824
	Iteration 19Q: 3 clusters Score -3279065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3279078.500000 Penalty: 4806.569824
	Iteration 20F: 3 clusters Score -3279078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3279088.500000 Penalty: 4806.569824
	Iteration 21Q: 3 clusters Score -3279088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3279093.000000 Penalty: 4806.569824
	Iteration 22Q: 3 clusters Score -3279093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3279110.000000 Penalty: 4806.569824
	Iteration 23Q: 3 clusters Score -3279110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3279128.250000 Penalty: 4806.569824
	Iteration 24Q: 3 clusters Score -3279128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3279145.750000 Penalty: 4806.569824
	Iteration 25Q: 3 clusters Score -3279146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3279160.500000 Penalty: 4806.569824
	Iteration 26Q: 3 clusters Score -3279160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3279187.750000 Penalty: 4806.569824
	Iteration 27Q: 3 clusters Score -3279188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3279190.000000 Penalty: 4806.569824
	Iteration 28Q: 3 clusters Score -3279190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3279195.250000 Penalty: 4806.569824
	Iteration 29Q: 3 clusters Score -3279195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3279195.250000 Penalty: 4806.569824
	Iteration 30Q: 3 clusters Score -3279195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3279200.250000 Penalty: 4806.569824
	Iteration 31Q: 3 clusters Score -3279200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3279201.500000 Penalty: 4806.569824
	Iteration 32Q: 3 clusters Score -3279202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3279204.750000 Penalty: 4806.569824
	Iteration 33Q: 3 clusters Score -3279205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3279208.500000 Penalty: 4806.569824
	Iteration 34Q: 3 clusters Score -3279208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3279212.750000 Penalty: 4806.569824
	Iteration 35Q: 3 clusters Score -3279213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3279213.250000 Penalty: 4806.569824
	Iteration 36Q: 3 clusters Score -3279213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3279219.000000 Penalty: 4806.569824
	Iteration 37Q: 3 clusters Score -3279219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3279219.000000 Penalty: 4806.569824
	Iteration 38F: 3 clusters Score -3279219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Entering Unmasked Estep 
Score: -973550.562500 Penalty: 2111.717773
	Iteration 0F: 2 clusters Score -973550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -969073.375000 Penalty: 4223.435547
	Iteration 0F: 3 clusters Score -969073.4 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -970150.625000 Penalty: 4223.435547
	Iteration 1F: 3 clusters Score -970150.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -970424.375000 Penalty: 4223.435547
	Iteration 2F: 3 clusters Score -970424.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -970656.687500 Penalty: 4223.435547
	Iteration 3F: 3 clusters Score -970656.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -970853.500000 Penalty: 4223.435547
	Iteration 4F: 3 clusters Score -970853.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -971080.312500 Penalty: 4223.435547
	Iteration 5F: 3 clusters Score -971080.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -971293.375000 Penalty: 4223.435547
	Iteration 6F: 3 clusters Score -971293.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -971471.062500 Penalty: 4223.435547
	Iteration 7Q: 3 clusters Score -971471.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -971630.562500 Penalty: 4223.435547
	Iteration 8Q: 3 clusters Score -971630.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -971780.937500 Penalty: 4223.435547
	Iteration 9Q: 3 clusters Score -971780.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -971915.000000 Penalty: 4223.435547
	Iteration 10Q: 3 clusters Score -971915 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -972034.000000 Penalty: 4223.435547
	Iteration 11Q: 3 clusters Score -972034 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -972162.687500 Penalty: 4223.435547
	Iteration 12Q: 3 clusters Score -972162.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -972295.125000 Penalty: 4223.435547
	Iteration 13Q: 3 clusters Score -972295.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -972445.062500 Penalty: 4223.435547
	Iteration 14Q: 3 clusters Score -972445.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -972587.562500 Penalty: 4223.435547
	Iteration 15Q: 3 clusters Score -972587.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -972729.687500 Penalty: 4223.435547
	Iteration 16Q: 3 clusters Score -972729.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -972837.000000 Penalty: 4223.435547
	Iteration 17Q: 3 clusters Score -972837 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -972927.687500 Penalty: 4223.435547
	Iteration 18Q: 3 clusters Score -972927.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -972999.625000 Penalty: 4223.435547
	Iteration 19Q: 3 clusters Score -972999.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -973038.187500 Penalty: 4223.435547
	Iteration 20F: 3 clusters Score -973038.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -973067.875000 Penalty: 4223.435547
	Iteration 21Q: 3 clusters Score -973067.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -973081.000000 Penalty: 4223.435547
	Iteration 22Q: 3 clusters Score -973081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -973092.062500 Penalty: 4223.435547
	Iteration 23Q: 3 clusters Score -973092.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -973098.437500 Penalty: 4223.435547
	Iteration 24Q: 3 clusters Score -973098.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -973104.437500 Penalty: 4223.435547
	Iteration 25Q: 3 clusters Score -973104.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -973104.937500 Penalty: 4223.435547
	Iteration 26Q: 3 clusters Score -973104.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -973106.750000 Penalty: 4223.435547
	Iteration 27Q: 3 clusters Score -973106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -973108.187500 Penalty: 4223.435547
	Iteration 28Q: 3 clusters Score -973108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -973115.437500 Penalty: 4223.435547
	Iteration 29Q: 3 clusters Score -973115.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -973122.812500 Penalty: 4223.435547
	Iteration 30Q: 3 clusters Score -973122.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -973124.375000 Penalty: 4223.435547
	Iteration 31Q: 3 clusters Score -973124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -973128.812500 Penalty: 4223.435547
	Iteration 32Q: 3 clusters Score -973128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -973130.000000 Penalty: 4223.435547
	Iteration 33Q: 3 clusters Score -973130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -973130.187500 Penalty: 4223.435547
	Iteration 34Q: 3 clusters Score -973130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -973131.187500 Penalty: 4223.435547
	Iteration 35Q: 3 clusters Score -973131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -973131.187500 Penalty: 4223.435547
	Iteration 36F: 3 clusters Score -973131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -381975.062500 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -381975.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -379285.718750 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -379285.7 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -379845.187500 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -379845.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -380020.593750 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -380020.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -380123.937500 Penalty: 3806.379883
	Iteration 3Q: 3 clusters Score -380123.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -380220.468750 Penalty: 3806.379883
	Iteration 4Q: 3 clusters Score -380220.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -380307.781250 Penalty: 3806.379883
	Iteration 5Q: 3 clusters Score -380307.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -380392.093750 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -380392.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -380489.687500 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -380489.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -380659.093750 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -380659.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -380889.031250 Penalty: 3806.379883
	Iteration 9F: 3 clusters Score -380889 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -381202.812500 Penalty: 3806.379883
	Iteration 10F: 3 clusters Score -381202.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -381630.093750 Penalty: 3806.379883
	Iteration 11F: 3 clusters Score -381630.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -381921.062500 Penalty: 3806.379883
	Iteration 12F: 3 clusters Score -381921.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -382052.500000 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -382052.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -382129.468750 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -382129.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -382156.531250 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -382156.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -382165.343750 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -382165.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -382167.906250 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -382167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -382168.968750 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -382169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -382169.593750 Penalty: 3806.379883
	Iteration 19Q: 3 clusters Score -382169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -382170.375000 Penalty: 3806.379883
	Iteration 20F: 3 clusters Score -382170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -382171.718750 Penalty: 3806.379883
	Iteration 21Q: 3 clusters Score -382171.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -382171.718750 Penalty: 3806.379883
	Iteration 22F: 3 clusters Score -382171.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 28565 members 
Mstep: Class 6 contains 26855 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 15074 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 16166 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 28068 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 21225 members 
Mstep: Class 23 contains 2210 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4208 members 
Mstep: Class 29 contains 23369 members 
Mstep: Class 30 contains 49194 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 25404 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16853 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 670 members 
Mstep: Class 38 contains 34921 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 16426 members 
Mstep: Class 41 contains 1528 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 36662 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 1710 members 
Mstep: Class 47 contains 364 members 
Mstep: Class 48 contains 8449 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 976 members 
Mstep: Class 51 contains 945 members 
Entering Unmasked Estep 
Score: -84185104.000000 Penalty: 164205.375000
Splitting cluster 16 changes total score from -84186456.000000 to -84185104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (28068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Entering Unmasked Estep 
Score: -5504291.500000 Penalty: 2540.111816
	Iteration 0F: 2 clusters Score -5504292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -5487665.500000 Penalty: 5080.223633
	Iteration 0F: 3 clusters Score -5487666 nChanged 12614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -5494601.000000 Penalty: 5080.223633
	Iteration 1F: 3 clusters Score -5494601 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -5495104.500000 Penalty: 5080.223633
	Iteration 2F: 3 clusters Score -5495104 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -5495558.500000 Penalty: 5080.223633
	Iteration 3Q: 3 clusters Score -5495558 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -5496033.000000 Penalty: 5080.223633
	Iteration 4Q: 3 clusters Score -5496033 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -5496613.500000 Penalty: 5080.223633
	Iteration 5Q: 3 clusters Score -5496614 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -5497306.000000 Penalty: 5080.223633
	Iteration 6Q: 3 clusters Score -5497306 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -5498296.000000 Penalty: 5080.223633
	Iteration 7F: 3 clusters Score -5498296 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -5499443.000000 Penalty: 5080.223633
	Iteration 8F: 3 clusters Score -5499443 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -5500601.500000 Penalty: 5080.223633
	Iteration 9F: 3 clusters Score -5500602 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -5501503.000000 Penalty: 5080.223633
	Iteration 10Q: 3 clusters Score -5501503 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -5502035.000000 Penalty: 5080.223633
	Iteration 11Q: 3 clusters Score -5502035 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -5502293.500000 Penalty: 5080.223633
	Iteration 12Q: 3 clusters Score -5502294 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -5502506.000000 Penalty: 5080.223633
	Iteration 13Q: 3 clusters Score -5502506 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -5502668.000000 Penalty: 5080.223633
	Iteration 14Q: 3 clusters Score -5502668 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -5502785.000000 Penalty: 5080.223633
	Iteration 15Q: 3 clusters Score -5502785 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -5502861.000000 Penalty: 5080.223633
	Iteration 16Q: 3 clusters Score -5502861 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -5502979.500000 Penalty: 5080.223633
	Iteration 17Q: 3 clusters Score -5502980 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -5503033.000000 Penalty: 5080.223633
	Iteration 18Q: 3 clusters Score -5503033 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -5503062.000000 Penalty: 5080.223633
	Iteration 19Q: 3 clusters Score -5503062 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -5503092.500000 Penalty: 5080.223633
	Iteration 20F: 3 clusters Score -5503092 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -5503116.500000 Penalty: 5080.223633
	Iteration 21Q: 3 clusters Score -5503116 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -5503133.000000 Penalty: 5080.223633
	Iteration 22Q: 3 clusters Score -5503133 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -5503142.000000 Penalty: 5080.223633
	Iteration 23Q: 3 clusters Score -5503142 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -5503158.500000 Penalty: 5080.223633
	Iteration 24Q: 3 clusters Score -5503158 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -5503159.000000 Penalty: 5080.223633
	Iteration 25Q: 3 clusters Score -5503159 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -5503144.000000 Penalty: 5080.223633
	Iteration 26Q: 3 clusters Score -5503144 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -5503133.500000 Penalty: 5080.223633
	Iteration 27Q: 3 clusters Score -5503134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -5503146.000000 Penalty: 5080.223633
	Iteration 28Q: 3 clusters Score -5503146 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -5503136.000000 Penalty: 5080.223633
	Iteration 29Q: 3 clusters Score -5503136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -5503127.500000 Penalty: 5080.223633
	Iteration 30Q: 3 clusters Score -5503128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -5503123.500000 Penalty: 5080.223633
	Iteration 31Q: 3 clusters Score -5503124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -5503121.000000 Penalty: 5080.223633
	Iteration 32Q: 3 clusters Score -5503121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -5503115.500000 Penalty: 5080.223633
	Iteration 33Q: 3 clusters Score -5503116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -5503107.500000 Penalty: 5080.223633
	Iteration 34Q: 3 clusters Score -5503108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -5503108.500000 Penalty: 5080.223633
	Iteration 35Q: 3 clusters Score -5503108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -5503106.000000 Penalty: 5080.223633
	Iteration 36Q: 3 clusters Score -5503106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -5503102.500000 Penalty: 5080.223633
	Iteration 37Q: 3 clusters Score -5503102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -5503097.000000 Penalty: 5080.223633
	Iteration 38Q: 3 clusters Score -5503097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -5503090.500000 Penalty: 5080.223633
	Iteration 39Q: 3 clusters Score -5503090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -5503097.000000 Penalty: 5080.223633
	Iteration 40F: 3 clusters Score -5503097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -5503103.000000 Penalty: 5080.223633
	Iteration 41Q: 3 clusters Score -5503103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -5503094.000000 Penalty: 5080.223633
	Iteration 42Q: 3 clusters Score -5503094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -5503088.500000 Penalty: 5080.223633
	Iteration 43Q: 3 clusters Score -5503088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -5503088.000000 Penalty: 5080.223633
	Iteration 44Q: 3 clusters Score -5503088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -5503081.000000 Penalty: 5080.223633
	Iteration 45Q: 3 clusters Score -5503081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -5503082.500000 Penalty: 5080.223633
	Iteration 46Q: 3 clusters Score -5503082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -5503076.500000 Penalty: 5080.223633
	Iteration 47Q: 3 clusters Score -5503076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -5503074.000000 Penalty: 5080.223633
	Iteration 48Q: 3 clusters Score -5503074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -5503072.500000 Penalty: 5080.223633
	Iteration 49Q: 3 clusters Score -5503072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -5503072.500000 Penalty: 5080.223633
	Iteration 50F: 3 clusters Score -5503072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -26256.578125 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -26256.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25266.564453 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -25266.56 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25509.001953 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -25509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25677.744141 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -25677.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25753.220703 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -25753.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25772.378906 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -25772.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25781.181641 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -25781.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25788.814453 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -25788.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25788.814453 Penalty: 2812.260986
	Iteration 7F: 3 clusters Score -25788.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -127051.679688 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -127051.7 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 348 members 
Entering Unmasked Estep 
Score: -125354.468750 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -125354.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -125700.906250 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -125700.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -125915.101562 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -125915.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -126129.656250 Penalty: 3261.928711
	Iteration 3F: 3 clusters Score -126129.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126466.992188 Penalty: 3261.928711
	Iteration 4F: 3 clusters Score -126467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126622.242188 Penalty: 3261.928711
	Iteration 5F: 3 clusters Score -126622.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -126680.570312 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -126680.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -126727.406250 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -126727.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -126746.796875 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -126746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -126761.226562 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -126761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -126765.210938 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -126765.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -126765.210938 Penalty: 3261.928711
	Iteration 11F: 3 clusters Score -126765.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -46623.019531 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -46623.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45375.664062 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -45375.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45506.406250 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -45506.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45543.769531 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -45543.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45563.871094 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -45563.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45582.441406 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -45582.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45590.832031 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -45590.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45597.613281 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -45597.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45630.699219 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -45630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45648.492188 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -45648.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45697.097656 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -45697.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45735.246094 Penalty: 2837.274658
	Iteration 10Q: 3 clusters Score -45735.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45756.281250 Penalty: 2837.274658
	Iteration 11Q: 3 clusters Score -45756.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45786.605469 Penalty: 2837.274658
	Iteration 12Q: 3 clusters Score -45786.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45806.601562 Penalty: 2837.274658
	Iteration 13Q: 3 clusters Score -45806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45813.871094 Penalty: 2837.274658
	Iteration 14Q: 3 clusters Score -45813.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45838.960938 Penalty: 2837.274658
	Iteration 15Q: 3 clusters Score -45838.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45880.554688 Penalty: 2837.274658
	Iteration 16Q: 3 clusters Score -45880.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45886.128906 Penalty: 2837.274658
	Iteration 17Q: 3 clusters Score -45886.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45886.128906 Penalty: 2837.274658
	Iteration 18F: 3 clusters Score -45886.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -94409.960938 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -94409.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92872.414062 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -92872.41 nChanged 116
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: -93072.742188 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -93072.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -93166.023438 Penalty: 3127.912598
	Iteration 2Q: 3 clusters Score -93166.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -93290.781250 Penalty: 3127.912598
	Iteration 3Q: 3 clusters Score -93290.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -93378.890625 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -93378.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -93463.625000 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -93463.62 nChanged 13
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: -93506.687500 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -93506.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -93552.000000 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -93552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -93575.570312 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -93575.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -93605.265625 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -93605.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -93628.500000 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -93628.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -93641.101562 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -93641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93650.226562 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -93650.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -93651.718750 Penalty: 3127.912598
	Iteration 13Q: 3 clusters Score -93651.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -93651.718750 Penalty: 3127.912598
	Iteration 14F: 3 clusters Score -93651.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Entering Unmasked Estep 
Score: -4151738.750000 Penalty: 2470.808105
	Iteration 0F: 2 clusters Score -4151739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -4136902.750000 Penalty: 4941.616211
	Iteration 0F: 3 clusters Score -4136903 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -4141862.500000 Penalty: 4941.616211
	Iteration 1F: 3 clusters Score -4141862 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -4142204.250000 Penalty: 4941.616211
	Iteration 2Q: 3 clusters Score -4142204 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4142479 nChanged 818
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4142762 nChanged 748
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4142983 nChanged 692
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4143238 nChanged 693
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4143509 nChanged 710
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Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -4143802.250000 Penalty: 4941.616211
	Iteration 8Q: 3 clusters Score -4143802 nChanged 772
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4144184 nChanged 832
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Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4144617 nChanged 944
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4145120 nChanged 1032
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4145739 nChanged 1092
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Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -4146424 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
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	Iteration 14F: 3 clusters Score -4147157 nChanged 968
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4147860 nChanged 811
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4148393 nChanged 633
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4148774 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4148978 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -4149129.000000 Penalty: 4941.616211
	Iteration 19Q: 3 clusters Score -4149129 nChanged 265
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Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4149232 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4149317 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -4149385.750000 Penalty: 4941.616211
	Iteration 22Q: 3 clusters Score -4149386 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -4149451.750000 Penalty: 4941.616211
	Iteration 23Q: 3 clusters Score -4149452 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4149505.500000 Penalty: 4941.616211
	Iteration 24Q: 3 clusters Score -4149506 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4149548.000000 Penalty: 4941.616211
	Iteration 25Q: 3 clusters Score -4149548 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4149598 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -4149623.000000 Penalty: 4941.616211
	Iteration 27Q: 3 clusters Score -4149623 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4149642.000000 Penalty: 4941.616211
	Iteration 28Q: 3 clusters Score -4149642 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -4149669.000000 Penalty: 4941.616211
	Iteration 29Q: 3 clusters Score -4149669 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -4149694.500000 Penalty: 4941.616211
	Iteration 30Q: 3 clusters Score -4149694 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4149703.750000 Penalty: 4941.616211
	Iteration 31Q: 3 clusters Score -4149704 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -4149723.250000 Penalty: 4941.616211
	Iteration 32Q: 3 clusters Score -4149723 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4149721.250000 Penalty: 4941.616211
	Iteration 33Q: 3 clusters Score -4149721 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4149749.750000 Penalty: 4941.616211
	Iteration 34Q: 3 clusters Score -4149750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4149765 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4149774.500000 Penalty: 4941.616211
	Iteration 36Q: 3 clusters Score -4149774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4149783.000000 Penalty: 4941.616211
	Iteration 37Q: 3 clusters Score -4149783 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4149790 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4149795 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4149814.000000 Penalty: 4941.616211
	Iteration 40F: 3 clusters Score -4149814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4149833.000000 Penalty: 4941.616211
	Iteration 41Q: 3 clusters Score -4149833 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4149846.500000 Penalty: 4941.616211
	Iteration 42Q: 3 clusters Score -4149846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4149871.500000 Penalty: 4941.616211
	Iteration 43Q: 3 clusters Score -4149872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4149885.750000 Penalty: 4941.616211
	Iteration 44Q: 3 clusters Score -4149886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4149886.250000 Penalty: 4941.616211
	Iteration 45Q: 3 clusters Score -4149886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4149899.750000 Penalty: 4941.616211
	Iteration 46Q: 3 clusters Score -4149900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4149926.250000 Penalty: 4941.616211
	Iteration 47Q: 3 clusters Score -4149926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4149927.000000 Penalty: 4941.616211
	Iteration 48Q: 3 clusters Score -4149927 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4149942.750000 Penalty: 4941.616211
	Iteration 49Q: 3 clusters Score -4149943 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4149948.250000 Penalty: 4941.616211
	Iteration 50Q: 3 clusters Score -4149948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4149958.000000 Penalty: 4941.616211
	Iteration 51Q: 3 clusters Score -4149958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4149963.000000 Penalty: 4941.616211
	Iteration 52Q: 3 clusters Score -4149963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4149970.750000 Penalty: 4941.616211
	Iteration 53Q: 3 clusters Score -4149971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4149979.750000 Penalty: 4941.616211
	Iteration 54Q: 3 clusters Score -4149980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4149984.500000 Penalty: 4941.616211
	Iteration 55Q: 3 clusters Score -4149984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4149981.500000 Penalty: 4941.616211
	Iteration 56Q: 3 clusters Score -4149982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4149986.750000 Penalty: 4941.616211
	Iteration 57Q: 3 clusters Score -4149987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4149994.250000 Penalty: 4941.616211
	Iteration 58Q: 3 clusters Score -4149994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4149995.000000 Penalty: 4941.616211
	Iteration 59Q: 3 clusters Score -4149995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4150008.000000 Penalty: 4941.616211
	Iteration 60F: 3 clusters Score -4150008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4150008.250000 Penalty: 4941.616211
	Iteration 61Q: 3 clusters Score -4150008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4150014.500000 Penalty: 4941.616211
	Iteration 62Q: 3 clusters Score -4150014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4150016.250000 Penalty: 4941.616211
	Iteration 63Q: 3 clusters Score -4150016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4150017.000000 Penalty: 4941.616211
	Iteration 64Q: 3 clusters Score -4150017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4150022.750000 Penalty: 4941.616211
	Iteration 65Q: 3 clusters Score -4150023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4150029.750000 Penalty: 4941.616211
	Iteration 66Q: 3 clusters Score -4150030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4150029.250000 Penalty: 4941.616211
	Iteration 67Q: 3 clusters Score -4150029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4150027.250000 Penalty: 4941.616211
	Iteration 68Q: 3 clusters Score -4150027 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4150028.000000 Penalty: 4941.616211
	Iteration 69Q: 3 clusters Score -4150028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4150027.250000 Penalty: 4941.616211
	Iteration 70Q: 3 clusters Score -4150027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4150028.500000 Penalty: 4941.616211
	Iteration 71Q: 3 clusters Score -4150028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4150028.250000 Penalty: 4941.616211
	Iteration 72Q: 3 clusters Score -4150028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4150023.500000 Penalty: 4941.616211
	Iteration 73Q: 3 clusters Score -4150024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4150028.250000 Penalty: 4941.616211
	Iteration 74Q: 3 clusters Score -4150028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4150022.500000 Penalty: 4941.616211
	Iteration 75Q: 3 clusters Score -4150022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4150026.000000 Penalty: 4941.616211
	Iteration 76Q: 3 clusters Score -4150026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4150030.750000 Penalty: 4941.616211
	Iteration 77Q: 3 clusters Score -4150031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4150032.500000 Penalty: 4941.616211
	Iteration 78Q: 3 clusters Score -4150032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4150030.000000 Penalty: 4941.616211
	Iteration 79Q: 3 clusters Score -4150030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4150026.500000 Penalty: 4941.616211
	Iteration 80F: 3 clusters Score -4150026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4150023.000000 Penalty: 4941.616211
	Iteration 81Q: 3 clusters Score -4150023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4150021.500000 Penalty: 4941.616211
	Iteration 82Q: 3 clusters Score -4150022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4150026.500000 Penalty: 4941.616211
	Iteration 83Q: 3 clusters Score -4150026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4150032.250000 Penalty: 4941.616211
	Iteration 84Q: 3 clusters Score -4150032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4150029.750000 Penalty: 4941.616211
	Iteration 85Q: 3 clusters Score -4150030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4150030.500000 Penalty: 4941.616211
	Iteration 86Q: 3 clusters Score -4150030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4150033.250000 Penalty: 4941.616211
	Iteration 87Q: 3 clusters Score -4150033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4150025.000000 Penalty: 4941.616211
	Iteration 88Q: 3 clusters Score -4150025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4150032.250000 Penalty: 4941.616211
	Iteration 89Q: 3 clusters Score -4150032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4150034.000000 Penalty: 4941.616211
	Iteration 90Q: 3 clusters Score -4150034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4150032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
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	Iteration 92F: 3 clusters Score -4150032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -404172.093750 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -404172.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -401487.250000 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -401487.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -402091.500000 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -402091.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -402358.343750 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -402358.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -402591.375000 Penalty: 3819.571045
	Iteration 3F: 3 clusters Score -402591.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -402842.406250 Penalty: 3819.571045
	Iteration 4F: 3 clusters Score -402842.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -403064.093750 Penalty: 3819.571045
	Iteration 5F: 3 clusters Score -403064.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -403249.812500 Penalty: 3819.571045
	Iteration 6F: 3 clusters Score -403249.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -403385.656250 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -403385.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -403493.625000 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -403493.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -403587.437500 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -403587.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -403652.406250 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -403652.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -403695.125000 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -403695.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -403719.406250 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -403719.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -403739.750000 Penalty: 3819.571045
	Iteration 13Q: 3 clusters Score -403739.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -403762.875000 Penalty: 3819.571045
	Iteration 14Q: 3 clusters Score -403762.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -403775.531250 Penalty: 3819.571045
	Iteration 15Q: 3 clusters Score -403775.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -403784.750000 Penalty: 3819.571045
	Iteration 16Q: 3 clusters Score -403784.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -403795.843750 Penalty: 3819.571045
	Iteration 17Q: 3 clusters Score -403795.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -403806.781250 Penalty: 3819.571045
	Iteration 18Q: 3 clusters Score -403806.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -403817.281250 Penalty: 3819.571045
	Iteration 19Q: 3 clusters Score -403817.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -403829.375000 Penalty: 3819.571045
	Iteration 20F: 3 clusters Score -403829.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -403838.281250 Penalty: 3819.571045
	Iteration 21Q: 3 clusters Score -403838.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -403852.562500 Penalty: 3819.571045
	Iteration 22Q: 3 clusters Score -403852.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -403869.687500 Penalty: 3819.571045
	Iteration 23Q: 3 clusters Score -403869.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -403878.500000 Penalty: 3819.571045
	Iteration 24Q: 3 clusters Score -403878.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -403885.812500 Penalty: 3819.571045
	Iteration 25Q: 3 clusters Score -403885.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -403891.937500 Penalty: 3819.571045
	Iteration 26Q: 3 clusters Score -403891.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -403895.250000 Penalty: 3819.571045
	Iteration 27Q: 3 clusters Score -403895.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -403898.375000 Penalty: 3819.571045
	Iteration 28Q: 3 clusters Score -403898.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -403898.843750 Penalty: 3819.571045
	Iteration 29Q: 3 clusters Score -403898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -403900.562500 Penalty: 3819.571045
	Iteration 30Q: 3 clusters Score -403900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -403901.906250 Penalty: 3819.571045
	Iteration 31Q: 3 clusters Score -403901.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -403903.281250 Penalty: 3819.571045
	Iteration 32Q: 3 clusters Score -403903.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -403904.718750 Penalty: 3819.571045
	Iteration 33Q: 3 clusters Score -403904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -403904.718750 Penalty: 3819.571045
	Iteration 34F: 3 clusters Score -403904.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -160300.359375 Penalty: 1707.098633
	Iteration 0F: 2 clusters Score -160300.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -158408.781250 Penalty: 3414.197266
	Iteration 0F: 3 clusters Score -158408.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -158765.265625 Penalty: 3414.197266
	Iteration 1F: 3 clusters Score -158765.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -158930.437500 Penalty: 3414.197266
	Iteration 2F: 3 clusters Score -158930.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -159067.109375 Penalty: 3414.197266
	Iteration 3F: 3 clusters Score -159067.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -159176.671875 Penalty: 3414.197266
	Iteration 4F: 3 clusters Score -159176.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159286.562500 Penalty: 3414.197266
	Iteration 5Q: 3 clusters Score -159286.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -159377.734375 Penalty: 3414.197266
	Iteration 6Q: 3 clusters Score -159377.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -159481.640625 Penalty: 3414.197266
	Iteration 7Q: 3 clusters Score -159481.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -159563.671875 Penalty: 3414.197266
	Iteration 8Q: 3 clusters Score -159563.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -159627.468750 Penalty: 3414.197266
	Iteration 9Q: 3 clusters Score -159627.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -159683.203125 Penalty: 3414.197266
	Iteration 10Q: 3 clusters Score -159683.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -159705.984375 Penalty: 3414.197266
	Iteration 11Q: 3 clusters Score -159706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -159721.437500 Penalty: 3414.197266
	Iteration 12Q: 3 clusters Score -159721.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -159734.281250 Penalty: 3414.197266
	Iteration 13Q: 3 clusters Score -159734.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -159735.281250 Penalty: 3414.197266
	Iteration 14Q: 3 clusters Score -159735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -159737.843750 Penalty: 3414.197266
	Iteration 15Q: 3 clusters Score -159737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -159744.546875 Penalty: 3414.197266
	Iteration 16Q: 3 clusters Score -159744.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -159747.859375 Penalty: 3414.197266
	Iteration 17Q: 3 clusters Score -159747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -159749.562500 Penalty: 3414.197266
	Iteration 18Q: 3 clusters Score -159749.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -159753.218750 Penalty: 3414.197266
	Iteration 19Q: 3 clusters Score -159753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -159753.968750 Penalty: 3414.197266
	Iteration 20F: 3 clusters Score -159754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -159756.843750 Penalty: 3414.197266
	Iteration 21Q: 3 clusters Score -159756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -159760.437500 Penalty: 3414.197266
	Iteration 22Q: 3 clusters Score -159760.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -159763.640625 Penalty: 3414.197266
	Iteration 23Q: 3 clusters Score -159763.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -159765.859375 Penalty: 3414.197266
	Iteration 24Q: 3 clusters Score -159765.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -159773.078125 Penalty: 3414.197266
	Iteration 25Q: 3 clusters Score -159773.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -159773.078125 Penalty: 3414.197266
	Iteration 26F: 3 clusters Score -159773.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -455857.468750 Penalty: 1925.334717
	Iteration 0F: 2 clusters Score -455857.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -453046.312500 Penalty: 3850.669434
	Iteration 0F: 3 clusters Score -453046.3 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -453625.656250 Penalty: 3850.669434
	Iteration 1F: 3 clusters Score -453625.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -453794.093750 Penalty: 3850.669434
	Iteration 2F: 3 clusters Score -453794.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -453936.250000 Penalty: 3850.669434
	Iteration 3F: 3 clusters Score -453936.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -454095.718750 Penalty: 3850.669434
	Iteration 4F: 3 clusters Score -454095.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -454305.843750 Penalty: 3850.669434
	Iteration 5F: 3 clusters Score -454305.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -454547.375000 Penalty: 3850.669434
	Iteration 6F: 3 clusters Score -454547.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -454749.500000 Penalty: 3850.669434
	Iteration 7F: 3 clusters Score -454749.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -454891.437500 Penalty: 3850.669434
	Iteration 8Q: 3 clusters Score -454891.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -454991.312500 Penalty: 3850.669434
	Iteration 9Q: 3 clusters Score -454991.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -455061.343750 Penalty: 3850.669434
	Iteration 10Q: 3 clusters Score -455061.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -455099.718750 Penalty: 3850.669434
	Iteration 11Q: 3 clusters Score -455099.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -455124.687500 Penalty: 3850.669434
	Iteration 12Q: 3 clusters Score -455124.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -455143.531250 Penalty: 3850.669434
	Iteration 13Q: 3 clusters Score -455143.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -455150.187500 Penalty: 3850.669434
	Iteration 14Q: 3 clusters Score -455150.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -455156.625000 Penalty: 3850.669434
	Iteration 15Q: 3 clusters Score -455156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -455162.750000 Penalty: 3850.669434
	Iteration 16Q: 3 clusters Score -455162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -455163.187500 Penalty: 3850.669434
	Iteration 17Q: 3 clusters Score -455163.2 nChanged 1
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: -455163.750000 Penalty: 3850.669434
	Iteration 18Q: 3 clusters Score -455163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -455164.625000 Penalty: 3850.669434
	Iteration 19Q: 3 clusters Score -455164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -455166.250000 Penalty: 3850.669434
	Iteration 20F: 3 clusters Score -455166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -455166.843750 Penalty: 3850.669434
	Iteration 21Q: 3 clusters Score -455166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -455168.968750 Penalty: 3850.669434
	Iteration 22Q: 3 clusters Score -455169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -455169.406250 Penalty: 3850.669434
	Iteration 23Q: 3 clusters Score -455169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -455171.562500 Penalty: 3850.669434
	Iteration 24Q: 3 clusters Score -455171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -455174.437500 Penalty: 3850.669434
	Iteration 25Q: 3 clusters Score -455174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -455175.500000 Penalty: 3850.669434
	Iteration 26Q: 3 clusters Score -455175.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -455177.375000 Penalty: 3850.669434
	Iteration 27Q: 3 clusters Score -455177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -455177.531250 Penalty: 3850.669434
	Iteration 28Q: 3 clusters Score -455177.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -455177.531250 Penalty: 3850.669434
	Iteration 29F: 3 clusters Score -455177.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Entering Unmasked Estep 
Score: -1230911.125000 Penalty: 2162.795654
	Iteration 0F: 2 clusters Score -1230911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1225700.250000 Penalty: 4325.591309
	Iteration 0F: 3 clusters Score -1225700 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1227085.000000 Penalty: 4325.591309
	Iteration 1F: 3 clusters Score -1227085 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1227489.375000 Penalty: 4325.591309
	Iteration 2F: 3 clusters Score -1227489 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1227936.500000 Penalty: 4325.591309
	Iteration 3F: 3 clusters Score -1227936 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1228414.750000 Penalty: 4325.591309
	Iteration 4F: 3 clusters Score -1228415 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1228900.500000 Penalty: 4325.591309
	Iteration 5F: 3 clusters Score -1228900 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1229275.000000 Penalty: 4325.591309
	Iteration 6F: 3 clusters Score -1229275 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1229537.500000 Penalty: 4325.591309
	Iteration 7F: 3 clusters Score -1229538 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1229689.125000 Penalty: 4325.591309
	Iteration 8Q: 3 clusters Score -1229689 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1229777.375000 Penalty: 4325.591309
	Iteration 9Q: 3 clusters Score -1229777 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1229835.375000 Penalty: 4325.591309
	Iteration 10Q: 3 clusters Score -1229835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1229871.625000 Penalty: 4325.591309
	Iteration 11Q: 3 clusters Score -1229872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1229904.625000 Penalty: 4325.591309
	Iteration 12Q: 3 clusters Score -1229905 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1229930.125000 Penalty: 4325.591309
	Iteration 13Q: 3 clusters Score -1229930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1229941.625000 Penalty: 4325.591309
	Iteration 14Q: 3 clusters Score -1229942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1229957.250000 Penalty: 4325.591309
	Iteration 15Q: 3 clusters Score -1229957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1229969.250000 Penalty: 4325.591309
	Iteration 16Q: 3 clusters Score -1229969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1229974.500000 Penalty: 4325.591309
	Iteration 17Q: 3 clusters Score -1229974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1229977.500000 Penalty: 4325.591309
	Iteration 18Q: 3 clusters Score -1229978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1229977.875000 Penalty: 4325.591309
	Iteration 19Q: 3 clusters Score -1229978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1229978.375000 Penalty: 4325.591309
	Iteration 20F: 3 clusters Score -1229978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1229983.000000 Penalty: 4325.591309
	Iteration 21Q: 3 clusters Score -1229983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1229983.250000 Penalty: 4325.591309
	Iteration 22Q: 3 clusters Score -1229983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1229983.250000 Penalty: 4325.591309
	Iteration 23F: 3 clusters Score -1229983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -14025.152344 Penalty: 1320.106445
	Iteration 0F: 2 clusters Score -14025.15 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 100 members 
Entering Unmasked Estep 
Score: -13037.735352 Penalty: 2640.212891
	Iteration 0F: 3 clusters Score -13037.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13162.500000 Penalty: 2640.212891
	Iteration 1F: 3 clusters Score -13162.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13169.237305 Penalty: 2640.212891
	Iteration 2Q: 3 clusters Score -13169.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13175.140625 Penalty: 2640.212891
	Iteration 3Q: 3 clusters Score -13175.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13200.282227 Penalty: 2640.212891
	Iteration 4Q: 3 clusters Score -13200.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13229.465820 Penalty: 2640.212891
	Iteration 5Q: 3 clusters Score -13229.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13237.560547 Penalty: 2640.212891
	Iteration 6Q: 3 clusters Score -13237.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13237.560547 Penalty: 2640.212891
	Iteration 7F: 3 clusters Score -13237.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Entering Unmasked Estep 
Score: -846850.625000 Penalty: 2069.496094
	Iteration 0F: 2 clusters Score -846850.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -842809.312500 Penalty: 4138.992188
	Iteration 0F: 3 clusters Score -842809.3 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -843643.937500 Penalty: 4138.992188
	Iteration 1F: 3 clusters Score -843643.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -843824.250000 Penalty: 4138.992188
	Iteration 2F: 3 clusters Score -843824.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -843953.250000 Penalty: 4138.992188
	Iteration 3F: 3 clusters Score -843953.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -844044.500000 Penalty: 4138.992188
	Iteration 4Q: 3 clusters Score -844044.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -844112.250000 Penalty: 4138.992188
	Iteration 5Q: 3 clusters Score -844112.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -844173.562500 Penalty: 4138.992188
	Iteration 6Q: 3 clusters Score -844173.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -844235.187500 Penalty: 4138.992188
	Iteration 7Q: 3 clusters Score -844235.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -844298.250000 Penalty: 4138.992188
	Iteration 8Q: 3 clusters Score -844298.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -844365.500000 Penalty: 4138.992188
	Iteration 9Q: 3 clusters Score -844365.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -844416.312500 Penalty: 4138.992188
	Iteration 10Q: 3 clusters Score -844416.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -844463.812500 Penalty: 4138.992188
	Iteration 11Q: 3 clusters Score -844463.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -844513.312500 Penalty: 4138.992188
	Iteration 12Q: 3 clusters Score -844513.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -844566.875000 Penalty: 4138.992188
	Iteration 13Q: 3 clusters Score -844566.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -844616.312500 Penalty: 4138.992188
	Iteration 14Q: 3 clusters Score -844616.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -844664.062500 Penalty: 4138.992188
	Iteration 15Q: 3 clusters Score -844664.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -844708.187500 Penalty: 4138.992188
	Iteration 16Q: 3 clusters Score -844708.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -844757.000000 Penalty: 4138.992188
	Iteration 17Q: 3 clusters Score -844757 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -844800.875000 Penalty: 4138.992188
	Iteration 18Q: 3 clusters Score -844800.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -844837.812500 Penalty: 4138.992188
	Iteration 19Q: 3 clusters Score -844837.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -844861.625000 Penalty: 4138.992188
	Iteration 20F: 3 clusters Score -844861.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -844891.437500 Penalty: 4138.992188
	Iteration 21Q: 3 clusters Score -844891.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -844918.062500 Penalty: 4138.992188
	Iteration 22Q: 3 clusters Score -844918.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -844936.437500 Penalty: 4138.992188
	Iteration 23Q: 3 clusters Score -844936.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -844947.687500 Penalty: 4138.992188
	Iteration 24Q: 3 clusters Score -844947.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -844964.375000 Penalty: 4138.992188
	Iteration 25Q: 3 clusters Score -844964.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -844983.062500 Penalty: 4138.992188
	Iteration 26Q: 3 clusters Score -844983.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -844990.687500 Penalty: 4138.992188
	Iteration 27Q: 3 clusters Score -844990.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -844997.812500 Penalty: 4138.992188
	Iteration 28Q: 3 clusters Score -844997.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -845007.187500 Penalty: 4138.992188
	Iteration 29Q: 3 clusters Score -845007.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -845013.375000 Penalty: 4138.992188
	Iteration 30Q: 3 clusters Score -845013.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -845018.875000 Penalty: 4138.992188
	Iteration 31Q: 3 clusters Score -845018.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -845026.187500 Penalty: 4138.992188
	Iteration 32Q: 3 clusters Score -845026.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -845031.750000 Penalty: 4138.992188
	Iteration 33Q: 3 clusters Score -845031.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -845035.187500 Penalty: 4138.992188
	Iteration 34Q: 3 clusters Score -845035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -845040.125000 Penalty: 4138.992188
	Iteration 35Q: 3 clusters Score -845040.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -845042.500000 Penalty: 4138.992188
	Iteration 36Q: 3 clusters Score -845042.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -845044.750000 Penalty: 4138.992188
	Iteration 37Q: 3 clusters Score -845044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -845048.062500 Penalty: 4138.992188
	Iteration 38Q: 3 clusters Score -845048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -845051.250000 Penalty: 4138.992188
	Iteration 39Q: 3 clusters Score -845051.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -845054.250000 Penalty: 4138.992188
	Iteration 40F: 3 clusters Score -845054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -845056.937500 Penalty: 4138.992188
	Iteration 41Q: 3 clusters Score -845056.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -845059.750000 Penalty: 4138.992188
	Iteration 42Q: 3 clusters Score -845059.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -845060.062500 Penalty: 4138.992188
	Iteration 43Q: 3 clusters Score -845060.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -845060.062500 Penalty: 4138.992188
	Iteration 44F: 3 clusters Score -845060.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Entering Unmasked Estep 
Score: -4844608.500000 Penalty: 2494.673096
	Iteration 0F: 2 clusters Score -4844608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -4829441.000000 Penalty: 4989.346191
	Iteration 0F: 3 clusters Score -4829441 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -4835056.500000 Penalty: 4989.346191
	Iteration 1F: 3 clusters Score -4835056 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -4835392.000000 Penalty: 4989.346191
	Iteration 2Q: 3 clusters Score -4835392 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4835649.500000 Penalty: 4989.346191
	Iteration 3Q: 3 clusters Score -4835650 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4835882.000000 Penalty: 4989.346191
	Iteration 4Q: 3 clusters Score -4835882 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -4836044.000000 Penalty: 4989.346191
	Iteration 5Q: 3 clusters Score -4836044 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4836220.000000 Penalty: 4989.346191
	Iteration 6Q: 3 clusters Score -4836220 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4836359.500000 Penalty: 4989.346191
	Iteration 7Q: 3 clusters Score -4836360 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -4836487.000000 Penalty: 4989.346191
	Iteration 8Q: 3 clusters Score -4836487 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -4836608.000000 Penalty: 4989.346191
	Iteration 9Q: 3 clusters Score -4836608 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -4836790.500000 Penalty: 4989.346191
	Iteration 10Q: 3 clusters Score -4836790 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -4837018.000000 Penalty: 4989.346191
	Iteration 11Q: 3 clusters Score -4837018 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -4837266.500000 Penalty: 4989.346191
	Iteration 12Q: 3 clusters Score -4837266 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -4837630.500000 Penalty: 4989.346191
	Iteration 13Q: 3 clusters Score -4837630 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -4838103.000000 Penalty: 4989.346191
	Iteration 14Q: 3 clusters Score -4838103 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -4838640.500000 Penalty: 4989.346191
	Iteration 15Q: 3 clusters Score -4838640 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -4839276.500000 Penalty: 4989.346191
	Iteration 16Q: 3 clusters Score -4839276 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4839956.000000 Penalty: 4989.346191
	Iteration 17Q: 3 clusters Score -4839956 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -4840534.500000 Penalty: 4989.346191
	Iteration 18Q: 3 clusters Score -4840534 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4841028.000000 Penalty: 4989.346191
	Iteration 19Q: 3 clusters Score -4841028 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4841347.500000 Penalty: 4989.346191
	Iteration 20F: 3 clusters Score -4841348 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4841641.500000 Penalty: 4989.346191
	Iteration 21Q: 3 clusters Score -4841642 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4841815.500000 Penalty: 4989.346191
	Iteration 22Q: 3 clusters Score -4841816 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4841973.000000 Penalty: 4989.346191
	Iteration 23Q: 3 clusters Score -4841973 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4842100.500000 Penalty: 4989.346191
	Iteration 24Q: 3 clusters Score -4842100 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4842191.000000 Penalty: 4989.346191
	Iteration 25Q: 3 clusters Score -4842191 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4842293.000000 Penalty: 4989.346191
	Iteration 26Q: 3 clusters Score -4842293 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4842355.500000 Penalty: 4989.346191
	Iteration 27Q: 3 clusters Score -4842356 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4842397.000000 Penalty: 4989.346191
	Iteration 28Q: 3 clusters Score -4842397 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4842436.000000 Penalty: 4989.346191
	Iteration 29Q: 3 clusters Score -4842436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4842470.000000 Penalty: 4989.346191
	Iteration 30Q: 3 clusters Score -4842470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4842490.000000 Penalty: 4989.346191
	Iteration 31Q: 3 clusters Score -4842490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4842511.500000 Penalty: 4989.346191
	Iteration 32Q: 3 clusters Score -4842512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4842535.000000 Penalty: 4989.346191
	Iteration 33Q: 3 clusters Score -4842535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4842539.500000 Penalty: 4989.346191
	Iteration 34Q: 3 clusters Score -4842540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4842556.500000 Penalty: 4989.346191
	Iteration 35Q: 3 clusters Score -4842556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4842574.500000 Penalty: 4989.346191
	Iteration 36Q: 3 clusters Score -4842574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4842577.500000 Penalty: 4989.346191
	Iteration 37Q: 3 clusters Score -4842578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4842578.500000 Penalty: 4989.346191
	Iteration 38Q: 3 clusters Score -4842578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4842587.500000 Penalty: 4989.346191
	Iteration 39Q: 3 clusters Score -4842588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4842592.500000 Penalty: 4989.346191
	Iteration 40F: 3 clusters Score -4842592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4842599.500000 Penalty: 4989.346191
	Iteration 41Q: 3 clusters Score -4842600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4842590.000000 Penalty: 4989.346191
	Iteration 42Q: 3 clusters Score -4842590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4842593.500000 Penalty: 4989.346191
	Iteration 43Q: 3 clusters Score -4842594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4842596.500000 Penalty: 4989.346191
	Iteration 44Q: 3 clusters Score -4842596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4842604.000000 Penalty: 4989.346191
	Iteration 45Q: 3 clusters Score -4842604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4842600.500000 Penalty: 4989.346191
	Iteration 46Q: 3 clusters Score -4842600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4842598.000000 Penalty: 4989.346191
	Iteration 47Q: 3 clusters Score -4842598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4842604.000000 Penalty: 4989.346191
	Iteration 48Q: 3 clusters Score -4842604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4842607.000000 Penalty: 4989.346191
	Iteration 49Q: 3 clusters Score -4842607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4842613.500000 Penalty: 4989.346191
	Iteration 50Q: 3 clusters Score -4842614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4842622.500000 Penalty: 4989.346191
	Iteration 51Q: 3 clusters Score -4842622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4842623.500000 Penalty: 4989.346191
	Iteration 52Q: 3 clusters Score -4842624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4842629.500000 Penalty: 4989.346191
	Iteration 53Q: 3 clusters Score -4842630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4842625.500000 Penalty: 4989.346191
	Iteration 54Q: 3 clusters Score -4842626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4842624.500000 Penalty: 4989.346191
	Iteration 55Q: 3 clusters Score -4842624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4842627.000000 Penalty: 4989.346191
	Iteration 56Q: 3 clusters Score -4842627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4842625.500000 Penalty: 4989.346191
	Iteration 57Q: 3 clusters Score -4842626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4842627.500000 Penalty: 4989.346191
	Iteration 58Q: 3 clusters Score -4842628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4842627.000000 Penalty: 4989.346191
	Iteration 59Q: 3 clusters Score -4842627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4842630.500000 Penalty: 4989.346191
	Iteration 60F: 3 clusters Score -4842630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4842629.500000 Penalty: 4989.346191
	Iteration 61Q: 3 clusters Score -4842630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4842638.000000 Penalty: 4989.346191
	Iteration 62Q: 3 clusters Score -4842638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4842641.000000 Penalty: 4989.346191
	Iteration 63Q: 3 clusters Score -4842641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4842637.500000 Penalty: 4989.346191
	Iteration 64Q: 3 clusters Score -4842638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4842640.500000 Penalty: 4989.346191
	Iteration 65Q: 3 clusters Score -4842640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4842643.000000 Penalty: 4989.346191
	Iteration 66Q: 3 clusters Score -4842643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4842647.000000 Penalty: 4989.346191
	Iteration 67Q: 3 clusters Score -4842647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4842651.500000 Penalty: 4989.346191
	Iteration 68Q: 3 clusters Score -4842652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4842662.000000 Penalty: 4989.346191
	Iteration 69Q: 3 clusters Score -4842662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4842661.000000 Penalty: 4989.346191
	Iteration 70Q: 3 clusters Score -4842661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4842667.000000 Penalty: 4989.346191
	Iteration 71Q: 3 clusters Score -4842667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4842676.000000 Penalty: 4989.346191
	Iteration 72Q: 3 clusters Score -4842676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4842682.500000 Penalty: 4989.346191
	Iteration 73Q: 3 clusters Score -4842682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4842680.500000 Penalty: 4989.346191
	Iteration 74Q: 3 clusters Score -4842680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4842683.000000 Penalty: 4989.346191
	Iteration 75Q: 3 clusters Score -4842683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4842683.000000 Penalty: 4989.346191
	Iteration 76F: 3 clusters Score -4842683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (49194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Entering Unmasked Estep 
Score: -9322684.000000 Penalty: 2679.274658
	Iteration 0F: 2 clusters Score -9322684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -9290030.000000 Penalty: 5358.549316
	Iteration 0F: 3 clusters Score -9290030 nChanged 22759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -9302851.000000 Penalty: 5358.549316
	Iteration 1F: 3 clusters Score -9302851 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -9303442.000000 Penalty: 5358.549316
	Iteration 2Q: 3 clusters Score -9303442 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -9304187.000000 Penalty: 5358.549316
	Iteration 3Q: 3 clusters Score -9304187 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -9305230.000000 Penalty: 5358.549316
	Iteration 4Q: 3 clusters Score -9305230 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -9306594.000000 Penalty: 5358.549316
	Iteration 5F: 3 clusters Score -9306594 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -9308454.000000 Penalty: 5358.549316
	Iteration 6F: 3 clusters Score -9308454 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -9310837.000000 Penalty: 5358.549316
	Iteration 7F: 3 clusters Score -9310837 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -9313366.000000 Penalty: 5358.549316
	Iteration 8F: 3 clusters Score -9313366 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -9315637.000000 Penalty: 5358.549316
	Iteration 9F: 3 clusters Score -9315637 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -9317292.000000 Penalty: 5358.549316
	Iteration 10Q: 3 clusters Score -9317292 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -9318516.000000 Penalty: 5358.549316
	Iteration 11Q: 3 clusters Score -9318516 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -9319201.000000 Penalty: 5358.549316
	Iteration 12Q: 3 clusters Score -9319201 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9319597.000000 Penalty: 5358.549316
	Iteration 13Q: 3 clusters Score -9319597 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9319823.000000 Penalty: 5358.549316
	Iteration 14Q: 3 clusters Score -9319823 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -9319968.000000 Penalty: 5358.549316
	Iteration 15Q: 3 clusters Score -9319968 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9320091.000000 Penalty: 5358.549316
	Iteration 16Q: 3 clusters Score -9320091 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -9320127.000000 Penalty: 5358.549316
	Iteration 17Q: 3 clusters Score -9320127 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9320170.000000 Penalty: 5358.549316
	Iteration 18Q: 3 clusters Score -9320170 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -9320201.000000 Penalty: 5358.549316
	Iteration 19Q: 3 clusters Score -9320201 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -9320226.000000 Penalty: 5358.549316
	Iteration 20F: 3 clusters Score -9320226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9320248.000000 Penalty: 5358.549316
	Iteration 21Q: 3 clusters Score -9320248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9320278.000000 Penalty: 5358.549316
	Iteration 22Q: 3 clusters Score -9320278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -9320304.000000 Penalty: 5358.549316
	Iteration 23Q: 3 clusters Score -9320304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -9320321.000000 Penalty: 5358.549316
	Iteration 24Q: 3 clusters Score -9320321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9320340.000000 Penalty: 5358.549316
	Iteration 25Q: 3 clusters Score -9320340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -9320343.000000 Penalty: 5358.549316
	Iteration 26Q: 3 clusters Score -9320343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9320383.000000 Penalty: 5358.549316
	Iteration 27Q: 3 clusters Score -9320383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9320404.000000 Penalty: 5358.549316
	Iteration 28Q: 3 clusters Score -9320404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9320446.000000 Penalty: 5358.549316
	Iteration 29Q: 3 clusters Score -9320446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9320451.000000 Penalty: 5358.549316
	Iteration 30Q: 3 clusters Score -9320451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9320469.000000 Penalty: 5358.549316
	Iteration 31Q: 3 clusters Score -9320469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9320469.000000 Penalty: 5358.549316
	Iteration 32Q: 3 clusters Score -9320469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9320482.000000 Penalty: 5358.549316
	Iteration 33Q: 3 clusters Score -9320482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9320493.000000 Penalty: 5358.549316
	Iteration 34Q: 3 clusters Score -9320493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9320493.000000 Penalty: 5358.549316
	Iteration 35Q: 3 clusters Score -9320493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -9320504.000000 Penalty: 5358.549316
	Iteration 36Q: 3 clusters Score -9320504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9320513.000000 Penalty: 5358.549316
	Iteration 37Q: 3 clusters Score -9320513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9320514.000000 Penalty: 5358.549316
	Iteration 38Q: 3 clusters Score -9320514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9320511.000000 Penalty: 5358.549316
	Iteration 39Q: 3 clusters Score -9320511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9320507.000000 Penalty: 5358.549316
	Iteration 40F: 3 clusters Score -9320507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9320510.000000 Penalty: 5358.549316
	Iteration 41Q: 3 clusters Score -9320510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9320516.000000 Penalty: 5358.549316
	Iteration 42Q: 3 clusters Score -9320516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9320527.000000 Penalty: 5358.549316
	Iteration 43Q: 3 clusters Score -9320527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9320539.000000 Penalty: 5358.549316
	Iteration 44Q: 3 clusters Score -9320539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9320536.000000 Penalty: 5358.549316
	Iteration 45Q: 3 clusters Score -9320536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9320542.000000 Penalty: 5358.549316
	Iteration 46Q: 3 clusters Score -9320542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9320536.000000 Penalty: 5358.549316
	Iteration 47Q: 3 clusters Score -9320536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9320538.000000 Penalty: 5358.549316
	Iteration 48Q: 3 clusters Score -9320538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9320539.000000 Penalty: 5358.549316
	Iteration 49Q: 3 clusters Score -9320539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9320541.000000 Penalty: 5358.549316
	Iteration 50Q: 3 clusters Score -9320541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9320553.000000 Penalty: 5358.549316
	Iteration 51Q: 3 clusters Score -9320553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9320553.000000 Penalty: 5358.549316
	Iteration 52Q: 3 clusters Score -9320553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9320561.000000 Penalty: 5358.549316
	Iteration 53Q: 3 clusters Score -9320561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -9320550.000000 Penalty: 5358.549316
	Iteration 54Q: 3 clusters Score -9320550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9320564.000000 Penalty: 5358.549316
	Iteration 55Q: 3 clusters Score -9320564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9320565.000000 Penalty: 5358.549316
	Iteration 56Q: 3 clusters Score -9320565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9320564.000000 Penalty: 5358.549316
	Iteration 57Q: 3 clusters Score -9320564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9320564.000000 Penalty: 5358.549316
	Iteration 58F: 3 clusters Score -9320564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -113003.125000 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -113003.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -111365.406250 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -111365.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -111659.093750 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -111659.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -111799.398438 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -111799.4 nChanged 44
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: -111965.773438 Penalty: 3248.626709
	Iteration 3F: 3 clusters Score -111965.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -112051.109375 Penalty: 3248.626709
	Iteration 4F: 3 clusters Score -112051.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -112142.312500 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -112142.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -112298.242188 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -112298.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -112552.273438 Penalty: 3248.626709
	Iteration 7F: 3 clusters Score -112552.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112874.835938 Penalty: 3248.626709
	Iteration 8F: 3 clusters Score -112874.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -113101.460938 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -113101.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -113227.835938 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -113227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -113248.062500 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -113248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -113265.968750 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -113266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -113280.710938 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -113280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -113281.367188 Penalty: 3248.626709
	Iteration 14F: 3 clusters Score -113281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -113297.171875 Penalty: 3248.626709
	Iteration 15Q: 3 clusters Score -113297.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -113297.171875 Penalty: 3248.626709
	Iteration 16F: 3 clusters Score -113297.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 28565 members 
Mstep: Class 6 contains 26855 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 15074 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 16166 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 28068 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 21225 members 
Mstep: Class 23 contains 2210 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4208 members 
Mstep: Class 29 contains 23369 members 
Mstep: Class 30 contains 49194 members 
Mstep: Class 31 contains 337 members 
Mstep: Class 32 contains 25404 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16853 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 670 members 
Mstep: Class 38 contains 34921 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 16426 members 
Mstep: Class 41 contains 1528 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 36662 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 1710 members 
Mstep: Class 47 contains 364 members 
Mstep: Class 48 contains 8449 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 976 members 
Mstep: Class 51 contains 362 members 
Entering Unmasked Estep 
Score: -84184904.000000 Penalty: 164205.375000
Splitting cluster 31 changes total score from -84186456.000000 to -84184904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (25404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Entering Unmasked Estep 
Score: -4981737.500000 Penalty: 2515.380127
	Iteration 0F: 2 clusters Score -4981738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -4965227.500000 Penalty: 5030.760254
	Iteration 0F: 3 clusters Score -4965228 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4971193.500000 Penalty: 5030.760254
	Iteration 1F: 3 clusters Score -4971194 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -4971701.000000 Penalty: 5030.760254
	Iteration 2F: 3 clusters Score -4971701 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -4972236.500000 Penalty: 5030.760254
	Iteration 3Q: 3 clusters Score -4972236 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -4972883.000000 Penalty: 5030.760254
	Iteration 4Q: 3 clusters Score -4972883 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -4973679.000000 Penalty: 5030.760254
	Iteration 5F: 3 clusters Score -4973679 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -4974673.000000 Penalty: 5030.760254
	Iteration 6F: 3 clusters Score -4974673 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -4975941.000000 Penalty: 5030.760254
	Iteration 7F: 3 clusters Score -4975941 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -4977335.000000 Penalty: 5030.760254
	Iteration 8F: 3 clusters Score -4977335 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -4978445.500000 Penalty: 5030.760254
	Iteration 9F: 3 clusters Score -4978446 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -4979051.500000 Penalty: 5030.760254
	Iteration 10Q: 3 clusters Score -4979052 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -4979346.500000 Penalty: 5030.760254
	Iteration 11Q: 3 clusters Score -4979346 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4979574.000000 Penalty: 5030.760254
	Iteration 12Q: 3 clusters Score -4979574 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -4979728.000000 Penalty: 5030.760254
	Iteration 13Q: 3 clusters Score -4979728 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -4979850.000000 Penalty: 5030.760254
	Iteration 14Q: 3 clusters Score -4979850 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4979946.000000 Penalty: 5030.760254
	Iteration 15Q: 3 clusters Score -4979946 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4979969.500000 Penalty: 5030.760254
	Iteration 16Q: 3 clusters Score -4979970 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4979995.000000 Penalty: 5030.760254
	Iteration 17Q: 3 clusters Score -4979995 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4980031.500000 Penalty: 5030.760254
	Iteration 18Q: 3 clusters Score -4980032 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4980075.500000 Penalty: 5030.760254
	Iteration 19Q: 3 clusters Score -4980076 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4980102.000000 Penalty: 5030.760254
	Iteration 20F: 3 clusters Score -4980102 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4980096.500000 Penalty: 5030.760254
	Iteration 21Q: 3 clusters Score -4980096 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4980090.000000 Penalty: 5030.760254
	Iteration 22Q: 3 clusters Score -4980090 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4980102.000000 Penalty: 5030.760254
	Iteration 23Q: 3 clusters Score -4980102 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4980091.500000 Penalty: 5030.760254
	Iteration 24Q: 3 clusters Score -4980092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4980092.500000 Penalty: 5030.760254
	Iteration 25Q: 3 clusters Score -4980092 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4980075.000000 Penalty: 5030.760254
	Iteration 26Q: 3 clusters Score -4980075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4980060.500000 Penalty: 5030.760254
	Iteration 27Q: 3 clusters Score -4980060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4980052.500000 Penalty: 5030.760254
	Iteration 28Q: 3 clusters Score -4980052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4980038.000000 Penalty: 5030.760254
	Iteration 29Q: 3 clusters Score -4980038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4980013.500000 Penalty: 5030.760254
	Iteration 30Q: 3 clusters Score -4980014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4980015.000000 Penalty: 5030.760254
	Iteration 31Q: 3 clusters Score -4980015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4980001.000000 Penalty: 5030.760254
	Iteration 32Q: 3 clusters Score -4980001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4979995.000000 Penalty: 5030.760254
	Iteration 33Q: 3 clusters Score -4979995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4979984.500000 Penalty: 5030.760254
	Iteration 34Q: 3 clusters Score -4979984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4979989.500000 Penalty: 5030.760254
	Iteration 35Q: 3 clusters Score -4979990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4979990.000000 Penalty: 5030.760254
	Iteration 36Q: 3 clusters Score -4979990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4979990.000000 Penalty: 5030.760254
	Iteration 37Q: 3 clusters Score -4979990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4979980.000000 Penalty: 5030.760254
	Iteration 38Q: 3 clusters Score -4979980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4979978.000000 Penalty: 5030.760254
	Iteration 39Q: 3 clusters Score -4979978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4979969.000000 Penalty: 5030.760254
	Iteration 40F: 3 clusters Score -4979969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4979972.000000 Penalty: 5030.760254
	Iteration 41Q: 3 clusters Score -4979972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4979982.000000 Penalty: 5030.760254
	Iteration 42Q: 3 clusters Score -4979982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4979978.000000 Penalty: 5030.760254
	Iteration 43Q: 3 clusters Score -4979978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4979977.500000 Penalty: 5030.760254
	Iteration 44Q: 3 clusters Score -4979978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4979980.500000 Penalty: 5030.760254
	Iteration 45Q: 3 clusters Score -4979980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4979980.500000 Penalty: 5030.760254
	Iteration 46F: 3 clusters Score -4979980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -54751.246094 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -54751.25 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 209 members 
Entering Unmasked Estep 
Score: -53454.300781 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -53454.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53787.078125 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -53787.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54036.277344 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -54036.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54343.441406 Penalty: 2986.427490
	Iteration 3F: 3 clusters Score -54343.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54697.929688 Penalty: 2986.427490
	Iteration 4F: 3 clusters Score -54697.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54915.347656 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -54915.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55131.582031 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -55131.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55286.746094 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -55286.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55382.203125 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -55382.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55413.945312 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -55413.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -55456.828125 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -55456.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55460.718750 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -55460.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55469.980469 Penalty: 2986.427490
	Iteration 12Q: 3 clusters Score -55469.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55477.910156 Penalty: 2986.427490
	Iteration 13Q: 3 clusters Score -55477.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55477.910156 Penalty: 2986.427490
	Iteration 14F: 3 clusters Score -55477.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 28565 members 
Mstep: Class 6 contains 26855 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 15074 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 16166 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 28068 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 21225 members 
Mstep: Class 23 contains 2210 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4208 members 
Mstep: Class 29 contains 23369 members 
Mstep: Class 30 contains 49194 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 25404 members 
Mstep: Class 33 contains 209 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16853 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 670 members 
Mstep: Class 38 contains 34921 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 16426 members 
Mstep: Class 41 contains 1528 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 36662 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 1710 members 
Mstep: Class 47 contains 364 members 
Mstep: Class 48 contains 8449 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 976 members 
Mstep: Class 51 contains 203 members 
Entering Unmasked Estep 
Score: -84185144.000000 Penalty: 164205.375000
Splitting cluster 33 changes total score from -84186456.000000 to -84185144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -91215.054688 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -91215.05 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 263 members 
Entering Unmasked Estep 
Score: -89710.585938 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -89710.59 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -89953.679688 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -89953.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -90000.757812 Penalty: 3107.589355
	Iteration 2Q: 3 clusters Score -90000.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90012.335938 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -90012.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -90043.187500 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -90043.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90072.210938 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -90072.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -90108.726562 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -90108.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90156.718750 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -90156.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -90181.609375 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -90181.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90244.101562 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -90244.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90330.531250 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -90330.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -90450.632812 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -90450.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -90488.070312 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -90488.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -90503.453125 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -90503.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90515.171875 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -90515.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -90543.398438 Penalty: 3107.589355
	Iteration 15Q: 3 clusters Score -90543.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90583.679688 Penalty: 3107.589355
	Iteration 16Q: 3 clusters Score -90583.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90613.734375 Penalty: 3107.589355
	Iteration 17Q: 3 clusters Score -90613.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90654.757812 Penalty: 3107.589355
	Iteration 18Q: 3 clusters Score -90654.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90662.601562 Penalty: 3107.589355
	Iteration 19Q: 3 clusters Score -90662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90663.843750 Penalty: 3107.589355
	Iteration 20F: 3 clusters Score -90663.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90666.750000 Penalty: 3107.589355
	Iteration 21Q: 3 clusters Score -90666.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90682.585938 Penalty: 3107.589355
	Iteration 22Q: 3 clusters Score -90682.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90682.585938 Penalty: 3107.589355
	Iteration 23F: 3 clusters Score -90682.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Entering Unmasked Estep 
Score: -3630498.250000 Penalty: 2413.606445
	Iteration 0F: 2 clusters Score -3630498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3619741.750000 Penalty: 4827.212891
	Iteration 0F: 3 clusters Score -3619742 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -3623596.500000 Penalty: 4827.212891
	Iteration 1F: 3 clusters Score -3623596 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -3623935.500000 Penalty: 4827.212891
	Iteration 2F: 3 clusters Score -3623936 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -3624238.000000 Penalty: 4827.212891
	Iteration 3Q: 3 clusters Score -3624238 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3624493.250000 Penalty: 4827.212891
	Iteration 4Q: 3 clusters Score -3624493 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -3624728.500000 Penalty: 4827.212891
	Iteration 5Q: 3 clusters Score -3624728 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3624967.750000 Penalty: 4827.212891
	Iteration 6Q: 3 clusters Score -3624968 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3625155.500000 Penalty: 4827.212891
	Iteration 7Q: 3 clusters Score -3625156 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3625318.500000 Penalty: 4827.212891
	Iteration 8Q: 3 clusters Score -3625318 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3625486.750000 Penalty: 4827.212891
	Iteration 9Q: 3 clusters Score -3625487 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3625767.750000 Penalty: 4827.212891
	Iteration 10Q: 3 clusters Score -3625768 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3626221.250000 Penalty: 4827.212891
	Iteration 11Q: 3 clusters Score -3626221 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -3626621.750000 Penalty: 4827.212891
	Iteration 12Q: 3 clusters Score -3626622 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3627010.250000 Penalty: 4827.212891
	Iteration 13Q: 3 clusters Score -3627010 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3627289.250000 Penalty: 4827.212891
	Iteration 14Q: 3 clusters Score -3627289 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3627515.000000 Penalty: 4827.212891
	Iteration 15Q: 3 clusters Score -3627515 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -3627696.500000 Penalty: 4827.212891
	Iteration 16Q: 3 clusters Score -3627696 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3627869.500000 Penalty: 4827.212891
	Iteration 17Q: 3 clusters Score -3627870 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3627992.250000 Penalty: 4827.212891
	Iteration 18Q: 3 clusters Score -3627992 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3628115.000000 Penalty: 4827.212891
	Iteration 19Q: 3 clusters Score -3628115 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3628211.250000 Penalty: 4827.212891
	Iteration 20F: 3 clusters Score -3628211 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3628267.500000 Penalty: 4827.212891
	Iteration 21Q: 3 clusters Score -3628268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -3628309.500000 Penalty: 4827.212891
	Iteration 22Q: 3 clusters Score -3628310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3628363.250000 Penalty: 4827.212891
	Iteration 23Q: 3 clusters Score -3628363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -3628397.000000 Penalty: 4827.212891
	Iteration 24Q: 3 clusters Score -3628397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3628428.000000 Penalty: 4827.212891
	Iteration 25Q: 3 clusters Score -3628428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3628442.000000 Penalty: 4827.212891
	Iteration 26Q: 3 clusters Score -3628442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3628462.000000 Penalty: 4827.212891
	Iteration 27Q: 3 clusters Score -3628462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3628471.500000 Penalty: 4827.212891
	Iteration 28Q: 3 clusters Score -3628472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3628479.250000 Penalty: 4827.212891
	Iteration 29Q: 3 clusters Score -3628479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3628494.500000 Penalty: 4827.212891
	Iteration 30Q: 3 clusters Score -3628494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3628503.000000 Penalty: 4827.212891
	Iteration 31Q: 3 clusters Score -3628503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3628508.750000 Penalty: 4827.212891
	Iteration 32Q: 3 clusters Score -3628509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3628512.000000 Penalty: 4827.212891
	Iteration 33Q: 3 clusters Score -3628512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3628521.500000 Penalty: 4827.212891
	Iteration 34Q: 3 clusters Score -3628522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -3628524.250000 Penalty: 4827.212891
	Iteration 35Q: 3 clusters Score -3628524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3628524.000000 Penalty: 4827.212891
	Iteration 36Q: 3 clusters Score -3628524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3628528.500000 Penalty: 4827.212891
	Iteration 37Q: 3 clusters Score -3628528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3628533.500000 Penalty: 4827.212891
	Iteration 38Q: 3 clusters Score -3628534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3628533.250000 Penalty: 4827.212891
	Iteration 39Q: 3 clusters Score -3628533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3628530.250000 Penalty: 4827.212891
	Iteration 40F: 3 clusters Score -3628530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3628531.750000 Penalty: 4827.212891
	Iteration 41Q: 3 clusters Score -3628532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3628534.750000 Penalty: 4827.212891
	Iteration 42Q: 3 clusters Score -3628535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3628532.750000 Penalty: 4827.212891
	Iteration 43Q: 3 clusters Score -3628533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3628532.750000 Penalty: 4827.212891
	Iteration 44F: 3 clusters Score -3628533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -144024.968750 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -144025 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 418 members 
Entering Unmasked Estep 
Score: -142243.734375 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -142243.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -142562.265625 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -142562.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -142712.890625 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -142712.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -142810.328125 Penalty: 3311.208252
	Iteration 3Q: 3 clusters Score -142810.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -142909.968750 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -142910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -143034.296875 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -143034.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -143178.640625 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -143178.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -143364.281250 Penalty: 3311.208252
	Iteration 7F: 3 clusters Score -143364.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -143693.734375 Penalty: 3311.208252
	Iteration 8F: 3 clusters Score -143693.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -144120.531250 Penalty: 3311.208252
	Iteration 9F: 3 clusters Score -144120.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -144314.281250 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -144314.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144513.718750 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -144513.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -144732.609375 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -144732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -144888.968750 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -144889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -144930.953125 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -144931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -144930.953125 Penalty: 3311.208252
	Iteration 15F: 3 clusters Score -144931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 28565 members 
Mstep: Class 6 contains 26855 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 15074 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 16166 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 28068 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 21225 members 
Mstep: Class 23 contains 2210 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4208 members 
Mstep: Class 29 contains 23369 members 
Mstep: Class 30 contains 49194 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 25404 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16853 members 
Mstep: Class 36 contains 255 members 
Mstep: Class 37 contains 670 members 
Mstep: Class 38 contains 34921 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 16426 members 
Mstep: Class 41 contains 1528 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 36662 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 1710 members 
Mstep: Class 47 contains 364 members 
Mstep: Class 48 contains 8449 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 976 members 
Mstep: Class 51 contains 538 members 
Entering Unmasked Estep 
Score: -84185472.000000 Penalty: 164205.375000
Splitting cluster 36 changes total score from -84186456.000000 to -84185472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -105842.468750 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -105842.5 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 319 members 
Entering Unmasked Estep 
Score: -104200.265625 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -104200.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -104550.726562 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -104550.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -104718.046875 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -104718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -104816.640625 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -104816.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -104894.984375 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -104895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -104940.445312 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -104940.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -104983.375000 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -104983.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -105016.835938 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -105016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -105025.242188 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -105025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -105033.398438 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -105033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -105051.968750 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -105052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -105061.085938 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -105061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -105062.679688 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -105062.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -105063.281250 Penalty: 3227.609619
	Iteration 13Q: 3 clusters Score -105063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -105063.281250 Penalty: 3227.609619
	Iteration 14F: 3 clusters Score -105063.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (34921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Entering Unmasked Estep 
Score: -6844325.000000 Penalty: 2594.289307
	Iteration 0F: 2 clusters Score -6844325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -6826654.500000 Penalty: 5188.578613
	Iteration 0F: 3 clusters Score -6826654 nChanged 15808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -6835239.000000 Penalty: 5188.578613
	Iteration 1F: 3 clusters Score -6835239 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -6835811.000000 Penalty: 5188.578613
	Iteration 2Q: 3 clusters Score -6835811 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -6836325.000000 Penalty: 5188.578613
	Iteration 3Q: 3 clusters Score -6836325 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -6836823.500000 Penalty: 5188.578613
	Iteration 4Q: 3 clusters Score -6836824 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -6837344.500000 Penalty: 5188.578613
	Iteration 5Q: 3 clusters Score -6837344 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -6837779.000000 Penalty: 5188.578613
	Iteration 6F: 3 clusters Score -6837779 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -6838656.500000 Penalty: 5188.578613
	Iteration 7F: 3 clusters Score -6838656 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -6839885.500000 Penalty: 5188.578613
	Iteration 8F: 3 clusters Score -6839886 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -6840683.500000 Penalty: 5188.578613
	Iteration 9F: 3 clusters Score -6840684 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -6841325.500000 Penalty: 5188.578613
	Iteration 10Q: 3 clusters Score -6841326 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -6841767.500000 Penalty: 5188.578613
	Iteration 11Q: 3 clusters Score -6841768 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6841927.000000 Penalty: 5188.578613
	Iteration 12Q: 3 clusters Score -6841927 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6842053.500000 Penalty: 5188.578613
	Iteration 13Q: 3 clusters Score -6842054 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6842121.500000 Penalty: 5188.578613
	Iteration 14Q: 3 clusters Score -6842122 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6842189.500000 Penalty: 5188.578613
	Iteration 15Q: 3 clusters Score -6842190 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6842266.500000 Penalty: 5188.578613
	Iteration 16Q: 3 clusters Score -6842266 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6842309.500000 Penalty: 5188.578613
	Iteration 17Q: 3 clusters Score -6842310 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6842322.000000 Penalty: 5188.578613
	Iteration 18Q: 3 clusters Score -6842322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6842338.500000 Penalty: 5188.578613
	Iteration 19Q: 3 clusters Score -6842338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6842351.500000 Penalty: 5188.578613
	Iteration 20F: 3 clusters Score -6842352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6842357.500000 Penalty: 5188.578613
	Iteration 21Q: 3 clusters Score -6842358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6842359.000000 Penalty: 5188.578613
	Iteration 22Q: 3 clusters Score -6842359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6842362.500000 Penalty: 5188.578613
	Iteration 23Q: 3 clusters Score -6842362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6842351.000000 Penalty: 5188.578613
	Iteration 24Q: 3 clusters Score -6842351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6842354.000000 Penalty: 5188.578613
	Iteration 25Q: 3 clusters Score -6842354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6842358.000000 Penalty: 5188.578613
	Iteration 26Q: 3 clusters Score -6842358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6842363.000000 Penalty: 5188.578613
	Iteration 27Q: 3 clusters Score -6842363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6842365.500000 Penalty: 5188.578613
	Iteration 28Q: 3 clusters Score -6842366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6842364.500000 Penalty: 5188.578613
	Iteration 29Q: 3 clusters Score -6842364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6842373.500000 Penalty: 5188.578613
	Iteration 30Q: 3 clusters Score -6842374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6842373.500000 Penalty: 5188.578613
	Iteration 31F: 3 clusters Score -6842374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -87780.656250 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -87780.66 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 265 members 
Entering Unmasked Estep 
Score: -86302.968750 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -86302.97 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -86605.804688 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -86605.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -86718.921875 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -86718.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -86796.492188 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -86796.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -86884.453125 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -86884.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -86908.296875 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -86908.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -86913.640625 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -86913.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -86913.640625 Penalty: 3129.719482
	Iteration 7F: 3 clusters Score -86913.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Entering Unmasked Estep 
Score: -3536958.750000 Penalty: 2407.241943
	Iteration 0F: 2 clusters Score -3536959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3526374.750000 Penalty: 4814.483887
	Iteration 0F: 3 clusters Score -3526375 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3530203.250000 Penalty: 4814.483887
	Iteration 1F: 3 clusters Score -3530203 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3530526.000000 Penalty: 4814.483887
	Iteration 2F: 3 clusters Score -3530526 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3530751.500000 Penalty: 4814.483887
	Iteration 3Q: 3 clusters Score -3530752 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3530943.250000 Penalty: 4814.483887
	Iteration 4Q: 3 clusters Score -3530943 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3531127.750000 Penalty: 4814.483887
	Iteration 5Q: 3 clusters Score -3531128 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3531323.250000 Penalty: 4814.483887
	Iteration 6Q: 3 clusters Score -3531323 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -3531549.000000 Penalty: 4814.483887
	Iteration 7Q: 3 clusters Score -3531549 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3531856.500000 Penalty: 4814.483887
	Iteration 8Q: 3 clusters Score -3531856 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3532148.500000 Penalty: 4814.483887
	Iteration 9Q: 3 clusters Score -3532148 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3532487.250000 Penalty: 4814.483887
	Iteration 10Q: 3 clusters Score -3532487 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3532978.500000 Penalty: 4814.483887
	Iteration 11Q: 3 clusters Score -3532978 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -3533442.250000 Penalty: 4814.483887
	Iteration 12Q: 3 clusters Score -3533442 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3533831.000000 Penalty: 4814.483887
	Iteration 13Q: 3 clusters Score -3533831 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3534152.500000 Penalty: 4814.483887
	Iteration 14Q: 3 clusters Score -3534152 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3534375.750000 Penalty: 4814.483887
	Iteration 15Q: 3 clusters Score -3534376 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3534576.000000 Penalty: 4814.483887
	Iteration 16Q: 3 clusters Score -3534576 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3534671.750000 Penalty: 4814.483887
	Iteration 17Q: 3 clusters Score -3534672 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3534743.750000 Penalty: 4814.483887
	Iteration 18Q: 3 clusters Score -3534744 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -3534915.750000 Penalty: 4814.483887
	Iteration 19Q: 3 clusters Score -3534916 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3535063.500000 Penalty: 4814.483887
	Iteration 20F: 3 clusters Score -3535064 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3535164.750000 Penalty: 4814.483887
	Iteration 21Q: 3 clusters Score -3535165 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3535235.750000 Penalty: 4814.483887
	Iteration 22Q: 3 clusters Score -3535236 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3535267.000000 Penalty: 4814.483887
	Iteration 23Q: 3 clusters Score -3535267 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3535290.250000 Penalty: 4814.483887
	Iteration 24Q: 3 clusters Score -3535290 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -3535311.250000 Penalty: 4814.483887
	Iteration 25Q: 3 clusters Score -3535311 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3535342.250000 Penalty: 4814.483887
	Iteration 26Q: 3 clusters Score -3535342 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3535364.250000 Penalty: 4814.483887
	Iteration 27Q: 3 clusters Score -3535364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3535377.250000 Penalty: 4814.483887
	Iteration 28Q: 3 clusters Score -3535377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -3535392.000000 Penalty: 4814.483887
	Iteration 29Q: 3 clusters Score -3535392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -3535394.500000 Penalty: 4814.483887
	Iteration 30Q: 3 clusters Score -3535394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3535396.250000 Penalty: 4814.483887
	Iteration 31Q: 3 clusters Score -3535396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3535396.750000 Penalty: 4814.483887
	Iteration 32Q: 3 clusters Score -3535397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3535403.250000 Penalty: 4814.483887
	Iteration 33Q: 3 clusters Score -3535403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -3535404.000000 Penalty: 4814.483887
	Iteration 34Q: 3 clusters Score -3535404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3535406.750000 Penalty: 4814.483887
	Iteration 35Q: 3 clusters Score -3535407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3535410.000000 Penalty: 4814.483887
	Iteration 36Q: 3 clusters Score -3535410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -3535410.250000 Penalty: 4814.483887
	Iteration 37Q: 3 clusters Score -3535410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -3535416.000000 Penalty: 4814.483887
	Iteration 38Q: 3 clusters Score -3535416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -3535404.500000 Penalty: 4814.483887
	Iteration 39Q: 3 clusters Score -3535404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3535404.250000 Penalty: 4814.483887
	Iteration 40F: 3 clusters Score -3535404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3535406.250000 Penalty: 4814.483887
	Iteration 41Q: 3 clusters Score -3535406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3535418.750000 Penalty: 4814.483887
	Iteration 42Q: 3 clusters Score -3535419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3535416.250000 Penalty: 4814.483887
	Iteration 43Q: 3 clusters Score -3535416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3535415.000000 Penalty: 4814.483887
	Iteration 44Q: 3 clusters Score -3535415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -3535420.250000 Penalty: 4814.483887
	Iteration 45Q: 3 clusters Score -3535420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -3535428.500000 Penalty: 4814.483887
	Iteration 46Q: 3 clusters Score -3535428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -3535423.000000 Penalty: 4814.483887
	Iteration 47Q: 3 clusters Score -3535423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3535422.750000 Penalty: 4814.483887
	Iteration 48Q: 3 clusters Score -3535423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -3535420.000000 Penalty: 4814.483887
	Iteration 49Q: 3 clusters Score -3535420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3535424.750000 Penalty: 4814.483887
	Iteration 50Q: 3 clusters Score -3535425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -3535430.750000 Penalty: 4814.483887
	Iteration 51Q: 3 clusters Score -3535431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3535425.750000 Penalty: 4814.483887
	Iteration 52Q: 3 clusters Score -3535426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3535424.000000 Penalty: 4814.483887
	Iteration 53Q: 3 clusters Score -3535424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3535431.000000 Penalty: 4814.483887
	Iteration 54Q: 3 clusters Score -3535431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3535435.000000 Penalty: 4814.483887
	Iteration 55Q: 3 clusters Score -3535435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3535437.500000 Penalty: 4814.483887
	Iteration 56Q: 3 clusters Score -3535438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3535438.500000 Penalty: 4814.483887
	Iteration 57Q: 3 clusters Score -3535438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3535438.500000 Penalty: 4814.483887
	Iteration 58Q: 3 clusters Score -3535438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -3535443.000000 Penalty: 4814.483887
	Iteration 59Q: 3 clusters Score -3535443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3535444.500000 Penalty: 4814.483887
	Iteration 60F: 3 clusters Score -3535444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3535442.000000 Penalty: 4814.483887
	Iteration 61Q: 3 clusters Score -3535442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3535448.250000 Penalty: 4814.483887
	Iteration 62Q: 3 clusters Score -3535448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -3535442.750000 Penalty: 4814.483887
	Iteration 63Q: 3 clusters Score -3535443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3535444.750000 Penalty: 4814.483887
	Iteration 64Q: 3 clusters Score -3535445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3535452.000000 Penalty: 4814.483887
	Iteration 65Q: 3 clusters Score -3535452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3535448.750000 Penalty: 4814.483887
	Iteration 66Q: 3 clusters Score -3535449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3535454.000000 Penalty: 4814.483887
	Iteration 67Q: 3 clusters Score -3535454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3535453.000000 Penalty: 4814.483887
	Iteration 68Q: 3 clusters Score -3535453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3535453.000000 Penalty: 4814.483887
	Iteration 69F: 3 clusters Score -3535453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -286032.031250 Penalty: 1818.265381
	Iteration 0F: 2 clusters Score -286032 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 773 members 
Entering Unmasked Estep 
Score: -283789.562500 Penalty: 3636.530762
	Iteration 0F: 3 clusters Score -283789.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -284323.000000 Penalty: 3636.530762
	Iteration 1F: 3 clusters Score -284323 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -284554.031250 Penalty: 3636.530762
	Iteration 2F: 3 clusters Score -284554 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -284712.343750 Penalty: 3636.530762
	Iteration 3F: 3 clusters Score -284712.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -284826.625000 Penalty: 3636.530762
	Iteration 4Q: 3 clusters Score -284826.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -284932.781250 Penalty: 3636.530762
	Iteration 5Q: 3 clusters Score -284932.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -285069.468750 Penalty: 3636.530762
	Iteration 6Q: 3 clusters Score -285069.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -285163.468750 Penalty: 3636.530762
	Iteration 7Q: 3 clusters Score -285163.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -285212.531250 Penalty: 3636.530762
	Iteration 8Q: 3 clusters Score -285212.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -285248.218750 Penalty: 3636.530762
	Iteration 9Q: 3 clusters Score -285248.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -285277.500000 Penalty: 3636.530762
	Iteration 10Q: 3 clusters Score -285277.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -285303.250000 Penalty: 3636.530762
	Iteration 11Q: 3 clusters Score -285303.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -285327.250000 Penalty: 3636.530762
	Iteration 12Q: 3 clusters Score -285327.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -285348.937500 Penalty: 3636.530762
	Iteration 13Q: 3 clusters Score -285348.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -285358.343750 Penalty: 3636.530762
	Iteration 14Q: 3 clusters Score -285358.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -285364.312500 Penalty: 3636.530762
	Iteration 15Q: 3 clusters Score -285364.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -285365.968750 Penalty: 3636.530762
	Iteration 16Q: 3 clusters Score -285366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -285367.625000 Penalty: 3636.530762
	Iteration 17Q: 3 clusters Score -285367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -285369.031250 Penalty: 3636.530762
	Iteration 18Q: 3 clusters Score -285369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -285369.343750 Penalty: 3636.530762
	Iteration 19Q: 3 clusters Score -285369.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -285370.687500 Penalty: 3636.530762
	Iteration 20F: 3 clusters Score -285370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -285372.781250 Penalty: 3636.530762
	Iteration 21Q: 3 clusters Score -285372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -285376.031250 Penalty: 3636.530762
	Iteration 22Q: 3 clusters Score -285376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -285376.625000 Penalty: 3636.530762
	Iteration 23Q: 3 clusters Score -285376.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -285376.625000 Penalty: 3636.530762
	Iteration 24F: 3 clusters Score -285376.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -37715.621094 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -37715.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36609.796875 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -36609.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36798.542969 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -36798.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36856.027344 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -36856.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36885.328125 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -36885.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36927.562500 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -36927.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36966.300781 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -36966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36993.742188 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -36993.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37002.054688 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -37002.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37026.246094 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -37026.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37040.296875 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -37040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37044.570312 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -37044.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37056.789062 Penalty: 2842.129395
	Iteration 11Q: 3 clusters Score -37056.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37059.062500 Penalty: 2842.129395
	Iteration 12Q: 3 clusters Score -37059.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37064.015625 Penalty: 2842.129395
	Iteration 13Q: 3 clusters Score -37064.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37070.140625 Penalty: 2842.129395
	Iteration 14Q: 3 clusters Score -37070.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37079.597656 Penalty: 2842.129395
	Iteration 15Q: 3 clusters Score -37079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37083.445312 Penalty: 2842.129395
	Iteration 16Q: 3 clusters Score -37083.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37090.226562 Penalty: 2842.129395
	Iteration 17Q: 3 clusters Score -37090.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37096.441406 Penalty: 2842.129395
	Iteration 18F: 3 clusters Score -37096.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37135.011719 Penalty: 2842.129395
	Iteration 19Q: 3 clusters Score -37135.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37135.011719 Penalty: 2842.129395
	Iteration 20F: 3 clusters Score -37135.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -462216.250000 Penalty: 1951.895874
	Iteration 0F: 2 clusters Score -462216.2 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 1303 members 
Entering Unmasked Estep 
Score: -459244.468750 Penalty: 3903.791748
	Iteration 0F: 3 clusters Score -459244.5 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -460066.125000 Penalty: 3903.791748
	Iteration 1F: 3 clusters Score -460066.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -460695.937500 Penalty: 3903.791748
	Iteration 2F: 3 clusters Score -460695.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -461567.500000 Penalty: 3903.791748
	Iteration 3F: 3 clusters Score -461567.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -462443.187500 Penalty: 3903.791748
	Iteration 4F: 3 clusters Score -462443.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -463045.156250 Penalty: 3903.791748
	Iteration 5F: 3 clusters Score -463045.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -463279.875000 Penalty: 3903.791748
	Iteration 6Q: 3 clusters Score -463279.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -463330.875000 Penalty: 3903.791748
	Iteration 7Q: 3 clusters Score -463330.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -463346.718750 Penalty: 3903.791748
	Iteration 8Q: 3 clusters Score -463346.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -463364.625000 Penalty: 3903.791748
	Iteration 9Q: 3 clusters Score -463364.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -463371.718750 Penalty: 3903.791748
	Iteration 10Q: 3 clusters Score -463371.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -463376.750000 Penalty: 3903.791748
	Iteration 11Q: 3 clusters Score -463376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -463385.843750 Penalty: 3903.791748
	Iteration 12Q: 3 clusters Score -463385.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -463402.531250 Penalty: 3903.791748
	Iteration 13Q: 3 clusters Score -463402.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -463426.625000 Penalty: 3903.791748
	Iteration 14Q: 3 clusters Score -463426.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -463444.218750 Penalty: 3903.791748
	Iteration 15Q: 3 clusters Score -463444.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -463467.875000 Penalty: 3903.791748
	Iteration 16Q: 3 clusters Score -463467.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -463494.250000 Penalty: 3903.791748
	Iteration 17Q: 3 clusters Score -463494.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -463507.437500 Penalty: 3903.791748
	Iteration 18Q: 3 clusters Score -463507.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -463521.656250 Penalty: 3903.791748
	Iteration 19Q: 3 clusters Score -463521.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -463529.500000 Penalty: 3903.791748
	Iteration 20F: 3 clusters Score -463529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -463531.343750 Penalty: 3903.791748
	Iteration 21Q: 3 clusters Score -463531.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -463531.750000 Penalty: 3903.791748
	Iteration 22Q: 3 clusters Score -463531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -463531.750000 Penalty: 3903.791748
	Iteration 23F: 3 clusters Score -463531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 28565 members 
Mstep: Class 6 contains 26855 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 15074 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 16166 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 28068 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 21225 members 
Mstep: Class 23 contains 2210 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4208 members 
Mstep: Class 29 contains 23369 members 
Mstep: Class 30 contains 49194 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 25404 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16853 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 670 members 
Mstep: Class 38 contains 34921 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 16426 members 
Mstep: Class 41 contains 1528 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 1212 members 
Mstep: Class 44 contains 36662 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 1710 members 
Mstep: Class 47 contains 364 members 
Mstep: Class 48 contains 8449 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 976 members 
Mstep: Class 51 contains 1407 members 
Entering Unmasked Estep 
Score: -84186176.000000 Penalty: 164205.375000
Splitting cluster 43 changes total score from -84186456.000000 to -84186176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (36662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Entering Unmasked Estep 
Score: -7184464.000000 Penalty: 2606.354980
	Iteration 0F: 2 clusters Score -7184464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -7167920.500000 Penalty: 5212.709961
	Iteration 0F: 3 clusters Score -7167920 nChanged 16657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -7177295.000000 Penalty: 5212.709961
	Iteration 1F: 3 clusters Score -7177295 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -7177849.000000 Penalty: 5212.709961
	Iteration 2Q: 3 clusters Score -7177849 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -7178565.000000 Penalty: 5212.709961
	Iteration 3Q: 3 clusters Score -7178565 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -7179407.500000 Penalty: 5212.709961
	Iteration 4Q: 3 clusters Score -7179408 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -7180366.500000 Penalty: 5212.709961
	Iteration 5F: 3 clusters Score -7180366 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -7181401.000000 Penalty: 5212.709961
	Iteration 6F: 3 clusters Score -7181401 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -7182615.000000 Penalty: 5212.709961
	Iteration 7F: 3 clusters Score -7182615 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -7184093.000000 Penalty: 5212.709961
	Iteration 8F: 3 clusters Score -7184093 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -7185456.000000 Penalty: 5212.709961
	Iteration 9F: 3 clusters Score -7185456 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -7186332.000000 Penalty: 5212.709961
	Iteration 10F: 3 clusters Score -7186332 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -7186738.500000 Penalty: 5212.709961
	Iteration 11Q: 3 clusters Score -7186738 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -7187060.000000 Penalty: 5212.709961
	Iteration 12Q: 3 clusters Score -7187060 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -7187304.500000 Penalty: 5212.709961
	Iteration 13Q: 3 clusters Score -7187304 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -7187531.000000 Penalty: 5212.709961
	Iteration 14Q: 3 clusters Score -7187531 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -7187724.500000 Penalty: 5212.709961
	Iteration 15Q: 3 clusters Score -7187724 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -7187882.500000 Penalty: 5212.709961
	Iteration 16Q: 3 clusters Score -7187882 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -7188019.000000 Penalty: 5212.709961
	Iteration 17Q: 3 clusters Score -7188019 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -7188133.500000 Penalty: 5212.709961
	Iteration 18Q: 3 clusters Score -7188134 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -7188201.500000 Penalty: 5212.709961
	Iteration 19Q: 3 clusters Score -7188202 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -7188273.500000 Penalty: 5212.709961
	Iteration 20F: 3 clusters Score -7188274 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -7188305.500000 Penalty: 5212.709961
	Iteration 21Q: 3 clusters Score -7188306 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -7188354.000000 Penalty: 5212.709961
	Iteration 22Q: 3 clusters Score -7188354 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -7188394.500000 Penalty: 5212.709961
	Iteration 23Q: 3 clusters Score -7188394 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -7188447.000000 Penalty: 5212.709961
	Iteration 24Q: 3 clusters Score -7188447 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -7188461.500000 Penalty: 5212.709961
	Iteration 25Q: 3 clusters Score -7188462 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -7188490.000000 Penalty: 5212.709961
	Iteration 26Q: 3 clusters Score -7188490 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -7188506.000000 Penalty: 5212.709961
	Iteration 27Q: 3 clusters Score -7188506 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -7188507.000000 Penalty: 5212.709961
	Iteration 28Q: 3 clusters Score -7188507 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -7188503.000000 Penalty: 5212.709961
	Iteration 29Q: 3 clusters Score -7188503 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -7188513.000000 Penalty: 5212.709961
	Iteration 30Q: 3 clusters Score -7188513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -7188514.000000 Penalty: 5212.709961
	Iteration 31Q: 3 clusters Score -7188514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -7188508.500000 Penalty: 5212.709961
	Iteration 32Q: 3 clusters Score -7188508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -7188523.000000 Penalty: 5212.709961
	Iteration 33Q: 3 clusters Score -7188523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -7188511.500000 Penalty: 5212.709961
	Iteration 34Q: 3 clusters Score -7188512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -7188516.000000 Penalty: 5212.709961
	Iteration 35Q: 3 clusters Score -7188516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -7188510.000000 Penalty: 5212.709961
	Iteration 36Q: 3 clusters Score -7188510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -7188513.000000 Penalty: 5212.709961
	Iteration 37Q: 3 clusters Score -7188513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -7188513.000000 Penalty: 5212.709961
	Iteration 38Q: 3 clusters Score -7188513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -7188515.000000 Penalty: 5212.709961
	Iteration 39Q: 3 clusters Score -7188515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -7188509.000000 Penalty: 5212.709961
	Iteration 40F: 3 clusters Score -7188509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -7188511.000000 Penalty: 5212.709961
	Iteration 41Q: 3 clusters Score -7188511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -7188514.000000 Penalty: 5212.709961
	Iteration 42Q: 3 clusters Score -7188514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -7188523.000000 Penalty: 5212.709961
	Iteration 43Q: 3 clusters Score -7188523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -7188509.500000 Penalty: 5212.709961
	Iteration 44Q: 3 clusters Score -7188510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -7188513.000000 Penalty: 5212.709961
	Iteration 45Q: 3 clusters Score -7188513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -7188511.500000 Penalty: 5212.709961
	Iteration 46Q: 3 clusters Score -7188512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -7188501.000000 Penalty: 5212.709961
	Iteration 47Q: 3 clusters Score -7188501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -7188499.000000 Penalty: 5212.709961
	Iteration 48Q: 3 clusters Score -7188499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -7188504.000000 Penalty: 5212.709961
	Iteration 49Q: 3 clusters Score -7188504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -7188508.000000 Penalty: 5212.709961
	Iteration 50Q: 3 clusters Score -7188508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -7188509.000000 Penalty: 5212.709961
	Iteration 51Q: 3 clusters Score -7188509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -7188512.500000 Penalty: 5212.709961
	Iteration 52Q: 3 clusters Score -7188512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -7188511.000000 Penalty: 5212.709961
	Iteration 53Q: 3 clusters Score -7188511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -7188519.000000 Penalty: 5212.709961
	Iteration 54Q: 3 clusters Score -7188519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -7188519.500000 Penalty: 5212.709961
	Iteration 55Q: 3 clusters Score -7188520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -7188515.500000 Penalty: 5212.709961
	Iteration 56Q: 3 clusters Score -7188516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -7188506.000000 Penalty: 5212.709961
	Iteration 57Q: 3 clusters Score -7188506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -7188516.500000 Penalty: 5212.709961
	Iteration 58Q: 3 clusters Score -7188516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -7188504.000000 Penalty: 5212.709961
	Iteration 59Q: 3 clusters Score -7188504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -7188498.500000 Penalty: 5212.709961
	Iteration 60F: 3 clusters Score -7188498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -7188513.500000 Penalty: 5212.709961
	Iteration 61Q: 3 clusters Score -7188514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -7188504.500000 Penalty: 5212.709961
	Iteration 62Q: 3 clusters Score -7188504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -7188520.500000 Penalty: 5212.709961
	Iteration 63Q: 3 clusters Score -7188520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -7188520.500000 Penalty: 5212.709961
	Iteration 64Q: 3 clusters Score -7188520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -7188525.000000 Penalty: 5212.709961
	Iteration 65Q: 3 clusters Score -7188525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -7188537.500000 Penalty: 5212.709961
	Iteration 66Q: 3 clusters Score -7188538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -7188534.500000 Penalty: 5212.709961
	Iteration 67Q: 3 clusters Score -7188534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -7188535.500000 Penalty: 5212.709961
	Iteration 68Q: 3 clusters Score -7188536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -7188538.500000 Penalty: 5212.709961
	Iteration 69Q: 3 clusters Score -7188538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -7188531.500000 Penalty: 5212.709961
	Iteration 70Q: 3 clusters Score -7188532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -7188544.000000 Penalty: 5212.709961
	Iteration 71Q: 3 clusters Score -7188544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -7188546.500000 Penalty: 5212.709961
	Iteration 72Q: 3 clusters Score -7188546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -7188558.500000 Penalty: 5212.709961
	Iteration 73Q: 3 clusters Score -7188558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -7188552.500000 Penalty: 5212.709961
	Iteration 74Q: 3 clusters Score -7188552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -7188551.000000 Penalty: 5212.709961
	Iteration 75Q: 3 clusters Score -7188551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -7188559.500000 Penalty: 5212.709961
	Iteration 76Q: 3 clusters Score -7188560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -7188562.500000 Penalty: 5212.709961
	Iteration 77Q: 3 clusters Score -7188562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -7188557.500000 Penalty: 5212.709961
	Iteration 78Q: 3 clusters Score -7188558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -7188558.500000 Penalty: 5212.709961
	Iteration 79Q: 3 clusters Score -7188558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -7188553.000000 Penalty: 5212.709961
	Iteration 80F: 3 clusters Score -7188553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -7188556.500000 Penalty: 5212.709961
	Iteration 81Q: 3 clusters Score -7188556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -7188555.000000 Penalty: 5212.709961
	Iteration 82Q: 3 clusters Score -7188555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -7188552.000000 Penalty: 5212.709961
	Iteration 83Q: 3 clusters Score -7188552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -7188551.000000 Penalty: 5212.709961
	Iteration 84Q: 3 clusters Score -7188551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -7188547.000000 Penalty: 5212.709961
	Iteration 85Q: 3 clusters Score -7188547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -7188548.500000 Penalty: 5212.709961
	Iteration 86Q: 3 clusters Score -7188548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -7188550.000000 Penalty: 5212.709961
	Iteration 87Q: 3 clusters Score -7188550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -7188550.000000 Penalty: 5212.709961
	Iteration 88Q: 3 clusters Score -7188550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -7188552.000000 Penalty: 5212.709961
	Iteration 89Q: 3 clusters Score -7188552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -7188557.000000 Penalty: 5212.709961
	Iteration 90Q: 3 clusters Score -7188557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -7188560.000000 Penalty: 5212.709961
	Iteration 91Q: 3 clusters Score -7188560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -7188557.500000 Penalty: 5212.709961
	Iteration 92Q: 3 clusters Score -7188558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -7188552.500000 Penalty: 5212.709961
	Iteration 93Q: 3 clusters Score -7188552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -7188554.500000 Penalty: 5212.709961
	Iteration 94Q: 3 clusters Score -7188554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -7188554.000000 Penalty: 5212.709961
	Iteration 95Q: 3 clusters Score -7188554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -7188550.500000 Penalty: 5212.709961
	Iteration 96Q: 3 clusters Score -7188550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -7188547.500000 Penalty: 5212.709961
	Iteration 97Q: 3 clusters Score -7188548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -7188548.500000 Penalty: 5212.709961
	Iteration 98Q: 3 clusters Score -7188548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -7188548.500000 Penalty: 5212.709961
	Iteration 99F: 3 clusters Score -7188548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 28565 members 
Mstep: Class 6 contains 26855 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 15074 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 16166 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 28068 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 21225 members 
Mstep: Class 23 contains 2210 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4208 members 
Mstep: Class 29 contains 23369 members 
Mstep: Class 30 contains 49194 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 25404 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16853 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 670 members 
Mstep: Class 38 contains 34921 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 16426 members 
Mstep: Class 41 contains 1528 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 16477 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 1710 members 
Mstep: Class 47 contains 364 members 
Mstep: Class 48 contains 8449 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 976 members 
Mstep: Class 51 contains 20185 members 
Entering Unmasked Estep 
Score: -84189816.000000 Penalty: 164205.375000
Splitting cluster 44 changes total score from -84186456.000000 to -84189816.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 45 (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: -92529.875000 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -92529.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91006.632812 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -91006.63 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -91264.789062 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -91264.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -91373.164062 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -91373.16 nChanged 12
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: -91393.867188 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -91393.87 nChanged 10
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: -91406.742188 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -91406.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -91422.296875 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -91422.3 nChanged 3
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: -91428.914062 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -91428.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -91432.851562 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -91432.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -91432.851562 Penalty: 3146.564697
	Iteration 8F: 3 clusters Score -91432.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Entering Unmasked Estep 
Score: -308857.781250 Penalty: 1846.173706
	Iteration 0F: 2 clusters Score -308857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -306423.406250 Penalty: 3692.347412
	Iteration 0F: 3 clusters Score -306423.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -306935.875000 Penalty: 3692.347412
	Iteration 1F: 3 clusters Score -306935.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -307095.437500 Penalty: 3692.347412
	Iteration 2F: 3 clusters Score -307095.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -307221.968750 Penalty: 3692.347412
	Iteration 3F: 3 clusters Score -307222 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -307309.718750 Penalty: 3692.347412
	Iteration 4Q: 3 clusters Score -307309.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -307373.187500 Penalty: 3692.347412
	Iteration 5Q: 3 clusters Score -307373.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -307426.343750 Penalty: 3692.347412
	Iteration 6Q: 3 clusters Score -307426.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -307477.562500 Penalty: 3692.347412
	Iteration 7Q: 3 clusters Score -307477.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -307524.625000 Penalty: 3692.347412
	Iteration 8Q: 3 clusters Score -307524.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -307572.156250 Penalty: 3692.347412
	Iteration 9Q: 3 clusters Score -307572.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -307626.656250 Penalty: 3692.347412
	Iteration 10Q: 3 clusters Score -307626.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -307675.718750 Penalty: 3692.347412
	Iteration 11Q: 3 clusters Score -307675.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -307705.812500 Penalty: 3692.347412
	Iteration 12Q: 3 clusters Score -307705.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -307733.812500 Penalty: 3692.347412
	Iteration 13Q: 3 clusters Score -307733.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -307749.750000 Penalty: 3692.347412
	Iteration 14Q: 3 clusters Score -307749.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -307764.531250 Penalty: 3692.347412
	Iteration 15Q: 3 clusters Score -307764.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -307776.656250 Penalty: 3692.347412
	Iteration 16Q: 3 clusters Score -307776.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -307791.656250 Penalty: 3692.347412
	Iteration 17Q: 3 clusters Score -307791.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -307800.593750 Penalty: 3692.347412
	Iteration 18Q: 3 clusters Score -307800.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -307818.187500 Penalty: 3692.347412
	Iteration 19Q: 3 clusters Score -307818.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -307835.906250 Penalty: 3692.347412
	Iteration 20F: 3 clusters Score -307835.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -307845.468750 Penalty: 3692.347412
	Iteration 21Q: 3 clusters Score -307845.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -307849.312500 Penalty: 3692.347412
	Iteration 22Q: 3 clusters Score -307849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -307850.937500 Penalty: 3692.347412
	Iteration 23Q: 3 clusters Score -307850.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -307854.125000 Penalty: 3692.347412
	Iteration 24Q: 3 clusters Score -307854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -307861.937500 Penalty: 3692.347412
	Iteration 25Q: 3 clusters Score -307861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -307870.125000 Penalty: 3692.347412
	Iteration 26Q: 3 clusters Score -307870.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -307873.687500 Penalty: 3692.347412
	Iteration 27Q: 3 clusters Score -307873.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -307876.625000 Penalty: 3692.347412
	Iteration 28Q: 3 clusters Score -307876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -307878.937500 Penalty: 3692.347412
	Iteration 29Q: 3 clusters Score -307878.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -307880.375000 Penalty: 3692.347412
	Iteration 30Q: 3 clusters Score -307880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -307880.375000 Penalty: 3692.347412
	Iteration 31F: 3 clusters Score -307880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -52347.511719 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -52347.51 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: -51024.523438 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -51024.52 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51209.128906 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -51209.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51323.835938 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -51323.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51356.101562 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -51356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51363.804688 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -51363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51363.804688 Penalty: 2924.988281
	Iteration 5F: 3 clusters Score -51363.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Entering Unmasked Estep 
Score: -1574969.375000 Penalty: 2242.367188
	Iteration 0F: 2 clusters Score -1574969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1568268.000000 Penalty: 4484.734375
	Iteration 0F: 3 clusters Score -1568268 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1570295.625000 Penalty: 4484.734375
	Iteration 1F: 3 clusters Score -1570296 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1570723.375000 Penalty: 4484.734375
	Iteration 2F: 3 clusters Score -1570723 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1571079.750000 Penalty: 4484.734375
	Iteration 3F: 3 clusters Score -1571080 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1571402.000000 Penalty: 4484.734375
	Iteration 4F: 3 clusters Score -1571402 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1571697.125000 Penalty: 4484.734375
	Iteration 5F: 3 clusters Score -1571697 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1571976.875000 Penalty: 4484.734375
	Iteration 6Q: 3 clusters Score -1571977 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1572217.250000 Penalty: 4484.734375
	Iteration 7Q: 3 clusters Score -1572217 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1572430.375000 Penalty: 4484.734375
	Iteration 8Q: 3 clusters Score -1572430 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1572617.875000 Penalty: 4484.734375
	Iteration 9Q: 3 clusters Score -1572618 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1572762.000000 Penalty: 4484.734375
	Iteration 10Q: 3 clusters Score -1572762 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1572874.500000 Penalty: 4484.734375
	Iteration 11Q: 3 clusters Score -1572874 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1572948.625000 Penalty: 4484.734375
	Iteration 12Q: 3 clusters Score -1572949 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1573013.250000 Penalty: 4484.734375
	Iteration 13Q: 3 clusters Score -1573013 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1573058.875000 Penalty: 4484.734375
	Iteration 14Q: 3 clusters Score -1573059 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1573095.500000 Penalty: 4484.734375
	Iteration 15Q: 3 clusters Score -1573096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1573126.625000 Penalty: 4484.734375
	Iteration 16Q: 3 clusters Score -1573127 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1573154.000000 Penalty: 4484.734375
	Iteration 17Q: 3 clusters Score -1573154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1573178.625000 Penalty: 4484.734375
	Iteration 18Q: 3 clusters Score -1573179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1573195.500000 Penalty: 4484.734375
	Iteration 19Q: 3 clusters Score -1573196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1573215.250000 Penalty: 4484.734375
	Iteration 20F: 3 clusters Score -1573215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1573225.500000 Penalty: 4484.734375
	Iteration 21Q: 3 clusters Score -1573226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1573234.875000 Penalty: 4484.734375
	Iteration 22Q: 3 clusters Score -1573235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1573238.250000 Penalty: 4484.734375
	Iteration 23Q: 3 clusters Score -1573238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1573242.000000 Penalty: 4484.734375
	Iteration 24Q: 3 clusters Score -1573242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1573247.750000 Penalty: 4484.734375
	Iteration 25Q: 3 clusters Score -1573248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1573252.375000 Penalty: 4484.734375
	Iteration 26Q: 3 clusters Score -1573252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1573250.625000 Penalty: 4484.734375
	Iteration 27Q: 3 clusters Score -1573251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1573256.000000 Penalty: 4484.734375
	Iteration 28Q: 3 clusters Score -1573256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1573263.125000 Penalty: 4484.734375
	Iteration 29Q: 3 clusters Score -1573263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1573265.625000 Penalty: 4484.734375
	Iteration 30Q: 3 clusters Score -1573266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1573268.375000 Penalty: 4484.734375
	Iteration 31Q: 3 clusters Score -1573268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1573271.125000 Penalty: 4484.734375
	Iteration 32Q: 3 clusters Score -1573271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1573274.375000 Penalty: 4484.734375
	Iteration 33Q: 3 clusters Score -1573274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1573279.875000 Penalty: 4484.734375
	Iteration 34Q: 3 clusters Score -1573280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1573285.875000 Penalty: 4484.734375
	Iteration 35Q: 3 clusters Score -1573286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1573286.250000 Penalty: 4484.734375
	Iteration 36Q: 3 clusters Score -1573286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1573287.250000 Penalty: 4484.734375
	Iteration 37Q: 3 clusters Score -1573287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1573289.500000 Penalty: 4484.734375
	Iteration 38Q: 3 clusters Score -1573290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1573289.500000 Penalty: 4484.734375
	Iteration 39F: 3 clusters Score -1573290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -26184.941406 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -26184.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25289.859375 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -25289.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25482.695312 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -25482.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25538.732422 Penalty: 2801.891357
	Iteration 2F: 3 clusters Score -25538.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25575.416016 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -25575.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25596.638672 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -25596.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25612.544922 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -25612.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25614.738281 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -25614.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25614.738281 Penalty: 2801.891357
	Iteration 7F: 3 clusters Score -25614.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -151216.875000 Penalty: 1707.098633
	Iteration 0F: 2 clusters Score -151216.9 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 535 members 
Entering Unmasked Estep 
Score: -149428.671875 Penalty: 3414.197266
	Iteration 0F: 3 clusters Score -149428.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -149939.250000 Penalty: 3414.197266
	Iteration 1F: 3 clusters Score -149939.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -150225.312500 Penalty: 3414.197266
	Iteration 2F: 3 clusters Score -150225.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -150332.234375 Penalty: 3414.197266
	Iteration 3F: 3 clusters Score -150332.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -150445.468750 Penalty: 3414.197266
	Iteration 4Q: 3 clusters Score -150445.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -150508.265625 Penalty: 3414.197266
	Iteration 5Q: 3 clusters Score -150508.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -150523.343750 Penalty: 3414.197266
	Iteration 6Q: 3 clusters Score -150523.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -150538.125000 Penalty: 3414.197266
	Iteration 7Q: 3 clusters Score -150538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -150557.343750 Penalty: 3414.197266
	Iteration 8Q: 3 clusters Score -150557.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -150597.984375 Penalty: 3414.197266
	Iteration 9Q: 3 clusters Score -150598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -150638.421875 Penalty: 3414.197266
	Iteration 10Q: 3 clusters Score -150638.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -150703.859375 Penalty: 3414.197266
	Iteration 11Q: 3 clusters Score -150703.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -150757.968750 Penalty: 3414.197266
	Iteration 12Q: 3 clusters Score -150758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -150784.937500 Penalty: 3414.197266
	Iteration 13Q: 3 clusters Score -150784.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -150830.906250 Penalty: 3414.197266
	Iteration 14Q: 3 clusters Score -150830.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -150907.562500 Penalty: 3414.197266
	Iteration 15Q: 3 clusters Score -150907.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -151005.109375 Penalty: 3414.197266
	Iteration 16Q: 3 clusters Score -151005.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -151190.859375 Penalty: 3414.197266
	Iteration 17Q: 3 clusters Score -151190.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -151320.843750 Penalty: 3414.197266
	Iteration 18Q: 3 clusters Score -151320.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -151393.500000 Penalty: 3414.197266
	Iteration 19Q: 3 clusters Score -151393.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -151470.640625 Penalty: 3414.197266
	Iteration 20F: 3 clusters Score -151470.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -151541.343750 Penalty: 3414.197266
	Iteration 21Q: 3 clusters Score -151541.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -151586.437500 Penalty: 3414.197266
	Iteration 22Q: 3 clusters Score -151586.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -151602.093750 Penalty: 3414.197266
	Iteration 23Q: 3 clusters Score -151602.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -151611.796875 Penalty: 3414.197266
	Iteration 24Q: 3 clusters Score -151611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -151614.875000 Penalty: 3414.197266
	Iteration 25Q: 3 clusters Score -151614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -151618.765625 Penalty: 3414.197266
	Iteration 26Q: 3 clusters Score -151618.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -151621.046875 Penalty: 3414.197266
	Iteration 27F: 3 clusters Score -151621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -151637.703125 Penalty: 3414.197266
	Iteration 28Q: 3 clusters Score -151637.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -151663.296875 Penalty: 3414.197266
	Iteration 29Q: 3 clusters Score -151663.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -151695.203125 Penalty: 3414.197266
	Iteration 30Q: 3 clusters Score -151695.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -151703.609375 Penalty: 3414.197266
	Iteration 31Q: 3 clusters Score -151703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -151707.859375 Penalty: 3414.197266
	Iteration 32Q: 3 clusters Score -151707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -151707.859375 Penalty: 3414.197266
	Iteration 33F: 3 clusters Score -151707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 28565 members 
Mstep: Class 6 contains 26855 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 15074 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 16166 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 28068 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 21225 members 
Mstep: Class 23 contains 2210 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4208 members 
Mstep: Class 29 contains 23369 members 
Mstep: Class 30 contains 49194 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 25404 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16853 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 670 members 
Mstep: Class 38 contains 34921 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 16426 members 
Mstep: Class 41 contains 1528 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 16477 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 1710 members 
Mstep: Class 47 contains 364 members 
Mstep: Class 48 contains 8449 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 508 members 
Mstep: Class 51 contains 20185 members 
Mstep: Class 52 contains 468 members 
Entering Unmasked Estep 
Score: -84188800.000000 Penalty: 167425.093750
Splitting cluster 50 changes total score from -84186456.000000 to -84188800.000000
So it's getting split into cluster 52.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 28565 members 
Mstep: Class 6 contains 26855 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 15074 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 16166 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 28068 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 21225 members 
Mstep: Class 23 contains 2210 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4208 members 
Mstep: Class 29 contains 23369 members 
Mstep: Class 30 contains 49194 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 25404 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16853 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 670 members 
Mstep: Class 38 contains 34921 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 16426 members 
Mstep: Class 41 contains 1528 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 16477 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 1710 members 
Mstep: Class 47 contains 364 members 
Mstep: Class 48 contains 8449 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84190760.000000 Penalty: 167425.093750
Iteration 119Q: 53 clusters Score -8.419076e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 15096 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 28096 members 
Mstep: Class 6 contains 27586 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 15083 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 5030 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 6536 members 
Mstep: Class 14 contains 15996 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 27981 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 21625 members 
Mstep: Class 23 contains 2207 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2349 members 
Mstep: Class 26 contains 6119 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4204 members 
Mstep: Class 29 contains 23313 members 
Mstep: Class 30 contains 49138 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 24980 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16851 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 675 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 555 members 
Mstep: Class 40 contains 16431 members 
Mstep: Class 41 contains 1524 members 
Mstep: Class 42 contains 302 members 
Mstep: Class 43 contains 2629 members 
Mstep: Class 44 contains 18183 members 
Mstep: Class 45 contains 570 members 
Mstep: Class 46 contains 1710 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 8478 members 
Mstep: Class 49 contains 284 members 
Mstep: Class 50 contains 517 members 
Mstep: Class 51 contains 19732 members 
Mstep: Class 52 contains 466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84193512.000000 Penalty: 167425.093750
Iteration 120F: 53 clusters Score -8.419351e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 15090 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 27050 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 4904 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 15069 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 15523 members 
Mstep: Class 15 contains 4993 members 
Mstep: Class 16 contains 2134 members 
Mstep: Class 17 contains 26929 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 21871 members 
Mstep: Class 23 contains 2207 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 2338 members 
Mstep: Class 26 contains 6100 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4186 members 
Mstep: Class 29 contains 23014 members 
Mstep: Class 30 contains 48912 members 
Mstep: Class 31 contains 691 members 
Mstep: Class 32 contains 24659 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16854 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 676 members 
Mstep: Class 38 contains 32594 members 
Mstep: Class 39 contains 558 members 
Mstep: Class 40 contains 16418 members 
Mstep: Class 41 contains 1513 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 2579 members 
Mstep: Class 44 contains 19727 members 
Mstep: Class 45 contains 571 members 
Mstep: Class 46 contains 1710 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8476 members 
Mstep: Class 49 contains 283 members 
Mstep: Class 50 contains 520 members 
Mstep: Class 51 contains 22358 members 
Mstep: Class 52 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84195872.000000 Penalty: 167425.093750
Iteration 121Q: 53 clusters Score -8.419587e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 15089 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1741 members 
Mstep: Class 5 contains 26205 members 
Mstep: Class 6 contains 28960 members 
Mstep: Class 7 contains 4910 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 15044 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 15104 members 
Mstep: Class 15 contains 4994 members 
Mstep: Class 16 contains 2144 members 
Mstep: Class 17 contains 25585 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 21908 members 
Mstep: Class 23 contains 2211 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 2334 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4172 members 
Mstep: Class 29 contains 22801 members 
Mstep: Class 30 contains 48747 members 
Mstep: Class 31 contains 689 members 
Mstep: Class 32 contains 24353 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16871 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 678 members 
Mstep: Class 38 contains 31172 members 
Mstep: Class 39 contains 562 members 
Mstep: Class 40 contains 16434 members 
Mstep: Class 41 contains 1503 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 2551 members 
Mstep: Class 44 contains 21778 members 
Mstep: Class 45 contains 571 members 
Mstep: Class 46 contains 1707 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8472 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 522 members 
Mstep: Class 51 contains 24603 members 
Mstep: Class 52 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84198168.000000 Penalty: 167425.093750
Iteration 122Q: 53 clusters Score -8.419817e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 15081 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 25622 members 
Mstep: Class 6 contains 29404 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 15019 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 5033 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 14728 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 2157 members 
Mstep: Class 17 contains 24416 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 21758 members 
Mstep: Class 23 contains 2214 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 2332 members 
Mstep: Class 26 contains 6072 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 22600 members 
Mstep: Class 30 contains 48628 members 
Mstep: Class 31 contains 688 members 
Mstep: Class 32 contains 23906 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16898 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 678 members 
Mstep: Class 38 contains 29617 members 
Mstep: Class 39 contains 563 members 
Mstep: Class 40 contains 16476 members 
Mstep: Class 41 contains 1496 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 2544 members 
Mstep: Class 44 contains 24129 members 
Mstep: Class 45 contains 572 members 
Mstep: Class 46 contains 1707 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8464 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 523 members 
Mstep: Class 51 contains 26642 members 
Mstep: Class 52 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84199224.000000 Penalty: 167425.093750
Iteration 123Q: 53 clusters Score -8.419922e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15094 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 25180 members 
Mstep: Class 6 contains 29737 members 
Mstep: Class 7 contains 4914 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14972 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 6507 members 
Mstep: Class 14 contains 14387 members 
Mstep: Class 15 contains 4993 members 
Mstep: Class 16 contains 2180 members 
Mstep: Class 17 contains 23176 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 21421 members 
Mstep: Class 23 contains 2214 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 2333 members 
Mstep: Class 26 contains 6062 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4128 members 
Mstep: Class 29 contains 22458 members 
Mstep: Class 30 contains 48532 members 
Mstep: Class 31 contains 692 members 
Mstep: Class 32 contains 23303 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16893 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 680 members 
Mstep: Class 38 contains 28148 members 
Mstep: Class 39 contains 566 members 
Mstep: Class 40 contains 16529 members 
Mstep: Class 41 contains 1493 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 2540 members 
Mstep: Class 44 contains 26722 members 
Mstep: Class 45 contains 570 members 
Mstep: Class 46 contains 1707 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8452 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 523 members 
Mstep: Class 51 contains 28617 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84199336.000000 Penalty: 167425.093750
Iteration 124Q: 53 clusters Score -8.419934e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 15097 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 24774 members 
Mstep: Class 6 contains 29928 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14934 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 5031 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 6498 members 
Mstep: Class 14 contains 14145 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 21931 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 21029 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 6055 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4108 members 
Mstep: Class 29 contains 22349 members 
Mstep: Class 30 contains 48410 members 
Mstep: Class 31 contains 693 members 
Mstep: Class 32 contains 22527 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16891 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 681 members 
Mstep: Class 38 contains 27073 members 
Mstep: Class 39 contains 567 members 
Mstep: Class 40 contains 16557 members 
Mstep: Class 41 contains 1490 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 2523 members 
Mstep: Class 44 contains 29259 members 
Mstep: Class 45 contains 567 members 
Mstep: Class 46 contains 1707 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8465 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 521 members 
Mstep: Class 51 contains 30442 members 
Mstep: Class 52 contains 648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84198928.000000 Penalty: 167425.093750
Iteration 125Q: 53 clusters Score -8.419893e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 15104 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 24395 members 
Mstep: Class 6 contains 30085 members 
Mstep: Class 7 contains 4911 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14913 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 5029 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 13904 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 2236 members 
Mstep: Class 17 contains 21144 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 20691 members 
Mstep: Class 23 contains 2221 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 2334 members 
Mstep: Class 26 contains 6047 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4105 members 
Mstep: Class 29 contains 22276 members 
Mstep: Class 30 contains 48258 members 
Mstep: Class 31 contains 692 members 
Mstep: Class 32 contains 21956 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16898 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 681 members 
Mstep: Class 38 contains 26263 members 
Mstep: Class 39 contains 567 members 
Mstep: Class 40 contains 16583 members 
Mstep: Class 41 contains 1485 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 2513 members 
Mstep: Class 44 contains 31398 members 
Mstep: Class 45 contains 566 members 
Mstep: Class 46 contains 1707 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8474 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 520 members 
Mstep: Class 51 contains 31660 members 
Mstep: Class 52 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84198160.000000 Penalty: 167425.093750
Iteration 126Q: 53 clusters Score -8.419816e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 15107 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 24127 members 
Mstep: Class 6 contains 30228 members 
Mstep: Class 7 contains 4909 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14914 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5027 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 6479 members 
Mstep: Class 14 contains 13725 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 20683 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 20386 members 
Mstep: Class 23 contains 2224 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 6042 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4106 members 
Mstep: Class 29 contains 22232 members 
Mstep: Class 30 contains 48133 members 
Mstep: Class 31 contains 692 members 
Mstep: Class 32 contains 21377 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16908 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 681 members 
Mstep: Class 38 contains 25735 members 
Mstep: Class 39 contains 567 members 
Mstep: Class 40 contains 16607 members 
Mstep: Class 41 contains 1482 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 2506 members 
Mstep: Class 44 contains 33022 members 
Mstep: Class 45 contains 564 members 
Mstep: Class 46 contains 1706 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8494 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 32495 members 
Mstep: Class 52 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84197624.000000 Penalty: 167425.093750
Iteration 127Q: 53 clusters Score -8.419762e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 15113 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 1715 members 
Mstep: Class 5 contains 23863 members 
Mstep: Class 6 contains 30280 members 
Mstep: Class 7 contains 4901 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14904 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 5029 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 6477 members 
Mstep: Class 14 contains 13620 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 20653 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 20166 members 
Mstep: Class 23 contains 2230 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 2333 members 
Mstep: Class 26 contains 6028 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4098 members 
Mstep: Class 29 contains 22209 members 
Mstep: Class 30 contains 48043 members 
Mstep: Class 31 contains 695 members 
Mstep: Class 32 contains 20961 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16915 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 682 members 
Mstep: Class 38 contains 25451 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 16640 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 2496 members 
Mstep: Class 44 contains 34164 members 
Mstep: Class 45 contains 565 members 
Mstep: Class 46 contains 1706 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8493 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 518 members 
Mstep: Class 51 contains 32869 members 
Mstep: Class 52 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84196872.000000 Penalty: 167425.093750
Iteration 128Q: 53 clusters Score -8.419687e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 15111 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 23717 members 
Mstep: Class 6 contains 30307 members 
Mstep: Class 7 contains 4901 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14900 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 6470 members 
Mstep: Class 14 contains 13535 members 
Mstep: Class 15 contains 5001 members 
Mstep: Class 16 contains 2303 members 
Mstep: Class 17 contains 20857 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 19942 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 6023 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4097 members 
Mstep: Class 29 contains 22194 members 
Mstep: Class 30 contains 47937 members 
Mstep: Class 31 contains 697 members 
Mstep: Class 32 contains 20758 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16931 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 684 members 
Mstep: Class 38 contains 25339 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 16681 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 2512 members 
Mstep: Class 44 contains 34855 members 
Mstep: Class 45 contains 564 members 
Mstep: Class 46 contains 1707 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8491 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 32932 members 
Mstep: Class 52 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84196920.000000 Penalty: 167425.093750
Iteration 129Q: 53 clusters Score -8.419692e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 15098 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1704 members 
Mstep: Class 5 contains 23639 members 
Mstep: Class 6 contains 30320 members 
Mstep: Class 7 contains 4901 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14889 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6474 members 
Mstep: Class 14 contains 13486 members 
Mstep: Class 15 contains 5002 members 
Mstep: Class 16 contains 2322 members 
Mstep: Class 17 contains 21187 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 19743 members 
Mstep: Class 23 contains 2233 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 2332 members 
Mstep: Class 26 contains 6018 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4090 members 
Mstep: Class 29 contains 22203 members 
Mstep: Class 30 contains 47831 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 20688 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16951 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 686 members 
Mstep: Class 38 contains 25308 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 16723 members 
Mstep: Class 41 contains 1474 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 2505 members 
Mstep: Class 44 contains 35248 members 
Mstep: Class 45 contains 563 members 
Mstep: Class 46 contains 1709 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8500 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 514 members 
Mstep: Class 51 contains 32825 members 
Mstep: Class 52 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84196632.000000 Penalty: 167425.093750
Iteration 130Q: 53 clusters Score -8.419663e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 15086 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1696 members 
Mstep: Class 5 contains 23543 members 
Mstep: Class 6 contains 30272 members 
Mstep: Class 7 contains 4897 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14881 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6470 members 
Mstep: Class 14 contains 13451 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 2348 members 
Mstep: Class 17 contains 21684 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 19625 members 
Mstep: Class 23 contains 2235 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 2333 members 
Mstep: Class 26 contains 6010 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4079 members 
Mstep: Class 29 contains 22211 members 
Mstep: Class 30 contains 47734 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 20678 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 16978 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 686 members 
Mstep: Class 38 contains 25314 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 16752 members 
Mstep: Class 41 contains 1474 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 2512 members 
Mstep: Class 44 contains 35475 members 
Mstep: Class 45 contains 560 members 
Mstep: Class 46 contains 1707 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8500 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 512 members 
Mstep: Class 51 contains 32632 members 
Mstep: Class 52 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84196400.000000 Penalty: 167425.093750
Iteration 131Q: 53 clusters Score -8.41964e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 15074 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1684 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 30237 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14860 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 13419 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 22271 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 19549 members 
Mstep: Class 23 contains 2236 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2329 members 
Mstep: Class 26 contains 6003 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4075 members 
Mstep: Class 29 contains 22231 members 
Mstep: Class 30 contains 47657 members 
Mstep: Class 31 contains 704 members 
Mstep: Class 32 contains 20692 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17010 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 687 members 
Mstep: Class 38 contains 25423 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 16778 members 
Mstep: Class 41 contains 1474 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 2501 members 
Mstep: Class 44 contains 35536 members 
Mstep: Class 45 contains 558 members 
Mstep: Class 46 contains 1707 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8515 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 509 members 
Mstep: Class 51 contains 32342 members 
Mstep: Class 52 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84196440.000000 Penalty: 167425.093750
Iteration 132Q: 53 clusters Score -8.419644e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 15067 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1679 members 
Mstep: Class 5 contains 23337 members 
Mstep: Class 6 contains 30151 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14827 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5020 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 13400 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 2429 members 
Mstep: Class 17 contains 22855 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 19510 members 
Mstep: Class 23 contains 2236 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2322 members 
Mstep: Class 26 contains 5998 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4072 members 
Mstep: Class 29 contains 22271 members 
Mstep: Class 30 contains 47582 members 
Mstep: Class 31 contains 705 members 
Mstep: Class 32 contains 20719 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17041 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 689 members 
Mstep: Class 38 contains 25579 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 16802 members 
Mstep: Class 41 contains 1474 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 2482 members 
Mstep: Class 44 contains 35435 members 
Mstep: Class 45 contains 557 members 
Mstep: Class 46 contains 1707 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8503 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 507 members 
Mstep: Class 51 contains 32102 members 
Mstep: Class 52 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84196376.000000 Penalty: 167425.093750
Iteration 133Q: 53 clusters Score -8.419638e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 15064 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 23291 members 
Mstep: Class 6 contains 30025 members 
Mstep: Class 7 contains 4887 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14800 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6460 members 
Mstep: Class 14 contains 13396 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 23448 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 19489 members 
Mstep: Class 23 contains 2235 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2322 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 22304 members 
Mstep: Class 30 contains 47516 members 
Mstep: Class 31 contains 707 members 
Mstep: Class 32 contains 20729 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17056 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 689 members 
Mstep: Class 38 contains 25802 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 16841 members 
Mstep: Class 41 contains 1474 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 2461 members 
Mstep: Class 44 contains 35211 members 
Mstep: Class 45 contains 555 members 
Mstep: Class 46 contains 1707 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8514 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 500 members 
Mstep: Class 51 contains 31854 members 
Mstep: Class 52 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84196840.000000 Penalty: 167425.093750
Iteration 134Q: 53 clusters Score -8.419684e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 23292 members 
Mstep: Class 6 contains 29855 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14773 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6458 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 15 contains 4994 members 
Mstep: Class 16 contains 2523 members 
Mstep: Class 17 contains 24088 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 19493 members 
Mstep: Class 23 contains 2233 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2322 members 
Mstep: Class 26 contains 5984 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4073 members 
Mstep: Class 29 contains 22334 members 
Mstep: Class 30 contains 47447 members 
Mstep: Class 31 contains 713 members 
Mstep: Class 32 contains 20754 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17062 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 691 members 
Mstep: Class 38 contains 26016 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 16881 members 
Mstep: Class 41 contains 1471 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 2432 members 
Mstep: Class 44 contains 34947 members 
Mstep: Class 45 contains 552 members 
Mstep: Class 46 contains 1708 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8530 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 31601 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84196696.000000 Penalty: 167425.093750
Iteration 135Q: 53 clusters Score -8.41967e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 15051 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 23325 members 
Mstep: Class 6 contains 29708 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 13397 members 
Mstep: Class 15 contains 4994 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 24673 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 19510 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2320 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4062 members 
Mstep: Class 29 contains 22335 members 
Mstep: Class 30 contains 47373 members 
Mstep: Class 31 contains 718 members 
Mstep: Class 32 contains 20785 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17070 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 693 members 
Mstep: Class 38 contains 26249 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 16918 members 
Mstep: Class 41 contains 1466 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 2390 members 
Mstep: Class 44 contains 34653 members 
Mstep: Class 45 contains 548 members 
Mstep: Class 46 contains 1708 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8552 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 31317 members 
Mstep: Class 52 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84197624.000000 Penalty: 167425.093750
Iteration 136Q: 53 clusters Score -8.419762e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1645 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 29624 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14738 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 13414 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 25257 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 19557 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2322 members 
Mstep: Class 26 contains 5985 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22338 members 
Mstep: Class 30 contains 47286 members 
Mstep: Class 31 contains 722 members 
Mstep: Class 32 contains 20825 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17068 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 697 members 
Mstep: Class 38 contains 26445 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 16949 members 
Mstep: Class 41 contains 1462 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 34343 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 1708 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8546 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 30962 members 
Mstep: Class 52 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84198184.000000 Penalty: 167425.093750
Iteration 137Q: 53 clusters Score -8.419818e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 15064 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1637 members 
Mstep: Class 5 contains 23480 members 
Mstep: Class 6 contains 29579 members 
Mstep: Class 7 contains 4873 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14718 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 5026 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 13441 members 
Mstep: Class 15 contains 4988 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 25788 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 19587 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2320 members 
Mstep: Class 26 contains 5981 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 22326 members 
Mstep: Class 30 contains 47204 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 20852 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17088 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 699 members 
Mstep: Class 38 contains 26631 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 16967 members 
Mstep: Class 41 contains 1462 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 34029 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 1708 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8557 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 30647 members 
Mstep: Class 52 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84198504.000000 Penalty: 167425.093750
Iteration 138Q: 53 clusters Score -8.41985e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 15064 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 23507 members 
Mstep: Class 6 contains 29533 members 
Mstep: Class 7 contains 4863 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14706 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 5026 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6474 members 
Mstep: Class 14 contains 13464 members 
Mstep: Class 15 contains 4988 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 26221 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 19654 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2319 members 
Mstep: Class 26 contains 5976 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 22330 members 
Mstep: Class 30 contains 47141 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 20845 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 702 members 
Mstep: Class 38 contains 26885 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 16975 members 
Mstep: Class 41 contains 1460 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 2310 members 
Mstep: Class 44 contains 33682 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 1709 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8584 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 30428 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84198736.000000 Penalty: 167425.093750
Iteration 139Q: 53 clusters Score -8.419874e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 15067 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1623 members 
Mstep: Class 5 contains 23581 members 
Mstep: Class 6 contains 29476 members 
Mstep: Class 7 contains 4859 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14699 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6477 members 
Mstep: Class 14 contains 13473 members 
Mstep: Class 15 contains 4988 members 
Mstep: Class 16 contains 2809 members 
Mstep: Class 17 contains 26566 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 19800 members 
Mstep: Class 23 contains 2224 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2314 members 
Mstep: Class 26 contains 5973 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 22346 members 
Mstep: Class 30 contains 47100 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 20817 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17122 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 27156 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 16978 members 
Mstep: Class 41 contains 1458 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 2276 members 
Mstep: Class 44 contains 33284 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1709 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8603 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 30231 members 
Mstep: Class 52 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84199288.000000 Penalty: 167425.093750
Iteration 140F: 53 clusters Score -8.419929e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 15067 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 23668 members 
Mstep: Class 6 contains 29444 members 
Mstep: Class 7 contains 4859 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14679 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 13492 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 2852 members 
Mstep: Class 17 contains 26558 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 19965 members 
Mstep: Class 23 contains 2224 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2312 members 
Mstep: Class 26 contains 5968 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 22355 members 
Mstep: Class 30 contains 47024 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 20674 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17137 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 710 members 
Mstep: Class 38 contains 27439 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 16999 members 
Mstep: Class 41 contains 1458 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2268 members 
Mstep: Class 44 contains 33018 members 
Mstep: Class 45 contains 539 members 
Mstep: Class 46 contains 1709 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8601 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 30359 members 
Mstep: Class 52 contains 752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84198744.000000 Penalty: 167425.093750
Iteration 141Q: 53 clusters Score -8.419874e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 15066 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 23752 members 
Mstep: Class 6 contains 29437 members 
Mstep: Class 7 contains 4856 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14662 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6477 members 
Mstep: Class 14 contains 13519 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 2896 members 
Mstep: Class 17 contains 26704 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 20201 members 
Mstep: Class 23 contains 2224 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 5973 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 22351 members 
Mstep: Class 30 contains 46950 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 20524 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17145 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 27689 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 17026 members 
Mstep: Class 41 contains 1457 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2273 members 
Mstep: Class 44 contains 32676 members 
Mstep: Class 45 contains 537 members 
Mstep: Class 46 contains 1708 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8600 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 30350 members 
Mstep: Class 52 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84199048.000000 Penalty: 167425.093750
Iteration 142Q: 53 clusters Score -8.419905e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 15062 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 23813 members 
Mstep: Class 6 contains 29422 members 
Mstep: Class 7 contains 4854 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14641 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5027 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6479 members 
Mstep: Class 14 contains 13555 members 
Mstep: Class 15 contains 4988 members 
Mstep: Class 16 contains 2913 members 
Mstep: Class 17 contains 26968 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 20468 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 5967 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 22353 members 
Mstep: Class 30 contains 46909 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 20401 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17153 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 27893 members 
Mstep: Class 39 contains 569 members 
Mstep: Class 40 contains 17038 members 
Mstep: Class 41 contains 1458 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2281 members 
Mstep: Class 44 contains 32348 members 
Mstep: Class 45 contains 535 members 
Mstep: Class 46 contains 1708 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 8607 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 30201 members 
Mstep: Class 52 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84199352.000000 Penalty: 167425.093750
Iteration 143Q: 53 clusters Score -8.419935e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 15061 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 23910 members 
Mstep: Class 6 contains 29409 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14635 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5027 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 13599 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 2930 members 
Mstep: Class 17 contains 27242 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 20768 members 
Mstep: Class 23 contains 2224 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2304 members 
Mstep: Class 26 contains 5970 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 22364 members 
Mstep: Class 30 contains 46869 members 
Mstep: Class 31 contains 722 members 
Mstep: Class 32 contains 20270 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17149 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 28081 members 
Mstep: Class 39 contains 567 members 
Mstep: Class 40 contains 17048 members 
Mstep: Class 41 contains 1456 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2277 members 
Mstep: Class 44 contains 31919 members 
Mstep: Class 45 contains 536 members 
Mstep: Class 46 contains 1708 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 8623 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 491 members 
Mstep: Class 51 contains 30072 members 
Mstep: Class 52 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84199224.000000 Penalty: 167425.093750
Iteration 144Q: 53 clusters Score -8.419922e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 15053 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 24000 members 
Mstep: Class 6 contains 29460 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14629 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 5026 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 13615 members 
Mstep: Class 15 contains 4991 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 17 contains 27552 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 21058 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 2305 members 
Mstep: Class 26 contains 5972 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 22371 members 
Mstep: Class 30 contains 46808 members 
Mstep: Class 31 contains 722 members 
Mstep: Class 32 contains 20172 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17155 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 28214 members 
Mstep: Class 39 contains 566 members 
Mstep: Class 40 contains 17066 members 
Mstep: Class 41 contains 1454 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2276 members 
Mstep: Class 44 contains 31523 members 
Mstep: Class 45 contains 535 members 
Mstep: Class 46 contains 1708 members 
Mstep: Class 47 contains 369 members 
Mstep: Class 48 contains 8622 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 491 members 
Mstep: Class 51 contains 29910 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84199664.000000 Penalty: 167425.093750
Iteration 145Q: 53 clusters Score -8.419966e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 15050 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 24123 members 
Mstep: Class 6 contains 29488 members 
Mstep: Class 7 contains 4845 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 13668 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 2959 members 
Mstep: Class 17 contains 27882 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 21385 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 5971 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 22381 members 
Mstep: Class 30 contains 46734 members 
Mstep: Class 31 contains 722 members 
Mstep: Class 32 contains 20061 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17158 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 28270 members 
Mstep: Class 39 contains 566 members 
Mstep: Class 40 contains 17071 members 
Mstep: Class 41 contains 1455 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2279 members 
Mstep: Class 44 contains 31180 members 
Mstep: Class 45 contains 536 members 
Mstep: Class 46 contains 1709 members 
Mstep: Class 47 contains 370 members 
Mstep: Class 48 contains 8647 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 491 members 
Mstep: Class 51 contains 29665 members 
Mstep: Class 52 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84199776.000000 Penalty: 167425.093750
Iteration 146Q: 53 clusters Score -8.419978e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 15055 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 24269 members 
Mstep: Class 6 contains 29484 members 
Mstep: Class 7 contains 4843 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 14617 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 13712 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 28179 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 21744 members 
Mstep: Class 23 contains 2222 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 2298 members 
Mstep: Class 26 contains 5970 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 22402 members 
Mstep: Class 30 contains 46682 members 
Mstep: Class 31 contains 722 members 
Mstep: Class 32 contains 19974 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17157 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 28263 members 
Mstep: Class 39 contains 570 members 
Mstep: Class 40 contains 17082 members 
Mstep: Class 41 contains 1454 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2282 members 
Mstep: Class 44 contains 30800 members 
Mstep: Class 45 contains 536 members 
Mstep: Class 46 contains 1709 members 
Mstep: Class 47 contains 370 members 
Mstep: Class 48 contains 8665 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 490 members 
Mstep: Class 51 contains 29469 members 
Mstep: Class 52 contains 733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84200056.000000 Penalty: 167425.093750
Iteration 147Q: 53 clusters Score -8.420006e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 15046 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 24391 members 
Mstep: Class 6 contains 29483 members 
Mstep: Class 7 contains 4841 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14613 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 6499 members 
Mstep: Class 14 contains 13731 members 
Mstep: Class 15 contains 4991 members 
Mstep: Class 16 contains 2975 members 
Mstep: Class 17 contains 28441 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 22112 members 
Mstep: Class 23 contains 2220 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 5970 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 22426 members 
Mstep: Class 30 contains 46637 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 19890 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17162 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 28246 members 
Mstep: Class 39 contains 572 members 
Mstep: Class 40 contains 17093 members 
Mstep: Class 41 contains 1454 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2282 members 
Mstep: Class 44 contains 30499 members 
Mstep: Class 45 contains 537 members 
Mstep: Class 46 contains 1710 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8668 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 490 members 
Mstep: Class 51 contains 29258 members 
Mstep: Class 52 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84200368.000000 Penalty: 167425.093750
Iteration 148Q: 53 clusters Score -8.420037e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 15040 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 29459 members 
Mstep: Class 7 contains 4839 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14597 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6498 members 
Mstep: Class 14 contains 13742 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 2981 members 
Mstep: Class 17 contains 28712 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 22513 members 
Mstep: Class 23 contains 2222 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 2296 members 
Mstep: Class 26 contains 5963 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 22446 members 
Mstep: Class 30 contains 46576 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 19814 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17160 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 28179 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17107 members 
Mstep: Class 41 contains 1454 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2283 members 
Mstep: Class 44 contains 30218 members 
Mstep: Class 45 contains 538 members 
Mstep: Class 46 contains 1710 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8671 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 490 members 
Mstep: Class 51 contains 29032 members 
Mstep: Class 52 contains 733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84200608.000000 Penalty: 167425.093750
Iteration 149Q: 53 clusters Score -8.420061e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 15046 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 24702 members 
Mstep: Class 6 contains 29422 members 
Mstep: Class 7 contains 4832 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 14586 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 13755 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 28972 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 22890 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 22465 members 
Mstep: Class 30 contains 46544 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 19748 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17157 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 28162 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17122 members 
Mstep: Class 41 contains 1454 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2283 members 
Mstep: Class 44 contains 29952 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8689 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28774 members 
Mstep: Class 52 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84200720.000000 Penalty: 167425.093750
Iteration 150Q: 53 clusters Score -8.420072e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 15052 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 24829 members 
Mstep: Class 6 contains 29415 members 
Mstep: Class 7 contains 4830 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14582 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 13771 members 
Mstep: Class 15 contains 4991 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 29176 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 23288 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 5963 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 22473 members 
Mstep: Class 30 contains 46515 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 19715 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17138 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 711 members 
Mstep: Class 38 contains 28108 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17136 members 
Mstep: Class 41 contains 1454 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2285 members 
Mstep: Class 44 contains 29693 members 
Mstep: Class 45 contains 542 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8700 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28522 members 
Mstep: Class 52 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84200792.000000 Penalty: 167425.093750
Iteration 151Q: 53 clusters Score -8.420079e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 15045 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 24991 members 
Mstep: Class 6 contains 29410 members 
Mstep: Class 7 contains 4828 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14577 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 13776 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 29342 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 23669 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2287 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 22484 members 
Mstep: Class 30 contains 46496 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 19686 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17140 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 711 members 
Mstep: Class 38 contains 28052 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17145 members 
Mstep: Class 41 contains 1453 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 29431 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8699 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 28294 members 
Mstep: Class 52 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84200992.000000 Penalty: 167425.093750
Iteration 152Q: 53 clusters Score -8.420099e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 15049 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 25126 members 
Mstep: Class 6 contains 29364 members 
Mstep: Class 7 contains 4825 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14578 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 13796 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 29551 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 24092 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2285 members 
Mstep: Class 26 contains 5954 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 22489 members 
Mstep: Class 30 contains 46498 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 19664 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17130 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 711 members 
Mstep: Class 38 contains 27963 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17150 members 
Mstep: Class 41 contains 1452 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2293 members 
Mstep: Class 44 contains 29159 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8694 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 28064 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84201408.000000 Penalty: 167425.093750
Iteration 153Q: 53 clusters Score -8.420141e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 15043 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 25261 members 
Mstep: Class 6 contains 29363 members 
Mstep: Class 7 contains 4825 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14579 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 13822 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 2985 members 
Mstep: Class 17 contains 29755 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 24534 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 5955 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 22496 members 
Mstep: Class 30 contains 46504 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 19625 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17126 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 711 members 
Mstep: Class 38 contains 27848 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17149 members 
Mstep: Class 41 contains 1453 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2297 members 
Mstep: Class 44 contains 28895 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8691 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 27817 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84201720.000000 Penalty: 167425.093750
Iteration 154Q: 53 clusters Score -8.420172e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 15041 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 25405 members 
Mstep: Class 6 contains 29376 members 
Mstep: Class 7 contains 4824 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14584 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 13814 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 2987 members 
Mstep: Class 17 contains 29959 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 24972 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 22476 members 
Mstep: Class 30 contains 46507 members 
Mstep: Class 31 contains 725 members 
Mstep: Class 32 contains 19548 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17130 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 27712 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17151 members 
Mstep: Class 41 contains 1453 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2299 members 
Mstep: Class 44 contains 28633 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8690 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 27619 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84201760.000000 Penalty: 167425.093750
Iteration 155Q: 53 clusters Score -8.420176e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 15039 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 25589 members 
Mstep: Class 6 contains 29419 members 
Mstep: Class 7 contains 4824 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14577 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6498 members 
Mstep: Class 14 contains 13788 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 2985 members 
Mstep: Class 17 contains 30110 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 25424 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 5957 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 22454 members 
Mstep: Class 30 contains 46497 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19467 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17129 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 27575 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 1453 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2297 members 
Mstep: Class 44 contains 28376 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8697 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 27467 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202248.000000 Penalty: 167425.093750
Iteration 156Q: 53 clusters Score -8.420225e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 15040 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 25805 members 
Mstep: Class 6 contains 29481 members 
Mstep: Class 7 contains 4825 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14569 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 13771 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 2985 members 
Mstep: Class 17 contains 30235 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 25895 members 
Mstep: Class 23 contains 2226 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 22442 members 
Mstep: Class 30 contains 46496 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19380 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17123 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 27403 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17141 members 
Mstep: Class 41 contains 1450 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2296 members 
Mstep: Class 44 contains 28101 members 
Mstep: Class 45 contains 542 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8710 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 27313 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202424.000000 Penalty: 167425.093750
Iteration 157Q: 53 clusters Score -8.420242e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 26002 members 
Mstep: Class 6 contains 29578 members 
Mstep: Class 7 contains 4823 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14568 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 13735 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 30346 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26411 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 5964 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 22417 members 
Mstep: Class 30 contains 46522 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19293 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17124 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 27154 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17138 members 
Mstep: Class 41 contains 1451 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2296 members 
Mstep: Class 44 contains 27893 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8702 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 27145 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202384.000000 Penalty: 167425.093750
Iteration 158Q: 53 clusters Score -8.420238e+07 nChanged 2845
Entering ConstructFrom: 
Score: -84202384.000000 Penalty: 167425.093750
Entering ConstructFrom: 
Trying to split cluster 1 (6913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Entering Unmasked Estep 
Score: -1351451.125000 Penalty: 2192.607422
	Iteration 0F: 2 clusters Score -1351451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1345698.125000 Penalty: 4385.214844
	Iteration 0F: 3 clusters Score -1345698 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1347153.500000 Penalty: 4385.214844
	Iteration 1F: 3 clusters Score -1347154 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1347367.750000 Penalty: 4385.214844
	Iteration 2F: 3 clusters Score -1347368 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1347516.375000 Penalty: 4385.214844
	Iteration 3Q: 3 clusters Score -1347516 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1347624.750000 Penalty: 4385.214844
	Iteration 4Q: 3 clusters Score -1347625 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1347709.500000 Penalty: 4385.214844
	Iteration 5Q: 3 clusters Score -1347710 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1347793.375000 Penalty: 4385.214844
	Iteration 6Q: 3 clusters Score -1347793 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1347866.750000 Penalty: 4385.214844
	Iteration 7Q: 3 clusters Score -1347867 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1347928.250000 Penalty: 4385.214844
	Iteration 8Q: 3 clusters Score -1347928 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1347993.125000 Penalty: 4385.214844
	Iteration 9Q: 3 clusters Score -1347993 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1348050.250000 Penalty: 4385.214844
	Iteration 10Q: 3 clusters Score -1348050 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1348116.750000 Penalty: 4385.214844
	Iteration 11Q: 3 clusters Score -1348117 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1348187.875000 Penalty: 4385.214844
	Iteration 12Q: 3 clusters Score -1348188 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1348270.000000 Penalty: 4385.214844
	Iteration 13Q: 3 clusters Score -1348270 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1348354.625000 Penalty: 4385.214844
	Iteration 14Q: 3 clusters Score -1348355 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1348457.375000 Penalty: 4385.214844
	Iteration 15Q: 3 clusters Score -1348457 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1348587.500000 Penalty: 4385.214844
	Iteration 16Q: 3 clusters Score -1348588 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1348692.250000 Penalty: 4385.214844
	Iteration 17Q: 3 clusters Score -1348692 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1348790.000000 Penalty: 4385.214844
	Iteration 18Q: 3 clusters Score -1348790 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1348882.000000 Penalty: 4385.214844
	Iteration 19Q: 3 clusters Score -1348882 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1348970.250000 Penalty: 4385.214844
	Iteration 20F: 3 clusters Score -1348970 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1349067.125000 Penalty: 4385.214844
	Iteration 21Q: 3 clusters Score -1349067 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1349148.375000 Penalty: 4385.214844
	Iteration 22Q: 3 clusters Score -1349148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1349205.375000 Penalty: 4385.214844
	Iteration 23Q: 3 clusters Score -1349205 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1349252.750000 Penalty: 4385.214844
	Iteration 24Q: 3 clusters Score -1349253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1349288.125000 Penalty: 4385.214844
	Iteration 25Q: 3 clusters Score -1349288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1349319.500000 Penalty: 4385.214844
	Iteration 26Q: 3 clusters Score -1349320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1349343.750000 Penalty: 4385.214844
	Iteration 27Q: 3 clusters Score -1349344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1349370.000000 Penalty: 4385.214844
	Iteration 28Q: 3 clusters Score -1349370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1349391.625000 Penalty: 4385.214844
	Iteration 29Q: 3 clusters Score -1349392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1349404.000000 Penalty: 4385.214844
	Iteration 30Q: 3 clusters Score -1349404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1349419.125000 Penalty: 4385.214844
	Iteration 31Q: 3 clusters Score -1349419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1349435.500000 Penalty: 4385.214844
	Iteration 32Q: 3 clusters Score -1349436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1349452.125000 Penalty: 4385.214844
	Iteration 33Q: 3 clusters Score -1349452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1349462.750000 Penalty: 4385.214844
	Iteration 34Q: 3 clusters Score -1349463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1349471.625000 Penalty: 4385.214844
	Iteration 35Q: 3 clusters Score -1349472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1349478.500000 Penalty: 4385.214844
	Iteration 36Q: 3 clusters Score -1349478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1349487.000000 Penalty: 4385.214844
	Iteration 37Q: 3 clusters Score -1349487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1349495.750000 Penalty: 4385.214844
	Iteration 38Q: 3 clusters Score -1349496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1349498.625000 Penalty: 4385.214844
	Iteration 39Q: 3 clusters Score -1349499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1349502.250000 Penalty: 4385.214844
	Iteration 40F: 3 clusters Score -1349502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1349503.750000 Penalty: 4385.214844
	Iteration 41Q: 3 clusters Score -1349504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1349505.500000 Penalty: 4385.214844
	Iteration 42Q: 3 clusters Score -1349506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1349506.250000 Penalty: 4385.214844
	Iteration 43Q: 3 clusters Score -1349506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1349506.875000 Penalty: 4385.214844
	Iteration 44Q: 3 clusters Score -1349507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1349507.375000 Penalty: 4385.214844
	Iteration 45Q: 3 clusters Score -1349507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1349509.875000 Penalty: 4385.214844
	Iteration 46Q: 3 clusters Score -1349510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1349509.875000 Penalty: 4385.214844
	Iteration 47F: 3 clusters Score -1349510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Entering Unmasked Estep 
Score: -3223819.500000 Penalty: 2385.446045
	Iteration 0F: 2 clusters Score -3223820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3213495.750000 Penalty: 4770.892090
	Iteration 0F: 3 clusters Score -3213496 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3217176.750000 Penalty: 4770.892090
	Iteration 1F: 3 clusters Score -3217177 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -3217652.750000 Penalty: 4770.892090
	Iteration 2F: 3 clusters Score -3217653 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -3218101.000000 Penalty: 4770.892090
	Iteration 3F: 3 clusters Score -3218101 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3218484.250000 Penalty: 4770.892090
	Iteration 4F: 3 clusters Score -3218484 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -3218875.250000 Penalty: 4770.892090
	Iteration 5Q: 3 clusters Score -3218875 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -3219301.000000 Penalty: 4770.892090
	Iteration 6Q: 3 clusters Score -3219301 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3219761.000000 Penalty: 4770.892090
	Iteration 7Q: 3 clusters Score -3219761 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -3220287.750000 Penalty: 4770.892090
	Iteration 8Q: 3 clusters Score -3220288 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3220705.500000 Penalty: 4770.892090
	Iteration 9Q: 3 clusters Score -3220706 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3221077.500000 Penalty: 4770.892090
	Iteration 10Q: 3 clusters Score -3221078 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3221320.250000 Penalty: 4770.892090
	Iteration 11Q: 3 clusters Score -3221320 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3221460.500000 Penalty: 4770.892090
	Iteration 12Q: 3 clusters Score -3221460 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3221561.250000 Penalty: 4770.892090
	Iteration 13Q: 3 clusters Score -3221561 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3221639.250000 Penalty: 4770.892090
	Iteration 14Q: 3 clusters Score -3221639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -3221681.750000 Penalty: 4770.892090
	Iteration 15Q: 3 clusters Score -3221682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3221708.500000 Penalty: 4770.892090
	Iteration 16Q: 3 clusters Score -3221708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3221723.000000 Penalty: 4770.892090
	Iteration 17Q: 3 clusters Score -3221723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3221744.500000 Penalty: 4770.892090
	Iteration 18Q: 3 clusters Score -3221744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3221755.250000 Penalty: 4770.892090
	Iteration 19Q: 3 clusters Score -3221755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3221772.000000 Penalty: 4770.892090
	Iteration 20F: 3 clusters Score -3221772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3221789.250000 Penalty: 4770.892090
	Iteration 21Q: 3 clusters Score -3221789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3221789.750000 Penalty: 4770.892090
	Iteration 22Q: 3 clusters Score -3221790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3221787.750000 Penalty: 4770.892090
	Iteration 23Q: 3 clusters Score -3221788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3221787.750000 Penalty: 4770.892090
	Iteration 24F: 3 clusters Score -3221788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -51756.046875 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -51756.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50461.136719 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -50461.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50570.328125 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -50570.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50639.367188 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -50639.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50682.437500 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -50682.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50695.535156 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -50695.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50695.535156 Penalty: 2834.011475
	Iteration 5F: 3 clusters Score -50695.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -274509.843750 Penalty: 1828.752441
	Iteration 0F: 2 clusters Score -274509.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -272214.468750 Penalty: 3657.504883
	Iteration 0F: 3 clusters Score -272214.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -272848.375000 Penalty: 3657.504883
	Iteration 1F: 3 clusters Score -272848.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -273112.343750 Penalty: 3657.504883
	Iteration 2F: 3 clusters Score -273112.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -273344.656250 Penalty: 3657.504883
	Iteration 3F: 3 clusters Score -273344.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -273524.875000 Penalty: 3657.504883
	Iteration 4F: 3 clusters Score -273524.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -273671.250000 Penalty: 3657.504883
	Iteration 5Q: 3 clusters Score -273671.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -273756.000000 Penalty: 3657.504883
	Iteration 6Q: 3 clusters Score -273756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -273826.000000 Penalty: 3657.504883
	Iteration 7Q: 3 clusters Score -273826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -273866.031250 Penalty: 3657.504883
	Iteration 8Q: 3 clusters Score -273866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -273923.093750 Penalty: 3657.504883
	Iteration 9Q: 3 clusters Score -273923.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -274003.500000 Penalty: 3657.504883
	Iteration 10Q: 3 clusters Score -274003.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -274085.781250 Penalty: 3657.504883
	Iteration 11Q: 3 clusters Score -274085.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -274165.656250 Penalty: 3657.504883
	Iteration 12Q: 3 clusters Score -274165.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -274231.156250 Penalty: 3657.504883
	Iteration 13Q: 3 clusters Score -274231.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -274331.187500 Penalty: 3657.504883
	Iteration 14Q: 3 clusters Score -274331.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -274420.062500 Penalty: 3657.504883
	Iteration 15Q: 3 clusters Score -274420.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -274495.406250 Penalty: 3657.504883
	Iteration 16Q: 3 clusters Score -274495.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -274546.281250 Penalty: 3657.504883
	Iteration 17Q: 3 clusters Score -274546.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -274611.156250 Penalty: 3657.504883
	Iteration 18Q: 3 clusters Score -274611.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -274646.000000 Penalty: 3657.504883
	Iteration 19Q: 3 clusters Score -274646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -274655.656250 Penalty: 3657.504883
	Iteration 20F: 3 clusters Score -274655.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -274666.062500 Penalty: 3657.504883
	Iteration 21Q: 3 clusters Score -274666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -274676.031250 Penalty: 3657.504883
	Iteration 22Q: 3 clusters Score -274676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -274679.750000 Penalty: 3657.504883
	Iteration 23Q: 3 clusters Score -274679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -274681.593750 Penalty: 3657.504883
	Iteration 24Q: 3 clusters Score -274681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -274688.031250 Penalty: 3657.504883
	Iteration 25Q: 3 clusters Score -274688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -274695.062500 Penalty: 3657.504883
	Iteration 26Q: 3 clusters Score -274695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -274701.468750 Penalty: 3657.504883
	Iteration 27Q: 3 clusters Score -274701.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -274703.562500 Penalty: 3657.504883
	Iteration 28Q: 3 clusters Score -274703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -274704.031250 Penalty: 3657.504883
	Iteration 29Q: 3 clusters Score -274704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -274704.281250 Penalty: 3657.504883
	Iteration 30Q: 3 clusters Score -274704.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -274704.281250 Penalty: 3657.504883
	Iteration 31F: 3 clusters Score -274704.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 26198 members 
Mstep: Class 6 contains 29669 members 
Mstep: Class 7 contains 4819 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14567 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 13737 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 30441 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26885 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22379 members 
Mstep: Class 30 contains 46528 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19207 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17129 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 26860 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17135 members 
Mstep: Class 41 contains 1451 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2297 members 
Mstep: Class 44 contains 27752 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8698 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 27005 members 
Mstep: Class 52 contains 735 members 
Mstep: Class 53 contains 546 members 
Entering Unmasked Estep 
Score: -84201488.000000 Penalty: 170644.796875
Splitting cluster 4 changes total score from -84202384.000000 to -84201488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (26198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Entering Unmasked Estep 
Score: -5131411.500000 Penalty: 2523.012695
	Iteration 0F: 2 clusters Score -5131412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -5114045.000000 Penalty: 5046.025391
	Iteration 0F: 3 clusters Score -5114045 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -5120323.500000 Penalty: 5046.025391
	Iteration 1F: 3 clusters Score -5120324 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -5120743.500000 Penalty: 5046.025391
	Iteration 2Q: 3 clusters Score -5120744 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -5121183.000000 Penalty: 5046.025391
	Iteration 3Q: 3 clusters Score -5121183 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -5121702.000000 Penalty: 5046.025391
	Iteration 4Q: 3 clusters Score -5121702 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -5122456.500000 Penalty: 5046.025391
	Iteration 5F: 3 clusters Score -5122456 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -5123539.500000 Penalty: 5046.025391
	Iteration 6F: 3 clusters Score -5123540 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -5124971.500000 Penalty: 5046.025391
	Iteration 7F: 3 clusters Score -5124972 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -5126624.500000 Penalty: 5046.025391
	Iteration 8F: 3 clusters Score -5126624 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -5127806.500000 Penalty: 5046.025391
	Iteration 9F: 3 clusters Score -5127806 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -5128368.500000 Penalty: 5046.025391
	Iteration 10Q: 3 clusters Score -5128368 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -5128593.500000 Penalty: 5046.025391
	Iteration 11Q: 3 clusters Score -5128594 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -5128723.000000 Penalty: 5046.025391
	Iteration 12Q: 3 clusters Score -5128723 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -5128847.000000 Penalty: 5046.025391
	Iteration 13Q: 3 clusters Score -5128847 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -5128925.500000 Penalty: 5046.025391
	Iteration 14Q: 3 clusters Score -5128926 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -5129001.000000 Penalty: 5046.025391
	Iteration 15Q: 3 clusters Score -5129001 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -5129055.000000 Penalty: 5046.025391
	Iteration 16Q: 3 clusters Score -5129055 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -5129107.000000 Penalty: 5046.025391
	Iteration 17Q: 3 clusters Score -5129107 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -5129146.500000 Penalty: 5046.025391
	Iteration 18Q: 3 clusters Score -5129146 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -5129184.500000 Penalty: 5046.025391
	Iteration 19Q: 3 clusters Score -5129184 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -5129214.000000 Penalty: 5046.025391
	Iteration 20F: 3 clusters Score -5129214 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -5129249.500000 Penalty: 5046.025391
	Iteration 21Q: 3 clusters Score -5129250 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -5129251.000000 Penalty: 5046.025391
	Iteration 22Q: 3 clusters Score -5129251 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5129282.500000 Penalty: 5046.025391
	Iteration 23Q: 3 clusters Score -5129282 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5129267.000000 Penalty: 5046.025391
	Iteration 24Q: 3 clusters Score -5129267 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5129316.000000 Penalty: 5046.025391
	Iteration 25Q: 3 clusters Score -5129316 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5129341.000000 Penalty: 5046.025391
	Iteration 26Q: 3 clusters Score -5129341 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5129334.500000 Penalty: 5046.025391
	Iteration 27Q: 3 clusters Score -5129334 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5129345.000000 Penalty: 5046.025391
	Iteration 28Q: 3 clusters Score -5129345 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5129354.500000 Penalty: 5046.025391
	Iteration 29Q: 3 clusters Score -5129354 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5129381.500000 Penalty: 5046.025391
	Iteration 30Q: 3 clusters Score -5129382 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5129380.500000 Penalty: 5046.025391
	Iteration 31Q: 3 clusters Score -5129380 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5129395.500000 Penalty: 5046.025391
	Iteration 32Q: 3 clusters Score -5129396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5129395.500000 Penalty: 5046.025391
	Iteration 33Q: 3 clusters Score -5129396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5129399.500000 Penalty: 5046.025391
	Iteration 34Q: 3 clusters Score -5129400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5129395.500000 Penalty: 5046.025391
	Iteration 35Q: 3 clusters Score -5129396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5129392.500000 Penalty: 5046.025391
	Iteration 36Q: 3 clusters Score -5129392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5129387.500000 Penalty: 5046.025391
	Iteration 37Q: 3 clusters Score -5129388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5129377.000000 Penalty: 5046.025391
	Iteration 38Q: 3 clusters Score -5129377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5129369.000000 Penalty: 5046.025391
	Iteration 39Q: 3 clusters Score -5129369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5129365.500000 Penalty: 5046.025391
	Iteration 40F: 3 clusters Score -5129366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5129364.500000 Penalty: 5046.025391
	Iteration 41Q: 3 clusters Score -5129364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5129371.000000 Penalty: 5046.025391
	Iteration 42Q: 3 clusters Score -5129371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5129376.000000 Penalty: 5046.025391
	Iteration 43Q: 3 clusters Score -5129376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5129375.000000 Penalty: 5046.025391
	Iteration 44Q: 3 clusters Score -5129375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5129381.500000 Penalty: 5046.025391
	Iteration 45Q: 3 clusters Score -5129382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5129383.000000 Penalty: 5046.025391
	Iteration 46Q: 3 clusters Score -5129383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5129382.500000 Penalty: 5046.025391
	Iteration 47Q: 3 clusters Score -5129382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5129382.500000 Penalty: 5046.025391
	Iteration 48Q: 3 clusters Score -5129382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5129382.500000 Penalty: 5046.025391
	Iteration 49F: 3 clusters Score -5129382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Entering Unmasked Estep 
Score: -5782767.000000 Penalty: 2553.868896
	Iteration 0F: 2 clusters Score -5782767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -5763239.500000 Penalty: 5107.737793
	Iteration 0F: 3 clusters Score -5763240 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -5770425.500000 Penalty: 5107.737793
	Iteration 1F: 3 clusters Score -5770426 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -5770870.500000 Penalty: 5107.737793
	Iteration 2Q: 3 clusters Score -5770870 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -5771315.000000 Penalty: 5107.737793
	Iteration 3Q: 3 clusters Score -5771315 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -5771769.000000 Penalty: 5107.737793
	Iteration 4Q: 3 clusters Score -5771769 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -5772413.000000 Penalty: 5107.737793
	Iteration 5Q: 3 clusters Score -5772413 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -5773317.000000 Penalty: 5107.737793
	Iteration 6F: 3 clusters Score -5773317 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -5774508.000000 Penalty: 5107.737793
	Iteration 7F: 3 clusters Score -5774508 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -5776063.000000 Penalty: 5107.737793
	Iteration 8F: 3 clusters Score -5776063 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -5777605.000000 Penalty: 5107.737793
	Iteration 9F: 3 clusters Score -5777605 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -5778734.500000 Penalty: 5107.737793
	Iteration 10Q: 3 clusters Score -5778734 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -5779542.000000 Penalty: 5107.737793
	Iteration 11Q: 3 clusters Score -5779542 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -5779952.500000 Penalty: 5107.737793
	Iteration 12Q: 3 clusters Score -5779952 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -5780180.500000 Penalty: 5107.737793
	Iteration 13Q: 3 clusters Score -5780180 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -5780299.500000 Penalty: 5107.737793
	Iteration 14Q: 3 clusters Score -5780300 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -5780376.000000 Penalty: 5107.737793
	Iteration 15Q: 3 clusters Score -5780376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -5780448.500000 Penalty: 5107.737793
	Iteration 16Q: 3 clusters Score -5780448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -5780485.500000 Penalty: 5107.737793
	Iteration 17Q: 3 clusters Score -5780486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -5780499.500000 Penalty: 5107.737793
	Iteration 18Q: 3 clusters Score -5780500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -5780515.000000 Penalty: 5107.737793
	Iteration 19Q: 3 clusters Score -5780515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -5780528.500000 Penalty: 5107.737793
	Iteration 20F: 3 clusters Score -5780528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -5780551.000000 Penalty: 5107.737793
	Iteration 21Q: 3 clusters Score -5780551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -5780568.500000 Penalty: 5107.737793
	Iteration 22Q: 3 clusters Score -5780568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -5780583.500000 Penalty: 5107.737793
	Iteration 23Q: 3 clusters Score -5780584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -5780585.500000 Penalty: 5107.737793
	Iteration 24Q: 3 clusters Score -5780586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -5780595.500000 Penalty: 5107.737793
	Iteration 25Q: 3 clusters Score -5780596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -5780603.000000 Penalty: 5107.737793
	Iteration 26Q: 3 clusters Score -5780603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -5780606.500000 Penalty: 5107.737793
	Iteration 27Q: 3 clusters Score -5780606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -5780606.500000 Penalty: 5107.737793
	Iteration 28F: 3 clusters Score -5780606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Entering Unmasked Estep 
Score: -877682.062500 Penalty: 2103.119873
	Iteration 0F: 2 clusters Score -877682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -873358.000000 Penalty: 4206.239746
	Iteration 0F: 3 clusters Score -873358 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -874557.875000 Penalty: 4206.239746
	Iteration 1F: 3 clusters Score -874557.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -875154.375000 Penalty: 4206.239746
	Iteration 2F: 3 clusters Score -875154.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -875686.375000 Penalty: 4206.239746
	Iteration 3F: 3 clusters Score -875686.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -876134.250000 Penalty: 4206.239746
	Iteration 4F: 3 clusters Score -876134.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -876512.500000 Penalty: 4206.239746
	Iteration 5F: 3 clusters Score -876512.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -876827.187500 Penalty: 4206.239746
	Iteration 6F: 3 clusters Score -876827.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -877044.375000 Penalty: 4206.239746
	Iteration 7Q: 3 clusters Score -877044.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -877184.125000 Penalty: 4206.239746
	Iteration 8Q: 3 clusters Score -877184.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -877272.812500 Penalty: 4206.239746
	Iteration 9Q: 3 clusters Score -877272.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -877320.375000 Penalty: 4206.239746
	Iteration 10Q: 3 clusters Score -877320.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -877358.125000 Penalty: 4206.239746
	Iteration 11Q: 3 clusters Score -877358.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -877382.312500 Penalty: 4206.239746
	Iteration 12Q: 3 clusters Score -877382.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -877401.312500 Penalty: 4206.239746
	Iteration 13Q: 3 clusters Score -877401.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -877410.000000 Penalty: 4206.239746
	Iteration 14Q: 3 clusters Score -877410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -877419.875000 Penalty: 4206.239746
	Iteration 15Q: 3 clusters Score -877419.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -877423.625000 Penalty: 4206.239746
	Iteration 16Q: 3 clusters Score -877423.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -877433.312500 Penalty: 4206.239746
	Iteration 17Q: 3 clusters Score -877433.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -877438.562500 Penalty: 4206.239746
	Iteration 18Q: 3 clusters Score -877438.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -877445.062500 Penalty: 4206.239746
	Iteration 19Q: 3 clusters Score -877445.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -877450.875000 Penalty: 4206.239746
	Iteration 20F: 3 clusters Score -877450.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -877460.875000 Penalty: 4206.239746
	Iteration 21Q: 3 clusters Score -877460.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -877465.687500 Penalty: 4206.239746
	Iteration 22Q: 3 clusters Score -877465.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -877467.375000 Penalty: 4206.239746
	Iteration 23Q: 3 clusters Score -877467.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -877467.375000 Penalty: 4206.239746
	Iteration 24F: 3 clusters Score -877467.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -58268.097656 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -58268.1 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 170 members 
Entering Unmasked Estep 
Score: -57126.304688 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -57126.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -57337.433594 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -57337.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -57422.066406 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -57422.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -57458.843750 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -57458.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -57471.292969 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -57471.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -57482.558594 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -57482.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -57492.730469 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -57492.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -57496.953125 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -57496.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -57507.890625 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -57507.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -57507.890625 Penalty: 2922.255371
	Iteration 9F: 3 clusters Score -57507.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Entering Unmasked Estep 
Score: -3114584.250000 Penalty: 2377.455322
	Iteration 0F: 2 clusters Score -3114584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -3104446.500000 Penalty: 4754.910645
	Iteration 0F: 3 clusters Score -3104446 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3107546.000000 Penalty: 4754.910645
	Iteration 1F: 3 clusters Score -3107546 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3107865.750000 Penalty: 4754.910645
	Iteration 2F: 3 clusters Score -3107866 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3108116.500000 Penalty: 4754.910645
	Iteration 3Q: 3 clusters Score -3108116 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3108307.500000 Penalty: 4754.910645
	Iteration 4Q: 3 clusters Score -3108308 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3108468.250000 Penalty: 4754.910645
	Iteration 5Q: 3 clusters Score -3108468 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -3108632.000000 Penalty: 4754.910645
	Iteration 6Q: 3 clusters Score -3108632 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3108797.750000 Penalty: 4754.910645
	Iteration 7Q: 3 clusters Score -3108798 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3109031.000000 Penalty: 4754.910645
	Iteration 8Q: 3 clusters Score -3109031 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -3109321.500000 Penalty: 4754.910645
	Iteration 9Q: 3 clusters Score -3109322 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3109692.250000 Penalty: 4754.910645
	Iteration 10Q: 3 clusters Score -3109692 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -3110082.750000 Penalty: 4754.910645
	Iteration 11Q: 3 clusters Score -3110083 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3110583.500000 Penalty: 4754.910645
	Iteration 12Q: 3 clusters Score -3110584 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3111120.500000 Penalty: 4754.910645
	Iteration 13F: 3 clusters Score -3111120 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3111645.000000 Penalty: 4754.910645
	Iteration 14Q: 3 clusters Score -3111645 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3112112.000000 Penalty: 4754.910645
	Iteration 15Q: 3 clusters Score -3112112 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3112497.750000 Penalty: 4754.910645
	Iteration 16Q: 3 clusters Score -3112498 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3112757.500000 Penalty: 4754.910645
	Iteration 17Q: 3 clusters Score -3112758 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3112885.500000 Penalty: 4754.910645
	Iteration 18Q: 3 clusters Score -3112886 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3112941.000000 Penalty: 4754.910645
	Iteration 19Q: 3 clusters Score -3112941 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3112959.250000 Penalty: 4754.910645
	Iteration 20F: 3 clusters Score -3112959 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3112973.250000 Penalty: 4754.910645
	Iteration 21Q: 3 clusters Score -3112973 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3112995.750000 Penalty: 4754.910645
	Iteration 22Q: 3 clusters Score -3112996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3112996.500000 Penalty: 4754.910645
	Iteration 23Q: 3 clusters Score -3112996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3112999.250000 Penalty: 4754.910645
	Iteration 24Q: 3 clusters Score -3112999 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3113013.500000 Penalty: 4754.910645
	Iteration 25Q: 3 clusters Score -3113014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3113023.500000 Penalty: 4754.910645
	Iteration 26Q: 3 clusters Score -3113024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3113032.250000 Penalty: 4754.910645
	Iteration 27Q: 3 clusters Score -3113032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3113036.750000 Penalty: 4754.910645
	Iteration 28Q: 3 clusters Score -3113037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3113036.500000 Penalty: 4754.910645
	Iteration 29Q: 3 clusters Score -3113036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3113034.500000 Penalty: 4754.910645
	Iteration 30Q: 3 clusters Score -3113034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3113031.000000 Penalty: 4754.910645
	Iteration 31Q: 3 clusters Score -3113031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3113033.000000 Penalty: 4754.910645
	Iteration 32Q: 3 clusters Score -3113033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3113040.250000 Penalty: 4754.910645
	Iteration 33Q: 3 clusters Score -3113040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3113035.000000 Penalty: 4754.910645
	Iteration 34Q: 3 clusters Score -3113035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3113035.750000 Penalty: 4754.910645
	Iteration 35Q: 3 clusters Score -3113036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3113039.750000 Penalty: 4754.910645
	Iteration 36Q: 3 clusters Score -3113040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3113043.250000 Penalty: 4754.910645
	Iteration 37Q: 3 clusters Score -3113043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3113042.250000 Penalty: 4754.910645
	Iteration 38Q: 3 clusters Score -3113042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3113049.000000 Penalty: 4754.910645
	Iteration 39Q: 3 clusters Score -3113049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3113048.000000 Penalty: 4754.910645
	Iteration 40F: 3 clusters Score -3113048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3113051.000000 Penalty: 4754.910645
	Iteration 41Q: 3 clusters Score -3113051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3113049.500000 Penalty: 4754.910645
	Iteration 42Q: 3 clusters Score -3113050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3113047.000000 Penalty: 4754.910645
	Iteration 43Q: 3 clusters Score -3113047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3113044.750000 Penalty: 4754.910645
	Iteration 44Q: 3 clusters Score -3113045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3113043.750000 Penalty: 4754.910645
	Iteration 45Q: 3 clusters Score -3113044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3113048.250000 Penalty: 4754.910645
	Iteration 46Q: 3 clusters Score -3113048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3113045.000000 Penalty: 4754.910645
	Iteration 47Q: 3 clusters Score -3113045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3113046.250000 Penalty: 4754.910645
	Iteration 48Q: 3 clusters Score -3113046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3113046.250000 Penalty: 4754.910645
	Iteration 49Q: 3 clusters Score -3113046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3113047.000000 Penalty: 4754.910645
	Iteration 50Q: 3 clusters Score -3113047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3113047.000000 Penalty: 4754.910645
	Iteration 51F: 3 clusters Score -3113047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -419898.718750 Penalty: 1906.736938
	Iteration 0F: 2 clusters Score -419898.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -417162.750000 Penalty: 3813.473877
	Iteration 0F: 3 clusters Score -417162.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -417729.718750 Penalty: 3813.473877
	Iteration 1F: 3 clusters Score -417729.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -417908.406250 Penalty: 3813.473877
	Iteration 2F: 3 clusters Score -417908.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -418033.812500 Penalty: 3813.473877
	Iteration 3F: 3 clusters Score -418033.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -418138.687500 Penalty: 3813.473877
	Iteration 4Q: 3 clusters Score -418138.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -418224.656250 Penalty: 3813.473877
	Iteration 5Q: 3 clusters Score -418224.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -418308.718750 Penalty: 3813.473877
	Iteration 6Q: 3 clusters Score -418308.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -418406.406250 Penalty: 3813.473877
	Iteration 7Q: 3 clusters Score -418406.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -418504.875000 Penalty: 3813.473877
	Iteration 8Q: 3 clusters Score -418504.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -418588.843750 Penalty: 3813.473877
	Iteration 9Q: 3 clusters Score -418588.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -418682.187500 Penalty: 3813.473877
	Iteration 10Q: 3 clusters Score -418682.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -418748.812500 Penalty: 3813.473877
	Iteration 11Q: 3 clusters Score -418748.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -418795.781250 Penalty: 3813.473877
	Iteration 12Q: 3 clusters Score -418795.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -418836.281250 Penalty: 3813.473877
	Iteration 13Q: 3 clusters Score -418836.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -418867.625000 Penalty: 3813.473877
	Iteration 14Q: 3 clusters Score -418867.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -418888.687500 Penalty: 3813.473877
	Iteration 15Q: 3 clusters Score -418888.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -418901.250000 Penalty: 3813.473877
	Iteration 16Q: 3 clusters Score -418901.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -418911.093750 Penalty: 3813.473877
	Iteration 17Q: 3 clusters Score -418911.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -418918.531250 Penalty: 3813.473877
	Iteration 18Q: 3 clusters Score -418918.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -418924.343750 Penalty: 3813.473877
	Iteration 19Q: 3 clusters Score -418924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -418925.531250 Penalty: 3813.473877
	Iteration 20F: 3 clusters Score -418925.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -418926.250000 Penalty: 3813.473877
	Iteration 21Q: 3 clusters Score -418926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -418926.312500 Penalty: 3813.473877
	Iteration 22Q: 3 clusters Score -418926.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -418927.750000 Penalty: 3813.473877
	Iteration 23Q: 3 clusters Score -418927.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -418928.906250 Penalty: 3813.473877
	Iteration 24Q: 3 clusters Score -418928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -418929.062500 Penalty: 3813.473877
	Iteration 25Q: 3 clusters Score -418929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -418929.156250 Penalty: 3813.473877
	Iteration 26Q: 3 clusters Score -418929.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -418929.156250 Penalty: 3813.473877
	Iteration 27F: 3 clusters Score -418929.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Entering Unmasked Estep 
Score: -962592.937500 Penalty: 2113.352783
	Iteration 0F: 2 clusters Score -962592.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -958050.500000 Penalty: 4226.705566
	Iteration 0F: 3 clusters Score -958050.5 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -959108.125000 Penalty: 4226.705566
	Iteration 1F: 3 clusters Score -959108.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -959349.312500 Penalty: 4226.705566
	Iteration 2F: 3 clusters Score -959349.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -959531.187500 Penalty: 4226.705566
	Iteration 3F: 3 clusters Score -959531.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -959727.250000 Penalty: 4226.705566
	Iteration 4Q: 3 clusters Score -959727.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -959932.187500 Penalty: 4226.705566
	Iteration 5Q: 3 clusters Score -959932.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -960137.062500 Penalty: 4226.705566
	Iteration 6Q: 3 clusters Score -960137.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -960304.750000 Penalty: 4226.705566
	Iteration 7Q: 3 clusters Score -960304.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -960459.812500 Penalty: 4226.705566
	Iteration 8Q: 3 clusters Score -960459.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -960572.437500 Penalty: 4226.705566
	Iteration 9Q: 3 clusters Score -960572.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -960661.687500 Penalty: 4226.705566
	Iteration 10Q: 3 clusters Score -960661.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -960744.187500 Penalty: 4226.705566
	Iteration 11Q: 3 clusters Score -960744.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -960814.500000 Penalty: 4226.705566
	Iteration 12Q: 3 clusters Score -960814.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -960885.937500 Penalty: 4226.705566
	Iteration 13Q: 3 clusters Score -960885.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -960953.125000 Penalty: 4226.705566
	Iteration 14Q: 3 clusters Score -960953.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -960996.687500 Penalty: 4226.705566
	Iteration 15Q: 3 clusters Score -960996.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -961029.375000 Penalty: 4226.705566
	Iteration 16Q: 3 clusters Score -961029.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -961060.687500 Penalty: 4226.705566
	Iteration 17Q: 3 clusters Score -961060.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -961099.187500 Penalty: 4226.705566
	Iteration 18Q: 3 clusters Score -961099.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -961131.937500 Penalty: 4226.705566
	Iteration 19Q: 3 clusters Score -961131.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -961156.750000 Penalty: 4226.705566
	Iteration 20F: 3 clusters Score -961156.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -961180.687500 Penalty: 4226.705566
	Iteration 21Q: 3 clusters Score -961180.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -961194.250000 Penalty: 4226.705566
	Iteration 22Q: 3 clusters Score -961194.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -961206.187500 Penalty: 4226.705566
	Iteration 23Q: 3 clusters Score -961206.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -961218.375000 Penalty: 4226.705566
	Iteration 24Q: 3 clusters Score -961218.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -961233.875000 Penalty: 4226.705566
	Iteration 25Q: 3 clusters Score -961233.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -961253.687500 Penalty: 4226.705566
	Iteration 26Q: 3 clusters Score -961253.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -961263.000000 Penalty: 4226.705566
	Iteration 27Q: 3 clusters Score -961263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -961272.125000 Penalty: 4226.705566
	Iteration 28Q: 3 clusters Score -961272.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -961274.750000 Penalty: 4226.705566
	Iteration 29Q: 3 clusters Score -961274.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -961279.500000 Penalty: 4226.705566
	Iteration 30Q: 3 clusters Score -961279.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -961283.125000 Penalty: 4226.705566
	Iteration 31Q: 3 clusters Score -961283.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -961283.125000 Penalty: 4226.705566
	Iteration 32F: 3 clusters Score -961283.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -52399.792969 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -52399.79 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 200 members 
Entering Unmasked Estep 
Score: -51139.613281 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -51139.61 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51493.703125 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -51493.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51610.359375 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -51610.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51683.640625 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -51683.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51714.738281 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -51714.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51773.386719 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -51773.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51822.621094 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -51822.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51836.742188 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -51836.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51839.851562 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -51839.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51842.113281 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -51842.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51848.507812 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -51848.51 nChanged 2
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: -51851.781250 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -51851.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51864.093750 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -51864.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51871.152344 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -51871.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51876.058594 Penalty: 2984.013916
	Iteration 14Q: 3 clusters Score -51876.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51883.910156 Penalty: 2984.013916
	Iteration 15Q: 3 clusters Score -51883.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51893.996094 Penalty: 2984.013916
	Iteration 16Q: 3 clusters Score -51894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51907.535156 Penalty: 2984.013916
	Iteration 17Q: 3 clusters Score -51907.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51918.750000 Penalty: 2984.013916
	Iteration 18Q: 3 clusters Score -51918.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51935.738281 Penalty: 2984.013916
	Iteration 19Q: 3 clusters Score -51935.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51968.238281 Penalty: 2984.013916
	Iteration 20F: 3 clusters Score -51968.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52029.335938 Penalty: 2984.013916
	Iteration 21Q: 3 clusters Score -52029.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52050.242188 Penalty: 2984.013916
	Iteration 22Q: 3 clusters Score -52050.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52071.605469 Penalty: 2984.013916
	Iteration 23Q: 3 clusters Score -52071.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52080.636719 Penalty: 2984.013916
	Iteration 24Q: 3 clusters Score -52080.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52082.226562 Penalty: 2984.013916
	Iteration 25Q: 3 clusters Score -52082.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52084.402344 Penalty: 2984.013916
	Iteration 26Q: 3 clusters Score -52084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52088.171875 Penalty: 2984.013916
	Iteration 27Q: 3 clusters Score -52088.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52088.171875 Penalty: 2984.013916
	Iteration 28F: 3 clusters Score -52088.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Entering Unmasked Estep 
Score: -1235644.250000 Penalty: 2177.444580
	Iteration 0F: 2 clusters Score -1235644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1230189.750000 Penalty: 4354.889160
	Iteration 0F: 3 clusters Score -1230190 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1231714.625000 Penalty: 4354.889160
	Iteration 1F: 3 clusters Score -1231715 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1232112.250000 Penalty: 4354.889160
	Iteration 2F: 3 clusters Score -1232112 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1232510.125000 Penalty: 4354.889160
	Iteration 3F: 3 clusters Score -1232510 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1233002.625000 Penalty: 4354.889160
	Iteration 4F: 3 clusters Score -1233003 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1233525.875000 Penalty: 4354.889160
	Iteration 5F: 3 clusters Score -1233526 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1233887.875000 Penalty: 4354.889160
	Iteration 6F: 3 clusters Score -1233888 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1234106.750000 Penalty: 4354.889160
	Iteration 7Q: 3 clusters Score -1234107 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1234250.875000 Penalty: 4354.889160
	Iteration 8Q: 3 clusters Score -1234251 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1234339.375000 Penalty: 4354.889160
	Iteration 9Q: 3 clusters Score -1234339 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1234389.500000 Penalty: 4354.889160
	Iteration 10Q: 3 clusters Score -1234390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1234427.375000 Penalty: 4354.889160
	Iteration 11Q: 3 clusters Score -1234427 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1234454.000000 Penalty: 4354.889160
	Iteration 12Q: 3 clusters Score -1234454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1234474.125000 Penalty: 4354.889160
	Iteration 13Q: 3 clusters Score -1234474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1234498.250000 Penalty: 4354.889160
	Iteration 14Q: 3 clusters Score -1234498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1234522.000000 Penalty: 4354.889160
	Iteration 15Q: 3 clusters Score -1234522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1234546.500000 Penalty: 4354.889160
	Iteration 16Q: 3 clusters Score -1234546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1234569.750000 Penalty: 4354.889160
	Iteration 17Q: 3 clusters Score -1234570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1234595.500000 Penalty: 4354.889160
	Iteration 18Q: 3 clusters Score -1234596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1234614.000000 Penalty: 4354.889160
	Iteration 19Q: 3 clusters Score -1234614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1234632.750000 Penalty: 4354.889160
	Iteration 20F: 3 clusters Score -1234633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1234647.250000 Penalty: 4354.889160
	Iteration 21Q: 3 clusters Score -1234647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1234662.125000 Penalty: 4354.889160
	Iteration 22Q: 3 clusters Score -1234662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1234691.500000 Penalty: 4354.889160
	Iteration 23Q: 3 clusters Score -1234692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1234705.375000 Penalty: 4354.889160
	Iteration 24Q: 3 clusters Score -1234705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1234718.000000 Penalty: 4354.889160
	Iteration 25Q: 3 clusters Score -1234718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1234737.750000 Penalty: 4354.889160
	Iteration 26Q: 3 clusters Score -1234738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1234764.500000 Penalty: 4354.889160
	Iteration 27Q: 3 clusters Score -1234764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1234791.250000 Penalty: 4354.889160
	Iteration 28Q: 3 clusters Score -1234791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1234824.500000 Penalty: 4354.889160
	Iteration 29Q: 3 clusters Score -1234824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1234851.375000 Penalty: 4354.889160
	Iteration 30Q: 3 clusters Score -1234851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1234879.000000 Penalty: 4354.889160
	Iteration 31Q: 3 clusters Score -1234879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1234893.750000 Penalty: 4354.889160
	Iteration 32Q: 3 clusters Score -1234894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1234908.625000 Penalty: 4354.889160
	Iteration 33Q: 3 clusters Score -1234909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1234918.375000 Penalty: 4354.889160
	Iteration 34Q: 3 clusters Score -1234918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1234924.000000 Penalty: 4354.889160
	Iteration 35Q: 3 clusters Score -1234924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1234935.000000 Penalty: 4354.889160
	Iteration 36Q: 3 clusters Score -1234935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1234949.250000 Penalty: 4354.889160
	Iteration 37Q: 3 clusters Score -1234949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1234967.375000 Penalty: 4354.889160
	Iteration 38Q: 3 clusters Score -1234967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1234979.125000 Penalty: 4354.889160
	Iteration 39Q: 3 clusters Score -1234979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1234989.750000 Penalty: 4354.889160
	Iteration 40F: 3 clusters Score -1234990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1234999.500000 Penalty: 4354.889160
	Iteration 41Q: 3 clusters Score -1235000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1235004.375000 Penalty: 4354.889160
	Iteration 42Q: 3 clusters Score -1235004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1235009.625000 Penalty: 4354.889160
	Iteration 43Q: 3 clusters Score -1235010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1235014.125000 Penalty: 4354.889160
	Iteration 44Q: 3 clusters Score -1235014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1235021.250000 Penalty: 4354.889160
	Iteration 45Q: 3 clusters Score -1235021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1235028.375000 Penalty: 4354.889160
	Iteration 46Q: 3 clusters Score -1235028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1235040.500000 Penalty: 4354.889160
	Iteration 47Q: 3 clusters Score -1235040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1235046.375000 Penalty: 4354.889160
	Iteration 48Q: 3 clusters Score -1235046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1235050.250000 Penalty: 4354.889160
	Iteration 49Q: 3 clusters Score -1235050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1235060.125000 Penalty: 4354.889160
	Iteration 50Q: 3 clusters Score -1235060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1235062.375000 Penalty: 4354.889160
	Iteration 51Q: 3 clusters Score -1235062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1235068.125000 Penalty: 4354.889160
	Iteration 52Q: 3 clusters Score -1235068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1235070.000000 Penalty: 4354.889160
	Iteration 53Q: 3 clusters Score -1235070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1235075.625000 Penalty: 4354.889160
	Iteration 54Q: 3 clusters Score -1235076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1235075.250000 Penalty: 4354.889160
	Iteration 55Q: 3 clusters Score -1235075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1235078.750000 Penalty: 4354.889160
	Iteration 56Q: 3 clusters Score -1235079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1235080.750000 Penalty: 4354.889160
	Iteration 57Q: 3 clusters Score -1235081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1235084.750000 Penalty: 4354.889160
	Iteration 58Q: 3 clusters Score -1235085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1235085.625000 Penalty: 4354.889160
	Iteration 59Q: 3 clusters Score -1235086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1235088.000000 Penalty: 4354.889160
	Iteration 60F: 3 clusters Score -1235088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1235093.000000 Penalty: 4354.889160
	Iteration 61Q: 3 clusters Score -1235093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1235094.000000 Penalty: 4354.889160
	Iteration 62Q: 3 clusters Score -1235094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1235096.875000 Penalty: 4354.889160
	Iteration 63Q: 3 clusters Score -1235097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1235100.125000 Penalty: 4354.889160
	Iteration 64Q: 3 clusters Score -1235100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1235105.750000 Penalty: 4354.889160
	Iteration 65Q: 3 clusters Score -1235106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1235106.500000 Penalty: 4354.889160
	Iteration 66Q: 3 clusters Score -1235106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1235107.000000 Penalty: 4354.889160
	Iteration 67Q: 3 clusters Score -1235107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1235109.125000 Penalty: 4354.889160
	Iteration 68Q: 3 clusters Score -1235109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1235108.875000 Penalty: 4354.889160
	Iteration 69Q: 3 clusters Score -1235109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1235109.750000 Penalty: 4354.889160
	Iteration 70Q: 3 clusters Score -1235110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1235108.125000 Penalty: 4354.889160
	Iteration 71Q: 3 clusters Score -1235108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1235108.625000 Penalty: 4354.889160
	Iteration 72Q: 3 clusters Score -1235109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1235109.750000 Penalty: 4354.889160
	Iteration 73Q: 3 clusters Score -1235110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1235109.750000 Penalty: 4354.889160
	Iteration 74F: 3 clusters Score -1235110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Entering Unmasked Estep 
Score: -2791193.500000 Penalty: 2362.906250
	Iteration 0F: 2 clusters Score -2791194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2781236.750000 Penalty: 4725.812500
	Iteration 0F: 3 clusters Score -2781237 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2784204.750000 Penalty: 4725.812500
	Iteration 1F: 3 clusters Score -2784205 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2784522.500000 Penalty: 4725.812500
	Iteration 2F: 3 clusters Score -2784522 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2784798.750000 Penalty: 4725.812500
	Iteration 3Q: 3 clusters Score -2784799 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2785028.750000 Penalty: 4725.812500
	Iteration 4Q: 3 clusters Score -2785029 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2785238.250000 Penalty: 4725.812500
	Iteration 5Q: 3 clusters Score -2785238 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2785484.500000 Penalty: 4725.812500
	Iteration 6Q: 3 clusters Score -2785484 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2785666.500000 Penalty: 4725.812500
	Iteration 7Q: 3 clusters Score -2785666 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2785831.500000 Penalty: 4725.812500
	Iteration 8Q: 3 clusters Score -2785832 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2785985.500000 Penalty: 4725.812500
	Iteration 9Q: 3 clusters Score -2785986 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2786096.500000 Penalty: 4725.812500
	Iteration 10Q: 3 clusters Score -2786096 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2786188.500000 Penalty: 4725.812500
	Iteration 11Q: 3 clusters Score -2786188 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2786282.750000 Penalty: 4725.812500
	Iteration 12Q: 3 clusters Score -2786283 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2786343.500000 Penalty: 4725.812500
	Iteration 13Q: 3 clusters Score -2786344 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2786408.250000 Penalty: 4725.812500
	Iteration 14Q: 3 clusters Score -2786408 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2786439.500000 Penalty: 4725.812500
	Iteration 15Q: 3 clusters Score -2786440 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2786467.750000 Penalty: 4725.812500
	Iteration 16Q: 3 clusters Score -2786468 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2786495.250000 Penalty: 4725.812500
	Iteration 17Q: 3 clusters Score -2786495 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2786518.000000 Penalty: 4725.812500
	Iteration 18Q: 3 clusters Score -2786518 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2786552.250000 Penalty: 4725.812500
	Iteration 19Q: 3 clusters Score -2786552 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2786590.000000 Penalty: 4725.812500
	Iteration 20F: 3 clusters Score -2786590 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2786618.250000 Penalty: 4725.812500
	Iteration 21Q: 3 clusters Score -2786618 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2786651.750000 Penalty: 4725.812500
	Iteration 22Q: 3 clusters Score -2786652 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2786664.500000 Penalty: 4725.812500
	Iteration 23Q: 3 clusters Score -2786664 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2786683.250000 Penalty: 4725.812500
	Iteration 24Q: 3 clusters Score -2786683 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2786711.250000 Penalty: 4725.812500
	Iteration 25Q: 3 clusters Score -2786711 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2786751.500000 Penalty: 4725.812500
	Iteration 26Q: 3 clusters Score -2786752 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2786780.500000 Penalty: 4725.812500
	Iteration 27Q: 3 clusters Score -2786780 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2786835.500000 Penalty: 4725.812500
	Iteration 28Q: 3 clusters Score -2786836 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2786888.750000 Penalty: 4725.812500
	Iteration 29Q: 3 clusters Score -2786889 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2786958.750000 Penalty: 4725.812500
	Iteration 30Q: 3 clusters Score -2786959 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2787017.750000 Penalty: 4725.812500
	Iteration 31Q: 3 clusters Score -2787018 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2787088.500000 Penalty: 4725.812500
	Iteration 32Q: 3 clusters Score -2787088 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2787189.000000 Penalty: 4725.812500
	Iteration 33Q: 3 clusters Score -2787189 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2787333.500000 Penalty: 4725.812500
	Iteration 34Q: 3 clusters Score -2787334 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2787501.000000 Penalty: 4725.812500
	Iteration 35Q: 3 clusters Score -2787501 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2787720.500000 Penalty: 4725.812500
	Iteration 36Q: 3 clusters Score -2787720 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2787992.500000 Penalty: 4725.812500
	Iteration 37Q: 3 clusters Score -2787992 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2788311.250000 Penalty: 4725.812500
	Iteration 38Q: 3 clusters Score -2788311 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2788661.500000 Penalty: 4725.812500
	Iteration 39Q: 3 clusters Score -2788662 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2789008.250000 Penalty: 4725.812500
	Iteration 40F: 3 clusters Score -2789008 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2789300.500000 Penalty: 4725.812500
	Iteration 41Q: 3 clusters Score -2789300 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2789530.250000 Penalty: 4725.812500
	Iteration 42Q: 3 clusters Score -2789530 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2789656.750000 Penalty: 4725.812500
	Iteration 43Q: 3 clusters Score -2789657 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2789718.750000 Penalty: 4725.812500
	Iteration 44Q: 3 clusters Score -2789719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2789758.500000 Penalty: 4725.812500
	Iteration 45Q: 3 clusters Score -2789758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2789782.500000 Penalty: 4725.812500
	Iteration 46Q: 3 clusters Score -2789782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2789802.250000 Penalty: 4725.812500
	Iteration 47Q: 3 clusters Score -2789802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2789820.000000 Penalty: 4725.812500
	Iteration 48Q: 3 clusters Score -2789820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2789823.250000 Penalty: 4725.812500
	Iteration 49Q: 3 clusters Score -2789823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2789826.000000 Penalty: 4725.812500
	Iteration 50Q: 3 clusters Score -2789826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2789832.500000 Penalty: 4725.812500
	Iteration 51Q: 3 clusters Score -2789832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2789840.000000 Penalty: 4725.812500
	Iteration 52Q: 3 clusters Score -2789840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2789850.500000 Penalty: 4725.812500
	Iteration 53Q: 3 clusters Score -2789850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2789852.750000 Penalty: 4725.812500
	Iteration 54Q: 3 clusters Score -2789853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2789856.250000 Penalty: 4725.812500
	Iteration 55Q: 3 clusters Score -2789856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2789857.750000 Penalty: 4725.812500
	Iteration 56Q: 3 clusters Score -2789858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2789860.500000 Penalty: 4725.812500
	Iteration 57Q: 3 clusters Score -2789860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2789861.000000 Penalty: 4725.812500
	Iteration 58Q: 3 clusters Score -2789861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2789858.500000 Penalty: 4725.812500
	Iteration 59Q: 3 clusters Score -2789858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2789859.000000 Penalty: 4725.812500
	Iteration 60F: 3 clusters Score -2789859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -975408.562500 Penalty: 2112.164795
	Iteration 0F: 2 clusters Score -975408.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -970897.125000 Penalty: 4224.329590
	Iteration 0F: 3 clusters Score -970897.1 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -972097.750000 Penalty: 4224.329590
	Iteration 1F: 3 clusters Score -972097.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -972414.812500 Penalty: 4224.329590
	Iteration 2F: 3 clusters Score -972414.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -972682.750000 Penalty: 4224.329590
	Iteration 3F: 3 clusters Score -972682.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -972977.437500 Penalty: 4224.329590
	Iteration 4F: 3 clusters Score -972977.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -973257.250000 Penalty: 4224.329590
	Iteration 5F: 3 clusters Score -973257.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -973555.375000 Penalty: 4224.329590
	Iteration 6F: 3 clusters Score -973555.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -973802.250000 Penalty: 4224.329590
	Iteration 7F: 3 clusters Score -973802.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -974043.437500 Penalty: 4224.329590
	Iteration 8Q: 3 clusters Score -974043.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -974222.375000 Penalty: 4224.329590
	Iteration 9Q: 3 clusters Score -974222.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -974358.062500 Penalty: 4224.329590
	Iteration 10Q: 3 clusters Score -974358.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -974496.812500 Penalty: 4224.329590
	Iteration 11Q: 3 clusters Score -974496.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -974606.062500 Penalty: 4224.329590
	Iteration 12Q: 3 clusters Score -974606.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -974677.250000 Penalty: 4224.329590
	Iteration 13Q: 3 clusters Score -974677.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -974724.875000 Penalty: 4224.329590
	Iteration 14Q: 3 clusters Score -974724.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -974757.875000 Penalty: 4224.329590
	Iteration 15Q: 3 clusters Score -974757.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -974792.250000 Penalty: 4224.329590
	Iteration 16Q: 3 clusters Score -974792.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -974816.375000 Penalty: 4224.329590
	Iteration 17Q: 3 clusters Score -974816.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -974840.750000 Penalty: 4224.329590
	Iteration 18Q: 3 clusters Score -974840.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -974853.562500 Penalty: 4224.329590
	Iteration 19Q: 3 clusters Score -974853.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -974859.750000 Penalty: 4224.329590
	Iteration 20F: 3 clusters Score -974859.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -974867.000000 Penalty: 4224.329590
	Iteration 21Q: 3 clusters Score -974867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -974866.875000 Penalty: 4224.329590
	Iteration 22Q: 3 clusters Score -974866.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -974869.687500 Penalty: 4224.329590
	Iteration 23Q: 3 clusters Score -974869.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -974872.687500 Penalty: 4224.329590
	Iteration 24Q: 3 clusters Score -974872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -974873.125000 Penalty: 4224.329590
	Iteration 25Q: 3 clusters Score -974873.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -974874.750000 Penalty: 4224.329590
	Iteration 26Q: 3 clusters Score -974874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -974876.625000 Penalty: 4224.329590
	Iteration 27Q: 3 clusters Score -974876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -974877.312500 Penalty: 4224.329590
	Iteration 28Q: 3 clusters Score -974877.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -974876.687500 Penalty: 4224.329590
	Iteration 29Q: 3 clusters Score -974876.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -974878.437500 Penalty: 4224.329590
	Iteration 30Q: 3 clusters Score -974878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -974879.250000 Penalty: 4224.329590
	Iteration 31Q: 3 clusters Score -974879.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -974883.562500 Penalty: 4224.329590
	Iteration 32Q: 3 clusters Score -974883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -974887.000000 Penalty: 4224.329590
	Iteration 33Q: 3 clusters Score -974887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -974887.500000 Penalty: 4224.329590
	Iteration 34Q: 3 clusters Score -974887.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -974886.625000 Penalty: 4224.329590
	Iteration 35Q: 3 clusters Score -974886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -974888.125000 Penalty: 4224.329590
	Iteration 36Q: 3 clusters Score -974888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -974888.875000 Penalty: 4224.329590
	Iteration 37Q: 3 clusters Score -974888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -974888.000000 Penalty: 4224.329590
	Iteration 38Q: 3 clusters Score -974888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -974889.312500 Penalty: 4224.329590
	Iteration 39Q: 3 clusters Score -974889.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -974889.312500 Penalty: 4224.329590
	Iteration 40F: 3 clusters Score -974889.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Entering Unmasked Estep 
Score: -532583.562500 Penalty: 1984.253052
	Iteration 0F: 2 clusters Score -532583.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -529356.187500 Penalty: 3968.506104
	Iteration 0F: 3 clusters Score -529356.2 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -530178.500000 Penalty: 3968.506104
	Iteration 1F: 3 clusters Score -530178.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -530485.250000 Penalty: 3968.506104
	Iteration 2F: 3 clusters Score -530485.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -530756.812500 Penalty: 3968.506104
	Iteration 3F: 3 clusters Score -530756.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -531017.312500 Penalty: 3968.506104
	Iteration 4F: 3 clusters Score -531017.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -531333.750000 Penalty: 3968.506104
	Iteration 5F: 3 clusters Score -531333.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -531639.312500 Penalty: 3968.506104
	Iteration 6F: 3 clusters Score -531639.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -531940.437500 Penalty: 3968.506104
	Iteration 7F: 3 clusters Score -531940.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -532191.687500 Penalty: 3968.506104
	Iteration 8F: 3 clusters Score -532191.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -532358.750000 Penalty: 3968.506104
	Iteration 9Q: 3 clusters Score -532358.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -532494.125000 Penalty: 3968.506104
	Iteration 10Q: 3 clusters Score -532494.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -532602.875000 Penalty: 3968.506104
	Iteration 11Q: 3 clusters Score -532602.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -532689.000000 Penalty: 3968.506104
	Iteration 12Q: 3 clusters Score -532689 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -532750.000000 Penalty: 3968.506104
	Iteration 13Q: 3 clusters Score -532750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -532798.375000 Penalty: 3968.506104
	Iteration 14Q: 3 clusters Score -532798.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -532848.125000 Penalty: 3968.506104
	Iteration 15Q: 3 clusters Score -532848.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -532891.062500 Penalty: 3968.506104
	Iteration 16Q: 3 clusters Score -532891.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -532945.750000 Penalty: 3968.506104
	Iteration 17Q: 3 clusters Score -532945.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -532971.375000 Penalty: 3968.506104
	Iteration 18Q: 3 clusters Score -532971.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -532983.125000 Penalty: 3968.506104
	Iteration 19Q: 3 clusters Score -532983.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -532989.437500 Penalty: 3968.506104
	Iteration 20F: 3 clusters Score -532989.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -532991.312500 Penalty: 3968.506104
	Iteration 21Q: 3 clusters Score -532991.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -532993.750000 Penalty: 3968.506104
	Iteration 22Q: 3 clusters Score -532993.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -532995.562500 Penalty: 3968.506104
	Iteration 23Q: 3 clusters Score -532995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -532998.687500 Penalty: 3968.506104
	Iteration 24Q: 3 clusters Score -532998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -533001.312500 Penalty: 3968.506104
	Iteration 25Q: 3 clusters Score -533001.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -533003.812500 Penalty: 3968.506104
	Iteration 26Q: 3 clusters Score -533003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -533006.000000 Penalty: 3968.506104
	Iteration 27Q: 3 clusters Score -533006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -533006.687500 Penalty: 3968.506104
	Iteration 28Q: 3 clusters Score -533006.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -533006.687500 Penalty: 3968.506104
	Iteration 29F: 3 clusters Score -533006.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 26198 members 
Mstep: Class 6 contains 29669 members 
Mstep: Class 7 contains 4819 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14567 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 13737 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 30441 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26885 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22379 members 
Mstep: Class 30 contains 46528 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19207 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17129 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 26860 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17135 members 
Mstep: Class 41 contains 1451 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2297 members 
Mstep: Class 44 contains 27752 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8698 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 27005 members 
Mstep: Class 52 contains 735 members 
Mstep: Class 53 contains 1844 members 
Entering Unmasked Estep 
Score: -84201824.000000 Penalty: 170644.796875
Splitting cluster 16 changes total score from -84202384.000000 to -84201824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (30441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Entering Unmasked Estep 
Score: -5962678.500000 Penalty: 2560.239258
	Iteration 0F: 2 clusters Score -5962678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -5944727.500000 Penalty: 5120.478516
	Iteration 0F: 3 clusters Score -5944728 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -5952119.500000 Penalty: 5120.478516
	Iteration 1F: 3 clusters Score -5952120 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -5952592.500000 Penalty: 5120.478516
	Iteration 2Q: 3 clusters Score -5952592 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -5952992.000000 Penalty: 5120.478516
	Iteration 3Q: 3 clusters Score -5952992 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -5953314.000000 Penalty: 5120.478516
	Iteration 4Q: 3 clusters Score -5953314 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -5953598.500000 Penalty: 5120.478516
	Iteration 5Q: 3 clusters Score -5953598 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -5953988.000000 Penalty: 5120.478516
	Iteration 6Q: 3 clusters Score -5953988 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -5954412.500000 Penalty: 5120.478516
	Iteration 7Q: 3 clusters Score -5954412 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -5954918.000000 Penalty: 5120.478516
	Iteration 8Q: 3 clusters Score -5954918 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -5955623.500000 Penalty: 5120.478516
	Iteration 9Q: 3 clusters Score -5955624 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -5956662.000000 Penalty: 5120.478516
	Iteration 10F: 3 clusters Score -5956662 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -5958063.000000 Penalty: 5120.478516
	Iteration 11F: 3 clusters Score -5958063 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -5959432.000000 Penalty: 5120.478516
	Iteration 12F: 3 clusters Score -5959432 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -5960316.500000 Penalty: 5120.478516
	Iteration 13Q: 3 clusters Score -5960316 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -5960866.000000 Penalty: 5120.478516
	Iteration 14Q: 3 clusters Score -5960866 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -5961262.500000 Penalty: 5120.478516
	Iteration 15Q: 3 clusters Score -5961262 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -5961539.000000 Penalty: 5120.478516
	Iteration 16Q: 3 clusters Score -5961539 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -5961723.500000 Penalty: 5120.478516
	Iteration 17Q: 3 clusters Score -5961724 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -5961848.000000 Penalty: 5120.478516
	Iteration 18Q: 3 clusters Score -5961848 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -5961948.500000 Penalty: 5120.478516
	Iteration 19Q: 3 clusters Score -5961948 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -5961997.000000 Penalty: 5120.478516
	Iteration 20F: 3 clusters Score -5961997 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -5962051.500000 Penalty: 5120.478516
	Iteration 21Q: 3 clusters Score -5962052 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -5962082.500000 Penalty: 5120.478516
	Iteration 22Q: 3 clusters Score -5962082 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -5962107.000000 Penalty: 5120.478516
	Iteration 23Q: 3 clusters Score -5962107 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -5962093.500000 Penalty: 5120.478516
	Iteration 24Q: 3 clusters Score -5962094 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -5962116.000000 Penalty: 5120.478516
	Iteration 25Q: 3 clusters Score -5962116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -5962144.000000 Penalty: 5120.478516
	Iteration 26Q: 3 clusters Score -5962144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -5962162.000000 Penalty: 5120.478516
	Iteration 27Q: 3 clusters Score -5962162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -5962152.500000 Penalty: 5120.478516
	Iteration 28Q: 3 clusters Score -5962152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -5962155.000000 Penalty: 5120.478516
	Iteration 29Q: 3 clusters Score -5962155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -5962160.500000 Penalty: 5120.478516
	Iteration 30Q: 3 clusters Score -5962160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -5962165.500000 Penalty: 5120.478516
	Iteration 31Q: 3 clusters Score -5962166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -5962166.500000 Penalty: 5120.478516
	Iteration 32Q: 3 clusters Score -5962166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -5962155.500000 Penalty: 5120.478516
	Iteration 33Q: 3 clusters Score -5962156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -5962159.000000 Penalty: 5120.478516
	Iteration 34Q: 3 clusters Score -5962159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -5962158.000000 Penalty: 5120.478516
	Iteration 35Q: 3 clusters Score -5962158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -5962152.000000 Penalty: 5120.478516
	Iteration 36Q: 3 clusters Score -5962152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -5962154.500000 Penalty: 5120.478516
	Iteration 37Q: 3 clusters Score -5962154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -5962153.000000 Penalty: 5120.478516
	Iteration 38Q: 3 clusters Score -5962153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -5962154.500000 Penalty: 5120.478516
	Iteration 39Q: 3 clusters Score -5962154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -5962154.500000 Penalty: 5120.478516
	Iteration 40F: 3 clusters Score -5962154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -26256.578125 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -26256.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25240.492188 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -25240.49 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25527.351562 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -25527.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25655.978516 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -25655.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25721.712891 Penalty: 2812.260986
	Iteration 3F: 3 clusters Score -25721.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25737.480469 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -25737.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25744.695312 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -25744.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25763.636719 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -25763.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25823.794922 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -25823.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25857.710938 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -25857.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25915.896484 Penalty: 2812.260986
	Iteration 9Q: 3 clusters Score -25915.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25958.033203 Penalty: 2812.260986
	Iteration 10Q: 3 clusters Score -25958.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26021.445312 Penalty: 2812.260986
	Iteration 11Q: 3 clusters Score -26021.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26062.949219 Penalty: 2812.260986
	Iteration 12Q: 3 clusters Score -26062.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26091.685547 Penalty: 2812.260986
	Iteration 13Q: 3 clusters Score -26091.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26101.384766 Penalty: 2812.260986
	Iteration 14Q: 3 clusters Score -26101.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26104.232422 Penalty: 2812.260986
	Iteration 15Q: 3 clusters Score -26104.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26107.074219 Penalty: 2812.260986
	Iteration 16F: 3 clusters Score -26107.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26123.451172 Penalty: 2812.260986
	Iteration 17Q: 3 clusters Score -26123.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26133.759766 Penalty: 2812.260986
	Iteration 18Q: 3 clusters Score -26133.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26133.759766 Penalty: 2812.260986
	Iteration 19F: 3 clusters Score -26133.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -127051.679688 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -127051.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -125327.476562 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -125327.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -125564.882812 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -125564.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -125757.273438 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -125757.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -125927.179688 Penalty: 3261.928711
	Iteration 3F: 3 clusters Score -125927.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -126057.406250 Penalty: 3261.928711
	Iteration 4F: 3 clusters Score -126057.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -126168.523438 Penalty: 3261.928711
	Iteration 5Q: 3 clusters Score -126168.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -126262.281250 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -126262.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -126425.734375 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -126425.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -126576.015625 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -126576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -126657.445312 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -126657.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -126697.687500 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -126697.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -126716.804688 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -126716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -126720.132812 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -126720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -126721.367188 Penalty: 3261.928711
	Iteration 13Q: 3 clusters Score -126721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -126721.367188 Penalty: 3261.928711
	Iteration 14F: 3 clusters Score -126721.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -46476.218750 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -46476.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45331.417969 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -45331.42 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45471.863281 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -45471.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45511.515625 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -45511.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -45523.242188 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -45523.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -45527.914062 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -45527.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -45531.566406 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -45531.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -45537.625000 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -45537.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -45553.015625 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -45553.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45561.675781 Penalty: 2835.645752
	Iteration 8Q: 3 clusters Score -45561.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -45565.921875 Penalty: 2835.645752
	Iteration 9Q: 3 clusters Score -45565.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -45571.007812 Penalty: 2835.645752
	Iteration 10Q: 3 clusters Score -45571.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -45571.007812 Penalty: 2835.645752
	Iteration 11F: 3 clusters Score -45571.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -94597.164062 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -94597.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -93080.210938 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -93080.21 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -93325.304688 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -93325.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -93424.273438 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -93424.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -93465.710938 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -93465.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -93492.226562 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -93492.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -93516.960938 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -93516.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -93540.914062 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -93540.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -93566.289062 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -93566.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93600.703125 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -93600.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -93630.367188 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -93630.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93640.023438 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -93640.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93641.265625 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -93641.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93641.265625 Penalty: 3128.816650
	Iteration 12F: 3 clusters Score -93641.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Entering Unmasked Estep 
Score: -5266800.500000 Penalty: 2529.432373
	Iteration 0F: 2 clusters Score -5266800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -5249052.500000 Penalty: 5058.864746
	Iteration 0F: 3 clusters Score -5249052 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -5255666.500000 Penalty: 5058.864746
	Iteration 1F: 3 clusters Score -5255666 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -5256179.000000 Penalty: 5058.864746
	Iteration 2F: 3 clusters Score -5256179 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -5256698.000000 Penalty: 5058.864746
	Iteration 3Q: 3 clusters Score -5256698 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -5257293.000000 Penalty: 5058.864746
	Iteration 4Q: 3 clusters Score -5257293 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -5258008.500000 Penalty: 5058.864746
	Iteration 5Q: 3 clusters Score -5258008 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -5259005.500000 Penalty: 5058.864746
	Iteration 6F: 3 clusters Score -5259006 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -5260125.500000 Penalty: 5058.864746
	Iteration 7F: 3 clusters Score -5260126 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -5261266.500000 Penalty: 5058.864746
	Iteration 8F: 3 clusters Score -5261266 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -5262369.000000 Penalty: 5058.864746
	Iteration 9F: 3 clusters Score -5262369 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5263205.000000 Penalty: 5058.864746
	Iteration 10Q: 3 clusters Score -5263205 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5263728.500000 Penalty: 5058.864746
	Iteration 11Q: 3 clusters Score -5263728 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5264019.000000 Penalty: 5058.864746
	Iteration 12Q: 3 clusters Score -5264019 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5264222.000000 Penalty: 5058.864746
	Iteration 13Q: 3 clusters Score -5264222 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5264340.000000 Penalty: 5058.864746
	Iteration 14Q: 3 clusters Score -5264340 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5264393.500000 Penalty: 5058.864746
	Iteration 15Q: 3 clusters Score -5264394 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5264467.000000 Penalty: 5058.864746
	Iteration 16Q: 3 clusters Score -5264467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5264513.500000 Penalty: 5058.864746
	Iteration 17Q: 3 clusters Score -5264514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5264551.000000 Penalty: 5058.864746
	Iteration 18Q: 3 clusters Score -5264551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5264586.500000 Penalty: 5058.864746
	Iteration 19Q: 3 clusters Score -5264586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5264605.500000 Penalty: 5058.864746
	Iteration 20F: 3 clusters Score -5264606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5264631.500000 Penalty: 5058.864746
	Iteration 21Q: 3 clusters Score -5264632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5264650.500000 Penalty: 5058.864746
	Iteration 22Q: 3 clusters Score -5264650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5264654.000000 Penalty: 5058.864746
	Iteration 23Q: 3 clusters Score -5264654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5264659.000000 Penalty: 5058.864746
	Iteration 24Q: 3 clusters Score -5264659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5264670.000000 Penalty: 5058.864746
	Iteration 25Q: 3 clusters Score -5264670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5264675.000000 Penalty: 5058.864746
	Iteration 26Q: 3 clusters Score -5264675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5264678.000000 Penalty: 5058.864746
	Iteration 27Q: 3 clusters Score -5264678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5264681.500000 Penalty: 5058.864746
	Iteration 28Q: 3 clusters Score -5264682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5264679.500000 Penalty: 5058.864746
	Iteration 29Q: 3 clusters Score -5264680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5264676.000000 Penalty: 5058.864746
	Iteration 30Q: 3 clusters Score -5264676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5264674.500000 Penalty: 5058.864746
	Iteration 31Q: 3 clusters Score -5264674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5264674.500000 Penalty: 5058.864746
	Iteration 32F: 3 clusters Score -5264674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Entering Unmasked Estep 
Score: -407459.750000 Penalty: 1911.685913
	Iteration 0F: 2 clusters Score -407459.8 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 1100 members 
Entering Unmasked Estep 
Score: -404725.500000 Penalty: 3823.371826
	Iteration 0F: 3 clusters Score -404725.5 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -405443.125000 Penalty: 3823.371826
	Iteration 1F: 3 clusters Score -405443.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -405714.843750 Penalty: 3823.371826
	Iteration 2F: 3 clusters Score -405714.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -405943.000000 Penalty: 3823.371826
	Iteration 3F: 3 clusters Score -405943 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -406173.468750 Penalty: 3823.371826
	Iteration 4F: 3 clusters Score -406173.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -406408.031250 Penalty: 3823.371826
	Iteration 5F: 3 clusters Score -406408 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -406594.531250 Penalty: 3823.371826
	Iteration 6F: 3 clusters Score -406594.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -406723.968750 Penalty: 3823.371826
	Iteration 7Q: 3 clusters Score -406724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -406797.000000 Penalty: 3823.371826
	Iteration 8Q: 3 clusters Score -406797 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -406854.125000 Penalty: 3823.371826
	Iteration 9Q: 3 clusters Score -406854.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -406904.062500 Penalty: 3823.371826
	Iteration 10Q: 3 clusters Score -406904.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -406920.406250 Penalty: 3823.371826
	Iteration 11Q: 3 clusters Score -406920.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -406931.906250 Penalty: 3823.371826
	Iteration 12Q: 3 clusters Score -406931.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -406946.250000 Penalty: 3823.371826
	Iteration 13Q: 3 clusters Score -406946.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -406963.656250 Penalty: 3823.371826
	Iteration 14Q: 3 clusters Score -406963.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -406979.406250 Penalty: 3823.371826
	Iteration 15Q: 3 clusters Score -406979.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -406996.687500 Penalty: 3823.371826
	Iteration 16Q: 3 clusters Score -406996.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -407009.562500 Penalty: 3823.371826
	Iteration 17Q: 3 clusters Score -407009.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -407022.031250 Penalty: 3823.371826
	Iteration 18Q: 3 clusters Score -407022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -407030.281250 Penalty: 3823.371826
	Iteration 19Q: 3 clusters Score -407030.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -407036.312500 Penalty: 3823.371826
	Iteration 20F: 3 clusters Score -407036.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -407041.531250 Penalty: 3823.371826
	Iteration 21Q: 3 clusters Score -407041.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -407048.812500 Penalty: 3823.371826
	Iteration 22Q: 3 clusters Score -407048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -407053.656250 Penalty: 3823.371826
	Iteration 23Q: 3 clusters Score -407053.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -407063.031250 Penalty: 3823.371826
	Iteration 24Q: 3 clusters Score -407063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -407069.281250 Penalty: 3823.371826
	Iteration 25Q: 3 clusters Score -407069.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -407081.406250 Penalty: 3823.371826
	Iteration 26Q: 3 clusters Score -407081.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -407093.406250 Penalty: 3823.371826
	Iteration 27Q: 3 clusters Score -407093.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -407104.812500 Penalty: 3823.371826
	Iteration 28Q: 3 clusters Score -407104.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -407115.343750 Penalty: 3823.371826
	Iteration 29Q: 3 clusters Score -407115.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -407125.031250 Penalty: 3823.371826
	Iteration 30Q: 3 clusters Score -407125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -407135.031250 Penalty: 3823.371826
	Iteration 31Q: 3 clusters Score -407135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -407143.375000 Penalty: 3823.371826
	Iteration 32Q: 3 clusters Score -407143.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -407149.250000 Penalty: 3823.371826
	Iteration 33Q: 3 clusters Score -407149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -407155.156250 Penalty: 3823.371826
	Iteration 34Q: 3 clusters Score -407155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -407158.406250 Penalty: 3823.371826
	Iteration 35Q: 3 clusters Score -407158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -407160.781250 Penalty: 3823.371826
	Iteration 36Q: 3 clusters Score -407160.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -407166.312500 Penalty: 3823.371826
	Iteration 37Q: 3 clusters Score -407166.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -407168.531250 Penalty: 3823.371826
	Iteration 38Q: 3 clusters Score -407168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -407169.093750 Penalty: 3823.371826
	Iteration 39Q: 3 clusters Score -407169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -407169.343750 Penalty: 3823.371826
	Iteration 40F: 3 clusters Score -407169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -407170.312500 Penalty: 3823.371826
	Iteration 41Q: 3 clusters Score -407170.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -407172.375000 Penalty: 3823.371826
	Iteration 42Q: 3 clusters Score -407172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -407174.562500 Penalty: 3823.371826
	Iteration 43Q: 3 clusters Score -407174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -407174.750000 Penalty: 3823.371826
	Iteration 44Q: 3 clusters Score -407174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -407174.750000 Penalty: 3823.371826
	Iteration 45F: 3 clusters Score -407174.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -159088.609375 Penalty: 1705.057617
	Iteration 0F: 2 clusters Score -159088.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -157230.421875 Penalty: 3410.115234
	Iteration 0F: 3 clusters Score -157230.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -157545.062500 Penalty: 3410.115234
	Iteration 1F: 3 clusters Score -157545.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -157663.000000 Penalty: 3410.115234
	Iteration 2F: 3 clusters Score -157663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -157768.734375 Penalty: 3410.115234
	Iteration 3Q: 3 clusters Score -157768.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -157891.031250 Penalty: 3410.115234
	Iteration 4Q: 3 clusters Score -157891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -157995.687500 Penalty: 3410.115234
	Iteration 5Q: 3 clusters Score -157995.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -158120.546875 Penalty: 3410.115234
	Iteration 6Q: 3 clusters Score -158120.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -158234.859375 Penalty: 3410.115234
	Iteration 7Q: 3 clusters Score -158234.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -158312.671875 Penalty: 3410.115234
	Iteration 8Q: 3 clusters Score -158312.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -158351.593750 Penalty: 3410.115234
	Iteration 9Q: 3 clusters Score -158351.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -158391.046875 Penalty: 3410.115234
	Iteration 10Q: 3 clusters Score -158391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -158416.937500 Penalty: 3410.115234
	Iteration 11Q: 3 clusters Score -158416.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158444.812500 Penalty: 3410.115234
	Iteration 12Q: 3 clusters Score -158444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158465.625000 Penalty: 3410.115234
	Iteration 13Q: 3 clusters Score -158465.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -158487.406250 Penalty: 3410.115234
	Iteration 14Q: 3 clusters Score -158487.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -158502.515625 Penalty: 3410.115234
	Iteration 15Q: 3 clusters Score -158502.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -158521.171875 Penalty: 3410.115234
	Iteration 16Q: 3 clusters Score -158521.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -158524.265625 Penalty: 3410.115234
	Iteration 17Q: 3 clusters Score -158524.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -158526.234375 Penalty: 3410.115234
	Iteration 18Q: 3 clusters Score -158526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158527.531250 Penalty: 3410.115234
	Iteration 19Q: 3 clusters Score -158527.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158527.531250 Penalty: 3410.115234
	Iteration 20F: 3 clusters Score -158527.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -441349.781250 Penalty: 1917.083374
	Iteration 0F: 2 clusters Score -441349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -438585.125000 Penalty: 3834.166748
	Iteration 0F: 3 clusters Score -438585.1 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -439354.562500 Penalty: 3834.166748
	Iteration 1F: 3 clusters Score -439354.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -439747.062500 Penalty: 3834.166748
	Iteration 2F: 3 clusters Score -439747.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -440024.281250 Penalty: 3834.166748
	Iteration 3F: 3 clusters Score -440024.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -440260.781250 Penalty: 3834.166748
	Iteration 4F: 3 clusters Score -440260.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -440426.312500 Penalty: 3834.166748
	Iteration 5Q: 3 clusters Score -440426.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -440562.093750 Penalty: 3834.166748
	Iteration 6Q: 3 clusters Score -440562.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -440663.093750 Penalty: 3834.166748
	Iteration 7Q: 3 clusters Score -440663.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -440755.656250 Penalty: 3834.166748
	Iteration 8Q: 3 clusters Score -440755.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -440874.312500 Penalty: 3834.166748
	Iteration 9Q: 3 clusters Score -440874.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -440974.218750 Penalty: 3834.166748
	Iteration 10Q: 3 clusters Score -440974.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -441025.531250 Penalty: 3834.166748
	Iteration 11Q: 3 clusters Score -441025.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -441061.312500 Penalty: 3834.166748
	Iteration 12Q: 3 clusters Score -441061.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -441091.562500 Penalty: 3834.166748
	Iteration 13Q: 3 clusters Score -441091.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -441110.750000 Penalty: 3834.166748
	Iteration 14Q: 3 clusters Score -441110.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -441121.718750 Penalty: 3834.166748
	Iteration 15Q: 3 clusters Score -441121.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -441128.031250 Penalty: 3834.166748
	Iteration 16Q: 3 clusters Score -441128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -441131.562500 Penalty: 3834.166748
	Iteration 17Q: 3 clusters Score -441131.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -441134.781250 Penalty: 3834.166748
	Iteration 18Q: 3 clusters Score -441134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -441136.093750 Penalty: 3834.166748
	Iteration 19Q: 3 clusters Score -441136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -441136.968750 Penalty: 3834.166748
	Iteration 20F: 3 clusters Score -441137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -441138.718750 Penalty: 3834.166748
	Iteration 21Q: 3 clusters Score -441138.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -441139.718750 Penalty: 3834.166748
	Iteration 22Q: 3 clusters Score -441139.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -441139.718750 Penalty: 3834.166748
	Iteration 23F: 3 clusters Score -441139.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -1197240.125000 Penalty: 2156.028809
	Iteration 0F: 2 clusters Score -1197240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1192114.625000 Penalty: 4312.057617
	Iteration 0F: 3 clusters Score -1192115 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1193669.375000 Penalty: 4312.057617
	Iteration 1F: 3 clusters Score -1193669 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1194176.500000 Penalty: 4312.057617
	Iteration 2F: 3 clusters Score -1194176 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1194783.125000 Penalty: 4312.057617
	Iteration 3F: 3 clusters Score -1194783 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1195321.000000 Penalty: 4312.057617
	Iteration 4F: 3 clusters Score -1195321 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1195739.875000 Penalty: 4312.057617
	Iteration 5F: 3 clusters Score -1195740 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1195983.625000 Penalty: 4312.057617
	Iteration 6F: 3 clusters Score -1195984 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1196116.375000 Penalty: 4312.057617
	Iteration 7Q: 3 clusters Score -1196116 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1196190.625000 Penalty: 4312.057617
	Iteration 8Q: 3 clusters Score -1196191 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1196225.625000 Penalty: 4312.057617
	Iteration 9Q: 3 clusters Score -1196226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1196242.500000 Penalty: 4312.057617
	Iteration 10Q: 3 clusters Score -1196242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1196263.000000 Penalty: 4312.057617
	Iteration 11Q: 3 clusters Score -1196263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1196276.250000 Penalty: 4312.057617
	Iteration 12Q: 3 clusters Score -1196276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1196290.000000 Penalty: 4312.057617
	Iteration 13Q: 3 clusters Score -1196290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1196301.375000 Penalty: 4312.057617
	Iteration 14Q: 3 clusters Score -1196301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1196306.125000 Penalty: 4312.057617
	Iteration 15Q: 3 clusters Score -1196306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1196310.750000 Penalty: 4312.057617
	Iteration 16Q: 3 clusters Score -1196311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1196313.125000 Penalty: 4312.057617
	Iteration 17Q: 3 clusters Score -1196313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1196312.625000 Penalty: 4312.057617
	Iteration 18Q: 3 clusters Score -1196313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1196314.000000 Penalty: 4312.057617
	Iteration 19Q: 3 clusters Score -1196314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1196314.000000 Penalty: 4312.057617
	Iteration 20F: 3 clusters Score -1196314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -14025.152344 Penalty: 1320.106445
	Iteration 0F: 2 clusters Score -14025.15 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 106 members 
Entering Unmasked Estep 
Score: -13039.569336 Penalty: 2640.212891
	Iteration 0F: 3 clusters Score -13039.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13264.337891 Penalty: 2640.212891
	Iteration 1F: 3 clusters Score -13264.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13432.063477 Penalty: 2640.212891
	Iteration 2F: 3 clusters Score -13432.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13455.418945 Penalty: 2640.212891
	Iteration 3Q: 3 clusters Score -13455.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13455.418945 Penalty: 2640.212891
	Iteration 4F: 3 clusters Score -13455.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Entering Unmasked Estep 
Score: -818593.062500 Penalty: 2060.555664
	Iteration 0F: 2 clusters Score -818593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -814631.812500 Penalty: 4121.111328
	Iteration 0F: 3 clusters Score -814631.8 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -815528.875000 Penalty: 4121.111328
	Iteration 1F: 3 clusters Score -815528.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -815721.750000 Penalty: 4121.111328
	Iteration 2F: 3 clusters Score -815721.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -815835.875000 Penalty: 4121.111328
	Iteration 3Q: 3 clusters Score -815835.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -815923.750000 Penalty: 4121.111328
	Iteration 4Q: 3 clusters Score -815923.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -815998.875000 Penalty: 4121.111328
	Iteration 5Q: 3 clusters Score -815998.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -816060.687500 Penalty: 4121.111328
	Iteration 6Q: 3 clusters Score -816060.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -816138.125000 Penalty: 4121.111328
	Iteration 7Q: 3 clusters Score -816138.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -816222.250000 Penalty: 4121.111328
	Iteration 8Q: 3 clusters Score -816222.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -816298.500000 Penalty: 4121.111328
	Iteration 9Q: 3 clusters Score -816298.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -816356.562500 Penalty: 4121.111328
	Iteration 10Q: 3 clusters Score -816356.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -816410.125000 Penalty: 4121.111328
	Iteration 11Q: 3 clusters Score -816410.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -816444.687500 Penalty: 4121.111328
	Iteration 12Q: 3 clusters Score -816444.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -816479.000000 Penalty: 4121.111328
	Iteration 13Q: 3 clusters Score -816479 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -816508.125000 Penalty: 4121.111328
	Iteration 14Q: 3 clusters Score -816508.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -816535.250000 Penalty: 4121.111328
	Iteration 15Q: 3 clusters Score -816535.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -816563.875000 Penalty: 4121.111328
	Iteration 16Q: 3 clusters Score -816563.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -816600.250000 Penalty: 4121.111328
	Iteration 17Q: 3 clusters Score -816600.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -816630.062500 Penalty: 4121.111328
	Iteration 18Q: 3 clusters Score -816630.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -816657.062500 Penalty: 4121.111328
	Iteration 19Q: 3 clusters Score -816657.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -816684.250000 Penalty: 4121.111328
	Iteration 20F: 3 clusters Score -816684.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -816703.750000 Penalty: 4121.111328
	Iteration 21Q: 3 clusters Score -816703.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -816721.250000 Penalty: 4121.111328
	Iteration 22Q: 3 clusters Score -816721.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -816738.500000 Penalty: 4121.111328
	Iteration 23Q: 3 clusters Score -816738.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -816756.375000 Penalty: 4121.111328
	Iteration 24Q: 3 clusters Score -816756.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -816768.375000 Penalty: 4121.111328
	Iteration 25Q: 3 clusters Score -816768.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -816782.437500 Penalty: 4121.111328
	Iteration 26Q: 3 clusters Score -816782.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -816792.000000 Penalty: 4121.111328
	Iteration 27Q: 3 clusters Score -816792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -816800.125000 Penalty: 4121.111328
	Iteration 28Q: 3 clusters Score -816800.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -816808.125000 Penalty: 4121.111328
	Iteration 29Q: 3 clusters Score -816808.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -816813.375000 Penalty: 4121.111328
	Iteration 30Q: 3 clusters Score -816813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -816813.750000 Penalty: 4121.111328
	Iteration 31Q: 3 clusters Score -816813.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -816816.750000 Penalty: 4121.111328
	Iteration 32Q: 3 clusters Score -816816.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -816817.562500 Penalty: 4121.111328
	Iteration 33Q: 3 clusters Score -816817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -816821.000000 Penalty: 4121.111328
	Iteration 34Q: 3 clusters Score -816821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -816823.687500 Penalty: 4121.111328
	Iteration 35Q: 3 clusters Score -816823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -816824.500000 Penalty: 4121.111328
	Iteration 36Q: 3 clusters Score -816824.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -816826.625000 Penalty: 4121.111328
	Iteration 37Q: 3 clusters Score -816826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -816826.687500 Penalty: 4121.111328
	Iteration 38Q: 3 clusters Score -816826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -816827.625000 Penalty: 4121.111328
	Iteration 39Q: 3 clusters Score -816827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -816828.375000 Penalty: 4121.111328
	Iteration 40F: 3 clusters Score -816828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -816828.562500 Penalty: 4121.111328
	Iteration 41Q: 3 clusters Score -816828.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -816828.562500 Penalty: 4121.111328
	Iteration 42F: 3 clusters Score -816828.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Entering Unmasked Estep 
Score: -4645477.500000 Penalty: 2483.937988
	Iteration 0F: 2 clusters Score -4645478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -4630794.000000 Penalty: 4967.875977
	Iteration 0F: 3 clusters Score -4630794 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -4635970.000000 Penalty: 4967.875977
	Iteration 1F: 3 clusters Score -4635970 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -4636493.500000 Penalty: 4967.875977
	Iteration 2F: 3 clusters Score -4636494 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -4636896.500000 Penalty: 4967.875977
	Iteration 3Q: 3 clusters Score -4636896 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4637289.000000 Penalty: 4967.875977
	Iteration 4Q: 3 clusters Score -4637289 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -4637582.000000 Penalty: 4967.875977
	Iteration 5Q: 3 clusters Score -4637582 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -4637843.500000 Penalty: 4967.875977
	Iteration 6Q: 3 clusters Score -4637844 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -4638106.500000 Penalty: 4967.875977
	Iteration 7Q: 3 clusters Score -4638106 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -4638376.000000 Penalty: 4967.875977
	Iteration 8Q: 3 clusters Score -4638376 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -4638582.500000 Penalty: 4967.875977
	Iteration 9Q: 3 clusters Score -4638582 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -4638808.000000 Penalty: 4967.875977
	Iteration 10Q: 3 clusters Score -4638808 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -4639048.000000 Penalty: 4967.875977
	Iteration 11Q: 3 clusters Score -4639048 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -4639302.000000 Penalty: 4967.875977
	Iteration 12Q: 3 clusters Score -4639302 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -4639557.500000 Penalty: 4967.875977
	Iteration 13Q: 3 clusters Score -4639558 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -4639874.500000 Penalty: 4967.875977
	Iteration 14Q: 3 clusters Score -4639874 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -4640216.500000 Penalty: 4967.875977
	Iteration 15Q: 3 clusters Score -4640216 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -4640549.000000 Penalty: 4967.875977
	Iteration 16Q: 3 clusters Score -4640549 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -4640898.000000 Penalty: 4967.875977
	Iteration 17Q: 3 clusters Score -4640898 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -4641289.000000 Penalty: 4967.875977
	Iteration 18Q: 3 clusters Score -4641289 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -4641699.000000 Penalty: 4967.875977
	Iteration 19Q: 3 clusters Score -4641699 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4642166.500000 Penalty: 4967.875977
	Iteration 20F: 3 clusters Score -4642166 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -4642666.500000 Penalty: 4967.875977
	Iteration 21Q: 3 clusters Score -4642666 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -4643018.500000 Penalty: 4967.875977
	Iteration 22Q: 3 clusters Score -4643018 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -4643248.000000 Penalty: 4967.875977
	Iteration 23Q: 3 clusters Score -4643248 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -4643384.000000 Penalty: 4967.875977
	Iteration 24Q: 3 clusters Score -4643384 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4643453.000000 Penalty: 4967.875977
	Iteration 25Q: 3 clusters Score -4643453 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4643494.000000 Penalty: 4967.875977
	Iteration 26Q: 3 clusters Score -4643494 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -4643515.500000 Penalty: 4967.875977
	Iteration 27Q: 3 clusters Score -4643516 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -4643549.500000 Penalty: 4967.875977
	Iteration 28Q: 3 clusters Score -4643550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -4643560.500000 Penalty: 4967.875977
	Iteration 29Q: 3 clusters Score -4643560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -4643576.000000 Penalty: 4967.875977
	Iteration 30Q: 3 clusters Score -4643576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -4643579.000000 Penalty: 4967.875977
	Iteration 31Q: 3 clusters Score -4643579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -4643590.500000 Penalty: 4967.875977
	Iteration 32Q: 3 clusters Score -4643590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -4643598.000000 Penalty: 4967.875977
	Iteration 33Q: 3 clusters Score -4643598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -4643594.500000 Penalty: 4967.875977
	Iteration 34Q: 3 clusters Score -4643594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -4643592.500000 Penalty: 4967.875977
	Iteration 35Q: 3 clusters Score -4643592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -4643597.500000 Penalty: 4967.875977
	Iteration 36Q: 3 clusters Score -4643598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -4643596.000000 Penalty: 4967.875977
	Iteration 37Q: 3 clusters Score -4643596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -4643606.000000 Penalty: 4967.875977
	Iteration 38Q: 3 clusters Score -4643606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -4643601.500000 Penalty: 4967.875977
	Iteration 39Q: 3 clusters Score -4643602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4643611.500000 Penalty: 4967.875977
	Iteration 40F: 3 clusters Score -4643612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -4643615.000000 Penalty: 4967.875977
	Iteration 41Q: 3 clusters Score -4643615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4643605.500000 Penalty: 4967.875977
	Iteration 42Q: 3 clusters Score -4643606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -4643604.500000 Penalty: 4967.875977
	Iteration 43Q: 3 clusters Score -4643604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -4643600.500000 Penalty: 4967.875977
	Iteration 44Q: 3 clusters Score -4643600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -4643600.500000 Penalty: 4967.875977
	Iteration 45Q: 3 clusters Score -4643600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -4643615.500000 Penalty: 4967.875977
	Iteration 46Q: 3 clusters Score -4643616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4643615.500000 Penalty: 4967.875977
	Iteration 47Q: 3 clusters Score -4643616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -4643616.000000 Penalty: 4967.875977
	Iteration 48Q: 3 clusters Score -4643616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -4643616.000000 Penalty: 4967.875977
	Iteration 49Q: 3 clusters Score -4643616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -4643618.500000 Penalty: 4967.875977
	Iteration 50Q: 3 clusters Score -4643618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -4643613.500000 Penalty: 4967.875977
	Iteration 51Q: 3 clusters Score -4643614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4643618.000000 Penalty: 4967.875977
	Iteration 52Q: 3 clusters Score -4643618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -4643618.500000 Penalty: 4967.875977
	Iteration 53Q: 3 clusters Score -4643618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4643616.000000 Penalty: 4967.875977
	Iteration 54Q: 3 clusters Score -4643616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -4643613.000000 Penalty: 4967.875977
	Iteration 55Q: 3 clusters Score -4643613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -4643617.500000 Penalty: 4967.875977
	Iteration 56Q: 3 clusters Score -4643618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -4643618.000000 Penalty: 4967.875977
	Iteration 57Q: 3 clusters Score -4643618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -4643619.000000 Penalty: 4967.875977
	Iteration 58Q: 3 clusters Score -4643619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -4643616.500000 Penalty: 4967.875977
	Iteration 59Q: 3 clusters Score -4643616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -4643618.000000 Penalty: 4967.875977
	Iteration 60F: 3 clusters Score -4643618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4643620.500000 Penalty: 4967.875977
	Iteration 61Q: 3 clusters Score -4643620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -4643624.500000 Penalty: 4967.875977
	Iteration 62Q: 3 clusters Score -4643624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4643624.500000 Penalty: 4967.875977
	Iteration 63Q: 3 clusters Score -4643624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -4643620.500000 Penalty: 4967.875977
	Iteration 64Q: 3 clusters Score -4643620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -4643620.500000 Penalty: 4967.875977
	Iteration 65F: 3 clusters Score -4643620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Entering Unmasked Estep 
Score: -8816386.000000 Penalty: 2665.456787
	Iteration 0F: 2 clusters Score -8816386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -8785181.000000 Penalty: 5330.913574
	Iteration 0F: 3 clusters Score -8785181 nChanged 21543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -8797033.000000 Penalty: 5330.913574
	Iteration 1F: 3 clusters Score -8797033 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8797498 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -8797935.000000 Penalty: 5330.913574
	Iteration 3Q: 3 clusters Score -8797935 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -8798267.000000 Penalty: 5330.913574
	Iteration 4Q: 3 clusters Score -8798267 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -8798567.000000 Penalty: 5330.913574
	Iteration 5Q: 3 clusters Score -8798567 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -8798920.000000 Penalty: 5330.913574
	Iteration 6Q: 3 clusters Score -8798920 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -8799359.000000 Penalty: 5330.913574
	Iteration 7Q: 3 clusters Score -8799359 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -8799847.000000 Penalty: 5330.913574
	Iteration 8Q: 3 clusters Score -8799847 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -8800454.000000 Penalty: 5330.913574
	Iteration 9Q: 3 clusters Score -8800454 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -8801248.000000 Penalty: 5330.913574
	Iteration 10Q: 3 clusters Score -8801248 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -8802267.000000 Penalty: 5330.913574
	Iteration 11Q: 3 clusters Score -8802267 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -8803709.000000 Penalty: 5330.913574
	Iteration 12Q: 3 clusters Score -8803709 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -8805264.000000 Penalty: 5330.913574
	Iteration 13F: 3 clusters Score -8805264 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -8806486.000000 Penalty: 5330.913574
	Iteration 14Q: 3 clusters Score -8806486 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -8807303.000000 Penalty: 5330.913574
	Iteration 15Q: 3 clusters Score -8807303 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -8807882.000000 Penalty: 5330.913574
	Iteration 16Q: 3 clusters Score -8807882 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -8808266.000000 Penalty: 5330.913574
	Iteration 17Q: 3 clusters Score -8808266 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -8808624.000000 Penalty: 5330.913574
	Iteration 18Q: 3 clusters Score -8808624 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -8808984.000000 Penalty: 5330.913574
	Iteration 19Q: 3 clusters Score -8808984 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -8809339.000000 Penalty: 5330.913574
	Iteration 20F: 3 clusters Score -8809339 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -8809786.000000 Penalty: 5330.913574
	Iteration 21Q: 3 clusters Score -8809786 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -8810200.000000 Penalty: 5330.913574
	Iteration 22Q: 3 clusters Score -8810200 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -8810602.000000 Penalty: 5330.913574
	Iteration 23Q: 3 clusters Score -8810602 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -8810977.000000 Penalty: 5330.913574
	Iteration 24Q: 3 clusters Score -8810977 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -8811309.000000 Penalty: 5330.913574
	Iteration 25Q: 3 clusters Score -8811309 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -8811654.000000 Penalty: 5330.913574
	Iteration 26Q: 3 clusters Score -8811654 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -8811976.000000 Penalty: 5330.913574
	Iteration 27Q: 3 clusters Score -8811976 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -8812225.000000 Penalty: 5330.913574
	Iteration 28Q: 3 clusters Score -8812225 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -8812415.000000 Penalty: 5330.913574
	Iteration 29Q: 3 clusters Score -8812415 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -8812610.000000 Penalty: 5330.913574
	Iteration 30Q: 3 clusters Score -8812610 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -8812799.000000 Penalty: 5330.913574
	Iteration 31Q: 3 clusters Score -8812799 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -8812981.000000 Penalty: 5330.913574
	Iteration 32Q: 3 clusters Score -8812981 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8813102.000000 Penalty: 5330.913574
	Iteration 33Q: 3 clusters Score -8813102 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8813230.000000 Penalty: 5330.913574
	Iteration 34Q: 3 clusters Score -8813230 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -8813369.000000 Penalty: 5330.913574
	Iteration 35Q: 3 clusters Score -8813369 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8813468.000000 Penalty: 5330.913574
	Iteration 36Q: 3 clusters Score -8813468 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8813533.000000 Penalty: 5330.913574
	Iteration 37Q: 3 clusters Score -8813533 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8813579.000000 Penalty: 5330.913574
	Iteration 38Q: 3 clusters Score -8813579 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8813636.000000 Penalty: 5330.913574
	Iteration 39Q: 3 clusters Score -8813636 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8813666.000000 Penalty: 5330.913574
	Iteration 40F: 3 clusters Score -8813666 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8813712.000000 Penalty: 5330.913574
	Iteration 41Q: 3 clusters Score -8813712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8813745.000000 Penalty: 5330.913574
	Iteration 42Q: 3 clusters Score -8813745 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8813784.000000 Penalty: 5330.913574
	Iteration 43Q: 3 clusters Score -8813784 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8813814.000000 Penalty: 5330.913574
	Iteration 44Q: 3 clusters Score -8813814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8813857.000000 Penalty: 5330.913574
	Iteration 45Q: 3 clusters Score -8813857 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8813905.000000 Penalty: 5330.913574
	Iteration 46Q: 3 clusters Score -8813905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8813928.000000 Penalty: 5330.913574
	Iteration 47Q: 3 clusters Score -8813928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8813953.000000 Penalty: 5330.913574
	Iteration 48Q: 3 clusters Score -8813953 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8813964.000000 Penalty: 5330.913574
	Iteration 49Q: 3 clusters Score -8813964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8813973.000000 Penalty: 5330.913574
	Iteration 50Q: 3 clusters Score -8813973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8813985.000000 Penalty: 5330.913574
	Iteration 51Q: 3 clusters Score -8813985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8813991.000000 Penalty: 5330.913574
	Iteration 52Q: 3 clusters Score -8813991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8814008.000000 Penalty: 5330.913574
	Iteration 53Q: 3 clusters Score -8814008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8814020.000000 Penalty: 5330.913574
	Iteration 54Q: 3 clusters Score -8814020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8814031.000000 Penalty: 5330.913574
	Iteration 55Q: 3 clusters Score -8814031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8814042.000000 Penalty: 5330.913574
	Iteration 56Q: 3 clusters Score -8814042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8814049.000000 Penalty: 5330.913574
	Iteration 57Q: 3 clusters Score -8814049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8814056.000000 Penalty: 5330.913574
	Iteration 58Q: 3 clusters Score -8814056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8814059.000000 Penalty: 5330.913574
	Iteration 59Q: 3 clusters Score -8814059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8814051.000000 Penalty: 5330.913574
	Iteration 60F: 3 clusters Score -8814051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8814062.000000 Penalty: 5330.913574
	Iteration 61Q: 3 clusters Score -8814062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8814069.000000 Penalty: 5330.913574
	Iteration 62Q: 3 clusters Score -8814069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8814081.000000 Penalty: 5330.913574
	Iteration 63Q: 3 clusters Score -8814081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8814081.000000 Penalty: 5330.913574
	Iteration 64Q: 3 clusters Score -8814081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8814082.000000 Penalty: 5330.913574
	Iteration 65Q: 3 clusters Score -8814082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8814074.000000 Penalty: 5330.913574
	Iteration 66Q: 3 clusters Score -8814074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8814073.000000 Penalty: 5330.913574
	Iteration 67Q: 3 clusters Score -8814073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8814073.000000 Penalty: 5330.913574
	Iteration 68Q: 3 clusters Score -8814073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8814072.000000 Penalty: 5330.913574
	Iteration 69Q: 3 clusters Score -8814072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8814070.000000 Penalty: 5330.913574
	Iteration 70Q: 3 clusters Score -8814070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8814073.000000 Penalty: 5330.913574
	Iteration 71Q: 3 clusters Score -8814073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8814082.000000 Penalty: 5330.913574
	Iteration 72Q: 3 clusters Score -8814082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8814084.000000 Penalty: 5330.913574
	Iteration 73Q: 3 clusters Score -8814084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8814084.000000 Penalty: 5330.913574
	Iteration 74Q: 3 clusters Score -8814084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8814090.000000 Penalty: 5330.913574
	Iteration 75Q: 3 clusters Score -8814090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8814092.000000 Penalty: 5330.913574
	Iteration 76Q: 3 clusters Score -8814092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8814089.000000 Penalty: 5330.913574
	Iteration 77Q: 3 clusters Score -8814089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8814089.000000 Penalty: 5330.913574
	Iteration 78F: 3 clusters Score -8814089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Entering Unmasked Estep 
Score: -117676.382812 Penalty: 1634.053711
	Iteration 0F: 2 clusters Score -117676.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -116078.328125 Penalty: 3268.107422
	Iteration 0F: 3 clusters Score -116078.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -116514.070312 Penalty: 3268.107422
	Iteration 1F: 3 clusters Score -116514.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -116763.671875 Penalty: 3268.107422
	Iteration 2F: 3 clusters Score -116763.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -117132.375000 Penalty: 3268.107422
	Iteration 3F: 3 clusters Score -117132.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -117455.117188 Penalty: 3268.107422
	Iteration 4F: 3 clusters Score -117455.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -117735.820312 Penalty: 3268.107422
	Iteration 5Q: 3 clusters Score -117735.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -117854.093750 Penalty: 3268.107422
	Iteration 6Q: 3 clusters Score -117854.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -117983.593750 Penalty: 3268.107422
	Iteration 7Q: 3 clusters Score -117983.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -118065.687500 Penalty: 3268.107422
	Iteration 8Q: 3 clusters Score -118065.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -118104.546875 Penalty: 3268.107422
	Iteration 9Q: 3 clusters Score -118104.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -118107.234375 Penalty: 3268.107422
	Iteration 10Q: 3 clusters Score -118107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -118110.773438 Penalty: 3268.107422
	Iteration 11Q: 3 clusters Score -118110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -118112.343750 Penalty: 3268.107422
	Iteration 12Q: 3 clusters Score -118112.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118118.742188 Penalty: 3268.107422
	Iteration 13Q: 3 clusters Score -118118.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118131.812500 Penalty: 3268.107422
	Iteration 14Q: 3 clusters Score -118131.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -118134.320312 Penalty: 3268.107422
	Iteration 15Q: 3 clusters Score -118134.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -118140.835938 Penalty: 3268.107422
	Iteration 16F: 3 clusters Score -118140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -118216.507812 Penalty: 3268.107422
	Iteration 17Q: 3 clusters Score -118216.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -118266.226562 Penalty: 3268.107422
	Iteration 18Q: 3 clusters Score -118266.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -118347.539062 Penalty: 3268.107422
	Iteration 19Q: 3 clusters Score -118347.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -118387.953125 Penalty: 3268.107422
	Iteration 20F: 3 clusters Score -118388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -118400.335938 Penalty: 3268.107422
	Iteration 21Q: 3 clusters Score -118400.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118407.898438 Penalty: 3268.107422
	Iteration 22Q: 3 clusters Score -118407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -118409.500000 Penalty: 3268.107422
	Iteration 23Q: 3 clusters Score -118409.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118410.273438 Penalty: 3268.107422
	Iteration 24Q: 3 clusters Score -118410.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118410.273438 Penalty: 3268.107422
	Iteration 25F: 3 clusters Score -118410.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 26198 members 
Mstep: Class 6 contains 29669 members 
Mstep: Class 7 contains 4819 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14567 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 13737 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 30441 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26885 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22379 members 
Mstep: Class 30 contains 46528 members 
Mstep: Class 31 contains 347 members 
Mstep: Class 32 contains 19207 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17129 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 26860 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17135 members 
Mstep: Class 41 contains 1451 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2297 members 
Mstep: Class 44 contains 27752 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8698 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 27005 members 
Mstep: Class 52 contains 735 members 
Mstep: Class 53 contains 380 members 
Entering Unmasked Estep 
Score: -84201808.000000 Penalty: 170644.796875
Splitting cluster 31 changes total score from -84202384.000000 to -84201808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (19207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Entering Unmasked Estep 
Score: -3767133.750000 Penalty: 2446.031494
	Iteration 0F: 2 clusters Score -3767134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3753557.000000 Penalty: 4892.062988
	Iteration 0F: 3 clusters Score -3753557 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -3758075.500000 Penalty: 4892.062988
	Iteration 1F: 3 clusters Score -3758076 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -3758408.750000 Penalty: 4892.062988
	Iteration 2F: 3 clusters Score -3758409 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3758663.250000 Penalty: 4892.062988
	Iteration 3Q: 3 clusters Score -3758663 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3758884.000000 Penalty: 4892.062988
	Iteration 4Q: 3 clusters Score -3758884 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3759023.750000 Penalty: 4892.062988
	Iteration 5Q: 3 clusters Score -3759024 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3759153.250000 Penalty: 4892.062988
	Iteration 6Q: 3 clusters Score -3759153 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3759258.750000 Penalty: 4892.062988
	Iteration 7Q: 3 clusters Score -3759259 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -3759371.500000 Penalty: 4892.062988
	Iteration 8Q: 3 clusters Score -3759372 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -3759488.000000 Penalty: 4892.062988
	Iteration 9Q: 3 clusters Score -3759488 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3759575.250000 Penalty: 4892.062988
	Iteration 10Q: 3 clusters Score -3759575 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -3759691.500000 Penalty: 4892.062988
	Iteration 11Q: 3 clusters Score -3759692 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3759849.000000 Penalty: 4892.062988
	Iteration 12Q: 3 clusters Score -3759849 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3760029.500000 Penalty: 4892.062988
	Iteration 13Q: 3 clusters Score -3760030 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3760294.000000 Penalty: 4892.062988
	Iteration 14Q: 3 clusters Score -3760294 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3760624.500000 Penalty: 4892.062988
	Iteration 15Q: 3 clusters Score -3760624 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3761135.750000 Penalty: 4892.062988
	Iteration 16Q: 3 clusters Score -3761136 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3761891.000000 Penalty: 4892.062988
	Iteration 17F: 3 clusters Score -3761891 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3762815.000000 Penalty: 4892.062988
	Iteration 18F: 3 clusters Score -3762815 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3763721.000000 Penalty: 4892.062988
	Iteration 19Q: 3 clusters Score -3763721 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3764393.250000 Penalty: 4892.062988
	Iteration 20F: 3 clusters Score -3764393 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3764822.500000 Penalty: 4892.062988
	Iteration 21Q: 3 clusters Score -3764822 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3765029.000000 Penalty: 4892.062988
	Iteration 22Q: 3 clusters Score -3765029 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3765127.500000 Penalty: 4892.062988
	Iteration 23Q: 3 clusters Score -3765128 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3765183.000000 Penalty: 4892.062988
	Iteration 24Q: 3 clusters Score -3765183 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3765201.500000 Penalty: 4892.062988
	Iteration 25Q: 3 clusters Score -3765202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3765220.000000 Penalty: 4892.062988
	Iteration 26Q: 3 clusters Score -3765220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3765238.250000 Penalty: 4892.062988
	Iteration 27Q: 3 clusters Score -3765238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3765240.000000 Penalty: 4892.062988
	Iteration 28Q: 3 clusters Score -3765240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3765245.500000 Penalty: 4892.062988
	Iteration 29Q: 3 clusters Score -3765246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3765244.500000 Penalty: 4892.062988
	Iteration 30Q: 3 clusters Score -3765244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3765265.750000 Penalty: 4892.062988
	Iteration 31Q: 3 clusters Score -3765266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3765263.000000 Penalty: 4892.062988
	Iteration 32Q: 3 clusters Score -3765263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3765262.750000 Penalty: 4892.062988
	Iteration 33Q: 3 clusters Score -3765263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3765271.750000 Penalty: 4892.062988
	Iteration 34Q: 3 clusters Score -3765272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3765270.750000 Penalty: 4892.062988
	Iteration 35Q: 3 clusters Score -3765271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3765271.000000 Penalty: 4892.062988
	Iteration 36Q: 3 clusters Score -3765271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3765274.750000 Penalty: 4892.062988
	Iteration 37Q: 3 clusters Score -3765275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3765280.000000 Penalty: 4892.062988
	Iteration 38Q: 3 clusters Score -3765280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3765283.000000 Penalty: 4892.062988
	Iteration 39Q: 3 clusters Score -3765283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3765277.000000 Penalty: 4892.062988
	Iteration 40F: 3 clusters Score -3765277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3765283.000000 Penalty: 4892.062988
	Iteration 41Q: 3 clusters Score -3765283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3765288.000000 Penalty: 4892.062988
	Iteration 42Q: 3 clusters Score -3765288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3765297.750000 Penalty: 4892.062988
	Iteration 43Q: 3 clusters Score -3765298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3765293.750000 Penalty: 4892.062988
	Iteration 44Q: 3 clusters Score -3765294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3765296.000000 Penalty: 4892.062988
	Iteration 45Q: 3 clusters Score -3765296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3765296.500000 Penalty: 4892.062988
	Iteration 46Q: 3 clusters Score -3765296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3765302.000000 Penalty: 4892.062988
	Iteration 47Q: 3 clusters Score -3765302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3765305.500000 Penalty: 4892.062988
	Iteration 48Q: 3 clusters Score -3765306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3765302.500000 Penalty: 4892.062988
	Iteration 49Q: 3 clusters Score -3765302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3765305.000000 Penalty: 4892.062988
	Iteration 50Q: 3 clusters Score -3765305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3765299.250000 Penalty: 4892.062988
	Iteration 51Q: 3 clusters Score -3765299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3765303.750000 Penalty: 4892.062988
	Iteration 52Q: 3 clusters Score -3765304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3765304.750000 Penalty: 4892.062988
	Iteration 53Q: 3 clusters Score -3765305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3765308.750000 Penalty: 4892.062988
	Iteration 54Q: 3 clusters Score -3765309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3765306.750000 Penalty: 4892.062988
	Iteration 55Q: 3 clusters Score -3765307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3765304.000000 Penalty: 4892.062988
	Iteration 56Q: 3 clusters Score -3765304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3765301.750000 Penalty: 4892.062988
	Iteration 57Q: 3 clusters Score -3765302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3765306.500000 Penalty: 4892.062988
	Iteration 58Q: 3 clusters Score -3765306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3765306.500000 Penalty: 4892.062988
	Iteration 59F: 3 clusters Score -3765306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -55320.167969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -55320.17 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 207 members 
Entering Unmasked Estep 
Score: -54063.042969 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -54063.04 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54385.980469 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -54385.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54572.078125 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -54572.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54748.960938 Penalty: 2991.219971
	Iteration 3F: 3 clusters Score -54748.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55058.953125 Penalty: 2991.219971
	Iteration 4F: 3 clusters Score -55058.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55343.375000 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -55343.38 nChanged 14
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: -55513.718750 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -55513.72 nChanged 8
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: -55603.613281 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -55603.61 nChanged 7
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: -55634.898438 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -55634.9 nChanged 6
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: -55680.480469 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -55680.48 nChanged 5
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: -55719.675781 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -55719.68 nChanged 4
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: -55772.449219 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -55772.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55819.441406 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -55819.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55850.363281 Penalty: 2991.219971
	Iteration 13Q: 3 clusters Score -55850.36 nChanged 1
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: -55859.242188 Penalty: 2991.219971
	Iteration 14Q: 3 clusters Score -55859.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55866.484375 Penalty: 2991.219971
	Iteration 15Q: 3 clusters Score -55866.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55870.875000 Penalty: 2991.219971
	Iteration 16F: 3 clusters Score -55870.88 nChanged 1
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: -55893.527344 Penalty: 2991.219971
	Iteration 17Q: 3 clusters Score -55893.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55894.988281 Penalty: 2991.219971
	Iteration 18Q: 3 clusters Score -55894.99 nChanged 1
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: -55896.039062 Penalty: 2991.219971
	Iteration 19Q: 3 clusters Score -55896.04 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: -55896.039062 Penalty: 2991.219971
	Iteration 20F: 3 clusters Score -55896.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 26198 members 
Mstep: Class 6 contains 29669 members 
Mstep: Class 7 contains 4819 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14567 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 13737 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 30441 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26885 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22379 members 
Mstep: Class 30 contains 46528 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19207 members 
Mstep: Class 33 contains 189 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17129 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 26860 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17135 members 
Mstep: Class 41 contains 1451 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2297 members 
Mstep: Class 44 contains 27752 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8698 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 27005 members 
Mstep: Class 52 contains 735 members 
Mstep: Class 53 contains 227 members 
Entering Unmasked Estep 
Score: -84201456.000000 Penalty: 170644.796875
Splitting cluster 33 changes total score from -84202384.000000 to -84201456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -91215.054688 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -91215.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -89707.117188 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -89707.12 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89972.039062 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -89972.04 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90194.078125 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -90194.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90422.867188 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -90422.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90555.625000 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -90555.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90677.828125 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -90677.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90834.140625 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -90834.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90944.554688 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -90944.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -91017.804688 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -91017.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91087.593750 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -91087.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91090.000000 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -91090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91090.000000 Penalty: 3107.589355
	Iteration 11F: 3 clusters Score -91090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Entering Unmasked Estep 
Score: -3688540.000000 Penalty: 2417.635010
	Iteration 0F: 2 clusters Score -3688540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -3677879.000000 Penalty: 4835.270020
	Iteration 0F: 3 clusters Score -3677879 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3681755.000000 Penalty: 4835.270020
	Iteration 1F: 3 clusters Score -3681755 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3682103.000000 Penalty: 4835.270020
	Iteration 2F: 3 clusters Score -3682103 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3682391.000000 Penalty: 4835.270020
	Iteration 3Q: 3 clusters Score -3682391 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3682601.000000 Penalty: 4835.270020
	Iteration 4Q: 3 clusters Score -3682601 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3682798.750000 Penalty: 4835.270020
	Iteration 5Q: 3 clusters Score -3682799 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3682975.500000 Penalty: 4835.270020
	Iteration 6Q: 3 clusters Score -3682976 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -3683122.000000 Penalty: 4835.270020
	Iteration 7Q: 3 clusters Score -3683122 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3683217.500000 Penalty: 4835.270020
	Iteration 8Q: 3 clusters Score -3683218 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3683290.250000 Penalty: 4835.270020
	Iteration 9Q: 3 clusters Score -3683290 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3683301.500000 Penalty: 4835.270020
	Iteration 10Q: 3 clusters Score -3683302 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3683402.000000 Penalty: 4835.270020
	Iteration 11Q: 3 clusters Score -3683402 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3683703.500000 Penalty: 4835.270020
	Iteration 12Q: 3 clusters Score -3683704 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3683989.250000 Penalty: 4835.270020
	Iteration 13Q: 3 clusters Score -3683989 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3684295.750000 Penalty: 4835.270020
	Iteration 14Q: 3 clusters Score -3684296 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3684601.250000 Penalty: 4835.270020
	Iteration 15Q: 3 clusters Score -3684601 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3684882.500000 Penalty: 4835.270020
	Iteration 16Q: 3 clusters Score -3684882 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3685156.250000 Penalty: 4835.270020
	Iteration 17Q: 3 clusters Score -3685156 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3685475.750000 Penalty: 4835.270020
	Iteration 18Q: 3 clusters Score -3685476 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3685706.750000 Penalty: 4835.270020
	Iteration 19Q: 3 clusters Score -3685707 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3685915.250000 Penalty: 4835.270020
	Iteration 20F: 3 clusters Score -3685915 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3686039.500000 Penalty: 4835.270020
	Iteration 21Q: 3 clusters Score -3686040 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3686123.750000 Penalty: 4835.270020
	Iteration 22Q: 3 clusters Score -3686124 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -3686183.000000 Penalty: 4835.270020
	Iteration 23Q: 3 clusters Score -3686183 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3686249.500000 Penalty: 4835.270020
	Iteration 24Q: 3 clusters Score -3686250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3686315.500000 Penalty: 4835.270020
	Iteration 25Q: 3 clusters Score -3686316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3686361.000000 Penalty: 4835.270020
	Iteration 26Q: 3 clusters Score -3686361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3686388.000000 Penalty: 4835.270020
	Iteration 27Q: 3 clusters Score -3686388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3686415.000000 Penalty: 4835.270020
	Iteration 28Q: 3 clusters Score -3686415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3686429.750000 Penalty: 4835.270020
	Iteration 29Q: 3 clusters Score -3686430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3686448.250000 Penalty: 4835.270020
	Iteration 30Q: 3 clusters Score -3686448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -3686458.000000 Penalty: 4835.270020
	Iteration 31Q: 3 clusters Score -3686458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -3686470.000000 Penalty: 4835.270020
	Iteration 32Q: 3 clusters Score -3686470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3686481.250000 Penalty: 4835.270020
	Iteration 33Q: 3 clusters Score -3686481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3686483.750000 Penalty: 4835.270020
	Iteration 34Q: 3 clusters Score -3686484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3686486.000000 Penalty: 4835.270020
	Iteration 35Q: 3 clusters Score -3686486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3686491.500000 Penalty: 4835.270020
	Iteration 36Q: 3 clusters Score -3686492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3686500.750000 Penalty: 4835.270020
	Iteration 37Q: 3 clusters Score -3686501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3686506.250000 Penalty: 4835.270020
	Iteration 38Q: 3 clusters Score -3686506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3686505.250000 Penalty: 4835.270020
	Iteration 39Q: 3 clusters Score -3686505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -3686505.750000 Penalty: 4835.270020
	Iteration 40F: 3 clusters Score -3686506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3686515.250000 Penalty: 4835.270020
	Iteration 41Q: 3 clusters Score -3686515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3686514.750000 Penalty: 4835.270020
	Iteration 42Q: 3 clusters Score -3686515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3686513.500000 Penalty: 4835.270020
	Iteration 43Q: 3 clusters Score -3686514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3686516.250000 Penalty: 4835.270020
	Iteration 44Q: 3 clusters Score -3686516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3686521.500000 Penalty: 4835.270020
	Iteration 45Q: 3 clusters Score -3686522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3686521.500000 Penalty: 4835.270020
	Iteration 46F: 3 clusters Score -3686522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -144024.968750 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -144025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -142302.046875 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -142302 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -142617.078125 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -142617.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -142731.187500 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -142731.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -142786.687500 Penalty: 3311.208252
	Iteration 3Q: 3 clusters Score -142786.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -142809.875000 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -142809.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -142832.531250 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -142832.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -142857.531250 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -142857.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -142892.875000 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -142892.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -142941.312500 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -142941.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -142999.828125 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -142999.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -143059.968750 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -143060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -143128.156250 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -143128.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -143190.687500 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -143190.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -143301.140625 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -143301.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -143421.468750 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -143421.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -143546.281250 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -143546.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -143636.343750 Penalty: 3311.208252
	Iteration 16Q: 3 clusters Score -143636.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -143688.375000 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -143688.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -143724.500000 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -143724.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -143736.656250 Penalty: 3311.208252
	Iteration 19Q: 3 clusters Score -143736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -143740.953125 Penalty: 3311.208252
	Iteration 20F: 3 clusters Score -143741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -143748.578125 Penalty: 3311.208252
	Iteration 21Q: 3 clusters Score -143748.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -143753.421875 Penalty: 3311.208252
	Iteration 22Q: 3 clusters Score -143753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -143753.421875 Penalty: 3311.208252
	Iteration 23F: 3 clusters Score -143753.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -112750.640625 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -112750.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -111146.906250 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -111146.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -111564.632812 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -111564.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -111715.062500 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -111715.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -111851.640625 Penalty: 3257.766602
	Iteration 3Q: 3 clusters Score -111851.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -112004.203125 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -112004.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -112099.640625 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -112099.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -112148.421875 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -112148.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -112210.695312 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -112210.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -112237.140625 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -112237.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -112272.203125 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -112272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -112279.031250 Penalty: 3257.766602
	Iteration 10Q: 3 clusters Score -112279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -112285.289062 Penalty: 3257.766602
	Iteration 11Q: 3 clusters Score -112285.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -112293.351562 Penalty: 3257.766602
	Iteration 12Q: 3 clusters Score -112293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -112294.781250 Penalty: 3257.766602
	Iteration 13Q: 3 clusters Score -112294.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -112294.781250 Penalty: 3257.766602
	Iteration 14F: 3 clusters Score -112294.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Entering Unmasked Estep 
Score: -5277121.500000 Penalty: 2529.201660
	Iteration 0F: 2 clusters Score -5277122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -5260495.500000 Penalty: 5058.403320
	Iteration 0F: 3 clusters Score -5260496 nChanged 12069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -5267087.500000 Penalty: 5058.403320
	Iteration 1F: 3 clusters Score -5267088 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -5267490.500000 Penalty: 5058.403320
	Iteration 2Q: 3 clusters Score -5267490 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -5267853.500000 Penalty: 5058.403320
	Iteration 3Q: 3 clusters Score -5267854 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -5268179.500000 Penalty: 5058.403320
	Iteration 4Q: 3 clusters Score -5268180 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -5268555.000000 Penalty: 5058.403320
	Iteration 5Q: 3 clusters Score -5268555 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -5268946.000000 Penalty: 5058.403320
	Iteration 6Q: 3 clusters Score -5268946 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -5269538.500000 Penalty: 5058.403320
	Iteration 7Q: 3 clusters Score -5269538 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -5270404.000000 Penalty: 5058.403320
	Iteration 8F: 3 clusters Score -5270404 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -5271544.500000 Penalty: 5058.403320
	Iteration 9F: 3 clusters Score -5271544 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -5272699.500000 Penalty: 5058.403320
	Iteration 10F: 3 clusters Score -5272700 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -5273523.000000 Penalty: 5058.403320
	Iteration 11F: 3 clusters Score -5273523 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -5273944.500000 Penalty: 5058.403320
	Iteration 12Q: 3 clusters Score -5273944 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -5274137.000000 Penalty: 5058.403320
	Iteration 13Q: 3 clusters Score -5274137 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -5274225.500000 Penalty: 5058.403320
	Iteration 14Q: 3 clusters Score -5274226 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -5274294.000000 Penalty: 5058.403320
	Iteration 15Q: 3 clusters Score -5274294 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -5274306.000000 Penalty: 5058.403320
	Iteration 16Q: 3 clusters Score -5274306 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -5274332.000000 Penalty: 5058.403320
	Iteration 17Q: 3 clusters Score -5274332 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -5274376.500000 Penalty: 5058.403320
	Iteration 18Q: 3 clusters Score -5274376 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -5274430.000000 Penalty: 5058.403320
	Iteration 19Q: 3 clusters Score -5274430 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -5274464.500000 Penalty: 5058.403320
	Iteration 20F: 3 clusters Score -5274464 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -5274486.500000 Penalty: 5058.403320
	Iteration 21Q: 3 clusters Score -5274486 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -5274493.000000 Penalty: 5058.403320
	Iteration 22Q: 3 clusters Score -5274493 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -5274527.000000 Penalty: 5058.403320
	Iteration 23Q: 3 clusters Score -5274527 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -5274530.000000 Penalty: 5058.403320
	Iteration 24Q: 3 clusters Score -5274530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -5274534.500000 Penalty: 5058.403320
	Iteration 25Q: 3 clusters Score -5274534 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -5274551.500000 Penalty: 5058.403320
	Iteration 26Q: 3 clusters Score -5274552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -5274550.000000 Penalty: 5058.403320
	Iteration 27Q: 3 clusters Score -5274550 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -5274544.500000 Penalty: 5058.403320
	Iteration 28Q: 3 clusters Score -5274544 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -5274558.000000 Penalty: 5058.403320
	Iteration 29Q: 3 clusters Score -5274558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -5274537.000000 Penalty: 5058.403320
	Iteration 30Q: 3 clusters Score -5274537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -5274541.000000 Penalty: 5058.403320
	Iteration 31Q: 3 clusters Score -5274541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -5274559.500000 Penalty: 5058.403320
	Iteration 32Q: 3 clusters Score -5274560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -5274555.500000 Penalty: 5058.403320
	Iteration 33Q: 3 clusters Score -5274556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -5274561.000000 Penalty: 5058.403320
	Iteration 34Q: 3 clusters Score -5274561 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -5274561.500000 Penalty: 5058.403320
	Iteration 35Q: 3 clusters Score -5274562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -5274555.500000 Penalty: 5058.403320
	Iteration 36Q: 3 clusters Score -5274556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -5274549.000000 Penalty: 5058.403320
	Iteration 37Q: 3 clusters Score -5274549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -5274563.500000 Penalty: 5058.403320
	Iteration 38Q: 3 clusters Score -5274564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -5274561.500000 Penalty: 5058.403320
	Iteration 39Q: 3 clusters Score -5274562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -5274545.000000 Penalty: 5058.403320
	Iteration 40F: 3 clusters Score -5274545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -5274547.500000 Penalty: 5058.403320
	Iteration 41Q: 3 clusters Score -5274548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -5274539.000000 Penalty: 5058.403320
	Iteration 42Q: 3 clusters Score -5274539 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -5274543.000000 Penalty: 5058.403320
	Iteration 43Q: 3 clusters Score -5274543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -5274543.500000 Penalty: 5058.403320
	Iteration 44Q: 3 clusters Score -5274544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -5274551.000000 Penalty: 5058.403320
	Iteration 45Q: 3 clusters Score -5274551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -5274550.000000 Penalty: 5058.403320
	Iteration 46Q: 3 clusters Score -5274550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -5274553.500000 Penalty: 5058.403320
	Iteration 47Q: 3 clusters Score -5274554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -5274559.000000 Penalty: 5058.403320
	Iteration 48Q: 3 clusters Score -5274559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -5274553.500000 Penalty: 5058.403320
	Iteration 49Q: 3 clusters Score -5274554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -5274560.000000 Penalty: 5058.403320
	Iteration 50Q: 3 clusters Score -5274560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -5274555.000000 Penalty: 5058.403320
	Iteration 51Q: 3 clusters Score -5274555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -5274561.500000 Penalty: 5058.403320
	Iteration 52Q: 3 clusters Score -5274562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -5274565.500000 Penalty: 5058.403320
	Iteration 53Q: 3 clusters Score -5274566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -5274551.500000 Penalty: 5058.403320
	Iteration 54Q: 3 clusters Score -5274552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -5274554.500000 Penalty: 5058.403320
	Iteration 55Q: 3 clusters Score -5274554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -5274558.000000 Penalty: 5058.403320
	Iteration 56Q: 3 clusters Score -5274558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -5274552.500000 Penalty: 5058.403320
	Iteration 57Q: 3 clusters Score -5274552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -5274556.500000 Penalty: 5058.403320
	Iteration 58Q: 3 clusters Score -5274556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -5274556.000000 Penalty: 5058.403320
	Iteration 59Q: 3 clusters Score -5274556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -5274553.500000 Penalty: 5058.403320
	Iteration 60F: 3 clusters Score -5274554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -5274548.500000 Penalty: 5058.403320
	Iteration 61Q: 3 clusters Score -5274548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -5274548.000000 Penalty: 5058.403320
	Iteration 62Q: 3 clusters Score -5274548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -5274548.000000 Penalty: 5058.403320
	Iteration 63F: 3 clusters Score -5274548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -91946.453125 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -91946.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90443.109375 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -90443.11 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90779.867188 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -90779.87 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90975.062500 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -90975.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91085.906250 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -91085.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -91203.804688 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -91203.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -91304.976562 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -91304.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91418.921875 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -91418.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91470.515625 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -91470.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91503.070312 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -91503.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91526.929688 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -91526.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -91535.898438 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -91535.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -91554.148438 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -91554.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91569.039062 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -91569.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91589.382812 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -91589.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91599.414062 Penalty: 3150.904053
	Iteration 14Q: 3 clusters Score -91599.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -91639.085938 Penalty: 3150.904053
	Iteration 15Q: 3 clusters Score -91639.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91648.359375 Penalty: 3150.904053
	Iteration 16Q: 3 clusters Score -91648.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91674.523438 Penalty: 3150.904053
	Iteration 17Q: 3 clusters Score -91674.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -91741.578125 Penalty: 3150.904053
	Iteration 18Q: 3 clusters Score -91741.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -91788.000000 Penalty: 3150.904053
	Iteration 19Q: 3 clusters Score -91788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -91828.046875 Penalty: 3150.904053
	Iteration 20F: 3 clusters Score -91828.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91857.609375 Penalty: 3150.904053
	Iteration 21Q: 3 clusters Score -91857.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91869.140625 Penalty: 3150.904053
	Iteration 22Q: 3 clusters Score -91869.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91877.976562 Penalty: 3150.904053
	Iteration 23Q: 3 clusters Score -91877.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91883.898438 Penalty: 3150.904053
	Iteration 24Q: 3 clusters Score -91883.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -91888.070312 Penalty: 3150.904053
	Iteration 25Q: 3 clusters Score -91888.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -91888.843750 Penalty: 3150.904053
	Iteration 26Q: 3 clusters Score -91888.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -91891.718750 Penalty: 3150.904053
	Iteration 27Q: 3 clusters Score -91891.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -91891.718750 Penalty: 3150.904053
	Iteration 28F: 3 clusters Score -91891.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Entering Unmasked Estep 
Score: -3686061.500000 Penalty: 2417.721924
	Iteration 0F: 2 clusters Score -3686062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3675233.000000 Penalty: 4835.443848
	Iteration 0F: 3 clusters Score -3675233 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -3679063.000000 Penalty: 4835.443848
	Iteration 1F: 3 clusters Score -3679063 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3679463.000000 Penalty: 4835.443848
	Iteration 2F: 3 clusters Score -3679463 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3679769.750000 Penalty: 4835.443848
	Iteration 3Q: 3 clusters Score -3679770 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3680004.750000 Penalty: 4835.443848
	Iteration 4Q: 3 clusters Score -3680005 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3680227.750000 Penalty: 4835.443848
	Iteration 5Q: 3 clusters Score -3680228 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3680437.500000 Penalty: 4835.443848
	Iteration 6Q: 3 clusters Score -3680438 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3680612.250000 Penalty: 4835.443848
	Iteration 7Q: 3 clusters Score -3680612 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -3680783.250000 Penalty: 4835.443848
	Iteration 8Q: 3 clusters Score -3680783 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3680926.000000 Penalty: 4835.443848
	Iteration 9Q: 3 clusters Score -3680926 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3681110.250000 Penalty: 4835.443848
	Iteration 10Q: 3 clusters Score -3681110 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -3681374.000000 Penalty: 4835.443848
	Iteration 11Q: 3 clusters Score -3681374 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3681785.750000 Penalty: 4835.443848
	Iteration 12Q: 3 clusters Score -3681786 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3682226.500000 Penalty: 4835.443848
	Iteration 13Q: 3 clusters Score -3682226 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3682638.500000 Penalty: 4835.443848
	Iteration 14Q: 3 clusters Score -3682638 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3682925.000000 Penalty: 4835.443848
	Iteration 15Q: 3 clusters Score -3682925 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3683171.000000 Penalty: 4835.443848
	Iteration 16Q: 3 clusters Score -3683171 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3683381.500000 Penalty: 4835.443848
	Iteration 17Q: 3 clusters Score -3683382 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3683536.250000 Penalty: 4835.443848
	Iteration 18Q: 3 clusters Score -3683536 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3683642.250000 Penalty: 4835.443848
	Iteration 19Q: 3 clusters Score -3683642 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3683720.000000 Penalty: 4835.443848
	Iteration 20F: 3 clusters Score -3683720 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3683803.750000 Penalty: 4835.443848
	Iteration 21Q: 3 clusters Score -3683804 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3683844.250000 Penalty: 4835.443848
	Iteration 22Q: 3 clusters Score -3683844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3683862.250000 Penalty: 4835.443848
	Iteration 23Q: 3 clusters Score -3683862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3683891.000000 Penalty: 4835.443848
	Iteration 24Q: 3 clusters Score -3683891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3683902.500000 Penalty: 4835.443848
	Iteration 25Q: 3 clusters Score -3683902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3683912.750000 Penalty: 4835.443848
	Iteration 26Q: 3 clusters Score -3683913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3683933.750000 Penalty: 4835.443848
	Iteration 27Q: 3 clusters Score -3683934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3683953.500000 Penalty: 4835.443848
	Iteration 28Q: 3 clusters Score -3683954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3683963.250000 Penalty: 4835.443848
	Iteration 29Q: 3 clusters Score -3683963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3683975.250000 Penalty: 4835.443848
	Iteration 30Q: 3 clusters Score -3683975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3683990.000000 Penalty: 4835.443848
	Iteration 31Q: 3 clusters Score -3683990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3683999.000000 Penalty: 4835.443848
	Iteration 32Q: 3 clusters Score -3683999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3684014.500000 Penalty: 4835.443848
	Iteration 33Q: 3 clusters Score -3684014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3684013.750000 Penalty: 4835.443848
	Iteration 34Q: 3 clusters Score -3684014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3684017.250000 Penalty: 4835.443848
	Iteration 35Q: 3 clusters Score -3684017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3684017.750000 Penalty: 4835.443848
	Iteration 36Q: 3 clusters Score -3684018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3684027.250000 Penalty: 4835.443848
	Iteration 37Q: 3 clusters Score -3684027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3684031.750000 Penalty: 4835.443848
	Iteration 38Q: 3 clusters Score -3684032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3684034.250000 Penalty: 4835.443848
	Iteration 39Q: 3 clusters Score -3684034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3684036.250000 Penalty: 4835.443848
	Iteration 40F: 3 clusters Score -3684036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3684041.750000 Penalty: 4835.443848
	Iteration 41Q: 3 clusters Score -3684042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3684037.500000 Penalty: 4835.443848
	Iteration 42Q: 3 clusters Score -3684038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3684037.500000 Penalty: 4835.443848
	Iteration 43F: 3 clusters Score -3684038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -271063.875000 Penalty: 1805.442017
	Iteration 0F: 2 clusters Score -271063.9 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 723 members 
Entering Unmasked Estep 
Score: -268817.062500 Penalty: 3610.884033
	Iteration 0F: 3 clusters Score -268817.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -269312.750000 Penalty: 3610.884033
	Iteration 1F: 3 clusters Score -269312.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -269565.281250 Penalty: 3610.884033
	Iteration 2F: 3 clusters Score -269565.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -269721.500000 Penalty: 3610.884033
	Iteration 3F: 3 clusters Score -269721.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -269799.312500 Penalty: 3610.884033
	Iteration 4Q: 3 clusters Score -269799.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -269869.468750 Penalty: 3610.884033
	Iteration 5Q: 3 clusters Score -269869.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -269931.531250 Penalty: 3610.884033
	Iteration 6Q: 3 clusters Score -269931.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -269973.781250 Penalty: 3610.884033
	Iteration 7Q: 3 clusters Score -269973.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -270001.000000 Penalty: 3610.884033
	Iteration 8Q: 3 clusters Score -270001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -270017.875000 Penalty: 3610.884033
	Iteration 9Q: 3 clusters Score -270017.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -270026.250000 Penalty: 3610.884033
	Iteration 10Q: 3 clusters Score -270026.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -270035.406250 Penalty: 3610.884033
	Iteration 11Q: 3 clusters Score -270035.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -270038.406250 Penalty: 3610.884033
	Iteration 12Q: 3 clusters Score -270038.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -270041.468750 Penalty: 3610.884033
	Iteration 13Q: 3 clusters Score -270041.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -270044.812500 Penalty: 3610.884033
	Iteration 14Q: 3 clusters Score -270044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -270044.718750 Penalty: 3610.884033
	Iteration 15Q: 3 clusters Score -270044.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -270044.718750 Penalty: 3610.884033
	Iteration 16F: 3 clusters Score -270044.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -36288.687500 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -36288.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35181.656250 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -35181.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35342.671875 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -35342.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35379.632812 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -35379.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35393.941406 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -35393.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35402.230469 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -35402.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35402.230469 Penalty: 2824.091309
	Iteration 5F: 3 clusters Score -35402.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -406529.562500 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -406529.6 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 1167 members 
Entering Unmasked Estep 
Score: -403720.156250 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -403720.2 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -404503.843750 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -404503.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -405173.625000 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -405173.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -405841.187500 Penalty: 3838.722168
	Iteration 3F: 3 clusters Score -405841.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -406217.906250 Penalty: 3838.722168
	Iteration 4F: 3 clusters Score -406217.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -406418.656250 Penalty: 3838.722168
	Iteration 5F: 3 clusters Score -406418.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -406511.781250 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -406511.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -406568.375000 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -406568.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -406597.281250 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -406597.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -406615.312500 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -406615.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -406628.687500 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -406628.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -406634.500000 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -406634.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -406639.000000 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -406639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -406642.187500 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -406642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -406642.875000 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -406642.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -406642.875000 Penalty: 3838.722168
	Iteration 15F: 3 clusters Score -406642.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 26198 members 
Mstep: Class 6 contains 29669 members 
Mstep: Class 7 contains 4819 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14567 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 13737 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 30441 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26885 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22379 members 
Mstep: Class 30 contains 46528 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19207 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17129 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 26860 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17135 members 
Mstep: Class 41 contains 1451 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 1235 members 
Mstep: Class 44 contains 27752 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8698 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 27005 members 
Mstep: Class 52 contains 735 members 
Mstep: Class 53 contains 1062 members 
Entering Unmasked Estep 
Score: -84201472.000000 Penalty: 170644.796875
Splitting cluster 43 changes total score from -84202384.000000 to -84201472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (27752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Entering Unmasked Estep 
Score: -5448271.500000 Penalty: 2537.303711
	Iteration 0F: 2 clusters Score -5448272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -5430726.000000 Penalty: 5074.607422
	Iteration 0F: 3 clusters Score -5430726 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -5437466.500000 Penalty: 5074.607422
	Iteration 1F: 3 clusters Score -5437466 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -5438001.000000 Penalty: 5074.607422
	Iteration 2F: 3 clusters Score -5438001 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -5438487.000000 Penalty: 5074.607422
	Iteration 3Q: 3 clusters Score -5438487 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -5438882.000000 Penalty: 5074.607422
	Iteration 4Q: 3 clusters Score -5438882 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -5439293.000000 Penalty: 5074.607422
	Iteration 5Q: 3 clusters Score -5439293 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -5439653.500000 Penalty: 5074.607422
	Iteration 6Q: 3 clusters Score -5439654 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -5440104.500000 Penalty: 5074.607422
	Iteration 7Q: 3 clusters Score -5440104 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -5440702.500000 Penalty: 5074.607422
	Iteration 8Q: 3 clusters Score -5440702 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -5441387.500000 Penalty: 5074.607422
	Iteration 9Q: 3 clusters Score -5441388 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -5442188.000000 Penalty: 5074.607422
	Iteration 10Q: 3 clusters Score -5442188 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -5443134.000000 Penalty: 5074.607422
	Iteration 11Q: 3 clusters Score -5443134 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -5444084.500000 Penalty: 5074.607422
	Iteration 12Q: 3 clusters Score -5444084 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -5444824.000000 Penalty: 5074.607422
	Iteration 13Q: 3 clusters Score -5444824 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -5445219.500000 Penalty: 5074.607422
	Iteration 14Q: 3 clusters Score -5445220 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -5445414.500000 Penalty: 5074.607422
	Iteration 15Q: 3 clusters Score -5445414 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -5445529.000000 Penalty: 5074.607422
	Iteration 16Q: 3 clusters Score -5445529 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -5445652.500000 Penalty: 5074.607422
	Iteration 17Q: 3 clusters Score -5445652 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -5445738.500000 Penalty: 5074.607422
	Iteration 18Q: 3 clusters Score -5445738 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -5445864.500000 Penalty: 5074.607422
	Iteration 19Q: 3 clusters Score -5445864 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -5445969.500000 Penalty: 5074.607422
	Iteration 20F: 3 clusters Score -5445970 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -5446059.500000 Penalty: 5074.607422
	Iteration 21Q: 3 clusters Score -5446060 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -5446098.500000 Penalty: 5074.607422
	Iteration 22Q: 3 clusters Score -5446098 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -5446141.500000 Penalty: 5074.607422
	Iteration 23Q: 3 clusters Score -5446142 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -5446194.000000 Penalty: 5074.607422
	Iteration 24Q: 3 clusters Score -5446194 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -5446233.500000 Penalty: 5074.607422
	Iteration 25Q: 3 clusters Score -5446234 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -5446263.000000 Penalty: 5074.607422
	Iteration 26Q: 3 clusters Score -5446263 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -5446283.500000 Penalty: 5074.607422
	Iteration 27Q: 3 clusters Score -5446284 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -5446307.500000 Penalty: 5074.607422
	Iteration 28Q: 3 clusters Score -5446308 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -5446334.000000 Penalty: 5074.607422
	Iteration 29Q: 3 clusters Score -5446334 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5446360.000000 Penalty: 5074.607422
	Iteration 30Q: 3 clusters Score -5446360 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -5446411.000000 Penalty: 5074.607422
	Iteration 31Q: 3 clusters Score -5446411 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -5446428.500000 Penalty: 5074.607422
	Iteration 32Q: 3 clusters Score -5446428 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -5446446.000000 Penalty: 5074.607422
	Iteration 33Q: 3 clusters Score -5446446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -5446461.000000 Penalty: 5074.607422
	Iteration 34Q: 3 clusters Score -5446461 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -5446480.500000 Penalty: 5074.607422
	Iteration 35Q: 3 clusters Score -5446480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -5446483.500000 Penalty: 5074.607422
	Iteration 36Q: 3 clusters Score -5446484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -5446496.500000 Penalty: 5074.607422
	Iteration 37Q: 3 clusters Score -5446496 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5446485.500000 Penalty: 5074.607422
	Iteration 38Q: 3 clusters Score -5446486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -5446492.500000 Penalty: 5074.607422
	Iteration 39Q: 3 clusters Score -5446492 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -5446495.000000 Penalty: 5074.607422
	Iteration 40F: 3 clusters Score -5446495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -5446509.500000 Penalty: 5074.607422
	Iteration 41Q: 3 clusters Score -5446510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -5446521.000000 Penalty: 5074.607422
	Iteration 42Q: 3 clusters Score -5446521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5446529.500000 Penalty: 5074.607422
	Iteration 43Q: 3 clusters Score -5446530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5446527.000000 Penalty: 5074.607422
	Iteration 44Q: 3 clusters Score -5446527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5446528.500000 Penalty: 5074.607422
	Iteration 45Q: 3 clusters Score -5446528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -5446529.500000 Penalty: 5074.607422
	Iteration 46Q: 3 clusters Score -5446530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -5446541.000000 Penalty: 5074.607422
	Iteration 47Q: 3 clusters Score -5446541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -5446535.000000 Penalty: 5074.607422
	Iteration 48Q: 3 clusters Score -5446535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5446536.500000 Penalty: 5074.607422
	Iteration 49Q: 3 clusters Score -5446536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -5446532.000000 Penalty: 5074.607422
	Iteration 50Q: 3 clusters Score -5446532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5446536.500000 Penalty: 5074.607422
	Iteration 51Q: 3 clusters Score -5446536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -5446541.500000 Penalty: 5074.607422
	Iteration 52Q: 3 clusters Score -5446542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5446545.000000 Penalty: 5074.607422
	Iteration 53Q: 3 clusters Score -5446545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -5446547.000000 Penalty: 5074.607422
	Iteration 54Q: 3 clusters Score -5446547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -5446543.000000 Penalty: 5074.607422
	Iteration 55Q: 3 clusters Score -5446543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -5446542.500000 Penalty: 5074.607422
	Iteration 56Q: 3 clusters Score -5446542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -5446540.000000 Penalty: 5074.607422
	Iteration 57Q: 3 clusters Score -5446540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -5446537.000000 Penalty: 5074.607422
	Iteration 58Q: 3 clusters Score -5446537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -5446532.500000 Penalty: 5074.607422
	Iteration 59Q: 3 clusters Score -5446532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -5446529.500000 Penalty: 5074.607422
	Iteration 60F: 3 clusters Score -5446530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -5446537.000000 Penalty: 5074.607422
	Iteration 61Q: 3 clusters Score -5446537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -5446526.500000 Penalty: 5074.607422
	Iteration 62Q: 3 clusters Score -5446526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -5446532.000000 Penalty: 5074.607422
	Iteration 63Q: 3 clusters Score -5446532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -5446533.500000 Penalty: 5074.607422
	Iteration 64Q: 3 clusters Score -5446534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -5446535.000000 Penalty: 5074.607422
	Iteration 65Q: 3 clusters Score -5446535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -5446535.500000 Penalty: 5074.607422
	Iteration 66Q: 3 clusters Score -5446536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -5446541.000000 Penalty: 5074.607422
	Iteration 67Q: 3 clusters Score -5446541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -5446542.000000 Penalty: 5074.607422
	Iteration 68Q: 3 clusters Score -5446542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -5446551.500000 Penalty: 5074.607422
	Iteration 69Q: 3 clusters Score -5446552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -5446548.000000 Penalty: 5074.607422
	Iteration 70Q: 3 clusters Score -5446548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5446557.000000 Penalty: 5074.607422
	Iteration 71Q: 3 clusters Score -5446557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -5446559.500000 Penalty: 5074.607422
	Iteration 72Q: 3 clusters Score -5446560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -5446559.500000 Penalty: 5074.607422
	Iteration 73Q: 3 clusters Score -5446560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -5446561.500000 Penalty: 5074.607422
	Iteration 74Q: 3 clusters Score -5446562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -5446569.000000 Penalty: 5074.607422
	Iteration 75Q: 3 clusters Score -5446569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -5446569.500000 Penalty: 5074.607422
	Iteration 76Q: 3 clusters Score -5446570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -5446583.500000 Penalty: 5074.607422
	Iteration 77Q: 3 clusters Score -5446584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5446582.000000 Penalty: 5074.607422
	Iteration 78Q: 3 clusters Score -5446582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -5446583.500000 Penalty: 5074.607422
	Iteration 79Q: 3 clusters Score -5446584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -5446575.000000 Penalty: 5074.607422
	Iteration 80F: 3 clusters Score -5446575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -5446570.500000 Penalty: 5074.607422
	Iteration 81Q: 3 clusters Score -5446570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -5446577.000000 Penalty: 5074.607422
	Iteration 82Q: 3 clusters Score -5446577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -5446580.500000 Penalty: 5074.607422
	Iteration 83Q: 3 clusters Score -5446580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5446575.000000 Penalty: 5074.607422
	Iteration 84Q: 3 clusters Score -5446575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5446574.500000 Penalty: 5074.607422
	Iteration 85Q: 3 clusters Score -5446574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -5446575.500000 Penalty: 5074.607422
	Iteration 86Q: 3 clusters Score -5446576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -5446568.000000 Penalty: 5074.607422
	Iteration 87Q: 3 clusters Score -5446568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -5446570.500000 Penalty: 5074.607422
	Iteration 88Q: 3 clusters Score -5446570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -5446566.000000 Penalty: 5074.607422
	Iteration 89Q: 3 clusters Score -5446566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -5446564.500000 Penalty: 5074.607422
	Iteration 90Q: 3 clusters Score -5446564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -5446570.000000 Penalty: 5074.607422
	Iteration 91Q: 3 clusters Score -5446570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -5446571.500000 Penalty: 5074.607422
	Iteration 92Q: 3 clusters Score -5446572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -5446575.500000 Penalty: 5074.607422
	Iteration 93Q: 3 clusters Score -5446576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -5446578.500000 Penalty: 5074.607422
	Iteration 94Q: 3 clusters Score -5446578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -5446577.000000 Penalty: 5074.607422
	Iteration 95Q: 3 clusters Score -5446577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -5446579.000000 Penalty: 5074.607422
	Iteration 96Q: 3 clusters Score -5446579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -5446581.500000 Penalty: 5074.607422
	Iteration 97Q: 3 clusters Score -5446582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -5446579.000000 Penalty: 5074.607422
	Iteration 98Q: 3 clusters Score -5446579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -5446578.500000 Penalty: 5074.607422
	Iteration 99Q: 3 clusters Score -5446578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -5446576.500000 Penalty: 5074.607422
	Iteration 100F: 3 clusters Score -5446576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -5446577.500000 Penalty: 5074.607422
	Iteration 101Q: 3 clusters Score -5446578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -5446582.000000 Penalty: 5074.607422
	Iteration 102Q: 3 clusters Score -5446582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -5446578.000000 Penalty: 5074.607422
	Iteration 103Q: 3 clusters Score -5446578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -5446583.500000 Penalty: 5074.607422
	Iteration 104Q: 3 clusters Score -5446584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -5446583.000000 Penalty: 5074.607422
	Iteration 105Q: 3 clusters Score -5446583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -5446581.500000 Penalty: 5074.607422
	Iteration 106Q: 3 clusters Score -5446582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -5446583.000000 Penalty: 5074.607422
	Iteration 107Q: 3 clusters Score -5446583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -5446579.000000 Penalty: 5074.607422
	Iteration 108Q: 3 clusters Score -5446579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -5446579.000000 Penalty: 5074.607422
	Iteration 109F: 3 clusters Score -5446579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -87496.921875 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -87496.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -86038.117188 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -86038.12 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -86382.062500 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -86382.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -86476.570312 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -86476.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -86585.523438 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -86585.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -86634.062500 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -86634.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -86666.914062 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -86666.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -86711.492188 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -86711.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -86723.593750 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -86723.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -86725.664062 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -86725.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -86726.171875 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -86726.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -86726.171875 Penalty: 3120.618408
	Iteration 10F: 3 clusters Score -86726.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -309085.625000 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -309085.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -306670.375000 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -306670.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -307099.031250 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -307099 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -307251.687500 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -307251.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -307356.343750 Penalty: 3692.637207
	Iteration 3F: 3 clusters Score -307356.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -307432.156250 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -307432.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -307486.906250 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -307486.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -307522.312500 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -307522.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -307565.593750 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -307565.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -307598.531250 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -307598.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -307640.812500 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -307640.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -307702.250000 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -307702.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -307775.125000 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -307775.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -307823.343750 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -307823.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -307869.750000 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -307869.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -307914.750000 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -307914.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -307960.312500 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -307960.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -308004.750000 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -308004.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -308023.968750 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -308024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -308033.906250 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -308033.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -308049.468750 Penalty: 3692.637207
	Iteration 19Q: 3 clusters Score -308049.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -308070.343750 Penalty: 3692.637207
	Iteration 20F: 3 clusters Score -308070.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -308084.250000 Penalty: 3692.637207
	Iteration 21Q: 3 clusters Score -308084.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -308095.593750 Penalty: 3692.637207
	Iteration 22Q: 3 clusters Score -308095.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -308102.750000 Penalty: 3692.637207
	Iteration 23Q: 3 clusters Score -308102.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -308109.406250 Penalty: 3692.637207
	Iteration 24Q: 3 clusters Score -308109.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -308116.437500 Penalty: 3692.637207
	Iteration 25Q: 3 clusters Score -308116.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -308120.968750 Penalty: 3692.637207
	Iteration 26Q: 3 clusters Score -308121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -308127.468750 Penalty: 3692.637207
	Iteration 27Q: 3 clusters Score -308127.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -308134.125000 Penalty: 3692.637207
	Iteration 28Q: 3 clusters Score -308134.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -308138.906250 Penalty: 3692.637207
	Iteration 29Q: 3 clusters Score -308138.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -308141.750000 Penalty: 3692.637207
	Iteration 30Q: 3 clusters Score -308141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -308146.843750 Penalty: 3692.637207
	Iteration 31Q: 3 clusters Score -308146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -308147.875000 Penalty: 3692.637207
	Iteration 32Q: 3 clusters Score -308147.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -308152.406250 Penalty: 3692.637207
	Iteration 33Q: 3 clusters Score -308152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -308154.843750 Penalty: 3692.637207
	Iteration 34Q: 3 clusters Score -308154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -308156.343750 Penalty: 3692.637207
	Iteration 35Q: 3 clusters Score -308156.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -308156.375000 Penalty: 3692.637207
	Iteration 36Q: 3 clusters Score -308156.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -308156.375000 Penalty: 3692.637207
	Iteration 37F: 3 clusters Score -308156.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -53372.750000 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -53372.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52050.496094 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -52050.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -52218.136719 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -52218.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52296.605469 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -52296.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -52344.613281 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -52344.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -52363.136719 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -52363.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -52388.296875 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -52388.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -52412.246094 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -52412.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -52422.812500 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -52422.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -52432.082031 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -52432.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -52436.957031 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -52436.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -52436.957031 Penalty: 2934.436279
	Iteration 10F: 3 clusters Score -52436.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -1626600.250000 Penalty: 2249.570312
	Iteration 0F: 2 clusters Score -1626600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1619698.500000 Penalty: 4499.140625
	Iteration 0F: 3 clusters Score -1619698 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1621734.000000 Penalty: 4499.140625
	Iteration 1F: 3 clusters Score -1621734 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1622105.125000 Penalty: 4499.140625
	Iteration 2F: 3 clusters Score -1622105 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1622387.250000 Penalty: 4499.140625
	Iteration 3F: 3 clusters Score -1622387 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1622603.125000 Penalty: 4499.140625
	Iteration 4Q: 3 clusters Score -1622603 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1622789.500000 Penalty: 4499.140625
	Iteration 5Q: 3 clusters Score -1622790 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1622968.500000 Penalty: 4499.140625
	Iteration 6Q: 3 clusters Score -1622968 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1623147.750000 Penalty: 4499.140625
	Iteration 7Q: 3 clusters Score -1623148 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1623326.500000 Penalty: 4499.140625
	Iteration 8Q: 3 clusters Score -1623326 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1623490.875000 Penalty: 4499.140625
	Iteration 9Q: 3 clusters Score -1623491 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1623621.500000 Penalty: 4499.140625
	Iteration 10Q: 3 clusters Score -1623622 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1623751.125000 Penalty: 4499.140625
	Iteration 11Q: 3 clusters Score -1623751 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1623880.500000 Penalty: 4499.140625
	Iteration 12Q: 3 clusters Score -1623880 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1623991.000000 Penalty: 4499.140625
	Iteration 13Q: 3 clusters Score -1623991 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1624070.250000 Penalty: 4499.140625
	Iteration 14Q: 3 clusters Score -1624070 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1624146.625000 Penalty: 4499.140625
	Iteration 15Q: 3 clusters Score -1624147 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1624229.250000 Penalty: 4499.140625
	Iteration 16Q: 3 clusters Score -1624229 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1624296.000000 Penalty: 4499.140625
	Iteration 17Q: 3 clusters Score -1624296 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1624338.500000 Penalty: 4499.140625
	Iteration 18Q: 3 clusters Score -1624338 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1624376.750000 Penalty: 4499.140625
	Iteration 19Q: 3 clusters Score -1624377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1624408.625000 Penalty: 4499.140625
	Iteration 20F: 3 clusters Score -1624409 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1624431.750000 Penalty: 4499.140625
	Iteration 21Q: 3 clusters Score -1624432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1624455.250000 Penalty: 4499.140625
	Iteration 22Q: 3 clusters Score -1624455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1624484.125000 Penalty: 4499.140625
	Iteration 23Q: 3 clusters Score -1624484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1624498.125000 Penalty: 4499.140625
	Iteration 24Q: 3 clusters Score -1624498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1624506.875000 Penalty: 4499.140625
	Iteration 25Q: 3 clusters Score -1624507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1624521.250000 Penalty: 4499.140625
	Iteration 26Q: 3 clusters Score -1624521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1624526.000000 Penalty: 4499.140625
	Iteration 27Q: 3 clusters Score -1624526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1624539.250000 Penalty: 4499.140625
	Iteration 28Q: 3 clusters Score -1624539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1624544.125000 Penalty: 4499.140625
	Iteration 29Q: 3 clusters Score -1624544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1624550.375000 Penalty: 4499.140625
	Iteration 30Q: 3 clusters Score -1624550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1624557.625000 Penalty: 4499.140625
	Iteration 31Q: 3 clusters Score -1624558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1624563.125000 Penalty: 4499.140625
	Iteration 32Q: 3 clusters Score -1624563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1624573.500000 Penalty: 4499.140625
	Iteration 33Q: 3 clusters Score -1624574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1624586.375000 Penalty: 4499.140625
	Iteration 34Q: 3 clusters Score -1624586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1624593.875000 Penalty: 4499.140625
	Iteration 35Q: 3 clusters Score -1624594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1624608.125000 Penalty: 4499.140625
	Iteration 36Q: 3 clusters Score -1624608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1624625.750000 Penalty: 4499.140625
	Iteration 37Q: 3 clusters Score -1624626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1624640.750000 Penalty: 4499.140625
	Iteration 38Q: 3 clusters Score -1624641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1624654.375000 Penalty: 4499.140625
	Iteration 39Q: 3 clusters Score -1624654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1624669.500000 Penalty: 4499.140625
	Iteration 40F: 3 clusters Score -1624670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1624675.500000 Penalty: 4499.140625
	Iteration 41Q: 3 clusters Score -1624676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1624679.625000 Penalty: 4499.140625
	Iteration 42Q: 3 clusters Score -1624680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1624690.000000 Penalty: 4499.140625
	Iteration 43Q: 3 clusters Score -1624690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1624694.625000 Penalty: 4499.140625
	Iteration 44Q: 3 clusters Score -1624695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1624698.125000 Penalty: 4499.140625
	Iteration 45Q: 3 clusters Score -1624698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1624702.000000 Penalty: 4499.140625
	Iteration 46Q: 3 clusters Score -1624702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1624703.500000 Penalty: 4499.140625
	Iteration 47Q: 3 clusters Score -1624704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1624705.000000 Penalty: 4499.140625
	Iteration 48Q: 3 clusters Score -1624705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1624707.000000 Penalty: 4499.140625
	Iteration 49Q: 3 clusters Score -1624707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1624710.250000 Penalty: 4499.140625
	Iteration 50Q: 3 clusters Score -1624710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1624711.125000 Penalty: 4499.140625
	Iteration 51Q: 3 clusters Score -1624711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1624711.125000 Penalty: 4499.140625
	Iteration 52F: 3 clusters Score -1624711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -25967.187500 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -25967.19 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 135 members 
Entering Unmasked Estep 
Score: -25128.677734 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -25128.68 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25399.136719 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -25399.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -25537.755859 Penalty: 2798.385986
	Iteration 2F: 3 clusters Score -25537.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -25640.232422 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -25640.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -25679.300781 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -25679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -25728.669922 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -25728.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -25755.480469 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -25755.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -25765.015625 Penalty: 2798.385986
	Iteration 7Q: 3 clusters Score -25765.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -25768.031250 Penalty: 2798.385986
	Iteration 8Q: 3 clusters Score -25768.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -25768.699219 Penalty: 2798.385986
	Iteration 9F: 3 clusters Score -25768.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -25819.750000 Penalty: 2798.385986
	Iteration 10Q: 3 clusters Score -25819.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -25830.416016 Penalty: 2798.385986
	Iteration 11Q: 3 clusters Score -25830.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -25830.416016 Penalty: 2798.385986
	Iteration 12F: 3 clusters Score -25830.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -73405.289062 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -73405.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71974.992188 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -71974.99 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72244.570312 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -72244.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -72449.476562 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -72449.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -72670.632812 Penalty: 3070.396484
	Iteration 3F: 3 clusters Score -72670.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -72835.343750 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -72835.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -72892.968750 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -72892.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -72935.843750 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -72935.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -72968.031250 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -72968.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -73006.562500 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -73006.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -73017.210938 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -73017.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -73019.085938 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -73019.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -73019.632812 Penalty: 3070.396484
	Iteration 11F: 3 clusters Score -73019.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -73036.507812 Penalty: 3070.396484
	Iteration 12Q: 3 clusters Score -73036.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -73046.007812 Penalty: 3070.396484
	Iteration 13Q: 3 clusters Score -73046.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -73067.093750 Penalty: 3070.396484
	Iteration 14Q: 3 clusters Score -73067.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -73075.929688 Penalty: 3070.396484
	Iteration 15Q: 3 clusters Score -73075.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -73109.406250 Penalty: 3070.396484
	Iteration 16Q: 3 clusters Score -73109.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -73141.546875 Penalty: 3070.396484
	Iteration 17Q: 3 clusters Score -73141.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -73172.937500 Penalty: 3070.396484
	Iteration 18Q: 3 clusters Score -73172.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -73184.859375 Penalty: 3070.396484
	Iteration 19Q: 3 clusters Score -73184.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -73194.054688 Penalty: 3070.396484
	Iteration 20F: 3 clusters Score -73194.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -73210.679688 Penalty: 3070.396484
	Iteration 21Q: 3 clusters Score -73210.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -73224.117188 Penalty: 3070.396484
	Iteration 22Q: 3 clusters Score -73224.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -73224.117188 Penalty: 3070.396484
	Iteration 23F: 3 clusters Score -73224.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (27005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Entering Unmasked Estep 
Score: -5302164.000000 Penalty: 2530.536865
	Iteration 0F: 2 clusters Score -5302164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -5285802.000000 Penalty: 5061.073730
	Iteration 0F: 3 clusters Score -5285802 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -5292285.000000 Penalty: 5061.073730
	Iteration 1F: 3 clusters Score -5292285 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -5292767.000000 Penalty: 5061.073730
	Iteration 2F: 3 clusters Score -5292767 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -5293197.500000 Penalty: 5061.073730
	Iteration 3Q: 3 clusters Score -5293198 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -5293750.500000 Penalty: 5061.073730
	Iteration 4Q: 3 clusters Score -5293750 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -5294389.000000 Penalty: 5061.073730
	Iteration 5F: 3 clusters Score -5294389 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -5295361.000000 Penalty: 5061.073730
	Iteration 6F: 3 clusters Score -5295361 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -5296608.500000 Penalty: 5061.073730
	Iteration 7F: 3 clusters Score -5296608 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -5297990.000000 Penalty: 5061.073730
	Iteration 8F: 3 clusters Score -5297990 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -5299132.500000 Penalty: 5061.073730
	Iteration 9F: 3 clusters Score -5299132 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -5299680.500000 Penalty: 5061.073730
	Iteration 10Q: 3 clusters Score -5299680 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -5299928.000000 Penalty: 5061.073730
	Iteration 11Q: 3 clusters Score -5299928 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -5300060.000000 Penalty: 5061.073730
	Iteration 12Q: 3 clusters Score -5300060 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5300162.000000 Penalty: 5061.073730
	Iteration 13Q: 3 clusters Score -5300162 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -5300233.500000 Penalty: 5061.073730
	Iteration 14Q: 3 clusters Score -5300234 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -5300274.500000 Penalty: 5061.073730
	Iteration 15Q: 3 clusters Score -5300274 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -5300373.000000 Penalty: 5061.073730
	Iteration 16Q: 3 clusters Score -5300373 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -5300423.000000 Penalty: 5061.073730
	Iteration 17Q: 3 clusters Score -5300423 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -5300444.000000 Penalty: 5061.073730
	Iteration 18Q: 3 clusters Score -5300444 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -5300470.500000 Penalty: 5061.073730
	Iteration 19Q: 3 clusters Score -5300470 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -5300501.500000 Penalty: 5061.073730
	Iteration 20F: 3 clusters Score -5300502 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -5300518.500000 Penalty: 5061.073730
	Iteration 21Q: 3 clusters Score -5300518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -5300539.500000 Penalty: 5061.073730
	Iteration 22Q: 3 clusters Score -5300540 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -5300547.500000 Penalty: 5061.073730
	Iteration 23Q: 3 clusters Score -5300548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -5300559.500000 Penalty: 5061.073730
	Iteration 24Q: 3 clusters Score -5300560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -5300569.000000 Penalty: 5061.073730
	Iteration 25Q: 3 clusters Score -5300569 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -5300595.500000 Penalty: 5061.073730
	Iteration 26Q: 3 clusters Score -5300596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -5300605.000000 Penalty: 5061.073730
	Iteration 27Q: 3 clusters Score -5300605 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -5300623.500000 Penalty: 5061.073730
	Iteration 28Q: 3 clusters Score -5300624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -5300616.500000 Penalty: 5061.073730
	Iteration 29Q: 3 clusters Score -5300616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -5300629.000000 Penalty: 5061.073730
	Iteration 30Q: 3 clusters Score -5300629 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -5300638.500000 Penalty: 5061.073730
	Iteration 31Q: 3 clusters Score -5300638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -5300643.500000 Penalty: 5061.073730
	Iteration 32Q: 3 clusters Score -5300644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -5300664.500000 Penalty: 5061.073730
	Iteration 33Q: 3 clusters Score -5300664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -5300677.000000 Penalty: 5061.073730
	Iteration 34Q: 3 clusters Score -5300677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -5300687.000000 Penalty: 5061.073730
	Iteration 35Q: 3 clusters Score -5300687 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -5300690.000000 Penalty: 5061.073730
	Iteration 36Q: 3 clusters Score -5300690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -5300693.500000 Penalty: 5061.073730
	Iteration 37Q: 3 clusters Score -5300694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -5300714.500000 Penalty: 5061.073730
	Iteration 38Q: 3 clusters Score -5300714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -5300729.000000 Penalty: 5061.073730
	Iteration 39Q: 3 clusters Score -5300729 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -5300736.500000 Penalty: 5061.073730
	Iteration 40F: 3 clusters Score -5300736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -5300733.000000 Penalty: 5061.073730
	Iteration 41Q: 3 clusters Score -5300733 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -5300734.500000 Penalty: 5061.073730
	Iteration 42Q: 3 clusters Score -5300734 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -5300759.500000 Penalty: 5061.073730
	Iteration 43Q: 3 clusters Score -5300760 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -5300807.000000 Penalty: 5061.073730
	Iteration 44Q: 3 clusters Score -5300807 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -5300816.000000 Penalty: 5061.073730
	Iteration 45Q: 3 clusters Score -5300816 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -5300830.000000 Penalty: 5061.073730
	Iteration 46Q: 3 clusters Score -5300830 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -5300854.000000 Penalty: 5061.073730
	Iteration 47Q: 3 clusters Score -5300854 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -5300860.000000 Penalty: 5061.073730
	Iteration 48Q: 3 clusters Score -5300860 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -5300863.000000 Penalty: 5061.073730
	Iteration 49Q: 3 clusters Score -5300863 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -5300849.000000 Penalty: 5061.073730
	Iteration 50Q: 3 clusters Score -5300849 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -5300836.500000 Penalty: 5061.073730
	Iteration 51Q: 3 clusters Score -5300836 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -5300809.500000 Penalty: 5061.073730
	Iteration 52Q: 3 clusters Score -5300810 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -5300754.000000 Penalty: 5061.073730
	Iteration 53Q: 3 clusters Score -5300754 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -5300713.000000 Penalty: 5061.073730
	Iteration 54Q: 3 clusters Score -5300713 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5300678.000000 Penalty: 5061.073730
	Iteration 55Q: 3 clusters Score -5300678 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -5300634.000000 Penalty: 5061.073730
	Iteration 56Q: 3 clusters Score -5300634 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5300625.000000 Penalty: 5061.073730
	Iteration 57Q: 3 clusters Score -5300625 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5300535.500000 Penalty: 5061.073730
	Iteration 58Q: 3 clusters Score -5300536 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5300539.500000 Penalty: 5061.073730
	Iteration 59Q: 3 clusters Score -5300540 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5300579.000000 Penalty: 5061.073730
	Iteration 60F: 3 clusters Score -5300579 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5300516.500000 Penalty: 5061.073730
	Iteration 61Q: 3 clusters Score -5300516 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5300483.500000 Penalty: 5061.073730
	Iteration 62Q: 3 clusters Score -5300484 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5300406.500000 Penalty: 5061.073730
	Iteration 63Q: 3 clusters Score -5300406 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5300320.500000 Penalty: 5061.073730
	Iteration 64Q: 3 clusters Score -5300320 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5300290.000000 Penalty: 5061.073730
	Iteration 65Q: 3 clusters Score -5300290 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5300276.000000 Penalty: 5061.073730
	Iteration 66Q: 3 clusters Score -5300276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5300265.000000 Penalty: 5061.073730
	Iteration 67Q: 3 clusters Score -5300265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5300253.000000 Penalty: 5061.073730
	Iteration 68Q: 3 clusters Score -5300253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5300252.000000 Penalty: 5061.073730
	Iteration 69Q: 3 clusters Score -5300252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5300256.000000 Penalty: 5061.073730
	Iteration 70Q: 3 clusters Score -5300256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5300267.000000 Penalty: 5061.073730
	Iteration 71Q: 3 clusters Score -5300267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5300264.000000 Penalty: 5061.073730
	Iteration 72Q: 3 clusters Score -5300264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5300266.000000 Penalty: 5061.073730
	Iteration 73Q: 3 clusters Score -5300266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5300270.000000 Penalty: 5061.073730
	Iteration 74Q: 3 clusters Score -5300270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5300269.500000 Penalty: 5061.073730
	Iteration 75Q: 3 clusters Score -5300270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5300265.500000 Penalty: 5061.073730
	Iteration 76Q: 3 clusters Score -5300266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5300266.500000 Penalty: 5061.073730
	Iteration 77Q: 3 clusters Score -5300266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5300266.500000 Penalty: 5061.073730
	Iteration 78F: 3 clusters Score -5300266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -121025.984375 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -121026 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 379 members 
Entering Unmasked Estep 
Score: -119350.812500 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -119350.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -119652.078125 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -119652.1 nChanged 50
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: -119758.453125 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -119758.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -119839.445312 Penalty: 3273.535889
	Iteration 3Q: 3 clusters Score -119839.4 nChanged 27
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: -119883.742188 Penalty: 3273.535889
	Iteration 4Q: 3 clusters Score -119883.7 nChanged 16
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: -119923.054688 Penalty: 3273.535889
	Iteration 5Q: 3 clusters Score -119923.1 nChanged 14
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: -119947.164062 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -119947.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119966.492188 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -119966.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -119991.109375 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -119991.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -120006.507812 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -120006.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -120025.781250 Penalty: 3273.535889
	Iteration 10Q: 3 clusters Score -120025.8 nChanged 9
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: -120049.632812 Penalty: 3273.535889
	Iteration 11Q: 3 clusters Score -120049.6 nChanged 9
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: -120076.164062 Penalty: 3273.535889
	Iteration 12Q: 3 clusters Score -120076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120082.867188 Penalty: 3273.535889
	Iteration 13Q: 3 clusters Score -120082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120096.507812 Penalty: 3273.535889
	Iteration 14Q: 3 clusters Score -120096.5 nChanged 1
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: -120097.398438 Penalty: 3273.535889
	Iteration 15Q: 3 clusters Score -120097.4 nChanged 0
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: -120097.398438 Penalty: 3273.535889
	Iteration 16F: 3 clusters Score -120097.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 26198 members 
Mstep: Class 6 contains 29669 members 
Mstep: Class 7 contains 4819 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14567 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 13737 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 30441 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26885 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22379 members 
Mstep: Class 30 contains 46528 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19207 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17129 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 26860 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17135 members 
Mstep: Class 41 contains 1451 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2297 members 
Mstep: Class 44 contains 27752 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8698 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 27005 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202848.000000 Penalty: 167425.093750
Iteration 159Q: 53 clusters Score -8.420285e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 15040 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 29751 members 
Mstep: Class 7 contains 4817 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14560 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6505 members 
Mstep: Class 14 contains 13737 members 
Mstep: Class 15 contains 4999 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 30505 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 27310 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 5966 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22365 members 
Mstep: Class 30 contains 46508 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19149 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17131 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 26594 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17128 members 
Mstep: Class 41 contains 1450 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2297 members 
Mstep: Class 44 contains 27591 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8681 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26892 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203072.000000 Penalty: 167425.093750
Iteration 160F: 53 clusters Score -8.420307e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 15043 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 26655 members 
Mstep: Class 6 contains 29832 members 
Mstep: Class 7 contains 4817 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14556 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 13702 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 30557 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 27664 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 5974 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22335 members 
Mstep: Class 30 contains 46505 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19135 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17132 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 26364 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17136 members 
Mstep: Class 41 contains 1450 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2297 members 
Mstep: Class 44 contains 27439 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8670 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26799 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203280.000000 Penalty: 167425.093750
Iteration 161Q: 53 clusters Score -8.420328e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 15047 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 26865 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 4817 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14558 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 5020 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6511 members 
Mstep: Class 14 contains 13662 members 
Mstep: Class 15 contains 5001 members 
Mstep: Class 16 contains 2985 members 
Mstep: Class 17 contains 30624 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 28003 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 5982 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 22304 members 
Mstep: Class 30 contains 46477 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19093 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17138 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 26196 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17133 members 
Mstep: Class 41 contains 1450 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2299 members 
Mstep: Class 44 contains 27282 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8662 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26716 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203704.000000 Penalty: 167425.093750
Iteration 162Q: 53 clusters Score -8.42037e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 15049 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 27090 members 
Mstep: Class 6 contains 29989 members 
Mstep: Class 7 contains 4814 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14554 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6510 members 
Mstep: Class 14 contains 13629 members 
Mstep: Class 15 contains 5002 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 30695 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 28282 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 22275 members 
Mstep: Class 30 contains 46461 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19067 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17136 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 26008 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17135 members 
Mstep: Class 41 contains 1450 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 27171 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8651 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26617 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203760.000000 Penalty: 167425.093750
Iteration 163Q: 53 clusters Score -8.420376e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 15045 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 27313 members 
Mstep: Class 6 contains 30111 members 
Mstep: Class 7 contains 4813 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14544 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 5020 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 13605 members 
Mstep: Class 15 contains 5003 members 
Mstep: Class 16 contains 2987 members 
Mstep: Class 17 contains 30758 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 28508 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 5983 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4049 members 
Mstep: Class 29 contains 22250 members 
Mstep: Class 30 contains 46412 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19048 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17139 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 25821 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17135 members 
Mstep: Class 41 contains 1450 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2305 members 
Mstep: Class 44 contains 27078 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8643 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26538 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204288.000000 Penalty: 167425.093750
Iteration 164Q: 53 clusters Score -8.420429e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 15045 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 27574 members 
Mstep: Class 6 contains 30237 members 
Mstep: Class 7 contains 4813 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14546 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 13570 members 
Mstep: Class 15 contains 5004 members 
Mstep: Class 16 contains 2987 members 
Mstep: Class 17 contains 30820 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 28717 members 
Mstep: Class 23 contains 2228 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 5983 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 22208 members 
Mstep: Class 30 contains 46341 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19030 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17149 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 25632 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17130 members 
Mstep: Class 41 contains 1450 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2305 members 
Mstep: Class 44 contains 27016 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8641 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26429 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204304.000000 Penalty: 167425.093750
Iteration 165Q: 53 clusters Score -8.42043e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 15042 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 27881 members 
Mstep: Class 6 contains 30355 members 
Mstep: Class 7 contains 4812 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14536 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6513 members 
Mstep: Class 14 contains 13538 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 30840 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 28868 members 
Mstep: Class 23 contains 2228 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 22167 members 
Mstep: Class 30 contains 46273 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 18998 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17163 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 25484 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17121 members 
Mstep: Class 41 contains 1449 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 26948 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8633 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26376 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204456.000000 Penalty: 167425.093750
Iteration 166Q: 53 clusters Score -8.420446e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 15042 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 28182 members 
Mstep: Class 6 contains 30438 members 
Mstep: Class 7 contains 4810 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14529 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 5020 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 13523 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 30828 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 28994 members 
Mstep: Class 23 contains 2228 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 5985 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 22137 members 
Mstep: Class 30 contains 46231 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 18975 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17175 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 25403 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17116 members 
Mstep: Class 41 contains 1448 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 26854 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8636 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26315 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204272.000000 Penalty: 167425.093750
Iteration 167Q: 53 clusters Score -8.420427e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 15042 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 28530 members 
Mstep: Class 6 contains 30507 members 
Mstep: Class 7 contains 4806 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14535 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 5020 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 13504 members 
Mstep: Class 15 contains 5008 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 30811 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 29012 members 
Mstep: Class 23 contains 2228 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 5984 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 22110 members 
Mstep: Class 30 contains 46167 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 18944 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17190 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 25411 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17104 members 
Mstep: Class 41 contains 1449 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2309 members 
Mstep: Class 44 contains 26779 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8645 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26222 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204128.000000 Penalty: 167425.093750
Iteration 168Q: 53 clusters Score -8.420413e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 15032 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 28869 members 
Mstep: Class 6 contains 30578 members 
Mstep: Class 7 contains 4803 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14537 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6511 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 30740 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 28993 members 
Mstep: Class 23 contains 2228 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 5983 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 22087 members 
Mstep: Class 30 contains 46125 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 18954 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17202 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 25457 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17096 members 
Mstep: Class 41 contains 1449 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2311 members 
Mstep: Class 44 contains 26701 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8638 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26168 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203968.000000 Penalty: 167425.093750
Iteration 169Q: 53 clusters Score -8.420397e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 29148 members 
Mstep: Class 6 contains 30625 members 
Mstep: Class 7 contains 4799 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14537 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6513 members 
Mstep: Class 14 contains 13477 members 
Mstep: Class 15 contains 5010 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 30663 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 28941 members 
Mstep: Class 23 contains 2228 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 5981 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 22067 members 
Mstep: Class 30 contains 46097 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 18965 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17202 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 25524 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17095 members 
Mstep: Class 41 contains 1446 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 26653 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8632 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26117 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203904.000000 Penalty: 167425.093750
Iteration 170Q: 53 clusters Score -8.42039e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 29329 members 
Mstep: Class 6 contains 30664 members 
Mstep: Class 7 contains 4797 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14532 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6514 members 
Mstep: Class 14 contains 13479 members 
Mstep: Class 15 contains 5011 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 30641 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 28832 members 
Mstep: Class 23 contains 2228 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 5972 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22044 members 
Mstep: Class 30 contains 46051 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 18978 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17206 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 25668 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17099 members 
Mstep: Class 41 contains 1445 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2314 members 
Mstep: Class 44 contains 26607 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8631 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26089 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204120.000000 Penalty: 167425.093750
Iteration 171Q: 53 clusters Score -8.420412e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 15024 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 29533 members 
Mstep: Class 6 contains 30684 members 
Mstep: Class 7 contains 4796 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14530 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6514 members 
Mstep: Class 14 contains 13457 members 
Mstep: Class 15 contains 5012 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 30627 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 28734 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 5971 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 22025 members 
Mstep: Class 30 contains 46004 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 18978 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17216 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 25788 members 
Mstep: Class 39 contains 574 members 
Mstep: Class 40 contains 17093 members 
Mstep: Class 41 contains 1444 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2314 members 
Mstep: Class 44 contains 26577 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8626 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26086 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204184.000000 Penalty: 167425.093750
Iteration 172Q: 53 clusters Score -8.420418e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 15016 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 29703 members 
Mstep: Class 6 contains 30707 members 
Mstep: Class 7 contains 4792 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6514 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 5012 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 30642 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 28598 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 5972 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 22007 members 
Mstep: Class 30 contains 45961 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 18998 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17229 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 25907 members 
Mstep: Class 39 contains 575 members 
Mstep: Class 40 contains 17099 members 
Mstep: Class 41 contains 1443 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2314 members 
Mstep: Class 44 contains 26557 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8619 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26077 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204304.000000 Penalty: 167425.093750
Iteration 173Q: 53 clusters Score -8.42043e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 29845 members 
Mstep: Class 6 contains 30725 members 
Mstep: Class 7 contains 4789 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14520 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6514 members 
Mstep: Class 14 contains 13443 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 30678 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 28441 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5974 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 21997 members 
Mstep: Class 30 contains 45914 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19006 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17236 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 26053 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17094 members 
Mstep: Class 41 contains 1443 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2315 members 
Mstep: Class 44 contains 26530 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8621 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26068 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204432.000000 Penalty: 167425.093750
Iteration 174Q: 53 clusters Score -8.420443e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 15020 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 29984 members 
Mstep: Class 6 contains 30737 members 
Mstep: Class 7 contains 4788 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14522 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6514 members 
Mstep: Class 14 contains 13457 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 30701 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 28245 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5979 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 21988 members 
Mstep: Class 30 contains 45873 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19025 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17241 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 26215 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17092 members 
Mstep: Class 41 contains 1441 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2317 members 
Mstep: Class 44 contains 26539 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8614 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26032 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204176.000000 Penalty: 167425.093750
Iteration 175Q: 53 clusters Score -8.420418e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 15025 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 30121 members 
Mstep: Class 6 contains 30749 members 
Mstep: Class 7 contains 4788 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6514 members 
Mstep: Class 14 contains 13449 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 30718 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 28084 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5981 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 21975 members 
Mstep: Class 30 contains 45835 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19014 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17239 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 26409 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17099 members 
Mstep: Class 41 contains 1439 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2317 members 
Mstep: Class 44 contains 26552 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8612 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 25968 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204056.000000 Penalty: 167425.093750
Iteration 176Q: 53 clusters Score -8.420406e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 15026 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 30232 members 
Mstep: Class 6 contains 30711 members 
Mstep: Class 7 contains 4787 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14516 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6514 members 
Mstep: Class 14 contains 13435 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 30790 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 27919 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5979 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 21990 members 
Mstep: Class 30 contains 45804 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19008 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17240 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 26605 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17101 members 
Mstep: Class 41 contains 1438 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2317 members 
Mstep: Class 44 contains 26534 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8615 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 25927 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204184.000000 Penalty: 167425.093750
Iteration 177Q: 53 clusters Score -8.420418e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 15027 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 30306 members 
Mstep: Class 6 contains 30700 members 
Mstep: Class 7 contains 4784 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14510 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6515 members 
Mstep: Class 14 contains 13435 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 30832 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 27726 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5977 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 22009 members 
Mstep: Class 30 contains 45777 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19006 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17238 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 26803 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17109 members 
Mstep: Class 41 contains 1438 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2319 members 
Mstep: Class 44 contains 26565 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8615 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 25885 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204272.000000 Penalty: 167425.093750
Iteration 178Q: 53 clusters Score -8.420427e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 15024 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 30372 members 
Mstep: Class 6 contains 30684 members 
Mstep: Class 7 contains 4783 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14509 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6515 members 
Mstep: Class 14 contains 13441 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 30862 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 27503 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22028 members 
Mstep: Class 30 contains 45757 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19008 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17240 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27058 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17111 members 
Mstep: Class 41 contains 1437 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2319 members 
Mstep: Class 44 contains 26582 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8612 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 25827 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204384.000000 Penalty: 167425.093750
Iteration 179Q: 53 clusters Score -8.420438e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 15026 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 30385 members 
Mstep: Class 6 contains 30687 members 
Mstep: Class 7 contains 4780 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6515 members 
Mstep: Class 14 contains 13439 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 30898 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 27295 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2266 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 22038 members 
Mstep: Class 30 contains 45721 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19020 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17240 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27321 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17116 members 
Mstep: Class 41 contains 1436 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2321 members 
Mstep: Class 44 contains 26594 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8609 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 25804 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204232.000000 Penalty: 167425.093750
Iteration 180F: 53 clusters Score -8.420423e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 15029 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 30409 members 
Mstep: Class 6 contains 30645 members 
Mstep: Class 7 contains 4779 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14496 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 5014 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6515 members 
Mstep: Class 14 contains 13449 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 30914 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 27103 members 
Mstep: Class 23 contains 2230 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5984 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4063 members 
Mstep: Class 29 contains 22052 members 
Mstep: Class 30 contains 45698 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19046 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17238 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27552 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17118 members 
Mstep: Class 41 contains 1437 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2323 members 
Mstep: Class 44 contains 26579 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8610 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 25809 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204256.000000 Penalty: 167425.093750
Iteration 181Q: 53 clusters Score -8.420426e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 30437 members 
Mstep: Class 6 contains 30590 members 
Mstep: Class 7 contains 4779 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14493 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6513 members 
Mstep: Class 14 contains 13456 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 30938 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26953 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5980 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4061 members 
Mstep: Class 29 contains 22054 members 
Mstep: Class 30 contains 45687 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19076 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17234 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27786 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17118 members 
Mstep: Class 41 contains 1436 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2324 members 
Mstep: Class 44 contains 26542 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8620 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 25812 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204328.000000 Penalty: 167425.093750
Iteration 182Q: 53 clusters Score -8.420433e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 15041 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 30445 members 
Mstep: Class 6 contains 30561 members 
Mstep: Class 7 contains 4777 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14493 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6513 members 
Mstep: Class 14 contains 13447 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 30976 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26808 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5979 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4061 members 
Mstep: Class 29 contains 22055 members 
Mstep: Class 30 contains 45676 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19098 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17231 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27996 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17123 members 
Mstep: Class 41 contains 1435 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2324 members 
Mstep: Class 44 contains 26543 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8627 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 25791 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204128.000000 Penalty: 167425.093750
Iteration 183Q: 53 clusters Score -8.420413e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 15043 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 30423 members 
Mstep: Class 6 contains 30541 members 
Mstep: Class 7 contains 4775 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6514 members 
Mstep: Class 14 contains 13436 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 31016 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26675 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5983 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4064 members 
Mstep: Class 29 contains 22057 members 
Mstep: Class 30 contains 45655 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19124 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17234 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28183 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17123 members 
Mstep: Class 41 contains 1435 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2324 members 
Mstep: Class 44 contains 26556 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8617 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 25795 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204328.000000 Penalty: 167425.093750
Iteration 184Q: 53 clusters Score -8.420433e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 15039 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 30428 members 
Mstep: Class 6 contains 30487 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14485 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5011 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6515 members 
Mstep: Class 14 contains 13434 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 31048 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26535 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5984 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4065 members 
Mstep: Class 29 contains 22064 members 
Mstep: Class 30 contains 45640 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19141 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17238 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28367 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17126 members 
Mstep: Class 41 contains 1435 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2324 members 
Mstep: Class 44 contains 26581 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8609 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 25806 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204448.000000 Penalty: 167425.093750
Iteration 185Q: 53 clusters Score -8.420445e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 15038 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 30443 members 
Mstep: Class 6 contains 30426 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14484 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 5010 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6515 members 
Mstep: Class 14 contains 13439 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 31091 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26387 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5981 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4063 members 
Mstep: Class 29 contains 22059 members 
Mstep: Class 30 contains 45616 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19178 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17236 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28530 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17132 members 
Mstep: Class 41 contains 1434 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2324 members 
Mstep: Class 44 contains 26605 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8608 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 25823 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204352.000000 Penalty: 167425.093750
Iteration 186Q: 53 clusters Score -8.420435e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 15039 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 30448 members 
Mstep: Class 6 contains 30366 members 
Mstep: Class 7 contains 4770 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14480 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5010 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6516 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 31101 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26235 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5981 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4066 members 
Mstep: Class 29 contains 22057 members 
Mstep: Class 30 contains 45603 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19220 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17235 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28689 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17132 members 
Mstep: Class 41 contains 1434 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2324 members 
Mstep: Class 44 contains 26617 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8607 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 25863 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203960.000000 Penalty: 167425.093750
Iteration 187Q: 53 clusters Score -8.420396e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 15040 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 30485 members 
Mstep: Class 6 contains 30293 members 
Mstep: Class 7 contains 4767 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14472 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5009 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6516 members 
Mstep: Class 14 contains 13467 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 31103 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26139 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2265 members 
Mstep: Class 26 contains 5980 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4066 members 
Mstep: Class 29 contains 22060 members 
Mstep: Class 30 contains 45615 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19241 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17234 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28783 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17130 members 
Mstep: Class 41 contains 1434 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2324 members 
Mstep: Class 44 contains 26648 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8605 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 25916 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203976.000000 Penalty: 167425.093750
Iteration 188Q: 53 clusters Score -8.420398e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 15037 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 30517 members 
Mstep: Class 6 contains 30214 members 
Mstep: Class 7 contains 4764 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14464 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 5009 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6518 members 
Mstep: Class 14 contains 13476 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 31113 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26031 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5980 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4064 members 
Mstep: Class 29 contains 22061 members 
Mstep: Class 30 contains 45593 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19256 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17232 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28858 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17139 members 
Mstep: Class 41 contains 1433 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2324 members 
Mstep: Class 44 contains 26730 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8619 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 25962 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203832.000000 Penalty: 167425.093750
Iteration 189Q: 53 clusters Score -8.420383e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 30521 members 
Mstep: Class 6 contains 30142 members 
Mstep: Class 7 contains 4764 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14455 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 5008 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6520 members 
Mstep: Class 14 contains 13481 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 31137 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 25906 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5979 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4062 members 
Mstep: Class 29 contains 22070 members 
Mstep: Class 30 contains 45582 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19274 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17227 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28905 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17148 members 
Mstep: Class 41 contains 1431 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2325 members 
Mstep: Class 44 contains 26828 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8625 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26036 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203776.000000 Penalty: 167425.093750
Iteration 190Q: 53 clusters Score -8.420378e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 30527 members 
Mstep: Class 6 contains 30130 members 
Mstep: Class 7 contains 4762 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14444 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6520 members 
Mstep: Class 14 contains 13493 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 31140 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 25812 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5979 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4066 members 
Mstep: Class 29 contains 22065 members 
Mstep: Class 30 contains 45558 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19277 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17229 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28951 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17156 members 
Mstep: Class 41 contains 1430 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2326 members 
Mstep: Class 44 contains 26905 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8628 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26096 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203584.000000 Penalty: 167425.093750
Iteration 191Q: 53 clusters Score -8.420358e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 30522 members 
Mstep: Class 6 contains 30101 members 
Mstep: Class 7 contains 4759 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14432 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6521 members 
Mstep: Class 14 contains 13509 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 31139 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 25736 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5979 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4069 members 
Mstep: Class 29 contains 22061 members 
Mstep: Class 30 contains 45537 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19297 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17229 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28980 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17166 members 
Mstep: Class 41 contains 1430 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2328 members 
Mstep: Class 44 contains 26979 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8626 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26155 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203488.000000 Penalty: 167425.093750
Iteration 192Q: 53 clusters Score -8.420349e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 30506 members 
Mstep: Class 6 contains 30084 members 
Mstep: Class 7 contains 4758 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5008 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 13518 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 31138 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 25655 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4069 members 
Mstep: Class 29 contains 22068 members 
Mstep: Class 30 contains 45510 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19315 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17222 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29023 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17178 members 
Mstep: Class 41 contains 1430 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27058 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8625 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26214 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203480.000000 Penalty: 167425.093750
Iteration 193Q: 53 clusters Score -8.420348e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 30503 members 
Mstep: Class 6 contains 30053 members 
Mstep: Class 7 contains 4758 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14418 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5008 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 13530 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 31144 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25599 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5977 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4066 members 
Mstep: Class 29 contains 22077 members 
Mstep: Class 30 contains 45506 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19339 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17220 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29078 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17185 members 
Mstep: Class 41 contains 1431 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27083 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8622 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26257 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203400.000000 Penalty: 167425.093750
Iteration 194Q: 53 clusters Score -8.42034e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 30484 members 
Mstep: Class 6 contains 30024 members 
Mstep: Class 7 contains 4756 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14414 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5008 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 13541 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2994 members 
Mstep: Class 17 contains 31144 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25577 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5977 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4062 members 
Mstep: Class 29 contains 22078 members 
Mstep: Class 30 contains 45484 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19363 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17216 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29116 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17190 members 
Mstep: Class 41 contains 1430 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27104 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8624 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26317 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203520.000000 Penalty: 167425.093750
Iteration 195Q: 53 clusters Score -8.420352e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 30469 members 
Mstep: Class 6 contains 29999 members 
Mstep: Class 7 contains 4755 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14415 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6523 members 
Mstep: Class 14 contains 13555 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 31176 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25517 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4063 members 
Mstep: Class 29 contains 22087 members 
Mstep: Class 30 contains 45449 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 19420 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17214 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29146 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17191 members 
Mstep: Class 41 contains 1430 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27090 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8623 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26376 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203512.000000 Penalty: 167425.093750
Iteration 196Q: 53 clusters Score -8.420351e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30447 members 
Mstep: Class 6 contains 29961 members 
Mstep: Class 7 contains 4755 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14418 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6524 members 
Mstep: Class 14 contains 13567 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 31226 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25495 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5979 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4063 members 
Mstep: Class 29 contains 22081 members 
Mstep: Class 30 contains 45422 members 
Mstep: Class 31 contains 728 members 
Mstep: Class 32 contains 19451 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17212 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29145 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17189 members 
Mstep: Class 41 contains 1430 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27114 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8626 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26417 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203600.000000 Penalty: 167425.093750
Iteration 197Q: 53 clusters Score -8.42036e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30425 members 
Mstep: Class 6 contains 29911 members 
Mstep: Class 7 contains 4754 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14419 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 13583 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 31278 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25462 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5979 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22091 members 
Mstep: Class 30 contains 45395 members 
Mstep: Class 31 contains 729 members 
Mstep: Class 32 contains 19480 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17213 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29137 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17187 members 
Mstep: Class 41 contains 1428 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27129 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8629 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 26472 members 
Mstep: Class 52 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203672.000000 Penalty: 167425.093750
Iteration 198Q: 53 clusters Score -8.420367e+07 nChanged 1016
Entering ConstructFrom: 
Score: -84203672.000000 Penalty: 167425.093750
Entering ConstructFrom: 
Trying to split cluster 1 (3244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Entering Unmasked Estep 
Score: -635905.375000 Penalty: 2004.971436
	Iteration 0F: 2 clusters Score -635905.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -632464.250000 Penalty: 4009.942871
	Iteration 0F: 3 clusters Score -632464.2 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -633142.312500 Penalty: 4009.942871
	Iteration 1F: 3 clusters Score -633142.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -633304.875000 Penalty: 4009.942871
	Iteration 2F: 3 clusters Score -633304.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -633388.562500 Penalty: 4009.942871
	Iteration 3Q: 3 clusters Score -633388.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -633438.625000 Penalty: 4009.942871
	Iteration 4Q: 3 clusters Score -633438.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -633470.625000 Penalty: 4009.942871
	Iteration 5Q: 3 clusters Score -633470.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -633496.125000 Penalty: 4009.942871
	Iteration 6Q: 3 clusters Score -633496.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -633517.187500 Penalty: 4009.942871
	Iteration 7Q: 3 clusters Score -633517.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -633534.500000 Penalty: 4009.942871
	Iteration 8Q: 3 clusters Score -633534.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -633549.625000 Penalty: 4009.942871
	Iteration 9Q: 3 clusters Score -633549.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -633556.937500 Penalty: 4009.942871
	Iteration 10Q: 3 clusters Score -633556.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -633563.750000 Penalty: 4009.942871
	Iteration 11Q: 3 clusters Score -633563.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -633572.125000 Penalty: 4009.942871
	Iteration 12Q: 3 clusters Score -633572.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -633579.750000 Penalty: 4009.942871
	Iteration 13Q: 3 clusters Score -633579.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -633588.937500 Penalty: 4009.942871
	Iteration 14Q: 3 clusters Score -633588.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -633598.000000 Penalty: 4009.942871
	Iteration 15Q: 3 clusters Score -633598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -633604.937500 Penalty: 4009.942871
	Iteration 16Q: 3 clusters Score -633604.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -633610.937500 Penalty: 4009.942871
	Iteration 17Q: 3 clusters Score -633610.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -633616.937500 Penalty: 4009.942871
	Iteration 18Q: 3 clusters Score -633616.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -633621.437500 Penalty: 4009.942871
	Iteration 19Q: 3 clusters Score -633621.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -633625.000000 Penalty: 4009.942871
	Iteration 20F: 3 clusters Score -633625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -633627.250000 Penalty: 4009.942871
	Iteration 21Q: 3 clusters Score -633627.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -633628.312500 Penalty: 4009.942871
	Iteration 22Q: 3 clusters Score -633628.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -633629.750000 Penalty: 4009.942871
	Iteration 23Q: 3 clusters Score -633629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -633631.312500 Penalty: 4009.942871
	Iteration 24Q: 3 clusters Score -633631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -633632.312500 Penalty: 4009.942871
	Iteration 25Q: 3 clusters Score -633632.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -633634.000000 Penalty: 4009.942871
	Iteration 26Q: 3 clusters Score -633634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -633636.875000 Penalty: 4009.942871
	Iteration 27Q: 3 clusters Score -633636.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -633639.875000 Penalty: 4009.942871
	Iteration 28Q: 3 clusters Score -633639.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -633641.625000 Penalty: 4009.942871
	Iteration 29Q: 3 clusters Score -633641.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -633644.000000 Penalty: 4009.942871
	Iteration 30Q: 3 clusters Score -633644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -633646.312500 Penalty: 4009.942871
	Iteration 31Q: 3 clusters Score -633646.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -633647.312500 Penalty: 4009.942871
	Iteration 32Q: 3 clusters Score -633647.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -633647.125000 Penalty: 4009.942871
	Iteration 33Q: 3 clusters Score -633647.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -633647.125000 Penalty: 4009.942871
	Iteration 34F: 3 clusters Score -633647.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Entering Unmasked Estep 
Score: -3221640.750000 Penalty: 2385.297852
	Iteration 0F: 2 clusters Score -3221641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3211390.500000 Penalty: 4770.595703
	Iteration 0F: 3 clusters Score -3211390 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3214845.500000 Penalty: 4770.595703
	Iteration 1F: 3 clusters Score -3214846 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3215403.500000 Penalty: 4770.595703
	Iteration 2F: 3 clusters Score -3215404 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3216078.500000 Penalty: 4770.595703
	Iteration 3F: 3 clusters Score -3216078 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3216782.250000 Penalty: 4770.595703
	Iteration 4F: 3 clusters Score -3216782 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3217622.000000 Penalty: 4770.595703
	Iteration 5F: 3 clusters Score -3217622 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3218465.000000 Penalty: 4770.595703
	Iteration 6F: 3 clusters Score -3218465 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -3219188.000000 Penalty: 4770.595703
	Iteration 7F: 3 clusters Score -3219188 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3219714.500000 Penalty: 4770.595703
	Iteration 8Q: 3 clusters Score -3219714 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -3220029.750000 Penalty: 4770.595703
	Iteration 9Q: 3 clusters Score -3220030 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3220164.000000 Penalty: 4770.595703
	Iteration 10Q: 3 clusters Score -3220164 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3220229.250000 Penalty: 4770.595703
	Iteration 11Q: 3 clusters Score -3220229 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -3220276.250000 Penalty: 4770.595703
	Iteration 12Q: 3 clusters Score -3220276 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3220291.500000 Penalty: 4770.595703
	Iteration 13Q: 3 clusters Score -3220292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3220295.750000 Penalty: 4770.595703
	Iteration 14Q: 3 clusters Score -3220296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -3220310.250000 Penalty: 4770.595703
	Iteration 15Q: 3 clusters Score -3220310 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -3220313.250000 Penalty: 4770.595703
	Iteration 16Q: 3 clusters Score -3220313 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -3220337.500000 Penalty: 4770.595703
	Iteration 17Q: 3 clusters Score -3220338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -3220338.250000 Penalty: 4770.595703
	Iteration 18Q: 3 clusters Score -3220338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3220353.000000 Penalty: 4770.595703
	Iteration 19Q: 3 clusters Score -3220353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3220347.250000 Penalty: 4770.595703
	Iteration 20F: 3 clusters Score -3220347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3220355.000000 Penalty: 4770.595703
	Iteration 21Q: 3 clusters Score -3220355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3220355.250000 Penalty: 4770.595703
	Iteration 22Q: 3 clusters Score -3220355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3220356.500000 Penalty: 4770.595703
	Iteration 23Q: 3 clusters Score -3220356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3220358.750000 Penalty: 4770.595703
	Iteration 24Q: 3 clusters Score -3220359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3220359.750000 Penalty: 4770.595703
	Iteration 25Q: 3 clusters Score -3220360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3220359.000000 Penalty: 4770.595703
	Iteration 26Q: 3 clusters Score -3220359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3220361.250000 Penalty: 4770.595703
	Iteration 27Q: 3 clusters Score -3220361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -3220355.500000 Penalty: 4770.595703
	Iteration 28Q: 3 clusters Score -3220356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -3220358.500000 Penalty: 4770.595703
	Iteration 29Q: 3 clusters Score -3220358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3220358.000000 Penalty: 4770.595703
	Iteration 30Q: 3 clusters Score -3220358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3220356.500000 Penalty: 4770.595703
	Iteration 31Q: 3 clusters Score -3220356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3220360.250000 Penalty: 4770.595703
	Iteration 32Q: 3 clusters Score -3220360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3220353.750000 Penalty: 4770.595703
	Iteration 33Q: 3 clusters Score -3220354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3220353.750000 Penalty: 4770.595703
	Iteration 34F: 3 clusters Score -3220354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -51756.046875 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -51756.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50458.468750 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -50458.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50565.332031 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -50565.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50602.433594 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -50602.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50626.347656 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -50626.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -50644.808594 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -50644.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -50660.218750 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -50660.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -50665.484375 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -50665.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -50665.484375 Penalty: 2834.011475
	Iteration 7F: 3 clusters Score -50665.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -277478.875000 Penalty: 1831.229370
	Iteration 0F: 2 clusters Score -277478.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -275252.250000 Penalty: 3662.458740
	Iteration 0F: 3 clusters Score -275252.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -276007.906250 Penalty: 3662.458740
	Iteration 1F: 3 clusters Score -276007.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -276460.218750 Penalty: 3662.458740
	Iteration 2F: 3 clusters Score -276460.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -276707.031250 Penalty: 3662.458740
	Iteration 3F: 3 clusters Score -276707 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -276881.687500 Penalty: 3662.458740
	Iteration 4F: 3 clusters Score -276881.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -277036.406250 Penalty: 3662.458740
	Iteration 5Q: 3 clusters Score -277036.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -277176.812500 Penalty: 3662.458740
	Iteration 6Q: 3 clusters Score -277176.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -277249.625000 Penalty: 3662.458740
	Iteration 7Q: 3 clusters Score -277249.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -277300.406250 Penalty: 3662.458740
	Iteration 8Q: 3 clusters Score -277300.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -277330.250000 Penalty: 3662.458740
	Iteration 9Q: 3 clusters Score -277330.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -277361.687500 Penalty: 3662.458740
	Iteration 10Q: 3 clusters Score -277361.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -277378.781250 Penalty: 3662.458740
	Iteration 11Q: 3 clusters Score -277378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -277388.718750 Penalty: 3662.458740
	Iteration 12Q: 3 clusters Score -277388.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -277403.250000 Penalty: 3662.458740
	Iteration 13Q: 3 clusters Score -277403.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -277410.906250 Penalty: 3662.458740
	Iteration 14Q: 3 clusters Score -277410.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -277414.250000 Penalty: 3662.458740
	Iteration 15Q: 3 clusters Score -277414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -277415.531250 Penalty: 3662.458740
	Iteration 16Q: 3 clusters Score -277415.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -277415.968750 Penalty: 3662.458740
	Iteration 17Q: 3 clusters Score -277416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -277415.968750 Penalty: 3662.458740
	Iteration 18F: 3 clusters Score -277416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Entering Unmasked Estep 
Score: -5957196.000000 Penalty: 2560.043701
	Iteration 0F: 2 clusters Score -5957196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -5938166.500000 Penalty: 5120.087402
	Iteration 0F: 3 clusters Score -5938166 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -5945771.500000 Penalty: 5120.087402
	Iteration 1F: 3 clusters Score -5945772 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -5946222.000000 Penalty: 5120.087402
	Iteration 2Q: 3 clusters Score -5946222 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -5946705.000000 Penalty: 5120.087402
	Iteration 3Q: 3 clusters Score -5946705 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -5947224.500000 Penalty: 5120.087402
	Iteration 4Q: 3 clusters Score -5947224 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -5948033.500000 Penalty: 5120.087402
	Iteration 5Q: 3 clusters Score -5948034 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -5949104.500000 Penalty: 5120.087402
	Iteration 6F: 3 clusters Score -5949104 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -5950530.000000 Penalty: 5120.087402
	Iteration 7F: 3 clusters Score -5950530 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -5952109.500000 Penalty: 5120.087402
	Iteration 8F: 3 clusters Score -5952110 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -5953562.500000 Penalty: 5120.087402
	Iteration 9F: 3 clusters Score -5953562 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -5954388.000000 Penalty: 5120.087402
	Iteration 10F: 3 clusters Score -5954388 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -5954741.000000 Penalty: 5120.087402
	Iteration 11Q: 3 clusters Score -5954741 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -5954870.500000 Penalty: 5120.087402
	Iteration 12Q: 3 clusters Score -5954870 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -5954951.000000 Penalty: 5120.087402
	Iteration 13Q: 3 clusters Score -5954951 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -5954984.500000 Penalty: 5120.087402
	Iteration 14Q: 3 clusters Score -5954984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -5955038.500000 Penalty: 5120.087402
	Iteration 15Q: 3 clusters Score -5955038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -5955086.500000 Penalty: 5120.087402
	Iteration 16Q: 3 clusters Score -5955086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -5955102.500000 Penalty: 5120.087402
	Iteration 17Q: 3 clusters Score -5955102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -5955126.000000 Penalty: 5120.087402
	Iteration 18Q: 3 clusters Score -5955126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -5955126.000000 Penalty: 5120.087402
	Iteration 19Q: 3 clusters Score -5955126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -5955141.500000 Penalty: 5120.087402
	Iteration 20F: 3 clusters Score -5955142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -5955139.500000 Penalty: 5120.087402
	Iteration 21Q: 3 clusters Score -5955140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -5955139.500000 Penalty: 5120.087402
	Iteration 22Q: 3 clusters Score -5955140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -5955143.500000 Penalty: 5120.087402
	Iteration 23Q: 3 clusters Score -5955144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -5955144.500000 Penalty: 5120.087402
	Iteration 24Q: 3 clusters Score -5955144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -5955142.000000 Penalty: 5120.087402
	Iteration 25Q: 3 clusters Score -5955142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -5955143.000000 Penalty: 5120.087402
	Iteration 26Q: 3 clusters Score -5955143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -5955143.000000 Penalty: 5120.087402
	Iteration 27F: 3 clusters Score -5955143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Entering Unmasked Estep 
Score: -5807462.000000 Penalty: 2555.186035
	Iteration 0F: 2 clusters Score -5807462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -5787737.000000 Penalty: 5110.372070
	Iteration 0F: 3 clusters Score -5787737 nChanged 13398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -5794904.500000 Penalty: 5110.372070
	Iteration 1F: 3 clusters Score -5794904 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -5795294.500000 Penalty: 5110.372070
	Iteration 2Q: 3 clusters Score -5795294 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -5795574.000000 Penalty: 5110.372070
	Iteration 3Q: 3 clusters Score -5795574 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -5795801.500000 Penalty: 5110.372070
	Iteration 4Q: 3 clusters Score -5795802 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -5796032.000000 Penalty: 5110.372070
	Iteration 5Q: 3 clusters Score -5796032 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -5796250.500000 Penalty: 5110.372070
	Iteration 6Q: 3 clusters Score -5796250 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -5796548.000000 Penalty: 5110.372070
	Iteration 7Q: 3 clusters Score -5796548 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -5797001.500000 Penalty: 5110.372070
	Iteration 8Q: 3 clusters Score -5797002 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -5797683.500000 Penalty: 5110.372070
	Iteration 9Q: 3 clusters Score -5797684 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -5798619.500000 Penalty: 5110.372070
	Iteration 10F: 3 clusters Score -5798620 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5799955.000000 Penalty: 5110.372070
	Iteration 11F: 3 clusters Score -5799955 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -5801679.000000 Penalty: 5110.372070
	Iteration 12F: 3 clusters Score -5801679 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -5803130.000000 Penalty: 5110.372070
	Iteration 13F: 3 clusters Score -5803130 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -5804072.500000 Penalty: 5110.372070
	Iteration 14Q: 3 clusters Score -5804072 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -5804619.500000 Penalty: 5110.372070
	Iteration 15Q: 3 clusters Score -5804620 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -5804873.500000 Penalty: 5110.372070
	Iteration 16Q: 3 clusters Score -5804874 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -5805038.500000 Penalty: 5110.372070
	Iteration 17Q: 3 clusters Score -5805038 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -5805126.000000 Penalty: 5110.372070
	Iteration 18Q: 3 clusters Score -5805126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -5805161.000000 Penalty: 5110.372070
	Iteration 19Q: 3 clusters Score -5805161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -5805190.500000 Penalty: 5110.372070
	Iteration 20F: 3 clusters Score -5805190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -5805218.000000 Penalty: 5110.372070
	Iteration 21Q: 3 clusters Score -5805218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -5805225.500000 Penalty: 5110.372070
	Iteration 22Q: 3 clusters Score -5805226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -5805230.000000 Penalty: 5110.372070
	Iteration 23Q: 3 clusters Score -5805230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -5805229.500000 Penalty: 5110.372070
	Iteration 24Q: 3 clusters Score -5805230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -5805231.000000 Penalty: 5110.372070
	Iteration 25Q: 3 clusters Score -5805231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -5805240.000000 Penalty: 5110.372070
	Iteration 26Q: 3 clusters Score -5805240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -5805247.500000 Penalty: 5110.372070
	Iteration 27Q: 3 clusters Score -5805248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -5805245.500000 Penalty: 5110.372070
	Iteration 28Q: 3 clusters Score -5805246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -5805244.500000 Penalty: 5110.372070
	Iteration 29Q: 3 clusters Score -5805244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -5805246.000000 Penalty: 5110.372070
	Iteration 30Q: 3 clusters Score -5805246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -5805246.000000 Penalty: 5110.372070
	Iteration 31F: 3 clusters Score -5805246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Entering Unmasked Estep 
Score: -865648.750000 Penalty: 2099.751953
	Iteration 0F: 2 clusters Score -865648.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -861358.437500 Penalty: 4199.503906
	Iteration 0F: 3 clusters Score -861358.4 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -862584.812500 Penalty: 4199.503906
	Iteration 1F: 3 clusters Score -862584.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -862949.937500 Penalty: 4199.503906
	Iteration 2F: 3 clusters Score -862949.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -863243.875000 Penalty: 4199.503906
	Iteration 3F: 3 clusters Score -863243.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -863496.375000 Penalty: 4199.503906
	Iteration 4F: 3 clusters Score -863496.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -863783.625000 Penalty: 4199.503906
	Iteration 5F: 3 clusters Score -863783.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -864110.500000 Penalty: 4199.503906
	Iteration 6F: 3 clusters Score -864110.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -864453.437500 Penalty: 4199.503906
	Iteration 7F: 3 clusters Score -864453.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -864763.312500 Penalty: 4199.503906
	Iteration 8F: 3 clusters Score -864763.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -864966.000000 Penalty: 4199.503906
	Iteration 9Q: 3 clusters Score -864966 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -865121.312500 Penalty: 4199.503906
	Iteration 10Q: 3 clusters Score -865121.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -865228.812500 Penalty: 4199.503906
	Iteration 11Q: 3 clusters Score -865228.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -865313.937500 Penalty: 4199.503906
	Iteration 12Q: 3 clusters Score -865313.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -865374.750000 Penalty: 4199.503906
	Iteration 13Q: 3 clusters Score -865374.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -865396.812500 Penalty: 4199.503906
	Iteration 14Q: 3 clusters Score -865396.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -865409.687500 Penalty: 4199.503906
	Iteration 15Q: 3 clusters Score -865409.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -865412.187500 Penalty: 4199.503906
	Iteration 16Q: 3 clusters Score -865412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -865415.000000 Penalty: 4199.503906
	Iteration 17Q: 3 clusters Score -865415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -865416.062500 Penalty: 4199.503906
	Iteration 18Q: 3 clusters Score -865416.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -865420.312500 Penalty: 4199.503906
	Iteration 19Q: 3 clusters Score -865420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -865423.750000 Penalty: 4199.503906
	Iteration 20F: 3 clusters Score -865423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -865425.312500 Penalty: 4199.503906
	Iteration 21Q: 3 clusters Score -865425.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -865428.437500 Penalty: 4199.503906
	Iteration 22Q: 3 clusters Score -865428.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -865428.000000 Penalty: 4199.503906
	Iteration 23Q: 3 clusters Score -865428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -865429.562500 Penalty: 4199.503906
	Iteration 24Q: 3 clusters Score -865429.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -865430.500000 Penalty: 4199.503906
	Iteration 25Q: 3 clusters Score -865430.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -865431.375000 Penalty: 4199.503906
	Iteration 26Q: 3 clusters Score -865431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -865431.625000 Penalty: 4199.503906
	Iteration 27Q: 3 clusters Score -865431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -865431.625000 Penalty: 4199.503906
	Iteration 28F: 3 clusters Score -865431.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -58268.097656 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -58268.1 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 172 members 
Entering Unmasked Estep 
Score: -57071.812500 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -57071.81 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -57231.539062 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -57231.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -57279.886719 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -57279.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -57304.632812 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -57304.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -57313.789062 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -57313.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -57324.789062 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -57324.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -57328.925781 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -57328.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -57330.027344 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -57330.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -57330.027344 Penalty: 2922.255371
	Iteration 8F: 3 clusters Score -57330.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Entering Unmasked Estep 
Score: -3084386.750000 Penalty: 2374.974609
	Iteration 0F: 2 clusters Score -3084387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3074267.750000 Penalty: 4749.949219
	Iteration 0F: 3 clusters Score -3074268 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3077508.000000 Penalty: 4749.949219
	Iteration 1F: 3 clusters Score -3077508 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3077846.000000 Penalty: 4749.949219
	Iteration 2F: 3 clusters Score -3077846 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3078135.000000 Penalty: 4749.949219
	Iteration 3Q: 3 clusters Score -3078135 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3078365.250000 Penalty: 4749.949219
	Iteration 4Q: 3 clusters Score -3078365 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3078653.250000 Penalty: 4749.949219
	Iteration 5Q: 3 clusters Score -3078653 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3078960.250000 Penalty: 4749.949219
	Iteration 6Q: 3 clusters Score -3078960 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3079339.250000 Penalty: 4749.949219
	Iteration 7Q: 3 clusters Score -3079339 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3079750.500000 Penalty: 4749.949219
	Iteration 8Q: 3 clusters Score -3079750 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3080219.000000 Penalty: 4749.949219
	Iteration 9Q: 3 clusters Score -3080219 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3080659.500000 Penalty: 4749.949219
	Iteration 10Q: 3 clusters Score -3080660 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3081099.250000 Penalty: 4749.949219
	Iteration 11Q: 3 clusters Score -3081099 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3081508.500000 Penalty: 4749.949219
	Iteration 12Q: 3 clusters Score -3081508 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3081826.250000 Penalty: 4749.949219
	Iteration 13Q: 3 clusters Score -3081826 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3082059.500000 Penalty: 4749.949219
	Iteration 14Q: 3 clusters Score -3082060 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3082261.000000 Penalty: 4749.949219
	Iteration 15Q: 3 clusters Score -3082261 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3082402.250000 Penalty: 4749.949219
	Iteration 16Q: 3 clusters Score -3082402 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3082502.500000 Penalty: 4749.949219
	Iteration 17Q: 3 clusters Score -3082502 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3082572.500000 Penalty: 4749.949219
	Iteration 18Q: 3 clusters Score -3082572 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -3082624.750000 Penalty: 4749.949219
	Iteration 19Q: 3 clusters Score -3082625 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -3082676.750000 Penalty: 4749.949219
	Iteration 20F: 3 clusters Score -3082677 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -3082702.250000 Penalty: 4749.949219
	Iteration 21Q: 3 clusters Score -3082702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3082732.750000 Penalty: 4749.949219
	Iteration 22Q: 3 clusters Score -3082733 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3082750.750000 Penalty: 4749.949219
	Iteration 23Q: 3 clusters Score -3082751 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3082761.000000 Penalty: 4749.949219
	Iteration 24Q: 3 clusters Score -3082761 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3082777.500000 Penalty: 4749.949219
	Iteration 25Q: 3 clusters Score -3082778 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3082784.000000 Penalty: 4749.949219
	Iteration 26Q: 3 clusters Score -3082784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3082796.250000 Penalty: 4749.949219
	Iteration 27Q: 3 clusters Score -3082796 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3082798.250000 Penalty: 4749.949219
	Iteration 28Q: 3 clusters Score -3082798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3082807.750000 Penalty: 4749.949219
	Iteration 29Q: 3 clusters Score -3082808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3082805.000000 Penalty: 4749.949219
	Iteration 30Q: 3 clusters Score -3082805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3082801.750000 Penalty: 4749.949219
	Iteration 31Q: 3 clusters Score -3082802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -3082801.250000 Penalty: 4749.949219
	Iteration 32Q: 3 clusters Score -3082801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3082800.250000 Penalty: 4749.949219
	Iteration 33Q: 3 clusters Score -3082800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3082804.000000 Penalty: 4749.949219
	Iteration 34Q: 3 clusters Score -3082804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3082813.250000 Penalty: 4749.949219
	Iteration 35Q: 3 clusters Score -3082813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3082816.000000 Penalty: 4749.949219
	Iteration 36Q: 3 clusters Score -3082816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3082813.000000 Penalty: 4749.949219
	Iteration 37Q: 3 clusters Score -3082813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -3082814.500000 Penalty: 4749.949219
	Iteration 38Q: 3 clusters Score -3082814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -3082815.750000 Penalty: 4749.949219
	Iteration 39Q: 3 clusters Score -3082816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3082817.000000 Penalty: 4749.949219
	Iteration 40F: 3 clusters Score -3082817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3082819.000000 Penalty: 4749.949219
	Iteration 41Q: 3 clusters Score -3082819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3082814.500000 Penalty: 4749.949219
	Iteration 42Q: 3 clusters Score -3082814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -3082823.750000 Penalty: 4749.949219
	Iteration 43Q: 3 clusters Score -3082824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3082821.500000 Penalty: 4749.949219
	Iteration 44Q: 3 clusters Score -3082822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3082824.500000 Penalty: 4749.949219
	Iteration 45Q: 3 clusters Score -3082824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3082821.000000 Penalty: 4749.949219
	Iteration 46Q: 3 clusters Score -3082821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -3082822.500000 Penalty: 4749.949219
	Iteration 47Q: 3 clusters Score -3082822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3082823.750000 Penalty: 4749.949219
	Iteration 48Q: 3 clusters Score -3082824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3082828.000000 Penalty: 4749.949219
	Iteration 49Q: 3 clusters Score -3082828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -3082825.750000 Penalty: 4749.949219
	Iteration 50Q: 3 clusters Score -3082826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3082822.750000 Penalty: 4749.949219
	Iteration 51Q: 3 clusters Score -3082823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -3082818.750000 Penalty: 4749.949219
	Iteration 52Q: 3 clusters Score -3082819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -3082824.750000 Penalty: 4749.949219
	Iteration 53Q: 3 clusters Score -3082825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3082826.500000 Penalty: 4749.949219
	Iteration 54Q: 3 clusters Score -3082826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3082830.000000 Penalty: 4749.949219
	Iteration 55Q: 3 clusters Score -3082830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3082831.250000 Penalty: 4749.949219
	Iteration 56Q: 3 clusters Score -3082831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -3082830.500000 Penalty: 4749.949219
	Iteration 57Q: 3 clusters Score -3082830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3082828.000000 Penalty: 4749.949219
	Iteration 58Q: 3 clusters Score -3082828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3082829.750000 Penalty: 4749.949219
	Iteration 59Q: 3 clusters Score -3082830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3082831.000000 Penalty: 4749.949219
	Iteration 60F: 3 clusters Score -3082831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3082834.250000 Penalty: 4749.949219
	Iteration 61Q: 3 clusters Score -3082834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3082827.250000 Penalty: 4749.949219
	Iteration 62Q: 3 clusters Score -3082827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3082830.500000 Penalty: 4749.949219
	Iteration 63Q: 3 clusters Score -3082830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -3082830.500000 Penalty: 4749.949219
	Iteration 64Q: 3 clusters Score -3082830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -3082829.000000 Penalty: 4749.949219
	Iteration 65Q: 3 clusters Score -3082829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3082826.500000 Penalty: 4749.949219
	Iteration 66Q: 3 clusters Score -3082826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3082832.500000 Penalty: 4749.949219
	Iteration 67Q: 3 clusters Score -3082832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3082826.250000 Penalty: 4749.949219
	Iteration 68Q: 3 clusters Score -3082826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3082826.250000 Penalty: 4749.949219
	Iteration 69F: 3 clusters Score -3082826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -420899.531250 Penalty: 1907.304199
	Iteration 0F: 2 clusters Score -420899.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -418193.500000 Penalty: 3814.608398
	Iteration 0F: 3 clusters Score -418193.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -418799.718750 Penalty: 3814.608398
	Iteration 1F: 3 clusters Score -418799.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -418975.343750 Penalty: 3814.608398
	Iteration 2F: 3 clusters Score -418975.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -419136.750000 Penalty: 3814.608398
	Iteration 3F: 3 clusters Score -419136.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -419278.062500 Penalty: 3814.608398
	Iteration 4F: 3 clusters Score -419278.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -419404.718750 Penalty: 3814.608398
	Iteration 5Q: 3 clusters Score -419404.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -419526.656250 Penalty: 3814.608398
	Iteration 6Q: 3 clusters Score -419526.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -419628.125000 Penalty: 3814.608398
	Iteration 7Q: 3 clusters Score -419628.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -419706.406250 Penalty: 3814.608398
	Iteration 8Q: 3 clusters Score -419706.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -419755.312500 Penalty: 3814.608398
	Iteration 9Q: 3 clusters Score -419755.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -419781.625000 Penalty: 3814.608398
	Iteration 10Q: 3 clusters Score -419781.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -419797.718750 Penalty: 3814.608398
	Iteration 11Q: 3 clusters Score -419797.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -419809.000000 Penalty: 3814.608398
	Iteration 12Q: 3 clusters Score -419809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -419819.812500 Penalty: 3814.608398
	Iteration 13Q: 3 clusters Score -419819.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -419829.937500 Penalty: 3814.608398
	Iteration 14Q: 3 clusters Score -419829.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -419835.156250 Penalty: 3814.608398
	Iteration 15Q: 3 clusters Score -419835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -419836.937500 Penalty: 3814.608398
	Iteration 16Q: 3 clusters Score -419836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -419839.625000 Penalty: 3814.608398
	Iteration 17Q: 3 clusters Score -419839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -419841.531250 Penalty: 3814.608398
	Iteration 18Q: 3 clusters Score -419841.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -419844.500000 Penalty: 3814.608398
	Iteration 19Q: 3 clusters Score -419844.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -419846.281250 Penalty: 3814.608398
	Iteration 20F: 3 clusters Score -419846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -419847.312500 Penalty: 3814.608398
	Iteration 21Q: 3 clusters Score -419847.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -419848.437500 Penalty: 3814.608398
	Iteration 22Q: 3 clusters Score -419848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -419849.625000 Penalty: 3814.608398
	Iteration 23Q: 3 clusters Score -419849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -419850.312500 Penalty: 3814.608398
	Iteration 24Q: 3 clusters Score -419850.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -419853.656250 Penalty: 3814.608398
	Iteration 25Q: 3 clusters Score -419853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -419856.593750 Penalty: 3814.608398
	Iteration 26Q: 3 clusters Score -419856.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -419856.593750 Penalty: 3814.608398
	Iteration 27F: 3 clusters Score -419856.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Entering Unmasked Estep 
Score: -959701.875000 Penalty: 2112.610840
	Iteration 0F: 2 clusters Score -959701.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -955247.625000 Penalty: 4225.221680
	Iteration 0F: 3 clusters Score -955247.6 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -956427.937500 Penalty: 4225.221680
	Iteration 1F: 3 clusters Score -956427.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -956676.875000 Penalty: 4225.221680
	Iteration 2F: 3 clusters Score -956676.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -956850.750000 Penalty: 4225.221680
	Iteration 3F: 3 clusters Score -956850.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -956987.125000 Penalty: 4225.221680
	Iteration 4Q: 3 clusters Score -956987.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -957106.000000 Penalty: 4225.221680
	Iteration 5Q: 3 clusters Score -957106 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -957221.750000 Penalty: 4225.221680
	Iteration 6Q: 3 clusters Score -957221.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -957329.812500 Penalty: 4225.221680
	Iteration 7Q: 3 clusters Score -957329.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -957426.812500 Penalty: 4225.221680
	Iteration 8Q: 3 clusters Score -957426.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -957507.062500 Penalty: 4225.221680
	Iteration 9Q: 3 clusters Score -957507.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -957559.000000 Penalty: 4225.221680
	Iteration 10Q: 3 clusters Score -957559 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -957610.750000 Penalty: 4225.221680
	Iteration 11Q: 3 clusters Score -957610.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -957652.875000 Penalty: 4225.221680
	Iteration 12Q: 3 clusters Score -957652.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -957694.062500 Penalty: 4225.221680
	Iteration 13Q: 3 clusters Score -957694.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -957731.375000 Penalty: 4225.221680
	Iteration 14Q: 3 clusters Score -957731.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -957758.375000 Penalty: 4225.221680
	Iteration 15Q: 3 clusters Score -957758.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -957776.625000 Penalty: 4225.221680
	Iteration 16Q: 3 clusters Score -957776.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -957791.187500 Penalty: 4225.221680
	Iteration 17Q: 3 clusters Score -957791.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -957805.187500 Penalty: 4225.221680
	Iteration 18Q: 3 clusters Score -957805.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -957818.750000 Penalty: 4225.221680
	Iteration 19Q: 3 clusters Score -957818.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -957834.250000 Penalty: 4225.221680
	Iteration 20F: 3 clusters Score -957834.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -957839.687500 Penalty: 4225.221680
	Iteration 21Q: 3 clusters Score -957839.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -957845.812500 Penalty: 4225.221680
	Iteration 22Q: 3 clusters Score -957845.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -957853.000000 Penalty: 4225.221680
	Iteration 23Q: 3 clusters Score -957853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -957860.750000 Penalty: 4225.221680
	Iteration 24Q: 3 clusters Score -957860.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -957868.000000 Penalty: 4225.221680
	Iteration 25Q: 3 clusters Score -957868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -957869.312500 Penalty: 4225.221680
	Iteration 26Q: 3 clusters Score -957869.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -957880.250000 Penalty: 4225.221680
	Iteration 27Q: 3 clusters Score -957880.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -957889.750000 Penalty: 4225.221680
	Iteration 28Q: 3 clusters Score -957889.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -957897.812500 Penalty: 4225.221680
	Iteration 29Q: 3 clusters Score -957897.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -957910.187500 Penalty: 4225.221680
	Iteration 30Q: 3 clusters Score -957910.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -957914.875000 Penalty: 4225.221680
	Iteration 31Q: 3 clusters Score -957914.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -957916.062500 Penalty: 4225.221680
	Iteration 32Q: 3 clusters Score -957916.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -957920.937500 Penalty: 4225.221680
	Iteration 33Q: 3 clusters Score -957920.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -957923.812500 Penalty: 4225.221680
	Iteration 34Q: 3 clusters Score -957923.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -957928.250000 Penalty: 4225.221680
	Iteration 35Q: 3 clusters Score -957928.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -957931.687500 Penalty: 4225.221680
	Iteration 36Q: 3 clusters Score -957931.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -957935.000000 Penalty: 4225.221680
	Iteration 37Q: 3 clusters Score -957935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -957939.687500 Penalty: 4225.221680
	Iteration 38Q: 3 clusters Score -957939.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -957944.437500 Penalty: 4225.221680
	Iteration 39Q: 3 clusters Score -957944.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -957946.750000 Penalty: 4225.221680
	Iteration 40F: 3 clusters Score -957946.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -957949.500000 Penalty: 4225.221680
	Iteration 41Q: 3 clusters Score -957949.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -957953.312500 Penalty: 4225.221680
	Iteration 42Q: 3 clusters Score -957953.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -957956.875000 Penalty: 4225.221680
	Iteration 43Q: 3 clusters Score -957956.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -957965.250000 Penalty: 4225.221680
	Iteration 44Q: 3 clusters Score -957965.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -957969.687500 Penalty: 4225.221680
	Iteration 45Q: 3 clusters Score -957969.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -957972.750000 Penalty: 4225.221680
	Iteration 46Q: 3 clusters Score -957972.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -957978.250000 Penalty: 4225.221680
	Iteration 47Q: 3 clusters Score -957978.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -957981.937500 Penalty: 4225.221680
	Iteration 48Q: 3 clusters Score -957981.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -957988.062500 Penalty: 4225.221680
	Iteration 49Q: 3 clusters Score -957988.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -957990.062500 Penalty: 4225.221680
	Iteration 50Q: 3 clusters Score -957990.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -957993.000000 Penalty: 4225.221680
	Iteration 51Q: 3 clusters Score -957993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -957995.000000 Penalty: 4225.221680
	Iteration 52Q: 3 clusters Score -957995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -957996.750000 Penalty: 4225.221680
	Iteration 53Q: 3 clusters Score -957996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -957998.562500 Penalty: 4225.221680
	Iteration 54Q: 3 clusters Score -957998.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -957999.812500 Penalty: 4225.221680
	Iteration 55Q: 3 clusters Score -957999.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -957999.875000 Penalty: 4225.221680
	Iteration 56Q: 3 clusters Score -957999.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -958000.625000 Penalty: 4225.221680
	Iteration 57Q: 3 clusters Score -958000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -958001.875000 Penalty: 4225.221680
	Iteration 58Q: 3 clusters Score -958001.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -958002.125000 Penalty: 4225.221680
	Iteration 59Q: 3 clusters Score -958002.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -958003.312500 Penalty: 4225.221680
	Iteration 60F: 3 clusters Score -958003.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -958003.250000 Penalty: 4225.221680
	Iteration 61Q: 3 clusters Score -958003.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -958004.062500 Penalty: 4225.221680
	Iteration 62Q: 3 clusters Score -958004.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -958005.500000 Penalty: 4225.221680
	Iteration 63Q: 3 clusters Score -958005.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -958007.625000 Penalty: 4225.221680
	Iteration 64Q: 3 clusters Score -958007.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -958010.812500 Penalty: 4225.221680
	Iteration 65Q: 3 clusters Score -958010.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -958011.875000 Penalty: 4225.221680
	Iteration 66Q: 3 clusters Score -958011.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -958014.625000 Penalty: 4225.221680
	Iteration 67Q: 3 clusters Score -958014.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -958018.000000 Penalty: 4225.221680
	Iteration 68Q: 3 clusters Score -958018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -958019.250000 Penalty: 4225.221680
	Iteration 69Q: 3 clusters Score -958019.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -958021.437500 Penalty: 4225.221680
	Iteration 70Q: 3 clusters Score -958021.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -958025.312500 Penalty: 4225.221680
	Iteration 71Q: 3 clusters Score -958025.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -958026.187500 Penalty: 4225.221680
	Iteration 72Q: 3 clusters Score -958026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -958028.250000 Penalty: 4225.221680
	Iteration 73Q: 3 clusters Score -958028.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -958029.625000 Penalty: 4225.221680
	Iteration 74Q: 3 clusters Score -958029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -958032.312500 Penalty: 4225.221680
	Iteration 75Q: 3 clusters Score -958032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -958031.562500 Penalty: 4225.221680
	Iteration 76Q: 3 clusters Score -958031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -958031.062500 Penalty: 4225.221680
	Iteration 77Q: 3 clusters Score -958031.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -958031.937500 Penalty: 4225.221680
	Iteration 78Q: 3 clusters Score -958031.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -958034.625000 Penalty: 4225.221680
	Iteration 79Q: 3 clusters Score -958034.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -958037.125000 Penalty: 4225.221680
	Iteration 80F: 3 clusters Score -958037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -958036.812500 Penalty: 4225.221680
	Iteration 81Q: 3 clusters Score -958036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -958038.250000 Penalty: 4225.221680
	Iteration 82Q: 3 clusters Score -958038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -958038.250000 Penalty: 4225.221680
	Iteration 83F: 3 clusters Score -958038.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -52399.792969 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -52399.79 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 201 members 
Entering Unmasked Estep 
Score: -51114.109375 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -51114.11 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51436.824219 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -51436.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51545.312500 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -51545.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51644.937500 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -51644.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51690.425781 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -51690.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51721.320312 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -51721.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51771.289062 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -51771.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51794.964844 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -51794.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51834.566406 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -51834.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51845.171875 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -51845.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51846.914062 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -51846.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51846.914062 Penalty: 2984.013916
	Iteration 11F: 3 clusters Score -51846.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Entering Unmasked Estep 
Score: -1241127.375000 Penalty: 2178.510254
	Iteration 0F: 2 clusters Score -1241127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1235699.875000 Penalty: 4357.020508
	Iteration 0F: 3 clusters Score -1235700 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1237311.750000 Penalty: 4357.020508
	Iteration 1F: 3 clusters Score -1237312 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1237838.500000 Penalty: 4357.020508
	Iteration 2F: 3 clusters Score -1237838 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1238369.875000 Penalty: 4357.020508
	Iteration 3F: 3 clusters Score -1238370 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1238892.750000 Penalty: 4357.020508
	Iteration 4F: 3 clusters Score -1238893 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1239331.750000 Penalty: 4357.020508
	Iteration 5F: 3 clusters Score -1239332 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1239632.875000 Penalty: 4357.020508
	Iteration 6F: 3 clusters Score -1239633 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1239863.375000 Penalty: 4357.020508
	Iteration 7Q: 3 clusters Score -1239863 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1240062.125000 Penalty: 4357.020508
	Iteration 8Q: 3 clusters Score -1240062 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1240197.875000 Penalty: 4357.020508
	Iteration 9Q: 3 clusters Score -1240198 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1240287.000000 Penalty: 4357.020508
	Iteration 10Q: 3 clusters Score -1240287 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1240352.875000 Penalty: 4357.020508
	Iteration 11Q: 3 clusters Score -1240353 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1240409.500000 Penalty: 4357.020508
	Iteration 12Q: 3 clusters Score -1240410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1240453.000000 Penalty: 4357.020508
	Iteration 13Q: 3 clusters Score -1240453 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1240477.000000 Penalty: 4357.020508
	Iteration 14Q: 3 clusters Score -1240477 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1240497.125000 Penalty: 4357.020508
	Iteration 15Q: 3 clusters Score -1240497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1240511.625000 Penalty: 4357.020508
	Iteration 16Q: 3 clusters Score -1240512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1240523.125000 Penalty: 4357.020508
	Iteration 17Q: 3 clusters Score -1240523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1240536.500000 Penalty: 4357.020508
	Iteration 18Q: 3 clusters Score -1240536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1240547.625000 Penalty: 4357.020508
	Iteration 19Q: 3 clusters Score -1240548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1240550.000000 Penalty: 4357.020508
	Iteration 20F: 3 clusters Score -1240550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1240553.625000 Penalty: 4357.020508
	Iteration 21Q: 3 clusters Score -1240554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1240555.875000 Penalty: 4357.020508
	Iteration 22Q: 3 clusters Score -1240556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1240560.750000 Penalty: 4357.020508
	Iteration 23Q: 3 clusters Score -1240561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1240565.125000 Penalty: 4357.020508
	Iteration 24Q: 3 clusters Score -1240565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1240570.000000 Penalty: 4357.020508
	Iteration 25Q: 3 clusters Score -1240570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1240571.750000 Penalty: 4357.020508
	Iteration 26Q: 3 clusters Score -1240572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1240572.625000 Penalty: 4357.020508
	Iteration 27Q: 3 clusters Score -1240573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1240574.125000 Penalty: 4357.020508
	Iteration 28Q: 3 clusters Score -1240574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1240575.625000 Penalty: 4357.020508
	Iteration 29Q: 3 clusters Score -1240576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1240581.000000 Penalty: 4357.020508
	Iteration 30Q: 3 clusters Score -1240581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1240581.375000 Penalty: 4357.020508
	Iteration 31Q: 3 clusters Score -1240581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1240586.125000 Penalty: 4357.020508
	Iteration 32Q: 3 clusters Score -1240586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1240589.000000 Penalty: 4357.020508
	Iteration 33Q: 3 clusters Score -1240589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1240587.375000 Penalty: 4357.020508
	Iteration 34Q: 3 clusters Score -1240587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1240592.250000 Penalty: 4357.020508
	Iteration 35Q: 3 clusters Score -1240592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1240592.875000 Penalty: 4357.020508
	Iteration 36Q: 3 clusters Score -1240593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1240592.875000 Penalty: 4357.020508
	Iteration 37F: 3 clusters Score -1240593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Entering Unmasked Estep 
Score: -2764928.000000 Penalty: 2360.529785
	Iteration 0F: 2 clusters Score -2764928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2754950.250000 Penalty: 4721.059570
	Iteration 0F: 3 clusters Score -2754950 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2758133.750000 Penalty: 4721.059570
	Iteration 1F: 3 clusters Score -2758134 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2758457.500000 Penalty: 4721.059570
	Iteration 2F: 3 clusters Score -2758458 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2758717.500000 Penalty: 4721.059570
	Iteration 3Q: 3 clusters Score -2758718 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2758926.750000 Penalty: 4721.059570
	Iteration 4Q: 3 clusters Score -2758927 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2759104.000000 Penalty: 4721.059570
	Iteration 5Q: 3 clusters Score -2759104 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2759293.250000 Penalty: 4721.059570
	Iteration 6Q: 3 clusters Score -2759293 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2759485.500000 Penalty: 4721.059570
	Iteration 7Q: 3 clusters Score -2759486 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2759711.250000 Penalty: 4721.059570
	Iteration 8Q: 3 clusters Score -2759711 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2760014.000000 Penalty: 4721.059570
	Iteration 9Q: 3 clusters Score -2760014 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2760380.500000 Penalty: 4721.059570
	Iteration 10Q: 3 clusters Score -2760380 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2760797.250000 Penalty: 4721.059570
	Iteration 11Q: 3 clusters Score -2760797 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2761256.500000 Penalty: 4721.059570
	Iteration 12Q: 3 clusters Score -2761256 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2761698.250000 Penalty: 4721.059570
	Iteration 13Q: 3 clusters Score -2761698 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2762034.750000 Penalty: 4721.059570
	Iteration 14Q: 3 clusters Score -2762035 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2762294.250000 Penalty: 4721.059570
	Iteration 15Q: 3 clusters Score -2762294 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2762482.000000 Penalty: 4721.059570
	Iteration 16Q: 3 clusters Score -2762482 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2762618.500000 Penalty: 4721.059570
	Iteration 17Q: 3 clusters Score -2762618 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2762702.250000 Penalty: 4721.059570
	Iteration 18Q: 3 clusters Score -2762702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2762760.500000 Penalty: 4721.059570
	Iteration 19Q: 3 clusters Score -2762760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2762815.250000 Penalty: 4721.059570
	Iteration 20F: 3 clusters Score -2762815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2762860.250000 Penalty: 4721.059570
	Iteration 21Q: 3 clusters Score -2762860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2762892.500000 Penalty: 4721.059570
	Iteration 22Q: 3 clusters Score -2762892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2762912.750000 Penalty: 4721.059570
	Iteration 23Q: 3 clusters Score -2762913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2762928.000000 Penalty: 4721.059570
	Iteration 24Q: 3 clusters Score -2762928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2762933.500000 Penalty: 4721.059570
	Iteration 25Q: 3 clusters Score -2762934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2762937.500000 Penalty: 4721.059570
	Iteration 26Q: 3 clusters Score -2762938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2762938.000000 Penalty: 4721.059570
	Iteration 27Q: 3 clusters Score -2762938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2762938.000000 Penalty: 4721.059570
	Iteration 28F: 3 clusters Score -2762938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Entering Unmasked Estep 
Score: -979209.500000 Penalty: 2113.105469
	Iteration 0F: 2 clusters Score -979209.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -974684.937500 Penalty: 4226.210938
	Iteration 0F: 3 clusters Score -974684.9 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -975759.062500 Penalty: 4226.210938
	Iteration 1F: 3 clusters Score -975759.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -976035.562500 Penalty: 4226.210938
	Iteration 2F: 3 clusters Score -976035.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -976305.937500 Penalty: 4226.210938
	Iteration 3F: 3 clusters Score -976305.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -976600.937500 Penalty: 4226.210938
	Iteration 4F: 3 clusters Score -976600.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -976901.875000 Penalty: 4226.210938
	Iteration 5F: 3 clusters Score -976901.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -977218.812500 Penalty: 4226.210938
	Iteration 6F: 3 clusters Score -977218.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -977461.375000 Penalty: 4226.210938
	Iteration 7Q: 3 clusters Score -977461.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -977615.125000 Penalty: 4226.210938
	Iteration 8Q: 3 clusters Score -977615.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -977716.000000 Penalty: 4226.210938
	Iteration 9Q: 3 clusters Score -977716 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -977778.750000 Penalty: 4226.210938
	Iteration 10Q: 3 clusters Score -977778.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -977840.687500 Penalty: 4226.210938
	Iteration 11Q: 3 clusters Score -977840.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -977917.687500 Penalty: 4226.210938
	Iteration 12Q: 3 clusters Score -977917.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -977997.125000 Penalty: 4226.210938
	Iteration 13Q: 3 clusters Score -977997.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -978047.500000 Penalty: 4226.210938
	Iteration 14Q: 3 clusters Score -978047.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -978113.062500 Penalty: 4226.210938
	Iteration 15Q: 3 clusters Score -978113.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -978184.500000 Penalty: 4226.210938
	Iteration 16Q: 3 clusters Score -978184.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -978252.750000 Penalty: 4226.210938
	Iteration 17Q: 3 clusters Score -978252.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -978340.312500 Penalty: 4226.210938
	Iteration 18Q: 3 clusters Score -978340.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -978430.562500 Penalty: 4226.210938
	Iteration 19Q: 3 clusters Score -978430.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -978541.875000 Penalty: 4226.210938
	Iteration 20F: 3 clusters Score -978541.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -978627.000000 Penalty: 4226.210938
	Iteration 21Q: 3 clusters Score -978627 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -978700.312500 Penalty: 4226.210938
	Iteration 22Q: 3 clusters Score -978700.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -978753.250000 Penalty: 4226.210938
	Iteration 23Q: 3 clusters Score -978753.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -978778.125000 Penalty: 4226.210938
	Iteration 24Q: 3 clusters Score -978778.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -978790.375000 Penalty: 4226.210938
	Iteration 25Q: 3 clusters Score -978790.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -978802.875000 Penalty: 4226.210938
	Iteration 26Q: 3 clusters Score -978802.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -978806.312500 Penalty: 4226.210938
	Iteration 27Q: 3 clusters Score -978806.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -978810.812500 Penalty: 4226.210938
	Iteration 28Q: 3 clusters Score -978810.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -978816.937500 Penalty: 4226.210938
	Iteration 29Q: 3 clusters Score -978816.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -978819.312500 Penalty: 4226.210938
	Iteration 30Q: 3 clusters Score -978819.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -978822.750000 Penalty: 4226.210938
	Iteration 31Q: 3 clusters Score -978822.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -978824.875000 Penalty: 4226.210938
	Iteration 32Q: 3 clusters Score -978824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -978826.687500 Penalty: 4226.210938
	Iteration 33Q: 3 clusters Score -978826.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -978826.437500 Penalty: 4226.210938
	Iteration 34Q: 3 clusters Score -978826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -978826.437500 Penalty: 4226.210938
	Iteration 35F: 3 clusters Score -978826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Entering Unmasked Estep 
Score: -533107.687500 Penalty: 1984.419067
	Iteration 0F: 2 clusters Score -533107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -529897.625000 Penalty: 3968.838135
	Iteration 0F: 3 clusters Score -529897.6 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -530814.875000 Penalty: 3968.838135
	Iteration 1F: 3 clusters Score -530814.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -531498.562500 Penalty: 3968.838135
	Iteration 2F: 3 clusters Score -531498.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -532342.125000 Penalty: 3968.838135
	Iteration 3F: 3 clusters Score -532342.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -532959.562500 Penalty: 3968.838135
	Iteration 4F: 3 clusters Score -532959.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -533226.000000 Penalty: 3968.838135
	Iteration 5F: 3 clusters Score -533226 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -533361.125000 Penalty: 3968.838135
	Iteration 6Q: 3 clusters Score -533361.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -533414.750000 Penalty: 3968.838135
	Iteration 7Q: 3 clusters Score -533414.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -533450.375000 Penalty: 3968.838135
	Iteration 8Q: 3 clusters Score -533450.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -533463.000000 Penalty: 3968.838135
	Iteration 9Q: 3 clusters Score -533463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -533475.500000 Penalty: 3968.838135
	Iteration 10Q: 3 clusters Score -533475.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -533486.062500 Penalty: 3968.838135
	Iteration 11Q: 3 clusters Score -533486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -533489.687500 Penalty: 3968.838135
	Iteration 12Q: 3 clusters Score -533489.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -533489.687500 Penalty: 3968.838135
	Iteration 13F: 3 clusters Score -533489.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30417 members 
Mstep: Class 6 contains 29827 members 
Mstep: Class 7 contains 4754 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 13606 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 1905 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25416 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22103 members 
Mstep: Class 30 contains 45345 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 19515 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17214 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29116 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17185 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27152 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8631 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26525 members 
Mstep: Class 52 contains 739 members 
Mstep: Class 53 contains 1081 members 
Entering Unmasked Estep 
Score: -84202752.000000 Penalty: 170644.796875
Splitting cluster 16 changes total score from -84203672.000000 to -84202752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (31376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Entering Unmasked Estep 
Score: -6137292.500000 Penalty: 2567.742188
	Iteration 0F: 2 clusters Score -6137292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -6118536.000000 Penalty: 5135.484375
	Iteration 0F: 3 clusters Score -6118536 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -6126474.500000 Penalty: 5135.484375
	Iteration 1F: 3 clusters Score -6126474 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -6127088.500000 Penalty: 5135.484375
	Iteration 2F: 3 clusters Score -6127088 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -6127705.500000 Penalty: 5135.484375
	Iteration 3Q: 3 clusters Score -6127706 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -6128368.000000 Penalty: 5135.484375
	Iteration 4Q: 3 clusters Score -6128368 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -6129159.500000 Penalty: 5135.484375
	Iteration 5Q: 3 clusters Score -6129160 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -6130213.000000 Penalty: 5135.484375
	Iteration 6F: 3 clusters Score -6130213 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -6131694.000000 Penalty: 5135.484375
	Iteration 7F: 3 clusters Score -6131694 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -6133477.000000 Penalty: 5135.484375
	Iteration 8F: 3 clusters Score -6133477 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -6134921.500000 Penalty: 5135.484375
	Iteration 9F: 3 clusters Score -6134922 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -6135692.000000 Penalty: 5135.484375
	Iteration 10Q: 3 clusters Score -6135692 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -6136026.500000 Penalty: 5135.484375
	Iteration 11Q: 3 clusters Score -6136026 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -6136241.000000 Penalty: 5135.484375
	Iteration 12Q: 3 clusters Score -6136241 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -6136347.000000 Penalty: 5135.484375
	Iteration 13Q: 3 clusters Score -6136347 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -6136470.500000 Penalty: 5135.484375
	Iteration 14Q: 3 clusters Score -6136470 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -6136536.000000 Penalty: 5135.484375
	Iteration 15Q: 3 clusters Score -6136536 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -6136624.000000 Penalty: 5135.484375
	Iteration 16Q: 3 clusters Score -6136624 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -6136675.000000 Penalty: 5135.484375
	Iteration 17Q: 3 clusters Score -6136675 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -6136700.000000 Penalty: 5135.484375
	Iteration 18Q: 3 clusters Score -6136700 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -6136718.500000 Penalty: 5135.484375
	Iteration 19Q: 3 clusters Score -6136718 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -6136733.000000 Penalty: 5135.484375
	Iteration 20F: 3 clusters Score -6136733 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -6136736.000000 Penalty: 5135.484375
	Iteration 21Q: 3 clusters Score -6136736 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -6136752.500000 Penalty: 5135.484375
	Iteration 22Q: 3 clusters Score -6136752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -6136742.500000 Penalty: 5135.484375
	Iteration 23Q: 3 clusters Score -6136742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -6136751.500000 Penalty: 5135.484375
	Iteration 24Q: 3 clusters Score -6136752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -6136757.000000 Penalty: 5135.484375
	Iteration 25Q: 3 clusters Score -6136757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -6136762.500000 Penalty: 5135.484375
	Iteration 26Q: 3 clusters Score -6136762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -6136755.500000 Penalty: 5135.484375
	Iteration 27Q: 3 clusters Score -6136756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -6136758.000000 Penalty: 5135.484375
	Iteration 28Q: 3 clusters Score -6136758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -6136749.500000 Penalty: 5135.484375
	Iteration 29Q: 3 clusters Score -6136750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -6136757.000000 Penalty: 5135.484375
	Iteration 30Q: 3 clusters Score -6136757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -6136757.000000 Penalty: 5135.484375
	Iteration 31Q: 3 clusters Score -6136757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -6136754.500000 Penalty: 5135.484375
	Iteration 32Q: 3 clusters Score -6136754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -6136750.000000 Penalty: 5135.484375
	Iteration 33Q: 3 clusters Score -6136750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -6136754.000000 Penalty: 5135.484375
	Iteration 34Q: 3 clusters Score -6136754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -6136759.000000 Penalty: 5135.484375
	Iteration 35Q: 3 clusters Score -6136759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -6136761.000000 Penalty: 5135.484375
	Iteration 36Q: 3 clusters Score -6136761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -6136764.000000 Penalty: 5135.484375
	Iteration 37Q: 3 clusters Score -6136764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -6136766.000000 Penalty: 5135.484375
	Iteration 38Q: 3 clusters Score -6136766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -6136762.500000 Penalty: 5135.484375
	Iteration 39Q: 3 clusters Score -6136762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -6136763.500000 Penalty: 5135.484375
	Iteration 40F: 3 clusters Score -6136764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -26256.578125 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -26256.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25212.001953 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -25212 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25709.416016 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -25709.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25844.017578 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -25844.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25981.292969 Penalty: 2812.260986
	Iteration 3F: 3 clusters Score -25981.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26114.359375 Penalty: 2812.260986
	Iteration 4F: 3 clusters Score -26114.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26254.679688 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -26254.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26332.197266 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -26332.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26413.287109 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -26413.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26413.287109 Penalty: 2812.260986
	Iteration 8F: 3 clusters Score -26413.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30417 members 
Mstep: Class 6 contains 29827 members 
Mstep: Class 7 contains 4754 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 13606 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25416 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22103 members 
Mstep: Class 30 contains 45345 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 19515 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17214 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29116 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17185 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27152 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8631 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26525 members 
Mstep: Class 52 contains 739 members 
Mstep: Class 53 contains 146 members 
Entering Unmasked Estep 
Score: -84201976.000000 Penalty: 170644.796875
Splitting cluster 18 changes total score from -84203672.000000 to -84201976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -127051.679688 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -127051.7 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 363 members 
Entering Unmasked Estep 
Score: -125359.375000 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -125359.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -125720.718750 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -125720.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -125897.460938 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -125897.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -126062.531250 Penalty: 3261.928711
	Iteration 3F: 3 clusters Score -126062.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -126164.414062 Penalty: 3261.928711
	Iteration 4Q: 3 clusters Score -126164.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -126247.468750 Penalty: 3261.928711
	Iteration 5Q: 3 clusters Score -126247.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -126381.335938 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -126381.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -126442.304688 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -126442.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -126519.765625 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -126519.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -126570.820312 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -126570.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -126590.148438 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -126590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -126608.257812 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -126608.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -126631.226562 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -126631.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -126666.750000 Penalty: 3261.928711
	Iteration 13Q: 3 clusters Score -126666.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -126700.515625 Penalty: 3261.928711
	Iteration 14Q: 3 clusters Score -126700.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -126734.601562 Penalty: 3261.928711
	Iteration 15Q: 3 clusters Score -126734.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -126775.054688 Penalty: 3261.928711
	Iteration 16Q: 3 clusters Score -126775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -126787.937500 Penalty: 3261.928711
	Iteration 17Q: 3 clusters Score -126787.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -126797.648438 Penalty: 3261.928711
	Iteration 18Q: 3 clusters Score -126797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -126811.335938 Penalty: 3261.928711
	Iteration 19Q: 3 clusters Score -126811.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -126830.906250 Penalty: 3261.928711
	Iteration 20F: 3 clusters Score -126830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -126857.015625 Penalty: 3261.928711
	Iteration 21Q: 3 clusters Score -126857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -126875.976562 Penalty: 3261.928711
	Iteration 22Q: 3 clusters Score -126876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -126910.585938 Penalty: 3261.928711
	Iteration 23Q: 3 clusters Score -126910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -126910.585938 Penalty: 3261.928711
	Iteration 24F: 3 clusters Score -126910.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -46476.218750 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -46476.22 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 157 members 
Entering Unmasked Estep 
Score: -45270.761719 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -45270.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45366.136719 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -45366.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45411.601562 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -45411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -45426.933594 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -45426.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45435.457031 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -45435.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -45441.960938 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -45441.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -45465.507812 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -45465.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45479.257812 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -45479.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -45484.218750 Penalty: 2835.645752
	Iteration 8Q: 3 clusters Score -45484.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -45492.457031 Penalty: 2835.645752
	Iteration 9Q: 3 clusters Score -45492.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -45495.531250 Penalty: 2835.645752
	Iteration 10Q: 3 clusters Score -45495.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -45543.328125 Penalty: 2835.645752
	Iteration 11Q: 3 clusters Score -45543.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -45596.753906 Penalty: 2835.645752
	Iteration 12Q: 3 clusters Score -45596.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -45616.238281 Penalty: 2835.645752
	Iteration 13Q: 3 clusters Score -45616.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -45618.875000 Penalty: 2835.645752
	Iteration 14Q: 3 clusters Score -45618.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -45620.273438 Penalty: 2835.645752
	Iteration 15Q: 3 clusters Score -45620.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -45620.273438 Penalty: 2835.645752
	Iteration 16F: 3 clusters Score -45620.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -94597.164062 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -94597.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -93049.539062 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -93049.54 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -93278.843750 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -93278.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -93378.031250 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -93378.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -93477.132812 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -93477.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -93610.640625 Penalty: 3128.816650
	Iteration 4F: 3 clusters Score -93610.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -93762.460938 Penalty: 3128.816650
	Iteration 5F: 3 clusters Score -93762.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -93887.312500 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -93887.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -93940.890625 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -93940.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -93957.765625 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -93957.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -93963.382812 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -93963.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -93966.335938 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -93966.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -93970.429688 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -93970.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -93972.812500 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -93972.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -93973.804688 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -93973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -93973.804688 Penalty: 3128.816650
	Iteration 14F: 3 clusters Score -93973.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Entering Unmasked Estep 
Score: -4980986.000000 Penalty: 2515.497314
	Iteration 0F: 2 clusters Score -4980986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -4964254.500000 Penalty: 5030.994629
	Iteration 0F: 3 clusters Score -4964254 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4970199.500000 Penalty: 5030.994629
	Iteration 1F: 3 clusters Score -4970200 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -4970746.500000 Penalty: 5030.994629
	Iteration 2F: 3 clusters Score -4970746 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -4971264.500000 Penalty: 5030.994629
	Iteration 3Q: 3 clusters Score -4971264 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -4971908.500000 Penalty: 5030.994629
	Iteration 4F: 3 clusters Score -4971908 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -4972602.500000 Penalty: 5030.994629
	Iteration 5F: 3 clusters Score -4972602 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -4973271.500000 Penalty: 5030.994629
	Iteration 6Q: 3 clusters Score -4973272 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -4973990.500000 Penalty: 5030.994629
	Iteration 7Q: 3 clusters Score -4973990 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -4974712.500000 Penalty: 5030.994629
	Iteration 8F: 3 clusters Score -4974712 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -4975421.500000 Penalty: 5030.994629
	Iteration 9F: 3 clusters Score -4975422 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -4976085.500000 Penalty: 5030.994629
	Iteration 10Q: 3 clusters Score -4976086 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -4976669.000000 Penalty: 5030.994629
	Iteration 11Q: 3 clusters Score -4976669 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -4977133.000000 Penalty: 5030.994629
	Iteration 12Q: 3 clusters Score -4977133 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -4977455.500000 Penalty: 5030.994629
	Iteration 13Q: 3 clusters Score -4977456 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -4977626.500000 Penalty: 5030.994629
	Iteration 14Q: 3 clusters Score -4977626 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -4977736.500000 Penalty: 5030.994629
	Iteration 15Q: 3 clusters Score -4977736 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -4977853.500000 Penalty: 5030.994629
	Iteration 16Q: 3 clusters Score -4977854 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -4977924.000000 Penalty: 5030.994629
	Iteration 17Q: 3 clusters Score -4977924 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -4978021.000000 Penalty: 5030.994629
	Iteration 18Q: 3 clusters Score -4978021 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -4978141.500000 Penalty: 5030.994629
	Iteration 19Q: 3 clusters Score -4978142 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -4978221.000000 Penalty: 5030.994629
	Iteration 20F: 3 clusters Score -4978221 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -4978264.000000 Penalty: 5030.994629
	Iteration 21Q: 3 clusters Score -4978264 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -4978314.000000 Penalty: 5030.994629
	Iteration 22Q: 3 clusters Score -4978314 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -4978361.500000 Penalty: 5030.994629
	Iteration 23Q: 3 clusters Score -4978362 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -4978402.000000 Penalty: 5030.994629
	Iteration 24Q: 3 clusters Score -4978402 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4978443.000000 Penalty: 5030.994629
	Iteration 25Q: 3 clusters Score -4978443 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4978492.000000 Penalty: 5030.994629
	Iteration 26Q: 3 clusters Score -4978492 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -4978510.500000 Penalty: 5030.994629
	Iteration 27Q: 3 clusters Score -4978510 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -4978551.500000 Penalty: 5030.994629
	Iteration 28Q: 3 clusters Score -4978552 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -4978585.000000 Penalty: 5030.994629
	Iteration 29Q: 3 clusters Score -4978585 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -4978628.500000 Penalty: 5030.994629
	Iteration 30Q: 3 clusters Score -4978628 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -4978682.000000 Penalty: 5030.994629
	Iteration 31Q: 3 clusters Score -4978682 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -4978719.000000 Penalty: 5030.994629
	Iteration 32Q: 3 clusters Score -4978719 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4978773.500000 Penalty: 5030.994629
	Iteration 33Q: 3 clusters Score -4978774 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -4978789.500000 Penalty: 5030.994629
	Iteration 34Q: 3 clusters Score -4978790 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -4978823.000000 Penalty: 5030.994629
	Iteration 35Q: 3 clusters Score -4978823 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -4978875.500000 Penalty: 5030.994629
	Iteration 36Q: 3 clusters Score -4978876 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4978934.000000 Penalty: 5030.994629
	Iteration 37Q: 3 clusters Score -4978934 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -4978963.500000 Penalty: 5030.994629
	Iteration 38Q: 3 clusters Score -4978964 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -4978972.000000 Penalty: 5030.994629
	Iteration 39Q: 3 clusters Score -4978972 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -4979025.500000 Penalty: 5030.994629
	Iteration 40F: 3 clusters Score -4979026 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4979049.000000 Penalty: 5030.994629
	Iteration 41Q: 3 clusters Score -4979049 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4979072.000000 Penalty: 5030.994629
	Iteration 42Q: 3 clusters Score -4979072 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -4979106.500000 Penalty: 5030.994629
	Iteration 43Q: 3 clusters Score -4979106 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -4979129.500000 Penalty: 5030.994629
	Iteration 44Q: 3 clusters Score -4979130 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4979151.500000 Penalty: 5030.994629
	Iteration 45Q: 3 clusters Score -4979152 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -4979184.000000 Penalty: 5030.994629
	Iteration 46Q: 3 clusters Score -4979184 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4979210.500000 Penalty: 5030.994629
	Iteration 47Q: 3 clusters Score -4979210 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -4979237.000000 Penalty: 5030.994629
	Iteration 48Q: 3 clusters Score -4979237 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -4979260.500000 Penalty: 5030.994629
	Iteration 49Q: 3 clusters Score -4979260 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4979274.000000 Penalty: 5030.994629
	Iteration 50Q: 3 clusters Score -4979274 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -4979291.500000 Penalty: 5030.994629
	Iteration 51Q: 3 clusters Score -4979292 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -4979311.000000 Penalty: 5030.994629
	Iteration 52Q: 3 clusters Score -4979311 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -4979306.500000 Penalty: 5030.994629
	Iteration 53Q: 3 clusters Score -4979306 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -4979300.000000 Penalty: 5030.994629
	Iteration 54Q: 3 clusters Score -4979300 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -4979307.500000 Penalty: 5030.994629
	Iteration 55Q: 3 clusters Score -4979308 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -4979307.500000 Penalty: 5030.994629
	Iteration 56Q: 3 clusters Score -4979308 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -4979346.000000 Penalty: 5030.994629
	Iteration 57Q: 3 clusters Score -4979346 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -4979335.000000 Penalty: 5030.994629
	Iteration 58Q: 3 clusters Score -4979335 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -4979345.000000 Penalty: 5030.994629
	Iteration 59Q: 3 clusters Score -4979345 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -4979341.000000 Penalty: 5030.994629
	Iteration 60F: 3 clusters Score -4979341 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -4979324.000000 Penalty: 5030.994629
	Iteration 61Q: 3 clusters Score -4979324 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -4979311.000000 Penalty: 5030.994629
	Iteration 62Q: 3 clusters Score -4979311 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -4979306.500000 Penalty: 5030.994629
	Iteration 63Q: 3 clusters Score -4979306 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -4979301.000000 Penalty: 5030.994629
	Iteration 64Q: 3 clusters Score -4979301 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -4979276.000000 Penalty: 5030.994629
	Iteration 65Q: 3 clusters Score -4979276 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -4979274.500000 Penalty: 5030.994629
	Iteration 66Q: 3 clusters Score -4979274 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -4979282.000000 Penalty: 5030.994629
	Iteration 67Q: 3 clusters Score -4979282 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -4979286.000000 Penalty: 5030.994629
	Iteration 68Q: 3 clusters Score -4979286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -4979296.000000 Penalty: 5030.994629
	Iteration 69Q: 3 clusters Score -4979296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -4979289.000000 Penalty: 5030.994629
	Iteration 70Q: 3 clusters Score -4979289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -4979280.000000 Penalty: 5030.994629
	Iteration 71Q: 3 clusters Score -4979280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -4979269.500000 Penalty: 5030.994629
	Iteration 72Q: 3 clusters Score -4979270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -4979275.500000 Penalty: 5030.994629
	Iteration 73Q: 3 clusters Score -4979276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -4979274.500000 Penalty: 5030.994629
	Iteration 74Q: 3 clusters Score -4979274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -4979276.000000 Penalty: 5030.994629
	Iteration 75Q: 3 clusters Score -4979276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -4979283.500000 Penalty: 5030.994629
	Iteration 76Q: 3 clusters Score -4979284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -4979290.000000 Penalty: 5030.994629
	Iteration 77Q: 3 clusters Score -4979290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -4979284.500000 Penalty: 5030.994629
	Iteration 78Q: 3 clusters Score -4979284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -4979295.500000 Penalty: 5030.994629
	Iteration 79Q: 3 clusters Score -4979296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -4979287.500000 Penalty: 5030.994629
	Iteration 80F: 3 clusters Score -4979288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -4979284.000000 Penalty: 5030.994629
	Iteration 81Q: 3 clusters Score -4979284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -4979272.500000 Penalty: 5030.994629
	Iteration 82Q: 3 clusters Score -4979272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -4979266.500000 Penalty: 5030.994629
	Iteration 83Q: 3 clusters Score -4979266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -4979272.500000 Penalty: 5030.994629
	Iteration 84Q: 3 clusters Score -4979272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -4979278.500000 Penalty: 5030.994629
	Iteration 85Q: 3 clusters Score -4979278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -4979274.500000 Penalty: 5030.994629
	Iteration 86Q: 3 clusters Score -4979274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -4979277.500000 Penalty: 5030.994629
	Iteration 87Q: 3 clusters Score -4979278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -4979274.000000 Penalty: 5030.994629
	Iteration 88Q: 3 clusters Score -4979274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -4979278.500000 Penalty: 5030.994629
	Iteration 89Q: 3 clusters Score -4979278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -4979280.000000 Penalty: 5030.994629
	Iteration 90Q: 3 clusters Score -4979280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -4979281.000000 Penalty: 5030.994629
	Iteration 91Q: 3 clusters Score -4979281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -4979282.000000 Penalty: 5030.994629
	Iteration 92Q: 3 clusters Score -4979282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -4979284.500000 Penalty: 5030.994629
	Iteration 93Q: 3 clusters Score -4979284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -4979278.000000 Penalty: 5030.994629
	Iteration 94Q: 3 clusters Score -4979278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -4979278.500000 Penalty: 5030.994629
	Iteration 95Q: 3 clusters Score -4979278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -4979282.500000 Penalty: 5030.994629
	Iteration 96Q: 3 clusters Score -4979282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -4979278.500000 Penalty: 5030.994629
	Iteration 97Q: 3 clusters Score -4979278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -4979277.500000 Penalty: 5030.994629
	Iteration 98Q: 3 clusters Score -4979278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -4979278.000000 Penalty: 5030.994629
	Iteration 99Q: 3 clusters Score -4979278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -4979280.000000 Penalty: 5030.994629
	Iteration 100F: 3 clusters Score -4979280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -4979278.000000 Penalty: 5030.994629
	Iteration 101Q: 3 clusters Score -4979278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -4979278.000000 Penalty: 5030.994629
	Iteration 102F: 3 clusters Score -4979278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -408404.562500 Penalty: 1912.242065
	Iteration 0F: 2 clusters Score -408404.6 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 1079 members 
Entering Unmasked Estep 
Score: -405703.656250 Penalty: 3824.484131
	Iteration 0F: 3 clusters Score -405703.7 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -406435.281250 Penalty: 3824.484131
	Iteration 1F: 3 clusters Score -406435.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -406888.625000 Penalty: 3824.484131
	Iteration 2F: 3 clusters Score -406888.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -407284.906250 Penalty: 3824.484131
	Iteration 3F: 3 clusters Score -407284.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -407535.218750 Penalty: 3824.484131
	Iteration 4F: 3 clusters Score -407535.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -407690.218750 Penalty: 3824.484131
	Iteration 5Q: 3 clusters Score -407690.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -407805.687500 Penalty: 3824.484131
	Iteration 6Q: 3 clusters Score -407805.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -407865.406250 Penalty: 3824.484131
	Iteration 7Q: 3 clusters Score -407865.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -407899.000000 Penalty: 3824.484131
	Iteration 8Q: 3 clusters Score -407899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -407926.906250 Penalty: 3824.484131
	Iteration 9Q: 3 clusters Score -407926.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -407943.187500 Penalty: 3824.484131
	Iteration 10Q: 3 clusters Score -407943.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -407959.218750 Penalty: 3824.484131
	Iteration 11Q: 3 clusters Score -407959.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -407974.125000 Penalty: 3824.484131
	Iteration 12Q: 3 clusters Score -407974.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -407990.750000 Penalty: 3824.484131
	Iteration 13Q: 3 clusters Score -407990.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -408011.437500 Penalty: 3824.484131
	Iteration 14Q: 3 clusters Score -408011.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -408029.531250 Penalty: 3824.484131
	Iteration 15Q: 3 clusters Score -408029.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -408041.718750 Penalty: 3824.484131
	Iteration 16Q: 3 clusters Score -408041.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -408048.218750 Penalty: 3824.484131
	Iteration 17Q: 3 clusters Score -408048.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -408052.750000 Penalty: 3824.484131
	Iteration 18Q: 3 clusters Score -408052.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -408061.437500 Penalty: 3824.484131
	Iteration 19Q: 3 clusters Score -408061.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -408066.031250 Penalty: 3824.484131
	Iteration 20F: 3 clusters Score -408066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -408075.250000 Penalty: 3824.484131
	Iteration 21Q: 3 clusters Score -408075.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -408082.656250 Penalty: 3824.484131
	Iteration 22Q: 3 clusters Score -408082.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -408087.531250 Penalty: 3824.484131
	Iteration 23Q: 3 clusters Score -408087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -408089.906250 Penalty: 3824.484131
	Iteration 24Q: 3 clusters Score -408089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -408091.218750 Penalty: 3824.484131
	Iteration 25Q: 3 clusters Score -408091.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -408092.625000 Penalty: 3824.484131
	Iteration 26Q: 3 clusters Score -408092.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -408093.468750 Penalty: 3824.484131
	Iteration 27Q: 3 clusters Score -408093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -408093.531250 Penalty: 3824.484131
	Iteration 28Q: 3 clusters Score -408093.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -408093.531250 Penalty: 3824.484131
	Iteration 29F: 3 clusters Score -408093.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -158917.046875 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -158917 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 498 members 
Entering Unmasked Estep 
Score: -157067.250000 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -157067.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -157656.265625 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -157656.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -157957.593750 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -157957.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -158143.578125 Penalty: 3409.602539
	Iteration 3F: 3 clusters Score -158143.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -158282.718750 Penalty: 3409.602539
	Iteration 4F: 3 clusters Score -158282.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -158352.468750 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -158352.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -158402.578125 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -158402.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -158424.609375 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -158424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -158439.046875 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -158439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -158446.218750 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -158446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -158449.984375 Penalty: 3409.602539
	Iteration 10Q: 3 clusters Score -158450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -158452.109375 Penalty: 3409.602539
	Iteration 11Q: 3 clusters Score -158452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -158452.109375 Penalty: 3409.602539
	Iteration 12F: 3 clusters Score -158452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -440265.812500 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -440265.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -437529.343750 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -437529.3 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -438258.031250 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -438258 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -438504.593750 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -438504.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -438717.031250 Penalty: 3832.857422
	Iteration 3F: 3 clusters Score -438717 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -438943.750000 Penalty: 3832.857422
	Iteration 4F: 3 clusters Score -438943.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -439146.062500 Penalty: 3832.857422
	Iteration 5F: 3 clusters Score -439146.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -439330.781250 Penalty: 3832.857422
	Iteration 6F: 3 clusters Score -439330.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -439470.593750 Penalty: 3832.857422
	Iteration 7Q: 3 clusters Score -439470.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -439590.375000 Penalty: 3832.857422
	Iteration 8Q: 3 clusters Score -439590.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -439681.781250 Penalty: 3832.857422
	Iteration 9Q: 3 clusters Score -439681.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -439731.750000 Penalty: 3832.857422
	Iteration 10Q: 3 clusters Score -439731.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -439768.062500 Penalty: 3832.857422
	Iteration 11Q: 3 clusters Score -439768.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -439809.437500 Penalty: 3832.857422
	Iteration 12Q: 3 clusters Score -439809.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -439876.218750 Penalty: 3832.857422
	Iteration 13Q: 3 clusters Score -439876.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -439939.656250 Penalty: 3832.857422
	Iteration 14Q: 3 clusters Score -439939.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -439991.281250 Penalty: 3832.857422
	Iteration 15Q: 3 clusters Score -439991.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -440026.906250 Penalty: 3832.857422
	Iteration 16Q: 3 clusters Score -440026.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -440047.656250 Penalty: 3832.857422
	Iteration 17Q: 3 clusters Score -440047.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -440055.312500 Penalty: 3832.857422
	Iteration 18Q: 3 clusters Score -440055.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -440057.625000 Penalty: 3832.857422
	Iteration 19Q: 3 clusters Score -440057.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -440060.250000 Penalty: 3832.857422
	Iteration 20F: 3 clusters Score -440060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -440061.062500 Penalty: 3832.857422
	Iteration 21Q: 3 clusters Score -440061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -440061.750000 Penalty: 3832.857422
	Iteration 22Q: 3 clusters Score -440061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -440061.750000 Penalty: 3832.857422
	Iteration 23F: 3 clusters Score -440061.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Entering Unmasked Estep 
Score: -1199834.375000 Penalty: 2156.568848
	Iteration 0F: 2 clusters Score -1199834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1194726.125000 Penalty: 4313.137695
	Iteration 0F: 3 clusters Score -1194726 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1196158.625000 Penalty: 4313.137695
	Iteration 1F: 3 clusters Score -1196159 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1196554.750000 Penalty: 4313.137695
	Iteration 2F: 3 clusters Score -1196555 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1196921.375000 Penalty: 4313.137695
	Iteration 3F: 3 clusters Score -1196921 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1197328.250000 Penalty: 4313.137695
	Iteration 4F: 3 clusters Score -1197328 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1197725.000000 Penalty: 4313.137695
	Iteration 5F: 3 clusters Score -1197725 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1198057.250000 Penalty: 4313.137695
	Iteration 6F: 3 clusters Score -1198057 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1198326.000000 Penalty: 4313.137695
	Iteration 7F: 3 clusters Score -1198326 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1198503.250000 Penalty: 4313.137695
	Iteration 8Q: 3 clusters Score -1198503 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1198620.875000 Penalty: 4313.137695
	Iteration 9Q: 3 clusters Score -1198621 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1198685.000000 Penalty: 4313.137695
	Iteration 10Q: 3 clusters Score -1198685 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1198725.250000 Penalty: 4313.137695
	Iteration 11Q: 3 clusters Score -1198725 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1198756.750000 Penalty: 4313.137695
	Iteration 12Q: 3 clusters Score -1198757 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1198780.250000 Penalty: 4313.137695
	Iteration 13Q: 3 clusters Score -1198780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1198801.375000 Penalty: 4313.137695
	Iteration 14Q: 3 clusters Score -1198801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1198825.125000 Penalty: 4313.137695
	Iteration 15Q: 3 clusters Score -1198825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1198835.500000 Penalty: 4313.137695
	Iteration 16Q: 3 clusters Score -1198836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1198850.625000 Penalty: 4313.137695
	Iteration 17Q: 3 clusters Score -1198851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1198859.125000 Penalty: 4313.137695
	Iteration 18Q: 3 clusters Score -1198859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1198873.750000 Penalty: 4313.137695
	Iteration 19Q: 3 clusters Score -1198874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1198886.000000 Penalty: 4313.137695
	Iteration 20F: 3 clusters Score -1198886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1198888.625000 Penalty: 4313.137695
	Iteration 21Q: 3 clusters Score -1198889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1198892.625000 Penalty: 4313.137695
	Iteration 22Q: 3 clusters Score -1198893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1198893.250000 Penalty: 4313.137695
	Iteration 23Q: 3 clusters Score -1198893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1198898.500000 Penalty: 4313.137695
	Iteration 24Q: 3 clusters Score -1198898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1198903.375000 Penalty: 4313.137695
	Iteration 25Q: 3 clusters Score -1198903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1198906.250000 Penalty: 4313.137695
	Iteration 26Q: 3 clusters Score -1198906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1198907.625000 Penalty: 4313.137695
	Iteration 27Q: 3 clusters Score -1198908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1198910.875000 Penalty: 4313.137695
	Iteration 28Q: 3 clusters Score -1198911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1198913.875000 Penalty: 4313.137695
	Iteration 29Q: 3 clusters Score -1198914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1198920.500000 Penalty: 4313.137695
	Iteration 30Q: 3 clusters Score -1198920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1198924.125000 Penalty: 4313.137695
	Iteration 31Q: 3 clusters Score -1198924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1198923.375000 Penalty: 4313.137695
	Iteration 32Q: 3 clusters Score -1198923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1198927.000000 Penalty: 4313.137695
	Iteration 33Q: 3 clusters Score -1198927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1198929.125000 Penalty: 4313.137695
	Iteration 34Q: 3 clusters Score -1198929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1198930.625000 Penalty: 4313.137695
	Iteration 35Q: 3 clusters Score -1198931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1198934.750000 Penalty: 4313.137695
	Iteration 36Q: 3 clusters Score -1198935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1198935.500000 Penalty: 4313.137695
	Iteration 37Q: 3 clusters Score -1198936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1198935.750000 Penalty: 4313.137695
	Iteration 38Q: 3 clusters Score -1198936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1198937.750000 Penalty: 4313.137695
	Iteration 39Q: 3 clusters Score -1198938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1198935.500000 Penalty: 4313.137695
	Iteration 40F: 3 clusters Score -1198936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1198937.250000 Penalty: 4313.137695
	Iteration 41Q: 3 clusters Score -1198937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1198937.250000 Penalty: 4313.137695
	Iteration 42F: 3 clusters Score -1198937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -14025.152344 Penalty: 1320.106445
	Iteration 0F: 2 clusters Score -14025.15 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 102 members 
Entering Unmasked Estep 
Score: -13028.502930 Penalty: 2640.212891
	Iteration 0F: 3 clusters Score -13028.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13209.569336 Penalty: 2640.212891
	Iteration 1F: 3 clusters Score -13209.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13242.592773 Penalty: 2640.212891
	Iteration 2Q: 3 clusters Score -13242.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13250.022461 Penalty: 2640.212891
	Iteration 3Q: 3 clusters Score -13250.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13250.022461 Penalty: 2640.212891
	Iteration 4F: 3 clusters Score -13250.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Entering Unmasked Estep 
Score: -818132.312500 Penalty: 2060.311035
	Iteration 0F: 2 clusters Score -818132.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -814170.125000 Penalty: 4120.622070
	Iteration 0F: 3 clusters Score -814170.1 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -815057.562500 Penalty: 4120.622070
	Iteration 1F: 3 clusters Score -815057.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -815241.937500 Penalty: 4120.622070
	Iteration 2F: 3 clusters Score -815241.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -815367.062500 Penalty: 4120.622070
	Iteration 3Q: 3 clusters Score -815367.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -815484.937500 Penalty: 4120.622070
	Iteration 4Q: 3 clusters Score -815484.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -815595.312500 Penalty: 4120.622070
	Iteration 5Q: 3 clusters Score -815595.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -815699.812500 Penalty: 4120.622070
	Iteration 6Q: 3 clusters Score -815699.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -815801.687500 Penalty: 4120.622070
	Iteration 7Q: 3 clusters Score -815801.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -815911.187500 Penalty: 4120.622070
	Iteration 8Q: 3 clusters Score -815911.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -816005.437500 Penalty: 4120.622070
	Iteration 9Q: 3 clusters Score -816005.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -816075.750000 Penalty: 4120.622070
	Iteration 10Q: 3 clusters Score -816075.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -816127.062500 Penalty: 4120.622070
	Iteration 11Q: 3 clusters Score -816127.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -816185.375000 Penalty: 4120.622070
	Iteration 12Q: 3 clusters Score -816185.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -816229.062500 Penalty: 4120.622070
	Iteration 13Q: 3 clusters Score -816229.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -816257.875000 Penalty: 4120.622070
	Iteration 14Q: 3 clusters Score -816257.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -816282.000000 Penalty: 4120.622070
	Iteration 15Q: 3 clusters Score -816282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -816296.875000 Penalty: 4120.622070
	Iteration 16Q: 3 clusters Score -816296.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -816313.750000 Penalty: 4120.622070
	Iteration 17Q: 3 clusters Score -816313.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -816324.812500 Penalty: 4120.622070
	Iteration 18Q: 3 clusters Score -816324.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -816330.937500 Penalty: 4120.622070
	Iteration 19Q: 3 clusters Score -816330.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -816336.187500 Penalty: 4120.622070
	Iteration 20F: 3 clusters Score -816336.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -816341.125000 Penalty: 4120.622070
	Iteration 21Q: 3 clusters Score -816341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -816342.625000 Penalty: 4120.622070
	Iteration 22Q: 3 clusters Score -816342.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -816345.437500 Penalty: 4120.622070
	Iteration 23Q: 3 clusters Score -816345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -816347.437500 Penalty: 4120.622070
	Iteration 24Q: 3 clusters Score -816347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -816350.437500 Penalty: 4120.622070
	Iteration 25Q: 3 clusters Score -816350.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -816352.437500 Penalty: 4120.622070
	Iteration 26Q: 3 clusters Score -816352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -816352.875000 Penalty: 4120.622070
	Iteration 27Q: 3 clusters Score -816352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -816355.562500 Penalty: 4120.622070
	Iteration 28Q: 3 clusters Score -816355.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -816356.125000 Penalty: 4120.622070
	Iteration 29Q: 3 clusters Score -816356.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -816359.562500 Penalty: 4120.622070
	Iteration 30Q: 3 clusters Score -816359.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -816359.250000 Penalty: 4120.622070
	Iteration 31Q: 3 clusters Score -816359.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -816363.187500 Penalty: 4120.622070
	Iteration 32Q: 3 clusters Score -816363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -816365.875000 Penalty: 4120.622070
	Iteration 33Q: 3 clusters Score -816365.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -816368.437500 Penalty: 4120.622070
	Iteration 34Q: 3 clusters Score -816368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -816369.250000 Penalty: 4120.622070
	Iteration 35Q: 3 clusters Score -816369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -816371.625000 Penalty: 4120.622070
	Iteration 36Q: 3 clusters Score -816371.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -816370.812500 Penalty: 4120.622070
	Iteration 37Q: 3 clusters Score -816370.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -816374.187500 Penalty: 4120.622070
	Iteration 38Q: 3 clusters Score -816374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -816375.250000 Penalty: 4120.622070
	Iteration 39Q: 3 clusters Score -816375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -816375.250000 Penalty: 4120.622070
	Iteration 40F: 3 clusters Score -816375.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Entering Unmasked Estep 
Score: -4590238.000000 Penalty: 2480.860107
	Iteration 0F: 2 clusters Score -4590238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -4575623.500000 Penalty: 4961.720215
	Iteration 0F: 3 clusters Score -4575624 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -4580744.000000 Penalty: 4961.720215
	Iteration 1F: 3 clusters Score -4580744 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4581158.500000 Penalty: 4961.720215
	Iteration 2F: 3 clusters Score -4581158 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -4581478.500000 Penalty: 4961.720215
	Iteration 3Q: 3 clusters Score -4581478 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -4581770.500000 Penalty: 4961.720215
	Iteration 4Q: 3 clusters Score -4581770 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -4582021.500000 Penalty: 4961.720215
	Iteration 5Q: 3 clusters Score -4582022 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -4582271.500000 Penalty: 4961.720215
	Iteration 6Q: 3 clusters Score -4582272 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -4582481.000000 Penalty: 4961.720215
	Iteration 7Q: 3 clusters Score -4582481 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4582676.000000 Penalty: 4961.720215
	Iteration 8Q: 3 clusters Score -4582676 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4582830.500000 Penalty: 4961.720215
	Iteration 9Q: 3 clusters Score -4582830 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -4582951.500000 Penalty: 4961.720215
	Iteration 10Q: 3 clusters Score -4582952 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -4583091.500000 Penalty: 4961.720215
	Iteration 11Q: 3 clusters Score -4583092 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -4583208.500000 Penalty: 4961.720215
	Iteration 12Q: 3 clusters Score -4583208 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -4583331.500000 Penalty: 4961.720215
	Iteration 13Q: 3 clusters Score -4583332 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -4583423.500000 Penalty: 4961.720215
	Iteration 14Q: 3 clusters Score -4583424 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -4583501.000000 Penalty: 4961.720215
	Iteration 15Q: 3 clusters Score -4583501 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -4583558.000000 Penalty: 4961.720215
	Iteration 16Q: 3 clusters Score -4583558 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -4583606.500000 Penalty: 4961.720215
	Iteration 17Q: 3 clusters Score -4583606 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -4583683.500000 Penalty: 4961.720215
	Iteration 18Q: 3 clusters Score -4583684 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -4583774.500000 Penalty: 4961.720215
	Iteration 19Q: 3 clusters Score -4583774 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -4583836.000000 Penalty: 4961.720215
	Iteration 20F: 3 clusters Score -4583836 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -4583964.500000 Penalty: 4961.720215
	Iteration 21Q: 3 clusters Score -4583964 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -4584098.500000 Penalty: 4961.720215
	Iteration 22Q: 3 clusters Score -4584098 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -4584246.000000 Penalty: 4961.720215
	Iteration 23Q: 3 clusters Score -4584246 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -4584432.500000 Penalty: 4961.720215
	Iteration 24Q: 3 clusters Score -4584432 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -4584669.500000 Penalty: 4961.720215
	Iteration 25Q: 3 clusters Score -4584670 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -4584923.000000 Penalty: 4961.720215
	Iteration 26Q: 3 clusters Score -4584923 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -4585197.500000 Penalty: 4961.720215
	Iteration 27Q: 3 clusters Score -4585198 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -4585490.500000 Penalty: 4961.720215
	Iteration 28Q: 3 clusters Score -4585490 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -4585760.000000 Penalty: 4961.720215
	Iteration 29Q: 3 clusters Score -4585760 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4585938.000000 Penalty: 4961.720215
	Iteration 30Q: 3 clusters Score -4585938 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4586134.000000 Penalty: 4961.720215
	Iteration 31Q: 3 clusters Score -4586134 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -4586327.500000 Penalty: 4961.720215
	Iteration 32Q: 3 clusters Score -4586328 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4586509.500000 Penalty: 4961.720215
	Iteration 33Q: 3 clusters Score -4586510 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -4586658.000000 Penalty: 4961.720215
	Iteration 34Q: 3 clusters Score -4586658 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -4586791.500000 Penalty: 4961.720215
	Iteration 35Q: 3 clusters Score -4586792 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4586947.500000 Penalty: 4961.720215
	Iteration 36Q: 3 clusters Score -4586948 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -4587078.500000 Penalty: 4961.720215
	Iteration 37Q: 3 clusters Score -4587078 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -4587190.000000 Penalty: 4961.720215
	Iteration 38Q: 3 clusters Score -4587190 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -4587298.500000 Penalty: 4961.720215
	Iteration 39Q: 3 clusters Score -4587298 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -4587401.500000 Penalty: 4961.720215
	Iteration 40F: 3 clusters Score -4587402 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4587512.000000 Penalty: 4961.720215
	Iteration 41Q: 3 clusters Score -4587512 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4587593.000000 Penalty: 4961.720215
	Iteration 42Q: 3 clusters Score -4587593 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -4587681.500000 Penalty: 4961.720215
	Iteration 43Q: 3 clusters Score -4587682 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4587743.000000 Penalty: 4961.720215
	Iteration 44Q: 3 clusters Score -4587743 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -4587798.000000 Penalty: 4961.720215
	Iteration 45Q: 3 clusters Score -4587798 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -4587846.000000 Penalty: 4961.720215
	Iteration 46Q: 3 clusters Score -4587846 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -4587887.500000 Penalty: 4961.720215
	Iteration 47Q: 3 clusters Score -4587888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4587913.000000 Penalty: 4961.720215
	Iteration 48Q: 3 clusters Score -4587913 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -4587943.000000 Penalty: 4961.720215
	Iteration 49Q: 3 clusters Score -4587943 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -4587958.500000 Penalty: 4961.720215
	Iteration 50Q: 3 clusters Score -4587958 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -4587988.000000 Penalty: 4961.720215
	Iteration 51Q: 3 clusters Score -4587988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -4588026.500000 Penalty: 4961.720215
	Iteration 52Q: 3 clusters Score -4588026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4588053.000000 Penalty: 4961.720215
	Iteration 53Q: 3 clusters Score -4588053 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -4588077.500000 Penalty: 4961.720215
	Iteration 54Q: 3 clusters Score -4588078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4588098.500000 Penalty: 4961.720215
	Iteration 55Q: 3 clusters Score -4588098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4588107.500000 Penalty: 4961.720215
	Iteration 56Q: 3 clusters Score -4588108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -4588119.000000 Penalty: 4961.720215
	Iteration 57Q: 3 clusters Score -4588119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -4588121.000000 Penalty: 4961.720215
	Iteration 58Q: 3 clusters Score -4588121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -4588130.000000 Penalty: 4961.720215
	Iteration 59Q: 3 clusters Score -4588130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -4588129.000000 Penalty: 4961.720215
	Iteration 60F: 3 clusters Score -4588129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -4588130.500000 Penalty: 4961.720215
	Iteration 61Q: 3 clusters Score -4588130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -4588139.000000 Penalty: 4961.720215
	Iteration 62Q: 3 clusters Score -4588139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -4588131.500000 Penalty: 4961.720215
	Iteration 63Q: 3 clusters Score -4588132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -4588142.000000 Penalty: 4961.720215
	Iteration 64Q: 3 clusters Score -4588142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -4588146.500000 Penalty: 4961.720215
	Iteration 65Q: 3 clusters Score -4588146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -4588150.000000 Penalty: 4961.720215
	Iteration 66Q: 3 clusters Score -4588150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -4588151.000000 Penalty: 4961.720215
	Iteration 67Q: 3 clusters Score -4588151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -4588147.500000 Penalty: 4961.720215
	Iteration 68Q: 3 clusters Score -4588148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -4588147.500000 Penalty: 4961.720215
	Iteration 69Q: 3 clusters Score -4588148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -4588153.000000 Penalty: 4961.720215
	Iteration 70Q: 3 clusters Score -4588153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -4588158.500000 Penalty: 4961.720215
	Iteration 71Q: 3 clusters Score -4588158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -4588166.000000 Penalty: 4961.720215
	Iteration 72Q: 3 clusters Score -4588166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4588168.500000 Penalty: 4961.720215
	Iteration 73Q: 3 clusters Score -4588168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -4588168.500000 Penalty: 4961.720215
	Iteration 74Q: 3 clusters Score -4588168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -4588176.000000 Penalty: 4961.720215
	Iteration 75Q: 3 clusters Score -4588176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -4588178.000000 Penalty: 4961.720215
	Iteration 76Q: 3 clusters Score -4588178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -4588176.500000 Penalty: 4961.720215
	Iteration 77Q: 3 clusters Score -4588176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -4588174.500000 Penalty: 4961.720215
	Iteration 78Q: 3 clusters Score -4588174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -4588174.500000 Penalty: 4961.720215
	Iteration 79F: 3 clusters Score -4588174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (45345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Entering Unmasked Estep 
Score: -8589274.000000 Penalty: 2659.069824
	Iteration 0F: 2 clusters Score -8589274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -8558900.000000 Penalty: 5318.139648
	Iteration 0F: 3 clusters Score -8558900 nChanged 21005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -8570601.000000 Penalty: 5318.139648
	Iteration 1F: 3 clusters Score -8570601 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -8571052.000000 Penalty: 5318.139648
	Iteration 2Q: 3 clusters Score -8571052 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -8571406.000000 Penalty: 5318.139648
	Iteration 3Q: 3 clusters Score -8571406 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -8571809.000000 Penalty: 5318.139648
	Iteration 4Q: 3 clusters Score -8571809 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -8572093.000000 Penalty: 5318.139648
	Iteration 5Q: 3 clusters Score -8572093 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -8572347.000000 Penalty: 5318.139648
	Iteration 6Q: 3 clusters Score -8572347 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -8572606.000000 Penalty: 5318.139648
	Iteration 7Q: 3 clusters Score -8572606 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -8572890.000000 Penalty: 5318.139648
	Iteration 8Q: 3 clusters Score -8572890 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -8573251.000000 Penalty: 5318.139648
	Iteration 9Q: 3 clusters Score -8573251 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -8573647.000000 Penalty: 5318.139648
	Iteration 10Q: 3 clusters Score -8573647 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -8574089.000000 Penalty: 5318.139648
	Iteration 11Q: 3 clusters Score -8574089 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -8574654.000000 Penalty: 5318.139648
	Iteration 12Q: 3 clusters Score -8574654 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -8575302.000000 Penalty: 5318.139648
	Iteration 13Q: 3 clusters Score -8575302 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -8576037.000000 Penalty: 5318.139648
	Iteration 14Q: 3 clusters Score -8576037 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -8577022.000000 Penalty: 5318.139648
	Iteration 15Q: 3 clusters Score -8577022 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -8578213.000000 Penalty: 5318.139648
	Iteration 16Q: 3 clusters Score -8578213 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -8579657.000000 Penalty: 5318.139648
	Iteration 17Q: 3 clusters Score -8579657 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -8581333.000000 Penalty: 5318.139648
	Iteration 18Q: 3 clusters Score -8581333 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -8582942.000000 Penalty: 5318.139648
	Iteration 19Q: 3 clusters Score -8582942 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -8584391.000000 Penalty: 5318.139648
	Iteration 20F: 3 clusters Score -8584391 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -8585238.000000 Penalty: 5318.139648
	Iteration 21Q: 3 clusters Score -8585238 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -8585784.000000 Penalty: 5318.139648
	Iteration 22Q: 3 clusters Score -8585784 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -8586091.000000 Penalty: 5318.139648
	Iteration 23Q: 3 clusters Score -8586091 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -8586323.000000 Penalty: 5318.139648
	Iteration 24Q: 3 clusters Score -8586323 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -8586463.000000 Penalty: 5318.139648
	Iteration 25Q: 3 clusters Score -8586463 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -8586551.000000 Penalty: 5318.139648
	Iteration 26Q: 3 clusters Score -8586551 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -8586633.000000 Penalty: 5318.139648
	Iteration 27Q: 3 clusters Score -8586633 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -8586681.000000 Penalty: 5318.139648
	Iteration 28Q: 3 clusters Score -8586681 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -8586710.000000 Penalty: 5318.139648
	Iteration 29Q: 3 clusters Score -8586710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -8586743.000000 Penalty: 5318.139648
	Iteration 30Q: 3 clusters Score -8586743 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -8586786.000000 Penalty: 5318.139648
	Iteration 31Q: 3 clusters Score -8586786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -8586810.000000 Penalty: 5318.139648
	Iteration 32Q: 3 clusters Score -8586810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -8586834.000000 Penalty: 5318.139648
	Iteration 33Q: 3 clusters Score -8586834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -8586856.000000 Penalty: 5318.139648
	Iteration 34Q: 3 clusters Score -8586856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -8586850.000000 Penalty: 5318.139648
	Iteration 35Q: 3 clusters Score -8586850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -8586854.000000 Penalty: 5318.139648
	Iteration 36Q: 3 clusters Score -8586854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8586878.000000 Penalty: 5318.139648
	Iteration 37Q: 3 clusters Score -8586878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -8586892.000000 Penalty: 5318.139648
	Iteration 38Q: 3 clusters Score -8586892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -8586901.000000 Penalty: 5318.139648
	Iteration 39Q: 3 clusters Score -8586901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -8586902.000000 Penalty: 5318.139648
	Iteration 40F: 3 clusters Score -8586902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -8586927.000000 Penalty: 5318.139648
	Iteration 41Q: 3 clusters Score -8586927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -8586923.000000 Penalty: 5318.139648
	Iteration 42Q: 3 clusters Score -8586923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -8586929.000000 Penalty: 5318.139648
	Iteration 43Q: 3 clusters Score -8586929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -8586922.000000 Penalty: 5318.139648
	Iteration 44Q: 3 clusters Score -8586922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -8586927.000000 Penalty: 5318.139648
	Iteration 45Q: 3 clusters Score -8586927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -8586926.000000 Penalty: 5318.139648
	Iteration 46Q: 3 clusters Score -8586926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -8586923.000000 Penalty: 5318.139648
	Iteration 47Q: 3 clusters Score -8586923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -8586919.000000 Penalty: 5318.139648
	Iteration 48Q: 3 clusters Score -8586919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -8586927.000000 Penalty: 5318.139648
	Iteration 49Q: 3 clusters Score -8586927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -8586926.000000 Penalty: 5318.139648
	Iteration 50Q: 3 clusters Score -8586926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -8586939.000000 Penalty: 5318.139648
	Iteration 51Q: 3 clusters Score -8586939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8586934.000000 Penalty: 5318.139648
	Iteration 52Q: 3 clusters Score -8586934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -8586949.000000 Penalty: 5318.139648
	Iteration 53Q: 3 clusters Score -8586949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -8586943.000000 Penalty: 5318.139648
	Iteration 54Q: 3 clusters Score -8586943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -8586952.000000 Penalty: 5318.139648
	Iteration 55Q: 3 clusters Score -8586952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -8586947.000000 Penalty: 5318.139648
	Iteration 56Q: 3 clusters Score -8586947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -8586949.000000 Penalty: 5318.139648
	Iteration 57Q: 3 clusters Score -8586949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -8586949.000000 Penalty: 5318.139648
	Iteration 58Q: 3 clusters Score -8586949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -8586948.000000 Penalty: 5318.139648
	Iteration 59Q: 3 clusters Score -8586948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -8586943.000000 Penalty: 5318.139648
	Iteration 60F: 3 clusters Score -8586943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -8586947.000000 Penalty: 5318.139648
	Iteration 61Q: 3 clusters Score -8586947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -8586952.000000 Penalty: 5318.139648
	Iteration 62Q: 3 clusters Score -8586952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -8586953.000000 Penalty: 5318.139648
	Iteration 63Q: 3 clusters Score -8586953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -8586960.000000 Penalty: 5318.139648
	Iteration 64Q: 3 clusters Score -8586960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -8586960.000000 Penalty: 5318.139648
	Iteration 65Q: 3 clusters Score -8586960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -8586960.000000 Penalty: 5318.139648
	Iteration 66Q: 3 clusters Score -8586960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -8586960.000000 Penalty: 5318.139648
	Iteration 67F: 3 clusters Score -8586960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -118177.757812 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -118177.8 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 384 members 
Entering Unmasked Estep 
Score: -116560.101562 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -116560.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117049.828125 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -117049.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -117390.867188 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -117390.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -117604.390625 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -117604.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -117734.328125 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -117734.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -117899.968750 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -117900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -118086.164062 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -118086.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -118265.953125 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -118266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -118422.289062 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -118422.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -118517.070312 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -118517.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118618.812500 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -118618.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -118678.554688 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -118678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -118687.125000 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -118687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118688.171875 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -118688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -118691.101562 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -118691.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -118692.312500 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -118692.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -118694.335938 Penalty: 3270.149902
	Iteration 16F: 3 clusters Score -118694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -118712.476562 Penalty: 3270.149902
	Iteration 17Q: 3 clusters Score -118712.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118723.429688 Penalty: 3270.149902
	Iteration 18Q: 3 clusters Score -118723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -118754.312500 Penalty: 3270.149902
	Iteration 19Q: 3 clusters Score -118754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -118821.679688 Penalty: 3270.149902
	Iteration 20F: 3 clusters Score -118821.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -118857.132812 Penalty: 3270.149902
	Iteration 21Q: 3 clusters Score -118857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -118857.132812 Penalty: 3270.149902
	Iteration 22F: 3 clusters Score -118857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30417 members 
Mstep: Class 6 contains 29827 members 
Mstep: Class 7 contains 4754 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 13606 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25416 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22103 members 
Mstep: Class 30 contains 45345 members 
Mstep: Class 31 contains 333 members 
Mstep: Class 32 contains 19515 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17214 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29116 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17185 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27152 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8631 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26525 members 
Mstep: Class 52 contains 739 members 
Mstep: Class 53 contains 397 members 
Entering Unmasked Estep 
Score: -84202672.000000 Penalty: 170644.796875
Splitting cluster 31 changes total score from -84203672.000000 to -84202672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (19515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Entering Unmasked Estep 
Score: -3824452.000000 Penalty: 2449.976807
	Iteration 0F: 2 clusters Score -3824452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3810731.500000 Penalty: 4899.953613
	Iteration 0F: 3 clusters Score -3810732 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3815182.750000 Penalty: 4899.953613
	Iteration 1F: 3 clusters Score -3815183 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3815631.000000 Penalty: 4899.953613
	Iteration 2F: 3 clusters Score -3815631 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3816059.750000 Penalty: 4899.953613
	Iteration 3Q: 3 clusters Score -3816060 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3816532.500000 Penalty: 4899.953613
	Iteration 4F: 3 clusters Score -3816532 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3817177.750000 Penalty: 4899.953613
	Iteration 5F: 3 clusters Score -3817178 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3817966.250000 Penalty: 4899.953613
	Iteration 6F: 3 clusters Score -3817966 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -3818830.000000 Penalty: 4899.953613
	Iteration 7F: 3 clusters Score -3818830 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3819796.750000 Penalty: 4899.953613
	Iteration 8F: 3 clusters Score -3819797 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3820745.000000 Penalty: 4899.953613
	Iteration 9F: 3 clusters Score -3820745 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3821572.750000 Penalty: 4899.953613
	Iteration 10Q: 3 clusters Score -3821573 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3822132.750000 Penalty: 4899.953613
	Iteration 11Q: 3 clusters Score -3822133 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3822399.000000 Penalty: 4899.953613
	Iteration 12Q: 3 clusters Score -3822399 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3822522.250000 Penalty: 4899.953613
	Iteration 13Q: 3 clusters Score -3822522 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3822584.750000 Penalty: 4899.953613
	Iteration 14Q: 3 clusters Score -3822585 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3822624.500000 Penalty: 4899.953613
	Iteration 15Q: 3 clusters Score -3822624 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3822641.500000 Penalty: 4899.953613
	Iteration 16Q: 3 clusters Score -3822642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3822654.750000 Penalty: 4899.953613
	Iteration 17Q: 3 clusters Score -3822655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3822667.250000 Penalty: 4899.953613
	Iteration 18Q: 3 clusters Score -3822667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3822675.500000 Penalty: 4899.953613
	Iteration 19Q: 3 clusters Score -3822676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3822674.750000 Penalty: 4899.953613
	Iteration 20F: 3 clusters Score -3822675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3822676.750000 Penalty: 4899.953613
	Iteration 21Q: 3 clusters Score -3822677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3822677.500000 Penalty: 4899.953613
	Iteration 22Q: 3 clusters Score -3822678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3822684.250000 Penalty: 4899.953613
	Iteration 23Q: 3 clusters Score -3822684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3822697.000000 Penalty: 4899.953613
	Iteration 24Q: 3 clusters Score -3822697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3822701.250000 Penalty: 4899.953613
	Iteration 25Q: 3 clusters Score -3822701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3822702.250000 Penalty: 4899.953613
	Iteration 26Q: 3 clusters Score -3822702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3822710.250000 Penalty: 4899.953613
	Iteration 27Q: 3 clusters Score -3822710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3822713.750000 Penalty: 4899.953613
	Iteration 28Q: 3 clusters Score -3822714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3822720.000000 Penalty: 4899.953613
	Iteration 29Q: 3 clusters Score -3822720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3822727.000000 Penalty: 4899.953613
	Iteration 30Q: 3 clusters Score -3822727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3822735.250000 Penalty: 4899.953613
	Iteration 31Q: 3 clusters Score -3822735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3822742.750000 Penalty: 4899.953613
	Iteration 32Q: 3 clusters Score -3822743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3822753.250000 Penalty: 4899.953613
	Iteration 33Q: 3 clusters Score -3822753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3822759.000000 Penalty: 4899.953613
	Iteration 34Q: 3 clusters Score -3822759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3822755.000000 Penalty: 4899.953613
	Iteration 35Q: 3 clusters Score -3822755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3822760.750000 Penalty: 4899.953613
	Iteration 36Q: 3 clusters Score -3822761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3822761.750000 Penalty: 4899.953613
	Iteration 37Q: 3 clusters Score -3822762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3822756.500000 Penalty: 4899.953613
	Iteration 38Q: 3 clusters Score -3822756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3822757.750000 Penalty: 4899.953613
	Iteration 39Q: 3 clusters Score -3822758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3822757.250000 Penalty: 4899.953613
	Iteration 40F: 3 clusters Score -3822757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3822761.500000 Penalty: 4899.953613
	Iteration 41Q: 3 clusters Score -3822762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3822760.750000 Penalty: 4899.953613
	Iteration 42Q: 3 clusters Score -3822761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3822759.500000 Penalty: 4899.953613
	Iteration 43Q: 3 clusters Score -3822760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3822756.250000 Penalty: 4899.953613
	Iteration 44Q: 3 clusters Score -3822756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3822756.250000 Penalty: 4899.953613
	Iteration 45F: 3 clusters Score -3822756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -55320.167969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -55320.17 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: -54042.953125 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -54042.95 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54481.816406 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -54481.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54803.429688 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -54803.43 nChanged 20
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: -54884.546875 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -54884.55 nChanged 11
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: -54949.351562 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -54949.35 nChanged 7
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: -55019.003906 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -55019 nChanged 5
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: -55054.585938 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -55054.59 nChanged 4
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: -55069.015625 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -55069.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55097.324219 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -55097.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55102.730469 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -55102.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55126.476562 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -55126.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55150.335938 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -55150.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55154.785156 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -55154.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55169.019531 Penalty: 2991.219971
	Iteration 13Q: 3 clusters Score -55169.02 nChanged 1
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: -55183.335938 Penalty: 2991.219971
	Iteration 14Q: 3 clusters Score -55183.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55196.332031 Penalty: 2991.219971
	Iteration 15Q: 3 clusters Score -55196.33 nChanged 2
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: -55203.355469 Penalty: 2991.219971
	Iteration 16Q: 3 clusters Score -55203.36 nChanged 0
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: -55220.281250 Penalty: 2991.219971
	Iteration 17F: 3 clusters Score -55220.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55285.960938 Penalty: 2991.219971
	Iteration 18Q: 3 clusters Score -55285.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55344.855469 Penalty: 2991.219971
	Iteration 19Q: 3 clusters Score -55344.86 nChanged 5
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: -55449.550781 Penalty: 2991.219971
	Iteration 20F: 3 clusters Score -55449.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55524.171875 Penalty: 2991.219971
	Iteration 21Q: 3 clusters Score -55524.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55559.843750 Penalty: 2991.219971
	Iteration 22Q: 3 clusters Score -55559.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55584.855469 Penalty: 2991.219971
	Iteration 23Q: 3 clusters Score -55584.86 nChanged 1
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: -55595.089844 Penalty: 2991.219971
	Iteration 24Q: 3 clusters Score -55595.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55613.789062 Penalty: 2991.219971
	Iteration 25Q: 3 clusters Score -55613.79 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: -55623.640625 Penalty: 2991.219971
	Iteration 26Q: 3 clusters Score -55623.64 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: -55652.613281 Penalty: 2991.219971
	Iteration 27Q: 3 clusters Score -55652.61 nChanged 3
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: -55670.191406 Penalty: 2991.219971
	Iteration 28Q: 3 clusters Score -55670.19 nChanged 0
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: -55670.191406 Penalty: 2991.219971
	Iteration 29F: 3 clusters Score -55670.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30417 members 
Mstep: Class 6 contains 29827 members 
Mstep: Class 7 contains 4754 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 13606 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25416 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22103 members 
Mstep: Class 30 contains 45345 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 19515 members 
Mstep: Class 33 contains 166 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17214 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29116 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17185 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27152 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8631 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26525 members 
Mstep: Class 52 contains 739 members 
Mstep: Class 53 contains 250 members 
Entering Unmasked Estep 
Score: -84202256.000000 Penalty: 170644.796875
Splitting cluster 33 changes total score from -84203672.000000 to -84202256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -91215.054688 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -91215.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -89705.585938 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -89705.59 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89955.601562 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -89955.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90080.023438 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -90080.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90155.468750 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -90155.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90226.101562 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -90226.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90351.382812 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -90351.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -90433.570312 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -90433.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -90482.835938 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -90482.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90518.953125 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -90518.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -90529.656250 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -90529.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90531.984375 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -90531.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -90534.578125 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -90534.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -90534.578125 Penalty: 3107.589355
	Iteration 12F: 3 clusters Score -90534.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Entering Unmasked Estep 
Score: -3705944.250000 Penalty: 2418.862549
	Iteration 0F: 2 clusters Score -3705944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3695146.250000 Penalty: 4837.725098
	Iteration 0F: 3 clusters Score -3695146 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3699169.750000 Penalty: 4837.725098
	Iteration 1F: 3 clusters Score -3699170 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3699534.250000 Penalty: 4837.725098
	Iteration 2F: 3 clusters Score -3699534 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3699812.750000 Penalty: 4837.725098
	Iteration 3Q: 3 clusters Score -3699813 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -3700006.250000 Penalty: 4837.725098
	Iteration 4Q: 3 clusters Score -3700006 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3700192.250000 Penalty: 4837.725098
	Iteration 5Q: 3 clusters Score -3700192 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3700325.250000 Penalty: 4837.725098
	Iteration 6Q: 3 clusters Score -3700325 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -3700477.250000 Penalty: 4837.725098
	Iteration 7Q: 3 clusters Score -3700477 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3700736.000000 Penalty: 4837.725098
	Iteration 8Q: 3 clusters Score -3700736 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3701083.750000 Penalty: 4837.725098
	Iteration 9Q: 3 clusters Score -3701084 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3701480.250000 Penalty: 4837.725098
	Iteration 10Q: 3 clusters Score -3701480 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3701843.750000 Penalty: 4837.725098
	Iteration 11Q: 3 clusters Score -3701844 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3702246.500000 Penalty: 4837.725098
	Iteration 12Q: 3 clusters Score -3702246 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3702537.500000 Penalty: 4837.725098
	Iteration 13Q: 3 clusters Score -3702538 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3702798.500000 Penalty: 4837.725098
	Iteration 14Q: 3 clusters Score -3702798 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3703058.250000 Penalty: 4837.725098
	Iteration 15Q: 3 clusters Score -3703058 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3703259.000000 Penalty: 4837.725098
	Iteration 16Q: 3 clusters Score -3703259 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3703457.250000 Penalty: 4837.725098
	Iteration 17Q: 3 clusters Score -3703457 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3703612.000000 Penalty: 4837.725098
	Iteration 18Q: 3 clusters Score -3703612 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3703711.750000 Penalty: 4837.725098
	Iteration 19Q: 3 clusters Score -3703712 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3703860.750000 Penalty: 4837.725098
	Iteration 20F: 3 clusters Score -3703861 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3703927.250000 Penalty: 4837.725098
	Iteration 21Q: 3 clusters Score -3703927 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3703964.750000 Penalty: 4837.725098
	Iteration 22Q: 3 clusters Score -3703965 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3704041.750000 Penalty: 4837.725098
	Iteration 23Q: 3 clusters Score -3704042 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3704069.500000 Penalty: 4837.725098
	Iteration 24Q: 3 clusters Score -3704070 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3704070.250000 Penalty: 4837.725098
	Iteration 25Q: 3 clusters Score -3704070 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3704084.000000 Penalty: 4837.725098
	Iteration 26Q: 3 clusters Score -3704084 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3704043.250000 Penalty: 4837.725098
	Iteration 27Q: 3 clusters Score -3704043 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3704198.500000 Penalty: 4837.725098
	Iteration 28Q: 3 clusters Score -3704198 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3704305.000000 Penalty: 4837.725098
	Iteration 29Q: 3 clusters Score -3704305 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3704424.250000 Penalty: 4837.725098
	Iteration 30Q: 3 clusters Score -3704424 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -3704493.500000 Penalty: 4837.725098
	Iteration 31Q: 3 clusters Score -3704494 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -3704571.750000 Penalty: 4837.725098
	Iteration 32Q: 3 clusters Score -3704572 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3704638.250000 Penalty: 4837.725098
	Iteration 33Q: 3 clusters Score -3704638 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3704690.000000 Penalty: 4837.725098
	Iteration 34Q: 3 clusters Score -3704690 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3704722.750000 Penalty: 4837.725098
	Iteration 35Q: 3 clusters Score -3704723 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -3704766.750000 Penalty: 4837.725098
	Iteration 36Q: 3 clusters Score -3704767 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3704778.000000 Penalty: 4837.725098
	Iteration 37Q: 3 clusters Score -3704778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3704779.250000 Penalty: 4837.725098
	Iteration 38Q: 3 clusters Score -3704779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3704787.250000 Penalty: 4837.725098
	Iteration 39Q: 3 clusters Score -3704787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3704847.250000 Penalty: 4837.725098
	Iteration 40F: 3 clusters Score -3704847 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3704882.750000 Penalty: 4837.725098
	Iteration 41Q: 3 clusters Score -3704883 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3704906.000000 Penalty: 4837.725098
	Iteration 42Q: 3 clusters Score -3704906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3704923.500000 Penalty: 4837.725098
	Iteration 43Q: 3 clusters Score -3704924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -3704929.000000 Penalty: 4837.725098
	Iteration 44Q: 3 clusters Score -3704929 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3704921.250000 Penalty: 4837.725098
	Iteration 45Q: 3 clusters Score -3704921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3704940.500000 Penalty: 4837.725098
	Iteration 46Q: 3 clusters Score -3704940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -3704949.000000 Penalty: 4837.725098
	Iteration 47Q: 3 clusters Score -3704949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3704939.500000 Penalty: 4837.725098
	Iteration 48Q: 3 clusters Score -3704940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3704941.250000 Penalty: 4837.725098
	Iteration 49Q: 3 clusters Score -3704941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3704942.000000 Penalty: 4837.725098
	Iteration 50Q: 3 clusters Score -3704942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3704946.500000 Penalty: 4837.725098
	Iteration 51Q: 3 clusters Score -3704946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3704944.750000 Penalty: 4837.725098
	Iteration 52Q: 3 clusters Score -3704945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -3704946.750000 Penalty: 4837.725098
	Iteration 53Q: 3 clusters Score -3704947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -3704946.750000 Penalty: 4837.725098
	Iteration 54Q: 3 clusters Score -3704947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -3704948.750000 Penalty: 4837.725098
	Iteration 55Q: 3 clusters Score -3704949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3704946.500000 Penalty: 4837.725098
	Iteration 56Q: 3 clusters Score -3704946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3704946.250000 Penalty: 4837.725098
	Iteration 57Q: 3 clusters Score -3704946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -3704946.500000 Penalty: 4837.725098
	Iteration 58Q: 3 clusters Score -3704946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3704951.500000 Penalty: 4837.725098
	Iteration 59Q: 3 clusters Score -3704952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3704959.000000 Penalty: 4837.725098
	Iteration 60F: 3 clusters Score -3704959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3704957.250000 Penalty: 4837.725098
	Iteration 61Q: 3 clusters Score -3704957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3704953.250000 Penalty: 4837.725098
	Iteration 62Q: 3 clusters Score -3704953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3704956.750000 Penalty: 4837.725098
	Iteration 63Q: 3 clusters Score -3704957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3704957.250000 Penalty: 4837.725098
	Iteration 64Q: 3 clusters Score -3704957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3704959.250000 Penalty: 4837.725098
	Iteration 65Q: 3 clusters Score -3704959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3704959.250000 Penalty: 4837.725098
	Iteration 66F: 3 clusters Score -3704959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -144024.968750 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -144025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -142254.625000 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -142254.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -142531.500000 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -142531.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -142650.921875 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -142650.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -142746.734375 Penalty: 3311.208252
	Iteration 3Q: 3 clusters Score -142746.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -142856.562500 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -142856.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -142944.718750 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -142944.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -143042.750000 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -143042.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -143174.812500 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -143174.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -143408.015625 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -143408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -143842.859375 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -143842.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -144115.765625 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -144115.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -144179.859375 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -144179.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -144243.187500 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -144243.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -144276.140625 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -144276.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -144305.062500 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -144305.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -144351.546875 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -144351.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -144449.421875 Penalty: 3311.208252
	Iteration 16Q: 3 clusters Score -144449.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -144607.015625 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -144607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -144818.718750 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -144818.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -144930.953125 Penalty: 3311.208252
	Iteration 19Q: 3 clusters Score -144931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -144930.953125 Penalty: 3311.208252
	Iteration 20F: 3 clusters Score -144931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30417 members 
Mstep: Class 6 contains 29827 members 
Mstep: Class 7 contains 4754 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 13606 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25416 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22103 members 
Mstep: Class 30 contains 45345 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 19515 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17214 members 
Mstep: Class 36 contains 255 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29116 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17185 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27152 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8631 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26525 members 
Mstep: Class 52 contains 739 members 
Mstep: Class 53 contains 538 members 
Entering Unmasked Estep 
Score: -84202864.000000 Penalty: 170644.796875
Splitting cluster 36 changes total score from -84203672.000000 to -84202864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -113572.640625 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -113572.6 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 356 members 
Entering Unmasked Estep 
Score: -111964.656250 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -111964.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -112313.781250 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -112313.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -112471.460938 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -112471.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -112592.359375 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -112592.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -112702.257812 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -112702.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -112798.726562 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -112798.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -112858.062500 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -112858.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -112886.687500 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -112886.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -112918.320312 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -112918.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112946.031250 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -112946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -112969.648438 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -112969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -112977.765625 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -112977.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112982.687500 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -112982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -112989.031250 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -112989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -112991.468750 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -112991.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -112992.171875 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -112992.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -112992.171875 Penalty: 3261.237549
	Iteration 16F: 3 clusters Score -112992.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (29116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Entering Unmasked Estep 
Score: -5722228.500000 Penalty: 2549.202637
	Iteration 0F: 2 clusters Score -5722228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -5705039.500000 Penalty: 5098.405273
	Iteration 0F: 3 clusters Score -5705040 nChanged 13091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -5712039.500000 Penalty: 5098.405273
	Iteration 1F: 3 clusters Score -5712040 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -5712428.500000 Penalty: 5098.405273
	Iteration 2Q: 3 clusters Score -5712428 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -5712757.500000 Penalty: 5098.405273
	Iteration 3Q: 3 clusters Score -5712758 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -5713109.500000 Penalty: 5098.405273
	Iteration 4Q: 3 clusters Score -5713110 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -5713421.500000 Penalty: 5098.405273
	Iteration 5Q: 3 clusters Score -5713422 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -5713789.500000 Penalty: 5098.405273
	Iteration 6Q: 3 clusters Score -5713790 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -5714157.500000 Penalty: 5098.405273
	Iteration 7Q: 3 clusters Score -5714158 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -5714578.500000 Penalty: 5098.405273
	Iteration 8Q: 3 clusters Score -5714578 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -5715198.000000 Penalty: 5098.405273
	Iteration 9Q: 3 clusters Score -5715198 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -5715896.000000 Penalty: 5098.405273
	Iteration 10Q: 3 clusters Score -5715896 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -5716821.500000 Penalty: 5098.405273
	Iteration 11Q: 3 clusters Score -5716822 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -5717751.500000 Penalty: 5098.405273
	Iteration 12F: 3 clusters Score -5717752 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -5718510.000000 Penalty: 5098.405273
	Iteration 13Q: 3 clusters Score -5718510 nChanged 1057
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5718974 nChanged 745
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5719200 nChanged 495
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Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5719350 nChanged 401
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Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5719460 nChanged 360
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Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5719548 nChanged 309
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Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5719615 nChanged 282
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Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5719689 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5719732 nChanged 214
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Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5719781 nChanged 217
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Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5719822 nChanged 236
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Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5719856 nChanged 192
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Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5719856 nChanged 206
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Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5719848 nChanged 178
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Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5719860 nChanged 180
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Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5719846 nChanged 187
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Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5719861 nChanged 195
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Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5719870 nChanged 197
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Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5719848 nChanged 171
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Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5719836 nChanged 175
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Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5719828 nChanged 167
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Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5719820 nChanged 162
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Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5719784 nChanged 149
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Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5719782 nChanged 147
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Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 22015 members 
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	Iteration 37Q: 3 clusters Score -5719758 nChanged 151
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Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5719764 nChanged 171
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Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5719740 nChanged 176
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Mstep: Class 1 contains 6789 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5719717 nChanged 172
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Mstep: Class 1 contains 6723 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5719727 nChanged 155
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Mstep: Class 1 contains 6642 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5719726 nChanged 161
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Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5719714 nChanged 153
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Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 22632 members 
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	Iteration 44Q: 3 clusters Score -5719681 nChanged 164
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Mstep: Class 1 contains 6420 members 
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	Iteration 45Q: 3 clusters Score -5719677 nChanged 137
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Mstep: Class 1 contains 6385 members 
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	Iteration 46Q: 3 clusters Score -5719651 nChanged 121
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Mstep: Class 1 contains 6356 members 
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	Iteration 47Q: 3 clusters Score -5719662 nChanged 123
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Mstep: Class 1 contains 6329 members 
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	Iteration 48Q: 3 clusters Score -5719646 nChanged 123
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Mstep: Class 1 contains 6320 members 
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	Iteration 49Q: 3 clusters Score -5719656 nChanged 134
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Mstep: Class 1 contains 6316 members 
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	Iteration 50Q: 3 clusters Score -5719642 nChanged 139
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Mstep: Class 1 contains 6321 members 
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	Iteration 51Q: 3 clusters Score -5719654 nChanged 142
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Mstep: Class 1 contains 6313 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5719650 nChanged 127
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Mstep: Class 1 contains 6288 members 
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	Iteration 53Q: 3 clusters Score -5719637 nChanged 157
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Mstep: Class 1 contains 6267 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5719644 nChanged 155
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Mstep: Class 1 contains 6248 members 
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	Iteration 55Q: 3 clusters Score -5719658 nChanged 133
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Mstep: Class 1 contains 6217 members 
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	Iteration 56Q: 3 clusters Score -5719662 nChanged 150
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Mstep: Class 1 contains 6201 members 
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	Iteration 57Q: 3 clusters Score -5719678 nChanged 142
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Mstep: Class 1 contains 6187 members 
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	Iteration 58Q: 3 clusters Score -5719664 nChanged 131
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Mstep: Class 1 contains 6190 members 
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	Iteration 59Q: 3 clusters Score -5719662 nChanged 126
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Mstep: Class 1 contains 6204 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5719683 nChanged 124
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Mstep: Class 1 contains 6212 members 
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	Iteration 61Q: 3 clusters Score -5719704 nChanged 109
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Mstep: Class 1 contains 6241 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5719704 nChanged 114
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Mstep: Class 1 contains 6269 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5719721 nChanged 117
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	Iteration 64Q: 3 clusters Score -5719720 nChanged 104
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	Iteration 65Q: 3 clusters Score -5719717 nChanged 105
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Mstep: Class 1 contains 6365 members 
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	Iteration 66Q: 3 clusters Score -5719729 nChanged 106
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Mstep: Class 1 contains 6401 members 
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	Iteration 67Q: 3 clusters Score -5719754 nChanged 108
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	Iteration 68Q: 3 clusters Score -5719756 nChanged 96
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5719768 nChanged 79
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Mstep: Class 1 contains 6492 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5719770 nChanged 81
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Mstep: Class 1 contains 6519 members 
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	Iteration 71Q: 3 clusters Score -5719767 nChanged 75
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Mstep: Class 1 contains 6538 members 
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	Iteration 72Q: 3 clusters Score -5719780 nChanged 73
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	Iteration 73Q: 3 clusters Score -5719780 nChanged 79
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Mstep: Class 1 contains 6584 members 
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	Iteration 74Q: 3 clusters Score -5719788 nChanged 78
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Mstep: Class 1 contains 6604 members 
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	Iteration 75Q: 3 clusters Score -5719804 nChanged 75
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	Iteration 76Q: 3 clusters Score -5719814 nChanged 77
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	Iteration 77Q: 3 clusters Score -5719799 nChanged 93
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	Iteration 78Q: 3 clusters Score -5719814 nChanged 86
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5719803 nChanged 88
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Mstep: Class 1 contains 6705 members 
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	Iteration 80F: 3 clusters Score -5719792 nChanged 87
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Mstep: Class 1 contains 6734 members 
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	Iteration 81Q: 3 clusters Score -5719788 nChanged 88
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	Iteration 82Q: 3 clusters Score -5719816 nChanged 76
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	Iteration 83Q: 3 clusters Score -5719811 nChanged 76
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	Iteration 84Q: 3 clusters Score -5719810 nChanged 75
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Mstep: Class 1 contains 6817 members 
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	Iteration 85Q: 3 clusters Score -5719828 nChanged 79
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Mstep: Class 1 contains 6832 members 
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	Iteration 86Q: 3 clusters Score -5719836 nChanged 81
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	Iteration 87Q: 3 clusters Score -5719860 nChanged 79
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	Iteration 88Q: 3 clusters Score -5719866 nChanged 88
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Mstep: Class 1 contains 6882 members 
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	Iteration 89Q: 3 clusters Score -5719868 nChanged 80
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Mstep: Class 1 contains 6910 members 
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	Iteration 90Q: 3 clusters Score -5719884 nChanged 74
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Mstep: Class 1 contains 6926 members 
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	Iteration 91Q: 3 clusters Score -5719888 nChanged 61
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	Iteration 92Q: 3 clusters Score -5719884 nChanged 68
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Mstep: Class 1 contains 6975 members 
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	Iteration 93Q: 3 clusters Score -5719900 nChanged 71
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Mstep: Class 1 contains 7006 members 
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	Iteration 94Q: 3 clusters Score -5719910 nChanged 62
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	Iteration 95Q: 3 clusters Score -5719898 nChanged 59
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	Iteration 96Q: 3 clusters Score -5719906 nChanged 51
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	Iteration 97Q: 3 clusters Score -5719906 nChanged 60
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Mstep: Class 1 contains 7076 members 
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	Iteration 98Q: 3 clusters Score -5719900 nChanged 44
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	Iteration 99Q: 3 clusters Score -5719897 nChanged 43
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	Iteration 100F: 3 clusters Score -5719900 nChanged 50
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	Iteration 101Q: 3 clusters Score -5719902 nChanged 47
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	Iteration 102Q: 3 clusters Score -5719901 nChanged 45
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	Iteration 103Q: 3 clusters Score -5719900 nChanged 45
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	Iteration 104Q: 3 clusters Score -5719908 nChanged 44
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	Iteration 105Q: 3 clusters Score -5719920 nChanged 46
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	Iteration 106Q: 3 clusters Score -5719908 nChanged 55
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	Iteration 107Q: 3 clusters Score -5719890 nChanged 50
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Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 21889 members 
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Mstep: Class 2 contains 21859 members 
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Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 21841 members 
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	Iteration 110Q: 3 clusters Score -5719906 nChanged 48
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	Iteration 120F: 3 clusters Score -5719964 nChanged 51
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	Iteration 127Q: 3 clusters Score -5719984 nChanged 32
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	Iteration 154Q: 3 clusters Score -5720117 nChanged 50
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	Iteration 158Q: 3 clusters Score -5720135 nChanged 50
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	Iteration 159Q: 3 clusters Score -5720148 nChanged 49
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	Iteration 160F: 3 clusters Score -5720158 nChanged 37
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	Iteration 161Q: 3 clusters Score -5720161 nChanged 38
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	Iteration 163Q: 3 clusters Score -5720161 nChanged 32
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	Iteration 164Q: 3 clusters Score -5720162 nChanged 24
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	Iteration 165Q: 3 clusters Score -5720164 nChanged 26
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	Iteration 166Q: 3 clusters Score -5720162 nChanged 26
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	Iteration 167Q: 3 clusters Score -5720154 nChanged 23
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	Iteration 168Q: 3 clusters Score -5720162 nChanged 23
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	Iteration 169Q: 3 clusters Score -5720157 nChanged 24
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	Iteration 170Q: 3 clusters Score -5720152 nChanged 21
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	Iteration 171Q: 3 clusters Score -5720154 nChanged 15
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	Iteration 172Q: 3 clusters Score -5720171 nChanged 13
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	Iteration 173Q: 3 clusters Score -5720174 nChanged 13
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	Iteration 174Q: 3 clusters Score -5720178 nChanged 14
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	Iteration 175Q: 3 clusters Score -5720164 nChanged 20
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	Iteration 176Q: 3 clusters Score -5720171 nChanged 22
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	Iteration 177Q: 3 clusters Score -5720187 nChanged 23
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	Iteration 178Q: 3 clusters Score -5720199 nChanged 22
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	Iteration 179Q: 3 clusters Score -5720198 nChanged 20
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	Iteration 180F: 3 clusters Score -5720204 nChanged 15
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	Iteration 181Q: 3 clusters Score -5720203 nChanged 16
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	Iteration 183Q: 3 clusters Score -5720205 nChanged 10
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	Iteration 184Q: 3 clusters Score -5720202 nChanged 15
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	Iteration 185Q: 3 clusters Score -5720197 nChanged 13
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	Iteration 187Q: 3 clusters Score -5720205 nChanged 12
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	Iteration 188Q: 3 clusters Score -5720201 nChanged 10
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	Iteration 189Q: 3 clusters Score -5720208 nChanged 16
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	Iteration 190Q: 3 clusters Score -5720202 nChanged 14
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	Iteration 191Q: 3 clusters Score -5720196 nChanged 15
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	Iteration 192Q: 3 clusters Score -5720194 nChanged 24
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	Iteration 194Q: 3 clusters Score -5720186 nChanged 24
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	Iteration 196Q: 3 clusters Score -5720182 nChanged 16
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	Iteration 197Q: 3 clusters Score -5720170 nChanged 12
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	Iteration 198Q: 3 clusters Score -5720184 nChanged 4
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	Iteration 199Q: 3 clusters Score -5720188 nChanged 8
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	Iteration 200F: 3 clusters Score -5720195 nChanged 6
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	Iteration 201Q: 3 clusters Score -5720181 nChanged 7
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Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -5720187.500000 Penalty: 5098.405273
	Iteration 202Q: 3 clusters Score -5720188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -5720181.500000 Penalty: 5098.405273
	Iteration 203Q: 3 clusters Score -5720182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -5720176.500000 Penalty: 5098.405273
	Iteration 204Q: 3 clusters Score -5720176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -5720178.500000 Penalty: 5098.405273
	Iteration 205Q: 3 clusters Score -5720178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -5720173.500000 Penalty: 5098.405273
	Iteration 206Q: 3 clusters Score -5720174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -5720175.500000 Penalty: 5098.405273
	Iteration 207Q: 3 clusters Score -5720176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -5720175.000000 Penalty: 5098.405273
	Iteration 208Q: 3 clusters Score -5720175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -5720177.500000 Penalty: 5098.405273
	Iteration 209Q: 3 clusters Score -5720178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -5720177.500000 Penalty: 5098.405273
	Iteration 210F: 3 clusters Score -5720178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -92289.507812 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -92289.51 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 284 members 
Entering Unmasked Estep 
Score: -90805.812500 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -90805.81 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -91026.406250 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -91026.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -91261.148438 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -91261.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91404.046875 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -91404.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91500.671875 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -91500.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -91588.492188 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -91588.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -91605.078125 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -91605.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91608.562500 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -91608.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91611.367188 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -91611.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91611.367188 Penalty: 3152.629395
	Iteration 9F: 3 clusters Score -91611.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Entering Unmasked Estep 
Score: -3696941.250000 Penalty: 2418.444336
	Iteration 0F: 2 clusters Score -3696941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -3686016.000000 Penalty: 4836.888672
	Iteration 0F: 3 clusters Score -3686016 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3689963.750000 Penalty: 4836.888672
	Iteration 1F: 3 clusters Score -3689964 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3690300.250000 Penalty: 4836.888672
	Iteration 2F: 3 clusters Score -3690300 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3690556.000000 Penalty: 4836.888672
	Iteration 3Q: 3 clusters Score -3690556 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3690721.750000 Penalty: 4836.888672
	Iteration 4Q: 3 clusters Score -3690722 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3690882.000000 Penalty: 4836.888672
	Iteration 5Q: 3 clusters Score -3690882 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3690989.500000 Penalty: 4836.888672
	Iteration 6Q: 3 clusters Score -3690990 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3691128.500000 Penalty: 4836.888672
	Iteration 7Q: 3 clusters Score -3691128 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3691248.250000 Penalty: 4836.888672
	Iteration 8Q: 3 clusters Score -3691248 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3691355.250000 Penalty: 4836.888672
	Iteration 9Q: 3 clusters Score -3691355 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3691417.500000 Penalty: 4836.888672
	Iteration 10Q: 3 clusters Score -3691418 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3691504.250000 Penalty: 4836.888672
	Iteration 11Q: 3 clusters Score -3691504 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3691633.000000 Penalty: 4836.888672
	Iteration 12Q: 3 clusters Score -3691633 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3691994.250000 Penalty: 4836.888672
	Iteration 13Q: 3 clusters Score -3691994 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3692252.250000 Penalty: 4836.888672
	Iteration 14Q: 3 clusters Score -3692252 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3692584.750000 Penalty: 4836.888672
	Iteration 15Q: 3 clusters Score -3692585 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3692948.750000 Penalty: 4836.888672
	Iteration 16Q: 3 clusters Score -3692949 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3693231.750000 Penalty: 4836.888672
	Iteration 17Q: 3 clusters Score -3693232 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3693493.750000 Penalty: 4836.888672
	Iteration 18Q: 3 clusters Score -3693494 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3693787.750000 Penalty: 4836.888672
	Iteration 19Q: 3 clusters Score -3693788 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3693996.750000 Penalty: 4836.888672
	Iteration 20F: 3 clusters Score -3693997 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3694199.500000 Penalty: 4836.888672
	Iteration 21Q: 3 clusters Score -3694200 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3694344.500000 Penalty: 4836.888672
	Iteration 22Q: 3 clusters Score -3694344 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3694450.250000 Penalty: 4836.888672
	Iteration 23Q: 3 clusters Score -3694450 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3694520.750000 Penalty: 4836.888672
	Iteration 24Q: 3 clusters Score -3694521 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3694564.250000 Penalty: 4836.888672
	Iteration 25Q: 3 clusters Score -3694564 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3694606.500000 Penalty: 4836.888672
	Iteration 26Q: 3 clusters Score -3694606 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3694648.000000 Penalty: 4836.888672
	Iteration 27Q: 3 clusters Score -3694648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3694688.500000 Penalty: 4836.888672
	Iteration 28Q: 3 clusters Score -3694688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3694727.750000 Penalty: 4836.888672
	Iteration 29Q: 3 clusters Score -3694728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3694758.000000 Penalty: 4836.888672
	Iteration 30Q: 3 clusters Score -3694758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3694784.000000 Penalty: 4836.888672
	Iteration 31Q: 3 clusters Score -3694784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3694801.750000 Penalty: 4836.888672
	Iteration 32Q: 3 clusters Score -3694802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3694819.500000 Penalty: 4836.888672
	Iteration 33Q: 3 clusters Score -3694820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3694830.000000 Penalty: 4836.888672
	Iteration 34Q: 3 clusters Score -3694830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3694841.000000 Penalty: 4836.888672
	Iteration 35Q: 3 clusters Score -3694841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3694860.000000 Penalty: 4836.888672
	Iteration 36Q: 3 clusters Score -3694860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3694863.250000 Penalty: 4836.888672
	Iteration 37Q: 3 clusters Score -3694863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3694875.500000 Penalty: 4836.888672
	Iteration 38Q: 3 clusters Score -3694876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3694893.500000 Penalty: 4836.888672
	Iteration 39Q: 3 clusters Score -3694894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3694904.750000 Penalty: 4836.888672
	Iteration 40F: 3 clusters Score -3694905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3694912.500000 Penalty: 4836.888672
	Iteration 41Q: 3 clusters Score -3694912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3694915.500000 Penalty: 4836.888672
	Iteration 42Q: 3 clusters Score -3694916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3694920.500000 Penalty: 4836.888672
	Iteration 43Q: 3 clusters Score -3694920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3694921.750000 Penalty: 4836.888672
	Iteration 44Q: 3 clusters Score -3694922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3694925.750000 Penalty: 4836.888672
	Iteration 45Q: 3 clusters Score -3694926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3694922.000000 Penalty: 4836.888672
	Iteration 46Q: 3 clusters Score -3694922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3694920.250000 Penalty: 4836.888672
	Iteration 47Q: 3 clusters Score -3694920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3694923.750000 Penalty: 4836.888672
	Iteration 48Q: 3 clusters Score -3694924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3694923.750000 Penalty: 4836.888672
	Iteration 49F: 3 clusters Score -3694924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -266485.406250 Penalty: 1801.305664
	Iteration 0F: 2 clusters Score -266485.4 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 694 members 
Entering Unmasked Estep 
Score: -264311.937500 Penalty: 3602.611328
	Iteration 0F: 3 clusters Score -264311.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -264801.343750 Penalty: 3602.611328
	Iteration 1F: 3 clusters Score -264801.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -264937.718750 Penalty: 3602.611328
	Iteration 2F: 3 clusters Score -264937.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -265038.312500 Penalty: 3602.611328
	Iteration 3Q: 3 clusters Score -265038.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -265105.875000 Penalty: 3602.611328
	Iteration 4Q: 3 clusters Score -265105.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -265175.187500 Penalty: 3602.611328
	Iteration 5Q: 3 clusters Score -265175.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -265218.250000 Penalty: 3602.611328
	Iteration 6Q: 3 clusters Score -265218.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -265262.406250 Penalty: 3602.611328
	Iteration 7Q: 3 clusters Score -265262.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -265293.968750 Penalty: 3602.611328
	Iteration 8Q: 3 clusters Score -265294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -265325.156250 Penalty: 3602.611328
	Iteration 9Q: 3 clusters Score -265325.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -265351.437500 Penalty: 3602.611328
	Iteration 10Q: 3 clusters Score -265351.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -265369.781250 Penalty: 3602.611328
	Iteration 11Q: 3 clusters Score -265369.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -265379.906250 Penalty: 3602.611328
	Iteration 12Q: 3 clusters Score -265379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -265387.500000 Penalty: 3602.611328
	Iteration 13Q: 3 clusters Score -265387.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -265393.593750 Penalty: 3602.611328
	Iteration 14Q: 3 clusters Score -265393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -265395.531250 Penalty: 3602.611328
	Iteration 15Q: 3 clusters Score -265395.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -265399.031250 Penalty: 3602.611328
	Iteration 16Q: 3 clusters Score -265399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -265402.468750 Penalty: 3602.611328
	Iteration 17Q: 3 clusters Score -265402.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -265402.468750 Penalty: 3602.611328
	Iteration 18F: 3 clusters Score -265402.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -36288.687500 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -36288.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35171.644531 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -35171.64 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35310.738281 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -35310.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35343.089844 Penalty: 2824.091309
	Iteration 2Q: 3 clusters Score -35343.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35352.769531 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -35352.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35352.769531 Penalty: 2824.091309
	Iteration 4F: 3 clusters Score -35352.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -411963.968750 Penalty: 1922.579102
	Iteration 0F: 2 clusters Score -411964 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 1259 members 
Entering Unmasked Estep 
Score: -409152.906250 Penalty: 3845.158203
	Iteration 0F: 3 clusters Score -409152.9 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -409846.156250 Penalty: 3845.158203
	Iteration 1F: 3 clusters Score -409846.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -410119.031250 Penalty: 3845.158203
	Iteration 2F: 3 clusters Score -410119 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -410423.843750 Penalty: 3845.158203
	Iteration 3F: 3 clusters Score -410423.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -410808.593750 Penalty: 3845.158203
	Iteration 4F: 3 clusters Score -410808.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -411176.968750 Penalty: 3845.158203
	Iteration 5F: 3 clusters Score -411177 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -411470.343750 Penalty: 3845.158203
	Iteration 6F: 3 clusters Score -411470.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -411698.312500 Penalty: 3845.158203
	Iteration 7F: 3 clusters Score -411698.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -411850.375000 Penalty: 3845.158203
	Iteration 8Q: 3 clusters Score -411850.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -411958.250000 Penalty: 3845.158203
	Iteration 9Q: 3 clusters Score -411958.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -412022.750000 Penalty: 3845.158203
	Iteration 10Q: 3 clusters Score -412022.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -412073.093750 Penalty: 3845.158203
	Iteration 11Q: 3 clusters Score -412073.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -412106.812500 Penalty: 3845.158203
	Iteration 12Q: 3 clusters Score -412106.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -412123.687500 Penalty: 3845.158203
	Iteration 13Q: 3 clusters Score -412123.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -412132.062500 Penalty: 3845.158203
	Iteration 14Q: 3 clusters Score -412132.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -412134.781250 Penalty: 3845.158203
	Iteration 15Q: 3 clusters Score -412134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -412135.625000 Penalty: 3845.158203
	Iteration 16Q: 3 clusters Score -412135.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -412138.531250 Penalty: 3845.158203
	Iteration 17Q: 3 clusters Score -412138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -412138.531250 Penalty: 3845.158203
	Iteration 18F: 3 clusters Score -412138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30417 members 
Mstep: Class 6 contains 29827 members 
Mstep: Class 7 contains 4754 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 13606 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25416 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22103 members 
Mstep: Class 30 contains 45345 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 19515 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17214 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29116 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17185 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 1159 members 
Mstep: Class 44 contains 27152 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8631 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26525 members 
Mstep: Class 52 contains 739 members 
Mstep: Class 53 contains 1168 members 
Entering Unmasked Estep 
Score: -84202512.000000 Penalty: 170644.796875
Splitting cluster 43 changes total score from -84203672.000000 to -84202512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (27152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Entering Unmasked Estep 
Score: -5330416.000000 Penalty: 2531.883057
	Iteration 0F: 2 clusters Score -5330416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -5313281.500000 Penalty: 5063.766113
	Iteration 0F: 3 clusters Score -5313282 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -5319732.500000 Penalty: 5063.766113
	Iteration 1F: 3 clusters Score -5319732 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -5320212.500000 Penalty: 5063.766113
	Iteration 2F: 3 clusters Score -5320212 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -5320639.500000 Penalty: 5063.766113
	Iteration 3Q: 3 clusters Score -5320640 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -5321122.500000 Penalty: 5063.766113
	Iteration 4Q: 3 clusters Score -5321122 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -5321585.000000 Penalty: 5063.766113
	Iteration 5Q: 3 clusters Score -5321585 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -5322029.000000 Penalty: 5063.766113
	Iteration 6Q: 3 clusters Score -5322029 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -5322588.500000 Penalty: 5063.766113
	Iteration 7Q: 3 clusters Score -5322588 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -5323263.000000 Penalty: 5063.766113
	Iteration 8Q: 3 clusters Score -5323263 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -5324062.000000 Penalty: 5063.766113
	Iteration 9Q: 3 clusters Score -5324062 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -5325153.500000 Penalty: 5063.766113
	Iteration 10F: 3 clusters Score -5325154 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -5326103.500000 Penalty: 5063.766113
	Iteration 11F: 3 clusters Score -5326104 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -5326685.000000 Penalty: 5063.766113
	Iteration 12Q: 3 clusters Score -5326685 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -5326895.500000 Penalty: 5063.766113
	Iteration 13Q: 3 clusters Score -5326896 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -5327041.500000 Penalty: 5063.766113
	Iteration 14Q: 3 clusters Score -5327042 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -5327145.500000 Penalty: 5063.766113
	Iteration 15Q: 3 clusters Score -5327146 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -5327213.000000 Penalty: 5063.766113
	Iteration 16Q: 3 clusters Score -5327213 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -5327293.000000 Penalty: 5063.766113
	Iteration 17Q: 3 clusters Score -5327293 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -5327345.000000 Penalty: 5063.766113
	Iteration 18Q: 3 clusters Score -5327345 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -5327415.000000 Penalty: 5063.766113
	Iteration 19Q: 3 clusters Score -5327415 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -5327449.500000 Penalty: 5063.766113
	Iteration 20F: 3 clusters Score -5327450 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -5327572.000000 Penalty: 5063.766113
	Iteration 21Q: 3 clusters Score -5327572 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -5327677.500000 Penalty: 5063.766113
	Iteration 22Q: 3 clusters Score -5327678 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -5327777.500000 Penalty: 5063.766113
	Iteration 23Q: 3 clusters Score -5327778 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -5327910.000000 Penalty: 5063.766113
	Iteration 24Q: 3 clusters Score -5327910 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -5328054.000000 Penalty: 5063.766113
	Iteration 25Q: 3 clusters Score -5328054 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -5328160.500000 Penalty: 5063.766113
	Iteration 26Q: 3 clusters Score -5328160 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -5328249.500000 Penalty: 5063.766113
	Iteration 27Q: 3 clusters Score -5328250 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -5328321.500000 Penalty: 5063.766113
	Iteration 28Q: 3 clusters Score -5328322 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -5328397.500000 Penalty: 5063.766113
	Iteration 29Q: 3 clusters Score -5328398 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -5328414.500000 Penalty: 5063.766113
	Iteration 30Q: 3 clusters Score -5328414 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -5328458.000000 Penalty: 5063.766113
	Iteration 31Q: 3 clusters Score -5328458 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -5328464.000000 Penalty: 5063.766113
	Iteration 32Q: 3 clusters Score -5328464 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -5328489.500000 Penalty: 5063.766113
	Iteration 33Q: 3 clusters Score -5328490 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -5328520.500000 Penalty: 5063.766113
	Iteration 34Q: 3 clusters Score -5328520 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -5328535.500000 Penalty: 5063.766113
	Iteration 35Q: 3 clusters Score -5328536 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -5328524.500000 Penalty: 5063.766113
	Iteration 36Q: 3 clusters Score -5328524 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -5328568.500000 Penalty: 5063.766113
	Iteration 37Q: 3 clusters Score -5328568 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -5328580.500000 Penalty: 5063.766113
	Iteration 38Q: 3 clusters Score -5328580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -5328597.000000 Penalty: 5063.766113
	Iteration 39Q: 3 clusters Score -5328597 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -5328618.000000 Penalty: 5063.766113
	Iteration 40F: 3 clusters Score -5328618 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -5328630.500000 Penalty: 5063.766113
	Iteration 41Q: 3 clusters Score -5328630 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -5328647.500000 Penalty: 5063.766113
	Iteration 42Q: 3 clusters Score -5328648 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -5328643.500000 Penalty: 5063.766113
	Iteration 43Q: 3 clusters Score -5328644 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -5328651.000000 Penalty: 5063.766113
	Iteration 44Q: 3 clusters Score -5328651 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -5328653.500000 Penalty: 5063.766113
	Iteration 45Q: 3 clusters Score -5328654 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -5328636.000000 Penalty: 5063.766113
	Iteration 46Q: 3 clusters Score -5328636 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -5328640.500000 Penalty: 5063.766113
	Iteration 47Q: 3 clusters Score -5328640 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -5328649.000000 Penalty: 5063.766113
	Iteration 48Q: 3 clusters Score -5328649 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -5328645.000000 Penalty: 5063.766113
	Iteration 49Q: 3 clusters Score -5328645 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -5328655.000000 Penalty: 5063.766113
	Iteration 50Q: 3 clusters Score -5328655 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -5328665.500000 Penalty: 5063.766113
	Iteration 51Q: 3 clusters Score -5328666 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -5328668.000000 Penalty: 5063.766113
	Iteration 52Q: 3 clusters Score -5328668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -5328680.000000 Penalty: 5063.766113
	Iteration 53Q: 3 clusters Score -5328680 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -5328684.000000 Penalty: 5063.766113
	Iteration 54Q: 3 clusters Score -5328684 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -5328689.500000 Penalty: 5063.766113
	Iteration 55Q: 3 clusters Score -5328690 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -5328680.500000 Penalty: 5063.766113
	Iteration 56Q: 3 clusters Score -5328680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -5328703.000000 Penalty: 5063.766113
	Iteration 57Q: 3 clusters Score -5328703 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -5328707.500000 Penalty: 5063.766113
	Iteration 58Q: 3 clusters Score -5328708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -5328710.500000 Penalty: 5063.766113
	Iteration 59Q: 3 clusters Score -5328710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -5328718.000000 Penalty: 5063.766113
	Iteration 60F: 3 clusters Score -5328718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -5328715.000000 Penalty: 5063.766113
	Iteration 61Q: 3 clusters Score -5328715 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -5328723.500000 Penalty: 5063.766113
	Iteration 62Q: 3 clusters Score -5328724 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -5328726.000000 Penalty: 5063.766113
	Iteration 63Q: 3 clusters Score -5328726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -5328729.500000 Penalty: 5063.766113
	Iteration 64Q: 3 clusters Score -5328730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -5328728.500000 Penalty: 5063.766113
	Iteration 65Q: 3 clusters Score -5328728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -5328725.000000 Penalty: 5063.766113
	Iteration 66Q: 3 clusters Score -5328725 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -5328725.500000 Penalty: 5063.766113
	Iteration 67Q: 3 clusters Score -5328726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -5328721.000000 Penalty: 5063.766113
	Iteration 68Q: 3 clusters Score -5328721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -5328709.500000 Penalty: 5063.766113
	Iteration 69Q: 3 clusters Score -5328710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -5328726.500000 Penalty: 5063.766113
	Iteration 70Q: 3 clusters Score -5328726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -5328730.500000 Penalty: 5063.766113
	Iteration 71Q: 3 clusters Score -5328730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -5328731.500000 Penalty: 5063.766113
	Iteration 72Q: 3 clusters Score -5328732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -5328730.000000 Penalty: 5063.766113
	Iteration 73Q: 3 clusters Score -5328730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -5328712.000000 Penalty: 5063.766113
	Iteration 74Q: 3 clusters Score -5328712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -5328714.000000 Penalty: 5063.766113
	Iteration 75Q: 3 clusters Score -5328714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -5328724.000000 Penalty: 5063.766113
	Iteration 76Q: 3 clusters Score -5328724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -5328736.000000 Penalty: 5063.766113
	Iteration 77Q: 3 clusters Score -5328736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -5328744.000000 Penalty: 5063.766113
	Iteration 78Q: 3 clusters Score -5328744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -5328743.000000 Penalty: 5063.766113
	Iteration 79Q: 3 clusters Score -5328743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -5328734.000000 Penalty: 5063.766113
	Iteration 80F: 3 clusters Score -5328734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -5328733.500000 Penalty: 5063.766113
	Iteration 81Q: 3 clusters Score -5328734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -5328733.000000 Penalty: 5063.766113
	Iteration 82Q: 3 clusters Score -5328733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -5328727.500000 Penalty: 5063.766113
	Iteration 83Q: 3 clusters Score -5328728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -5328722.000000 Penalty: 5063.766113
	Iteration 84Q: 3 clusters Score -5328722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -5328732.000000 Penalty: 5063.766113
	Iteration 85Q: 3 clusters Score -5328732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -5328735.500000 Penalty: 5063.766113
	Iteration 86Q: 3 clusters Score -5328736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -5328737.000000 Penalty: 5063.766113
	Iteration 87Q: 3 clusters Score -5328737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -5328731.000000 Penalty: 5063.766113
	Iteration 88Q: 3 clusters Score -5328731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -5328727.000000 Penalty: 5063.766113
	Iteration 89Q: 3 clusters Score -5328727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -5328736.000000 Penalty: 5063.766113
	Iteration 90Q: 3 clusters Score -5328736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -5328729.500000 Penalty: 5063.766113
	Iteration 91Q: 3 clusters Score -5328730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -5328724.500000 Penalty: 5063.766113
	Iteration 92Q: 3 clusters Score -5328724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -5328719.500000 Penalty: 5063.766113
	Iteration 93Q: 3 clusters Score -5328720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -5328708.500000 Penalty: 5063.766113
	Iteration 94Q: 3 clusters Score -5328708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -5328712.500000 Penalty: 5063.766113
	Iteration 95Q: 3 clusters Score -5328712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -5328706.000000 Penalty: 5063.766113
	Iteration 96Q: 3 clusters Score -5328706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -5328716.000000 Penalty: 5063.766113
	Iteration 97Q: 3 clusters Score -5328716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -5328726.500000 Penalty: 5063.766113
	Iteration 98Q: 3 clusters Score -5328726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -5328725.000000 Penalty: 5063.766113
	Iteration 99Q: 3 clusters Score -5328725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -5328725.500000 Penalty: 5063.766113
	Iteration 100F: 3 clusters Score -5328726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -5328721.500000 Penalty: 5063.766113
	Iteration 101Q: 3 clusters Score -5328722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -5328730.500000 Penalty: 5063.766113
	Iteration 102Q: 3 clusters Score -5328730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5328717.500000 Penalty: 5063.766113
	Iteration 103Q: 3 clusters Score -5328718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -5328720.000000 Penalty: 5063.766113
	Iteration 104Q: 3 clusters Score -5328720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -5328723.000000 Penalty: 5063.766113
	Iteration 105Q: 3 clusters Score -5328723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -5328720.500000 Penalty: 5063.766113
	Iteration 106Q: 3 clusters Score -5328720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -5328726.000000 Penalty: 5063.766113
	Iteration 107Q: 3 clusters Score -5328726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -5328733.500000 Penalty: 5063.766113
	Iteration 108Q: 3 clusters Score -5328734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -5328729.000000 Penalty: 5063.766113
	Iteration 109Q: 3 clusters Score -5328729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -5328725.000000 Penalty: 5063.766113
	Iteration 110Q: 3 clusters Score -5328725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -5328732.000000 Penalty: 5063.766113
	Iteration 111Q: 3 clusters Score -5328732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -5328722.500000 Penalty: 5063.766113
	Iteration 112Q: 3 clusters Score -5328722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -5328717.000000 Penalty: 5063.766113
	Iteration 113Q: 3 clusters Score -5328717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -5328718.500000 Penalty: 5063.766113
	Iteration 114Q: 3 clusters Score -5328718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -5328709.500000 Penalty: 5063.766113
	Iteration 115Q: 3 clusters Score -5328710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -5328712.000000 Penalty: 5063.766113
	Iteration 116Q: 3 clusters Score -5328712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -5328711.500000 Penalty: 5063.766113
	Iteration 117Q: 3 clusters Score -5328712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -5328708.500000 Penalty: 5063.766113
	Iteration 118Q: 3 clusters Score -5328708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5328726.500000 Penalty: 5063.766113
	Iteration 119Q: 3 clusters Score -5328726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5328720.500000 Penalty: 5063.766113
	Iteration 120F: 3 clusters Score -5328720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -5328714.000000 Penalty: 5063.766113
	Iteration 121Q: 3 clusters Score -5328714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -5328705.000000 Penalty: 5063.766113
	Iteration 122Q: 3 clusters Score -5328705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5328711.500000 Penalty: 5063.766113
	Iteration 123Q: 3 clusters Score -5328712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -5328708.500000 Penalty: 5063.766113
	Iteration 124Q: 3 clusters Score -5328708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -5328717.500000 Penalty: 5063.766113
	Iteration 125Q: 3 clusters Score -5328718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -5328714.000000 Penalty: 5063.766113
	Iteration 126Q: 3 clusters Score -5328714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -5328713.000000 Penalty: 5063.766113
	Iteration 127Q: 3 clusters Score -5328713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -5328711.500000 Penalty: 5063.766113
	Iteration 128Q: 3 clusters Score -5328712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -5328710.000000 Penalty: 5063.766113
	Iteration 129Q: 3 clusters Score -5328710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -5328706.000000 Penalty: 5063.766113
	Iteration 130Q: 3 clusters Score -5328706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5328709.500000 Penalty: 5063.766113
	Iteration 131Q: 3 clusters Score -5328710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5328712.500000 Penalty: 5063.766113
	Iteration 132Q: 3 clusters Score -5328712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -5328709.500000 Penalty: 5063.766113
	Iteration 133Q: 3 clusters Score -5328710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -5328707.000000 Penalty: 5063.766113
	Iteration 134Q: 3 clusters Score -5328707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -5328707.000000 Penalty: 5063.766113
	Iteration 135F: 3 clusters Score -5328707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -87496.921875 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -87496.92 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 250 members 
Entering Unmasked Estep 
Score: -86007.859375 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -86007.86 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -86216.218750 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -86216.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -86288.937500 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -86288.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -86333.937500 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -86333.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -86345.242188 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -86345.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -86346.007812 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -86346.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -86346.007812 Penalty: 3120.618408
	Iteration 6F: 3 clusters Score -86346.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -309085.625000 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -309085.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -306654.750000 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -306654.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -307176.187500 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -307176.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -307394.218750 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -307394.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -307532.968750 Penalty: 3692.637207
	Iteration 3F: 3 clusters Score -307533 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -307639.031250 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -307639 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -307726.656250 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -307726.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -307789.812500 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -307789.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -307849.937500 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -307849.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -307892.812500 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -307892.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -307943.843750 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -307943.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -307981.906250 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -307981.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -308009.937500 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -308009.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -308045.562500 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -308045.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -308071.031250 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -308071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -308091.625000 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -308091.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -308111.468750 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -308111.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -308124.531250 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -308124.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -308135.750000 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -308135.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -308152.281250 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -308152.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -308164.062500 Penalty: 3692.637207
	Iteration 19Q: 3 clusters Score -308164.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -308174.531250 Penalty: 3692.637207
	Iteration 20F: 3 clusters Score -308174.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -308180.937500 Penalty: 3692.637207
	Iteration 21Q: 3 clusters Score -308180.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -308187.468750 Penalty: 3692.637207
	Iteration 22Q: 3 clusters Score -308187.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -308191.000000 Penalty: 3692.637207
	Iteration 23Q: 3 clusters Score -308191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -308193.656250 Penalty: 3692.637207
	Iteration 24Q: 3 clusters Score -308193.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -308195.687500 Penalty: 3692.637207
	Iteration 25Q: 3 clusters Score -308195.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -308196.562500 Penalty: 3692.637207
	Iteration 26Q: 3 clusters Score -308196.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -308196.562500 Penalty: 3692.637207
	Iteration 27F: 3 clusters Score -308196.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -53372.750000 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -53372.75 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 197 members 
Entering Unmasked Estep 
Score: -52062.371094 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -52062.37 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52302.988281 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -52302.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52357.500000 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -52357.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52391.644531 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -52391.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52412.320312 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -52412.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52412.320312 Penalty: 2934.436279
	Iteration 5F: 3 clusters Score -52412.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -1614708.750000 Penalty: 2247.652832
	Iteration 0F: 2 clusters Score -1614709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1607929.625000 Penalty: 4495.305664
	Iteration 0F: 3 clusters Score -1607930 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1609854.500000 Penalty: 4495.305664
	Iteration 1F: 3 clusters Score -1609854 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1610155.000000 Penalty: 4495.305664
	Iteration 2F: 3 clusters Score -1610155 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1610374.625000 Penalty: 4495.305664
	Iteration 3F: 3 clusters Score -1610375 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1610550.750000 Penalty: 4495.305664
	Iteration 4Q: 3 clusters Score -1610551 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1610715.000000 Penalty: 4495.305664
	Iteration 5Q: 3 clusters Score -1610715 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1610860.500000 Penalty: 4495.305664
	Iteration 6Q: 3 clusters Score -1610860 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1611016.750000 Penalty: 4495.305664
	Iteration 7Q: 3 clusters Score -1611017 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1611152.375000 Penalty: 4495.305664
	Iteration 8Q: 3 clusters Score -1611152 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1611291.500000 Penalty: 4495.305664
	Iteration 9Q: 3 clusters Score -1611292 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1611426.625000 Penalty: 4495.305664
	Iteration 10Q: 3 clusters Score -1611427 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1611570.750000 Penalty: 4495.305664
	Iteration 11Q: 3 clusters Score -1611571 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1611694.625000 Penalty: 4495.305664
	Iteration 12Q: 3 clusters Score -1611695 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1611799.125000 Penalty: 4495.305664
	Iteration 13Q: 3 clusters Score -1611799 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1611904.875000 Penalty: 4495.305664
	Iteration 14Q: 3 clusters Score -1611905 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1611995.000000 Penalty: 4495.305664
	Iteration 15Q: 3 clusters Score -1611995 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1612085.625000 Penalty: 4495.305664
	Iteration 16Q: 3 clusters Score -1612086 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1612165.375000 Penalty: 4495.305664
	Iteration 17Q: 3 clusters Score -1612165 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1612243.250000 Penalty: 4495.305664
	Iteration 18Q: 3 clusters Score -1612243 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1612319.375000 Penalty: 4495.305664
	Iteration 19Q: 3 clusters Score -1612319 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1612381.000000 Penalty: 4495.305664
	Iteration 20F: 3 clusters Score -1612381 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1612436.875000 Penalty: 4495.305664
	Iteration 21Q: 3 clusters Score -1612437 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1612479.375000 Penalty: 4495.305664
	Iteration 22Q: 3 clusters Score -1612479 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1612530.500000 Penalty: 4495.305664
	Iteration 23Q: 3 clusters Score -1612530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1612567.375000 Penalty: 4495.305664
	Iteration 24Q: 3 clusters Score -1612567 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1612602.875000 Penalty: 4495.305664
	Iteration 25Q: 3 clusters Score -1612603 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1612629.750000 Penalty: 4495.305664
	Iteration 26Q: 3 clusters Score -1612630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1612659.750000 Penalty: 4495.305664
	Iteration 27Q: 3 clusters Score -1612660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1612674.000000 Penalty: 4495.305664
	Iteration 28Q: 3 clusters Score -1612674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1612699.500000 Penalty: 4495.305664
	Iteration 29Q: 3 clusters Score -1612700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1612724.625000 Penalty: 4495.305664
	Iteration 30Q: 3 clusters Score -1612725 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1612743.000000 Penalty: 4495.305664
	Iteration 31Q: 3 clusters Score -1612743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1612763.000000 Penalty: 4495.305664
	Iteration 32Q: 3 clusters Score -1612763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1612776.250000 Penalty: 4495.305664
	Iteration 33Q: 3 clusters Score -1612776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1612791.000000 Penalty: 4495.305664
	Iteration 34Q: 3 clusters Score -1612791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1612802.250000 Penalty: 4495.305664
	Iteration 35Q: 3 clusters Score -1612802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1612808.875000 Penalty: 4495.305664
	Iteration 36Q: 3 clusters Score -1612809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1612814.250000 Penalty: 4495.305664
	Iteration 37Q: 3 clusters Score -1612814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1612823.375000 Penalty: 4495.305664
	Iteration 38Q: 3 clusters Score -1612823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1612828.500000 Penalty: 4495.305664
	Iteration 39Q: 3 clusters Score -1612828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1612829.875000 Penalty: 4495.305664
	Iteration 40F: 3 clusters Score -1612830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1612832.125000 Penalty: 4495.305664
	Iteration 41Q: 3 clusters Score -1612832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1612832.375000 Penalty: 4495.305664
	Iteration 42Q: 3 clusters Score -1612832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1612836.000000 Penalty: 4495.305664
	Iteration 43Q: 3 clusters Score -1612836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1612838.000000 Penalty: 4495.305664
	Iteration 44Q: 3 clusters Score -1612838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1612842.250000 Penalty: 4495.305664
	Iteration 45Q: 3 clusters Score -1612842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1612839.500000 Penalty: 4495.305664
	Iteration 46Q: 3 clusters Score -1612840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1612842.875000 Penalty: 4495.305664
	Iteration 47Q: 3 clusters Score -1612843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1612847.000000 Penalty: 4495.305664
	Iteration 48Q: 3 clusters Score -1612847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1612850.125000 Penalty: 4495.305664
	Iteration 49Q: 3 clusters Score -1612850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1612855.625000 Penalty: 4495.305664
	Iteration 50Q: 3 clusters Score -1612856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1612858.750000 Penalty: 4495.305664
	Iteration 51Q: 3 clusters Score -1612859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1612869.875000 Penalty: 4495.305664
	Iteration 52Q: 3 clusters Score -1612870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1612880.000000 Penalty: 4495.305664
	Iteration 53Q: 3 clusters Score -1612880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1612880.625000 Penalty: 4495.305664
	Iteration 54Q: 3 clusters Score -1612881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1612882.750000 Penalty: 4495.305664
	Iteration 55Q: 3 clusters Score -1612883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1612887.125000 Penalty: 4495.305664
	Iteration 56Q: 3 clusters Score -1612887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1612886.875000 Penalty: 4495.305664
	Iteration 57Q: 3 clusters Score -1612887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1612889.500000 Penalty: 4495.305664
	Iteration 58Q: 3 clusters Score -1612890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1612889.625000 Penalty: 4495.305664
	Iteration 59Q: 3 clusters Score -1612890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1612889.875000 Penalty: 4495.305664
	Iteration 60F: 3 clusters Score -1612890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1612893.875000 Penalty: 4495.305664
	Iteration 61Q: 3 clusters Score -1612894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1612892.250000 Penalty: 4495.305664
	Iteration 62Q: 3 clusters Score -1612892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1612892.250000 Penalty: 4495.305664
	Iteration 63F: 3 clusters Score -1612892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -25967.187500 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -25967.19 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 135 members 
Entering Unmasked Estep 
Score: -25155.638672 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -25155.64 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25482.146484 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -25482.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -25606.316406 Penalty: 2798.385986
	Iteration 2F: 3 clusters Score -25606.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -25634.574219 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -25634.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -25638.730469 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -25638.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -25642.791016 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -25642.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -25645.732422 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -25645.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -25645.732422 Penalty: 2798.385986
	Iteration 7F: 3 clusters Score -25645.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -73565.171875 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -73565.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72172.125000 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -72172.12 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -72503.757812 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -72503.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72628.898438 Penalty: 3071.411621
	Iteration 2F: 3 clusters Score -72628.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -72714.937500 Penalty: 3071.411621
	Iteration 3Q: 3 clusters Score -72714.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -72808.156250 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -72808.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -72861.968750 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -72861.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72957.031250 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -72957.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -73044.359375 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -73044.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -73081.062500 Penalty: 3071.411621
	Iteration 8Q: 3 clusters Score -73081.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -73110.007812 Penalty: 3071.411621
	Iteration 9Q: 3 clusters Score -73110.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -73131.070312 Penalty: 3071.411621
	Iteration 10Q: 3 clusters Score -73131.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -73140.453125 Penalty: 3071.411621
	Iteration 11Q: 3 clusters Score -73140.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -73150.390625 Penalty: 3071.411621
	Iteration 12Q: 3 clusters Score -73150.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -73154.335938 Penalty: 3071.411621
	Iteration 13Q: 3 clusters Score -73154.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -73156.609375 Penalty: 3071.411621
	Iteration 14Q: 3 clusters Score -73156.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -73156.937500 Penalty: 3071.411621
	Iteration 15F: 3 clusters Score -73156.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -73185.046875 Penalty: 3071.411621
	Iteration 16Q: 3 clusters Score -73185.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -73201.093750 Penalty: 3071.411621
	Iteration 17Q: 3 clusters Score -73201.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -73234.265625 Penalty: 3071.411621
	Iteration 18Q: 3 clusters Score -73234.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -73272.890625 Penalty: 3071.411621
	Iteration 19Q: 3 clusters Score -73272.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -73290.406250 Penalty: 3071.411621
	Iteration 20F: 3 clusters Score -73290.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -73315.914062 Penalty: 3071.411621
	Iteration 21Q: 3 clusters Score -73315.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -73342.679688 Penalty: 3071.411621
	Iteration 22Q: 3 clusters Score -73342.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -73355.890625 Penalty: 3071.411621
	Iteration 23Q: 3 clusters Score -73355.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -73358.031250 Penalty: 3071.411621
	Iteration 24Q: 3 clusters Score -73358.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -73358.031250 Penalty: 3071.411621
	Iteration 25F: 3 clusters Score -73358.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (26525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Entering Unmasked Estep 
Score: -5208622.000000 Penalty: 2526.088867
	Iteration 0F: 2 clusters Score -5208622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -5192541.000000 Penalty: 5052.177734
	Iteration 0F: 3 clusters Score -5192541 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -5198924.500000 Penalty: 5052.177734
	Iteration 1F: 3 clusters Score -5198924 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -5199324.000000 Penalty: 5052.177734
	Iteration 2Q: 3 clusters Score -5199324 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -5199617.000000 Penalty: 5052.177734
	Iteration 3Q: 3 clusters Score -5199617 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -5199877.000000 Penalty: 5052.177734
	Iteration 4Q: 3 clusters Score -5199877 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -5200122.500000 Penalty: 5052.177734
	Iteration 5Q: 3 clusters Score -5200122 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -5200321.000000 Penalty: 5052.177734
	Iteration 6Q: 3 clusters Score -5200321 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -5200611.500000 Penalty: 5052.177734
	Iteration 7Q: 3 clusters Score -5200612 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -5200957.500000 Penalty: 5052.177734
	Iteration 8Q: 3 clusters Score -5200958 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -5201417.000000 Penalty: 5052.177734
	Iteration 9Q: 3 clusters Score -5201417 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -5202092.000000 Penalty: 5052.177734
	Iteration 10Q: 3 clusters Score -5202092 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -5203007.500000 Penalty: 5052.177734
	Iteration 11F: 3 clusters Score -5203008 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -5204015.000000 Penalty: 5052.177734
	Iteration 12F: 3 clusters Score -5204015 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -5204857.000000 Penalty: 5052.177734
	Iteration 13Q: 3 clusters Score -5204857 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -5205442.500000 Penalty: 5052.177734
	Iteration 14Q: 3 clusters Score -5205442 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -5205776.000000 Penalty: 5052.177734
	Iteration 15Q: 3 clusters Score -5205776 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -5205984.500000 Penalty: 5052.177734
	Iteration 16Q: 3 clusters Score -5205984 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -5206129.000000 Penalty: 5052.177734
	Iteration 17Q: 3 clusters Score -5206129 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5206209.000000 Penalty: 5052.177734
	Iteration 18Q: 3 clusters Score -5206209 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5206325.000000 Penalty: 5052.177734
	Iteration 19Q: 3 clusters Score -5206325 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5206448.500000 Penalty: 5052.177734
	Iteration 20F: 3 clusters Score -5206448 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5206514.500000 Penalty: 5052.177734
	Iteration 21Q: 3 clusters Score -5206514 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5206567.500000 Penalty: 5052.177734
	Iteration 22Q: 3 clusters Score -5206568 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5206602.000000 Penalty: 5052.177734
	Iteration 23Q: 3 clusters Score -5206602 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5206617.500000 Penalty: 5052.177734
	Iteration 24Q: 3 clusters Score -5206618 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5206597.500000 Penalty: 5052.177734
	Iteration 25Q: 3 clusters Score -5206598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5206573.000000 Penalty: 5052.177734
	Iteration 26Q: 3 clusters Score -5206573 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5206568.000000 Penalty: 5052.177734
	Iteration 27Q: 3 clusters Score -5206568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5206584.500000 Penalty: 5052.177734
	Iteration 28Q: 3 clusters Score -5206584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5206598.500000 Penalty: 5052.177734
	Iteration 29Q: 3 clusters Score -5206598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5206603.000000 Penalty: 5052.177734
	Iteration 30Q: 3 clusters Score -5206603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5206611.500000 Penalty: 5052.177734
	Iteration 31Q: 3 clusters Score -5206612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5206614.500000 Penalty: 5052.177734
	Iteration 32Q: 3 clusters Score -5206614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5206614.500000 Penalty: 5052.177734
	Iteration 33Q: 3 clusters Score -5206614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5206627.500000 Penalty: 5052.177734
	Iteration 34Q: 3 clusters Score -5206628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5206633.000000 Penalty: 5052.177734
	Iteration 35Q: 3 clusters Score -5206633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5206640.500000 Penalty: 5052.177734
	Iteration 36Q: 3 clusters Score -5206640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5206645.000000 Penalty: 5052.177734
	Iteration 37Q: 3 clusters Score -5206645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5206641.000000 Penalty: 5052.177734
	Iteration 38Q: 3 clusters Score -5206641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5206638.500000 Penalty: 5052.177734
	Iteration 39Q: 3 clusters Score -5206638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5206641.000000 Penalty: 5052.177734
	Iteration 40F: 3 clusters Score -5206641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5206645.500000 Penalty: 5052.177734
	Iteration 41Q: 3 clusters Score -5206646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5206645.500000 Penalty: 5052.177734
	Iteration 42F: 3 clusters Score -5206646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -121696.968750 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -121697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -120005.539062 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -120005.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -120296.492188 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -120296.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -120503.453125 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -120503.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -120699.554688 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -120699.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120814.531250 Penalty: 3276.227783
	Iteration 4F: 3 clusters Score -120814.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -120878.625000 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -120878.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -120930.359375 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -120930.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -120962.367188 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -120962.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -120974.515625 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -120974.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -120987.359375 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -120987.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -120992.054688 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -120992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -120994.375000 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -120994.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -120994.375000 Penalty: 3276.227783
	Iteration 12F: 3 clusters Score -120994.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30417 members 
Mstep: Class 6 contains 29827 members 
Mstep: Class 7 contains 4754 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 13606 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25416 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22103 members 
Mstep: Class 30 contains 45345 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 19515 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17214 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29116 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17185 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27152 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8631 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26525 members 
Mstep: Class 52 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203608.000000 Penalty: 167425.093750
Iteration 199Q: 53 clusters Score -8.420361e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30401 members 
Mstep: Class 6 contains 29749 members 
Mstep: Class 7 contains 4753 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14423 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6533 members 
Mstep: Class 14 contains 13623 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2985 members 
Mstep: Class 17 contains 31459 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25377 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5981 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22107 members 
Mstep: Class 30 contains 45331 members 
Mstep: Class 31 contains 731 members 
Mstep: Class 32 contains 19551 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17219 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29111 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17180 members 
Mstep: Class 41 contains 1426 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27168 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8630 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26566 members 
Mstep: Class 52 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203536.000000 Penalty: 167425.093750
Iteration 200F: 53 clusters Score -8.420354e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30408 members 
Mstep: Class 6 contains 29671 members 
Mstep: Class 7 contains 4752 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6533 members 
Mstep: Class 14 contains 13631 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 31547 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25325 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 5982 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 22108 members 
Mstep: Class 30 contains 45328 members 
Mstep: Class 31 contains 733 members 
Mstep: Class 32 contains 19603 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17219 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29098 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17179 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27173 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8627 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26601 members 
Mstep: Class 52 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203368.000000 Penalty: 167425.093750
Iteration 201Q: 53 clusters Score -8.420337e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30387 members 
Mstep: Class 6 contains 29594 members 
Mstep: Class 7 contains 4751 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 13645 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 31616 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25265 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5982 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 22116 members 
Mstep: Class 30 contains 45319 members 
Mstep: Class 31 contains 734 members 
Mstep: Class 32 contains 19659 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17219 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29106 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17179 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2326 members 
Mstep: Class 44 contains 27182 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8632 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26637 members 
Mstep: Class 52 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203408.000000 Penalty: 167425.093750
Iteration 202Q: 53 clusters Score -8.420341e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30379 members 
Mstep: Class 6 contains 29503 members 
Mstep: Class 7 contains 4748 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14424 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6530 members 
Mstep: Class 14 contains 13650 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 31695 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25222 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5984 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 22121 members 
Mstep: Class 30 contains 45320 members 
Mstep: Class 31 contains 734 members 
Mstep: Class 32 contains 19693 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17217 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29114 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17187 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2326 members 
Mstep: Class 44 contains 27214 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8633 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26644 members 
Mstep: Class 52 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203376.000000 Penalty: 167425.093750
Iteration 203Q: 53 clusters Score -8.420338e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 15038 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30388 members 
Mstep: Class 6 contains 29407 members 
Mstep: Class 7 contains 4746 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14423 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6533 members 
Mstep: Class 14 contains 13673 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 31796 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25188 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5985 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 22134 members 
Mstep: Class 30 contains 45322 members 
Mstep: Class 31 contains 734 members 
Mstep: Class 32 contains 19733 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17215 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29086 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17188 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2326 members 
Mstep: Class 44 contains 27220 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8635 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26652 members 
Mstep: Class 52 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203112.000000 Penalty: 167425.093750
Iteration 204Q: 53 clusters Score -8.420311e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 15037 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30385 members 
Mstep: Class 6 contains 29324 members 
Mstep: Class 7 contains 4744 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14424 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6536 members 
Mstep: Class 14 contains 13708 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 31827 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25161 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5984 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4039 members 
Mstep: Class 29 contains 22148 members 
Mstep: Class 30 contains 45333 members 
Mstep: Class 31 contains 734 members 
Mstep: Class 32 contains 19772 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17212 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29066 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17190 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2326 members 
Mstep: Class 44 contains 27224 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8639 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26682 members 
Mstep: Class 52 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203160.000000 Penalty: 167425.093750
Iteration 205Q: 53 clusters Score -8.420316e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 15037 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 30394 members 
Mstep: Class 6 contains 29254 members 
Mstep: Class 7 contains 4742 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14420 members 
Mstep: Class 10 contains 2196 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 13737 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 31866 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25149 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 22156 members 
Mstep: Class 30 contains 45333 members 
Mstep: Class 31 contains 734 members 
Mstep: Class 32 contains 19811 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17217 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 29027 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17189 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27231 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8644 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26693 members 
Mstep: Class 52 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202960.000000 Penalty: 167425.093750
Iteration 206Q: 53 clusters Score -8.420296e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 30406 members 
Mstep: Class 6 contains 29193 members 
Mstep: Class 7 contains 4741 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14418 members 
Mstep: Class 10 contains 2196 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6539 members 
Mstep: Class 14 contains 13746 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 31924 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25127 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4039 members 
Mstep: Class 29 contains 22175 members 
Mstep: Class 30 contains 45332 members 
Mstep: Class 31 contains 734 members 
Mstep: Class 32 contains 19847 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17217 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28983 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17194 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2328 members 
Mstep: Class 44 contains 27256 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8649 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26694 members 
Mstep: Class 52 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202824.000000 Penalty: 167425.093750
Iteration 207Q: 53 clusters Score -8.420282e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 15038 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 30415 members 
Mstep: Class 6 contains 29142 members 
Mstep: Class 7 contains 4741 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14420 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6541 members 
Mstep: Class 14 contains 13753 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 31993 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25144 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4035 members 
Mstep: Class 29 contains 22181 members 
Mstep: Class 30 contains 45307 members 
Mstep: Class 31 contains 734 members 
Mstep: Class 32 contains 19873 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17219 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28948 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17189 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2329 members 
Mstep: Class 44 contains 27262 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8654 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26700 members 
Mstep: Class 52 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202880.000000 Penalty: 167425.093750
Iteration 208Q: 53 clusters Score -8.420288e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 15041 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 30437 members 
Mstep: Class 6 contains 29102 members 
Mstep: Class 7 contains 4739 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14417 members 
Mstep: Class 10 contains 2200 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6539 members 
Mstep: Class 14 contains 13772 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 2994 members 
Mstep: Class 17 contains 32051 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25155 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5984 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4034 members 
Mstep: Class 29 contains 22187 members 
Mstep: Class 30 contains 45288 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 19916 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17216 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28880 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17191 members 
Mstep: Class 41 contains 1426 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2329 members 
Mstep: Class 44 contains 27266 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8657 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26700 members 
Mstep: Class 52 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202776.000000 Penalty: 167425.093750
Iteration 209Q: 53 clusters Score -8.420278e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 15048 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 30449 members 
Mstep: Class 6 contains 29049 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14420 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6534 members 
Mstep: Class 14 contains 13798 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 32113 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25167 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5984 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4039 members 
Mstep: Class 29 contains 22193 members 
Mstep: Class 30 contains 45273 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 19960 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17215 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28798 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17185 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2329 members 
Mstep: Class 44 contains 27276 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8659 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26694 members 
Mstep: Class 52 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202784.000000 Penalty: 167425.093750
Iteration 210Q: 53 clusters Score -8.420278e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 15047 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 30457 members 
Mstep: Class 6 contains 28981 members 
Mstep: Class 7 contains 4739 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14417 members 
Mstep: Class 10 contains 2199 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6530 members 
Mstep: Class 14 contains 13813 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 32178 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25180 members 
Mstep: Class 23 contains 2233 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5983 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 22201 members 
Mstep: Class 30 contains 45252 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20005 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17217 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28752 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17185 members 
Mstep: Class 41 contains 1424 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2328 members 
Mstep: Class 44 contains 27285 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8669 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26688 members 
Mstep: Class 52 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202768.000000 Penalty: 167425.093750
Iteration 211Q: 53 clusters Score -8.420277e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 15050 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 30456 members 
Mstep: Class 6 contains 28929 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14420 members 
Mstep: Class 10 contains 2199 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 13814 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 32207 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25206 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5983 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 22213 members 
Mstep: Class 30 contains 45242 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20050 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17217 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28694 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17181 members 
Mstep: Class 41 contains 1424 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27306 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8671 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26697 members 
Mstep: Class 52 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202816.000000 Penalty: 167425.093750
Iteration 212Q: 53 clusters Score -8.420282e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 15052 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 30446 members 
Mstep: Class 6 contains 28888 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 2200 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6530 members 
Mstep: Class 14 contains 13815 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32238 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25244 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 5983 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 22218 members 
Mstep: Class 30 contains 45224 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20100 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17221 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28645 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17177 members 
Mstep: Class 41 contains 1424 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27327 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8671 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26687 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202712.000000 Penalty: 167425.093750
Iteration 213Q: 53 clusters Score -8.420271e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15054 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 30409 members 
Mstep: Class 6 contains 28857 members 
Mstep: Class 7 contains 4732 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 13828 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32281 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25270 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 5984 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 22229 members 
Mstep: Class 30 contains 45215 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20139 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17222 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28609 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17167 members 
Mstep: Class 41 contains 1424 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27354 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8671 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26672 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202824.000000 Penalty: 167425.093750
Iteration 214Q: 53 clusters Score -8.420282e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 15051 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 28812 members 
Mstep: Class 7 contains 4729 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6532 members 
Mstep: Class 14 contains 13844 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32311 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25296 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 5983 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 22243 members 
Mstep: Class 30 contains 45219 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20182 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17224 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28569 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17164 members 
Mstep: Class 41 contains 1424 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27374 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8674 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26651 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202832.000000 Penalty: 167425.093750
Iteration 215Q: 53 clusters Score -8.420283e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 15054 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 30376 members 
Mstep: Class 6 contains 28781 members 
Mstep: Class 7 contains 4726 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14419 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6533 members 
Mstep: Class 14 contains 13867 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32343 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25304 members 
Mstep: Class 23 contains 2235 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 5979 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 22245 members 
Mstep: Class 30 contains 45218 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20213 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17219 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28548 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17165 members 
Mstep: Class 41 contains 1423 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27394 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8675 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26650 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202952.000000 Penalty: 167425.093750
Iteration 216Q: 53 clusters Score -8.420295e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 15051 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 30368 members 
Mstep: Class 6 contains 28738 members 
Mstep: Class 7 contains 4722 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14417 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6533 members 
Mstep: Class 14 contains 13885 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32376 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25303 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 5977 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 22254 members 
Mstep: Class 30 contains 45218 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20259 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17224 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28513 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17157 members 
Mstep: Class 41 contains 1424 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 27410 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8670 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26663 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203016.000000 Penalty: 167425.093750
Iteration 217Q: 53 clusters Score -8.420302e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 15054 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 30352 members 
Mstep: Class 6 contains 28711 members 
Mstep: Class 7 contains 4718 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14413 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6533 members 
Mstep: Class 14 contains 13889 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32404 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25310 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 22263 members 
Mstep: Class 30 contains 45218 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20314 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17229 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28480 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17150 members 
Mstep: Class 41 contains 1424 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2328 members 
Mstep: Class 44 contains 27425 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8671 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26658 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203104.000000 Penalty: 167425.093750
Iteration 218Q: 53 clusters Score -8.42031e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 15054 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 30328 members 
Mstep: Class 6 contains 28667 members 
Mstep: Class 7 contains 4718 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14411 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6534 members 
Mstep: Class 14 contains 13898 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32452 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25315 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5977 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 22272 members 
Mstep: Class 30 contains 45202 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20359 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17230 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28447 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17144 members 
Mstep: Class 41 contains 1424 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2328 members 
Mstep: Class 44 contains 27441 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8677 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26667 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203048.000000 Penalty: 167425.093750
Iteration 219Q: 53 clusters Score -8.420305e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 15052 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 30323 members 
Mstep: Class 6 contains 28619 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14406 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6534 members 
Mstep: Class 14 contains 13896 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32494 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25337 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5975 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 22291 members 
Mstep: Class 30 contains 45193 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20407 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17233 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28423 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17142 members 
Mstep: Class 41 contains 1424 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2328 members 
Mstep: Class 44 contains 27438 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8676 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26659 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203024.000000 Penalty: 167425.093750
Iteration 220F: 53 clusters Score -8.420302e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 15047 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 30302 members 
Mstep: Class 6 contains 28573 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14412 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6535 members 
Mstep: Class 14 contains 13896 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32539 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25371 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5973 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 22290 members 
Mstep: Class 30 contains 45185 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20465 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17241 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28398 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17132 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2329 members 
Mstep: Class 44 contains 27406 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8672 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26682 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203120.000000 Penalty: 167425.093750
Iteration 221Q: 53 clusters Score -8.420312e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15045 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 30284 members 
Mstep: Class 6 contains 28525 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14414 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 13897 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32583 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25404 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5974 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 22295 members 
Mstep: Class 30 contains 45176 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20525 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17243 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28369 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17127 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2329 members 
Mstep: Class 44 contains 27386 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8671 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26679 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203200.000000 Penalty: 167425.093750
Iteration 222Q: 53 clusters Score -8.42032e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 30269 members 
Mstep: Class 6 contains 28473 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14420 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6539 members 
Mstep: Class 14 contains 13903 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32633 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25446 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5974 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 22303 members 
Mstep: Class 30 contains 45138 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20574 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17240 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28335 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17119 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2330 members 
Mstep: Class 44 contains 27376 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8673 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26685 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203080.000000 Penalty: 167425.093750
Iteration 223Q: 53 clusters Score -8.420308e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 15046 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 30244 members 
Mstep: Class 6 contains 28449 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6541 members 
Mstep: Class 14 contains 13911 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32658 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25499 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5973 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 22304 members 
Mstep: Class 30 contains 45107 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20629 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17242 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28293 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17115 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27356 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8674 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26698 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203040.000000 Penalty: 167425.093750
Iteration 224Q: 53 clusters Score -8.420304e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 15045 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 30215 members 
Mstep: Class 6 contains 28423 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14423 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6542 members 
Mstep: Class 14 contains 13917 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32704 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25545 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5974 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 22305 members 
Mstep: Class 30 contains 45064 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20683 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17241 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28249 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17111 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27368 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8679 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26685 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203096.000000 Penalty: 167425.093750
Iteration 225Q: 53 clusters Score -8.42031e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 30196 members 
Mstep: Class 6 contains 28414 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14419 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6542 members 
Mstep: Class 14 contains 13923 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32698 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25590 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5973 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 22309 members 
Mstep: Class 30 contains 45052 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20733 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17240 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28222 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17113 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27375 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8677 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26670 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202952.000000 Penalty: 167425.093750
Iteration 226Q: 53 clusters Score -8.420295e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15040 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 30170 members 
Mstep: Class 6 contains 28404 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14418 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6542 members 
Mstep: Class 14 contains 13921 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32684 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25653 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5972 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 22319 members 
Mstep: Class 30 contains 45023 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20783 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17239 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28194 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17112 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27379 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8674 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26682 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202856.000000 Penalty: 167425.093750
Iteration 227Q: 53 clusters Score -8.420286e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 30157 members 
Mstep: Class 6 contains 28376 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14419 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 14 contains 13915 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32703 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25710 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5969 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 22327 members 
Mstep: Class 30 contains 45002 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20843 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17240 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28157 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17113 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27351 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8673 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26700 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202632.000000 Penalty: 167425.093750
Iteration 228Q: 53 clusters Score -8.420263e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15031 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 30142 members 
Mstep: Class 6 contains 28342 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14419 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 13921 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32735 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25768 members 
Mstep: Class 23 contains 2233 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5968 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 22330 members 
Mstep: Class 30 contains 44990 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20883 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17239 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28111 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17111 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27347 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8671 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26701 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202720.000000 Penalty: 167425.093750
Iteration 229Q: 53 clusters Score -8.420272e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 30139 members 
Mstep: Class 6 contains 28295 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 13921 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32766 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25814 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5968 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4038 members 
Mstep: Class 29 contains 22334 members 
Mstep: Class 30 contains 44981 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20931 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17231 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28084 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17112 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27330 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8676 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26701 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202824.000000 Penalty: 167425.093750
Iteration 230Q: 53 clusters Score -8.420282e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15030 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 30108 members 
Mstep: Class 6 contains 28244 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 13917 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32796 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25883 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5968 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 22333 members 
Mstep: Class 30 contains 44964 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 20984 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17231 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 28029 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17113 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27345 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8677 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26707 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202616.000000 Penalty: 167425.093750
Iteration 231Q: 53 clusters Score -8.420262e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 15029 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 30071 members 
Mstep: Class 6 contains 28171 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 13916 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32850 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25933 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5966 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 22329 members 
Mstep: Class 30 contains 44949 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21034 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17234 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27980 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17113 members 
Mstep: Class 41 contains 1424 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27362 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8686 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26722 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202568.000000 Penalty: 167425.093750
Iteration 232Q: 53 clusters Score -8.420257e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 15029 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 30023 members 
Mstep: Class 6 contains 28120 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 13929 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32906 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26002 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5964 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 22339 members 
Mstep: Class 30 contains 44919 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21071 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17232 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27930 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17116 members 
Mstep: Class 41 contains 1424 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27388 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8685 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26714 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202704.000000 Penalty: 167425.093750
Iteration 233Q: 53 clusters Score -8.42027e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 15032 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 29996 members 
Mstep: Class 6 contains 28089 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14423 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 13944 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32942 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26066 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5963 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 22337 members 
Mstep: Class 30 contains 44889 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21132 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17233 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27884 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17115 members 
Mstep: Class 41 contains 1424 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27396 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8680 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26702 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202600.000000 Penalty: 167425.093750
Iteration 234Q: 53 clusters Score -8.42026e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 29972 members 
Mstep: Class 6 contains 28034 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 13945 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 32987 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26098 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5964 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 22340 members 
Mstep: Class 30 contains 44877 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21187 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17236 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27873 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17114 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 27390 members 
Mstep: Class 45 contains 540 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8681 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26689 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202688.000000 Penalty: 167425.093750
Iteration 235Q: 53 clusters Score -8.420269e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 15032 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 29918 members 
Mstep: Class 6 contains 27998 members 
Mstep: Class 7 contains 4692 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14416 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 13954 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 33025 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26135 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5966 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 22344 members 
Mstep: Class 30 contains 44866 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21237 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17233 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27865 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17113 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27362 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8689 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26724 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202816.000000 Penalty: 167425.093750
Iteration 236Q: 53 clusters Score -8.420282e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 29875 members 
Mstep: Class 6 contains 27980 members 
Mstep: Class 7 contains 4688 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14414 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6545 members 
Mstep: Class 14 contains 13956 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 33064 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26179 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5963 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 22342 members 
Mstep: Class 30 contains 44850 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21284 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17231 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27863 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17118 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27334 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8691 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26731 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202968.000000 Penalty: 167425.093750
Iteration 237Q: 53 clusters Score -8.420297e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 29835 members 
Mstep: Class 6 contains 27954 members 
Mstep: Class 7 contains 4685 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14409 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 13951 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 17 contains 33078 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26214 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5962 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4038 members 
Mstep: Class 29 contains 22344 members 
Mstep: Class 30 contains 44852 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21333 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17230 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27864 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17119 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 27295 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26765 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202896.000000 Penalty: 167425.093750
Iteration 238Q: 53 clusters Score -8.42029e+07 nChanged 841
Entering ConstructFrom: 
Score: -84202896.000000 Penalty: 167425.093750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -427563.093750 Penalty: 1906.054443
	Iteration 0F: 2 clusters Score -427563.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -424815.718750 Penalty: 3812.108887
	Iteration 0F: 3 clusters Score -424815.7 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -425269.531250 Penalty: 3812.108887
	Iteration 1F: 3 clusters Score -425269.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -425380.187500 Penalty: 3812.108887
	Iteration 2F: 3 clusters Score -425380.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -425457.406250 Penalty: 3812.108887
	Iteration 3Q: 3 clusters Score -425457.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -425504.781250 Penalty: 3812.108887
	Iteration 4Q: 3 clusters Score -425504.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -425534.875000 Penalty: 3812.108887
	Iteration 5Q: 3 clusters Score -425534.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -425552.437500 Penalty: 3812.108887
	Iteration 6Q: 3 clusters Score -425552.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -425567.781250 Penalty: 3812.108887
	Iteration 7Q: 3 clusters Score -425567.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -425585.062500 Penalty: 3812.108887
	Iteration 8Q: 3 clusters Score -425585.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -425593.781250 Penalty: 3812.108887
	Iteration 9Q: 3 clusters Score -425593.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -425600.156250 Penalty: 3812.108887
	Iteration 10Q: 3 clusters Score -425600.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -425604.500000 Penalty: 3812.108887
	Iteration 11Q: 3 clusters Score -425604.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -425611.156250 Penalty: 3812.108887
	Iteration 12Q: 3 clusters Score -425611.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -425616.312500 Penalty: 3812.108887
	Iteration 13Q: 3 clusters Score -425616.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -425621.406250 Penalty: 3812.108887
	Iteration 14Q: 3 clusters Score -425621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -425624.125000 Penalty: 3812.108887
	Iteration 15Q: 3 clusters Score -425624.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -425627.593750 Penalty: 3812.108887
	Iteration 16Q: 3 clusters Score -425627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -425629.031250 Penalty: 3812.108887
	Iteration 17Q: 3 clusters Score -425629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -425630.125000 Penalty: 3812.108887
	Iteration 18Q: 3 clusters Score -425630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -425632.625000 Penalty: 3812.108887
	Iteration 19Q: 3 clusters Score -425632.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -425635.500000 Penalty: 3812.108887
	Iteration 20F: 3 clusters Score -425635.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -425641.375000 Penalty: 3812.108887
	Iteration 21Q: 3 clusters Score -425641.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -425643.781250 Penalty: 3812.108887
	Iteration 22Q: 3 clusters Score -425643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -425645.625000 Penalty: 3812.108887
	Iteration 23Q: 3 clusters Score -425645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -425647.062500 Penalty: 3812.108887
	Iteration 24Q: 3 clusters Score -425647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -425646.875000 Penalty: 3812.108887
	Iteration 25Q: 3 clusters Score -425646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -425648.375000 Penalty: 3812.108887
	Iteration 26Q: 3 clusters Score -425648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -425648.562500 Penalty: 3812.108887
	Iteration 27Q: 3 clusters Score -425648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -425649.250000 Penalty: 3812.108887
	Iteration 28Q: 3 clusters Score -425649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -425650.000000 Penalty: 3812.108887
	Iteration 29Q: 3 clusters Score -425650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -425650.000000 Penalty: 3812.108887
	Iteration 30F: 3 clusters Score -425650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Entering Unmasked Estep 
Score: -3222336.500000 Penalty: 2385.347168
	Iteration 0F: 2 clusters Score -3222336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3212087.000000 Penalty: 4770.694336
	Iteration 0F: 3 clusters Score -3212087 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3215489.500000 Penalty: 4770.694336
	Iteration 1F: 3 clusters Score -3215490 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -3215788.750000 Penalty: 4770.694336
	Iteration 2F: 3 clusters Score -3215789 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3216010.000000 Penalty: 4770.694336
	Iteration 3Q: 3 clusters Score -3216010 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3216161.750000 Penalty: 4770.694336
	Iteration 4Q: 3 clusters Score -3216162 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3216311.250000 Penalty: 4770.694336
	Iteration 5Q: 3 clusters Score -3216311 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3216447.750000 Penalty: 4770.694336
	Iteration 6Q: 3 clusters Score -3216448 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3216602.750000 Penalty: 4770.694336
	Iteration 7Q: 3 clusters Score -3216603 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3216802.750000 Penalty: 4770.694336
	Iteration 8Q: 3 clusters Score -3216803 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -3217055.500000 Penalty: 4770.694336
	Iteration 9Q: 3 clusters Score -3217056 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3217430.500000 Penalty: 4770.694336
	Iteration 10Q: 3 clusters Score -3217430 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -3217924.000000 Penalty: 4770.694336
	Iteration 11F: 3 clusters Score -3217924 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3218504.250000 Penalty: 4770.694336
	Iteration 12F: 3 clusters Score -3218504 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3219060.000000 Penalty: 4770.694336
	Iteration 13F: 3 clusters Score -3219060 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -3219583.250000 Penalty: 4770.694336
	Iteration 14Q: 3 clusters Score -3219583 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3220162.750000 Penalty: 4770.694336
	Iteration 15Q: 3 clusters Score -3220163 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3220604.000000 Penalty: 4770.694336
	Iteration 16Q: 3 clusters Score -3220604 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3220877.000000 Penalty: 4770.694336
	Iteration 17Q: 3 clusters Score -3220877 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3220983.500000 Penalty: 4770.694336
	Iteration 18Q: 3 clusters Score -3220984 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3221033.000000 Penalty: 4770.694336
	Iteration 19Q: 3 clusters Score -3221033 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3221053.500000 Penalty: 4770.694336
	Iteration 20F: 3 clusters Score -3221054 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3221065.500000 Penalty: 4770.694336
	Iteration 21Q: 3 clusters Score -3221066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3221069.750000 Penalty: 4770.694336
	Iteration 22Q: 3 clusters Score -3221070 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3221066.500000 Penalty: 4770.694336
	Iteration 23Q: 3 clusters Score -3221066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -3221071.000000 Penalty: 4770.694336
	Iteration 24Q: 3 clusters Score -3221071 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -3221078.000000 Penalty: 4770.694336
	Iteration 25Q: 3 clusters Score -3221078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3221074.750000 Penalty: 4770.694336
	Iteration 26Q: 3 clusters Score -3221075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3221074.500000 Penalty: 4770.694336
	Iteration 27Q: 3 clusters Score -3221074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3221076.250000 Penalty: 4770.694336
	Iteration 28Q: 3 clusters Score -3221076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3221074.500000 Penalty: 4770.694336
	Iteration 29Q: 3 clusters Score -3221074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -3221083.750000 Penalty: 4770.694336
	Iteration 30Q: 3 clusters Score -3221084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -3221075.500000 Penalty: 4770.694336
	Iteration 31Q: 3 clusters Score -3221076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3221079.500000 Penalty: 4770.694336
	Iteration 32Q: 3 clusters Score -3221080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -3221097.250000 Penalty: 4770.694336
	Iteration 33Q: 3 clusters Score -3221097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3221092.500000 Penalty: 4770.694336
	Iteration 34Q: 3 clusters Score -3221092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3221087.250000 Penalty: 4770.694336
	Iteration 35Q: 3 clusters Score -3221087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3221090.000000 Penalty: 4770.694336
	Iteration 36Q: 3 clusters Score -3221090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3221093.750000 Penalty: 4770.694336
	Iteration 37Q: 3 clusters Score -3221094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -3221093.500000 Penalty: 4770.694336
	Iteration 38Q: 3 clusters Score -3221094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -3221089.750000 Penalty: 4770.694336
	Iteration 39Q: 3 clusters Score -3221090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3221094.500000 Penalty: 4770.694336
	Iteration 40F: 3 clusters Score -3221094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3221090.500000 Penalty: 4770.694336
	Iteration 41Q: 3 clusters Score -3221090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -3221087.750000 Penalty: 4770.694336
	Iteration 42Q: 3 clusters Score -3221088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -3221084.750000 Penalty: 4770.694336
	Iteration 43Q: 3 clusters Score -3221085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -3221083.750000 Penalty: 4770.694336
	Iteration 44Q: 3 clusters Score -3221084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -3221084.250000 Penalty: 4770.694336
	Iteration 45Q: 3 clusters Score -3221084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -3221085.000000 Penalty: 4770.694336
	Iteration 46Q: 3 clusters Score -3221085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3221085.500000 Penalty: 4770.694336
	Iteration 47Q: 3 clusters Score -3221086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -3221081.750000 Penalty: 4770.694336
	Iteration 48Q: 3 clusters Score -3221082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3221077.000000 Penalty: 4770.694336
	Iteration 49Q: 3 clusters Score -3221077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3221073.000000 Penalty: 4770.694336
	Iteration 50Q: 3 clusters Score -3221073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3221073.750000 Penalty: 4770.694336
	Iteration 51Q: 3 clusters Score -3221074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3221069.500000 Penalty: 4770.694336
	Iteration 52Q: 3 clusters Score -3221070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3221064.500000 Penalty: 4770.694336
	Iteration 53Q: 3 clusters Score -3221064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -3221064.250000 Penalty: 4770.694336
	Iteration 54Q: 3 clusters Score -3221064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3221061.750000 Penalty: 4770.694336
	Iteration 55Q: 3 clusters Score -3221062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3221053.750000 Penalty: 4770.694336
	Iteration 56Q: 3 clusters Score -3221054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3221055.750000 Penalty: 4770.694336
	Iteration 57Q: 3 clusters Score -3221056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -3221075.500000 Penalty: 4770.694336
	Iteration 58Q: 3 clusters Score -3221076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3221062.500000 Penalty: 4770.694336
	Iteration 59Q: 3 clusters Score -3221062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3221072.250000 Penalty: 4770.694336
	Iteration 60F: 3 clusters Score -3221072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3221074.250000 Penalty: 4770.694336
	Iteration 61Q: 3 clusters Score -3221074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -3221073.250000 Penalty: 4770.694336
	Iteration 62Q: 3 clusters Score -3221073 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -3221079.000000 Penalty: 4770.694336
	Iteration 63Q: 3 clusters Score -3221079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3221067.000000 Penalty: 4770.694336
	Iteration 64Q: 3 clusters Score -3221067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3221058.250000 Penalty: 4770.694336
	Iteration 65Q: 3 clusters Score -3221058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3221067.250000 Penalty: 4770.694336
	Iteration 66Q: 3 clusters Score -3221067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3221077.250000 Penalty: 4770.694336
	Iteration 67Q: 3 clusters Score -3221077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3221077.000000 Penalty: 4770.694336
	Iteration 68Q: 3 clusters Score -3221077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -3221075.000000 Penalty: 4770.694336
	Iteration 69Q: 3 clusters Score -3221075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -3221064.250000 Penalty: 4770.694336
	Iteration 70Q: 3 clusters Score -3221064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3221057.500000 Penalty: 4770.694336
	Iteration 71Q: 3 clusters Score -3221058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3221063.000000 Penalty: 4770.694336
	Iteration 72Q: 3 clusters Score -3221063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3221064.000000 Penalty: 4770.694336
	Iteration 73Q: 3 clusters Score -3221064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -3221062.250000 Penalty: 4770.694336
	Iteration 74Q: 3 clusters Score -3221062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3221070.500000 Penalty: 4770.694336
	Iteration 75Q: 3 clusters Score -3221070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3221074.500000 Penalty: 4770.694336
	Iteration 76Q: 3 clusters Score -3221074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3221071.500000 Penalty: 4770.694336
	Iteration 77Q: 3 clusters Score -3221072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3221072.250000 Penalty: 4770.694336
	Iteration 78Q: 3 clusters Score -3221072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3221071.250000 Penalty: 4770.694336
	Iteration 79Q: 3 clusters Score -3221071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3221077.000000 Penalty: 4770.694336
	Iteration 80F: 3 clusters Score -3221077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -3221076.750000 Penalty: 4770.694336
	Iteration 81Q: 3 clusters Score -3221077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3221078.000000 Penalty: 4770.694336
	Iteration 82Q: 3 clusters Score -3221078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3221077.250000 Penalty: 4770.694336
	Iteration 83Q: 3 clusters Score -3221077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3221084.750000 Penalty: 4770.694336
	Iteration 84Q: 3 clusters Score -3221085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3221081.750000 Penalty: 4770.694336
	Iteration 85Q: 3 clusters Score -3221082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -3221083.750000 Penalty: 4770.694336
	Iteration 86Q: 3 clusters Score -3221084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3221083.500000 Penalty: 4770.694336
	Iteration 87Q: 3 clusters Score -3221084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -3221088.250000 Penalty: 4770.694336
	Iteration 88Q: 3 clusters Score -3221088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -3221090.750000 Penalty: 4770.694336
	Iteration 89Q: 3 clusters Score -3221091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -3221083.500000 Penalty: 4770.694336
	Iteration 90Q: 3 clusters Score -3221084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3221087.750000 Penalty: 4770.694336
	Iteration 91Q: 3 clusters Score -3221088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3221091.500000 Penalty: 4770.694336
	Iteration 92Q: 3 clusters Score -3221092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3221088.000000 Penalty: 4770.694336
	Iteration 93Q: 3 clusters Score -3221088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3221088.000000 Penalty: 4770.694336
	Iteration 94F: 3 clusters Score -3221088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -51756.046875 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -51756.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50445.285156 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -50445.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50583.753906 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -50583.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50645.171875 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -50645.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50677.414062 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -50677.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50686.812500 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -50686.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -50692.824219 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -50692.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50699.589844 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -50699.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50703.773438 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -50703.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50717.535156 Penalty: 2834.011475
	Iteration 8Q: 3 clusters Score -50717.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -50721.367188 Penalty: 2834.011475
	Iteration 9Q: 3 clusters Score -50721.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50729.406250 Penalty: 2834.011475
	Iteration 10Q: 3 clusters Score -50729.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50729.406250 Penalty: 2834.011475
	Iteration 11F: 3 clusters Score -50729.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -278183.718750 Penalty: 1831.844727
	Iteration 0F: 2 clusters Score -278183.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -275890.906250 Penalty: 3663.689453
	Iteration 0F: 3 clusters Score -275890.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -276609.468750 Penalty: 3663.689453
	Iteration 1F: 3 clusters Score -276609.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -277124.125000 Penalty: 3663.689453
	Iteration 2F: 3 clusters Score -277124.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -277447.531250 Penalty: 3663.689453
	Iteration 3F: 3 clusters Score -277447.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -277640.468750 Penalty: 3663.689453
	Iteration 4F: 3 clusters Score -277640.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -277748.875000 Penalty: 3663.689453
	Iteration 5Q: 3 clusters Score -277748.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -277843.625000 Penalty: 3663.689453
	Iteration 6Q: 3 clusters Score -277843.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -277945.687500 Penalty: 3663.689453
	Iteration 7Q: 3 clusters Score -277945.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -278051.875000 Penalty: 3663.689453
	Iteration 8Q: 3 clusters Score -278051.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -278150.968750 Penalty: 3663.689453
	Iteration 9Q: 3 clusters Score -278151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -278185.437500 Penalty: 3663.689453
	Iteration 10Q: 3 clusters Score -278185.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -278217.687500 Penalty: 3663.689453
	Iteration 11Q: 3 clusters Score -278217.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -278244.062500 Penalty: 3663.689453
	Iteration 12Q: 3 clusters Score -278244.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -278262.500000 Penalty: 3663.689453
	Iteration 13Q: 3 clusters Score -278262.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -278272.093750 Penalty: 3663.689453
	Iteration 14Q: 3 clusters Score -278272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -278272.093750 Penalty: 3663.689453
	Iteration 15F: 3 clusters Score -278272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 15038 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 5 contains 29808 members 
Mstep: Class 6 contains 27893 members 
Mstep: Class 7 contains 4683 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14418 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 14 contains 13942 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 33133 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26241 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 22348 members 
Mstep: Class 30 contains 44841 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21379 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17230 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27847 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17113 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27269 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8697 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26804 members 
Mstep: Class 52 contains 737 members 
Mstep: Class 53 contains 503 members 
Entering Unmasked Estep 
Score: -84201656.000000 Penalty: 170644.796875
Splitting cluster 4 changes total score from -84202896.000000 to -84201656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (29808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Entering Unmasked Estep 
Score: -5838767.000000 Penalty: 2555.028076
	Iteration 0F: 2 clusters Score -5838767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -5820085.000000 Penalty: 5110.056152
	Iteration 0F: 3 clusters Score -5820085 nChanged 13356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -5827410.000000 Penalty: 5110.056152
	Iteration 1F: 3 clusters Score -5827410 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -5827841.500000 Penalty: 5110.056152
	Iteration 2Q: 3 clusters Score -5827842 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -5828200.500000 Penalty: 5110.056152
	Iteration 3Q: 3 clusters Score -5828200 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -5828588.500000 Penalty: 5110.056152
	Iteration 4Q: 3 clusters Score -5828588 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -5829030.000000 Penalty: 5110.056152
	Iteration 5Q: 3 clusters Score -5829030 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -5829642.500000 Penalty: 5110.056152
	Iteration 6Q: 3 clusters Score -5829642 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -5830369.500000 Penalty: 5110.056152
	Iteration 7Q: 3 clusters Score -5830370 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -5831355.000000 Penalty: 5110.056152
	Iteration 8Q: 3 clusters Score -5831355 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -5832501.000000 Penalty: 5110.056152
	Iteration 9F: 3 clusters Score -5832501 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -5833577.000000 Penalty: 5110.056152
	Iteration 10Q: 3 clusters Score -5833577 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -5834429.000000 Penalty: 5110.056152
	Iteration 11Q: 3 clusters Score -5834429 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -5835051.500000 Penalty: 5110.056152
	Iteration 12Q: 3 clusters Score -5835052 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -5835457.000000 Penalty: 5110.056152
	Iteration 13Q: 3 clusters Score -5835457 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -5835734.000000 Penalty: 5110.056152
	Iteration 14Q: 3 clusters Score -5835734 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -5835849.500000 Penalty: 5110.056152
	Iteration 15Q: 3 clusters Score -5835850 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -5835979.000000 Penalty: 5110.056152
	Iteration 16Q: 3 clusters Score -5835979 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -5836064.000000 Penalty: 5110.056152
	Iteration 17Q: 3 clusters Score -5836064 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5836124.500000 Penalty: 5110.056152
	Iteration 18Q: 3 clusters Score -5836124 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -5836206.000000 Penalty: 5110.056152
	Iteration 19Q: 3 clusters Score -5836206 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -5836247.500000 Penalty: 5110.056152
	Iteration 20F: 3 clusters Score -5836248 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -5836287.000000 Penalty: 5110.056152
	Iteration 21Q: 3 clusters Score -5836287 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -5836326.500000 Penalty: 5110.056152
	Iteration 22Q: 3 clusters Score -5836326 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -5836362.000000 Penalty: 5110.056152
	Iteration 23Q: 3 clusters Score -5836362 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -5836370.000000 Penalty: 5110.056152
	Iteration 24Q: 3 clusters Score -5836370 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -5836402.000000 Penalty: 5110.056152
	Iteration 25Q: 3 clusters Score -5836402 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -5836435.500000 Penalty: 5110.056152
	Iteration 26Q: 3 clusters Score -5836436 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -5836435.000000 Penalty: 5110.056152
	Iteration 27Q: 3 clusters Score -5836435 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -5836461.500000 Penalty: 5110.056152
	Iteration 28Q: 3 clusters Score -5836462 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5836468.000000 Penalty: 5110.056152
	Iteration 29Q: 3 clusters Score -5836468 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5836491.000000 Penalty: 5110.056152
	Iteration 30Q: 3 clusters Score -5836491 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5836513.000000 Penalty: 5110.056152
	Iteration 31Q: 3 clusters Score -5836513 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5836526.000000 Penalty: 5110.056152
	Iteration 32Q: 3 clusters Score -5836526 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5836545.500000 Penalty: 5110.056152
	Iteration 33Q: 3 clusters Score -5836546 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5836574.500000 Penalty: 5110.056152
	Iteration 34Q: 3 clusters Score -5836574 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5836583.000000 Penalty: 5110.056152
	Iteration 35Q: 3 clusters Score -5836583 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5836585.000000 Penalty: 5110.056152
	Iteration 36Q: 3 clusters Score -5836585 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5836583.000000 Penalty: 5110.056152
	Iteration 37Q: 3 clusters Score -5836583 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5836595.000000 Penalty: 5110.056152
	Iteration 38Q: 3 clusters Score -5836595 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5836601.500000 Penalty: 5110.056152
	Iteration 39Q: 3 clusters Score -5836602 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5836603.000000 Penalty: 5110.056152
	Iteration 40F: 3 clusters Score -5836603 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5836611.000000 Penalty: 5110.056152
	Iteration 41Q: 3 clusters Score -5836611 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5836642.000000 Penalty: 5110.056152
	Iteration 42Q: 3 clusters Score -5836642 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5836654.500000 Penalty: 5110.056152
	Iteration 43Q: 3 clusters Score -5836654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5836657.000000 Penalty: 5110.056152
	Iteration 44Q: 3 clusters Score -5836657 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5836679.000000 Penalty: 5110.056152
	Iteration 45Q: 3 clusters Score -5836679 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5836673.000000 Penalty: 5110.056152
	Iteration 46Q: 3 clusters Score -5836673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5836679.500000 Penalty: 5110.056152
	Iteration 47Q: 3 clusters Score -5836680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5836718.000000 Penalty: 5110.056152
	Iteration 48Q: 3 clusters Score -5836718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5836710.000000 Penalty: 5110.056152
	Iteration 49Q: 3 clusters Score -5836710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5836721.000000 Penalty: 5110.056152
	Iteration 50Q: 3 clusters Score -5836721 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5836729.000000 Penalty: 5110.056152
	Iteration 51Q: 3 clusters Score -5836729 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5836729.000000 Penalty: 5110.056152
	Iteration 52Q: 3 clusters Score -5836729 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5836742.500000 Penalty: 5110.056152
	Iteration 53Q: 3 clusters Score -5836742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5836756.000000 Penalty: 5110.056152
	Iteration 54Q: 3 clusters Score -5836756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5836749.000000 Penalty: 5110.056152
	Iteration 55Q: 3 clusters Score -5836749 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5836757.500000 Penalty: 5110.056152
	Iteration 56Q: 3 clusters Score -5836758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5836754.500000 Penalty: 5110.056152
	Iteration 57Q: 3 clusters Score -5836754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5836781.000000 Penalty: 5110.056152
	Iteration 58Q: 3 clusters Score -5836781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5836773.500000 Penalty: 5110.056152
	Iteration 59Q: 3 clusters Score -5836774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5836778.000000 Penalty: 5110.056152
	Iteration 60F: 3 clusters Score -5836778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5836777.500000 Penalty: 5110.056152
	Iteration 61Q: 3 clusters Score -5836778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5836790.000000 Penalty: 5110.056152
	Iteration 62Q: 3 clusters Score -5836790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5836795.500000 Penalty: 5110.056152
	Iteration 63Q: 3 clusters Score -5836796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5836787.000000 Penalty: 5110.056152
	Iteration 64Q: 3 clusters Score -5836787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5836771.000000 Penalty: 5110.056152
	Iteration 65Q: 3 clusters Score -5836771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5836780.000000 Penalty: 5110.056152
	Iteration 66Q: 3 clusters Score -5836780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5836777.500000 Penalty: 5110.056152
	Iteration 67Q: 3 clusters Score -5836778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5836775.500000 Penalty: 5110.056152
	Iteration 68Q: 3 clusters Score -5836776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5836778.000000 Penalty: 5110.056152
	Iteration 69Q: 3 clusters Score -5836778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5836771.500000 Penalty: 5110.056152
	Iteration 70Q: 3 clusters Score -5836772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5836775.500000 Penalty: 5110.056152
	Iteration 71Q: 3 clusters Score -5836776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5836775.500000 Penalty: 5110.056152
	Iteration 72F: 3 clusters Score -5836776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Entering Unmasked Estep 
Score: -5428821.000000 Penalty: 2538.560303
	Iteration 0F: 2 clusters Score -5428821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -5410063.500000 Penalty: 5077.120605
	Iteration 0F: 3 clusters Score -5410064 nChanged 12460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -5416736.500000 Penalty: 5077.120605
	Iteration 1F: 3 clusters Score -5416736 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -5417112.000000 Penalty: 5077.120605
	Iteration 2Q: 3 clusters Score -5417112 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -5417385.000000 Penalty: 5077.120605
	Iteration 3Q: 3 clusters Score -5417385 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -5417611.000000 Penalty: 5077.120605
	Iteration 4Q: 3 clusters Score -5417611 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -5417809.000000 Penalty: 5077.120605
	Iteration 5Q: 3 clusters Score -5417809 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -5417968.500000 Penalty: 5077.120605
	Iteration 6Q: 3 clusters Score -5417968 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -5418127.500000 Penalty: 5077.120605
	Iteration 7Q: 3 clusters Score -5418128 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -5418300.500000 Penalty: 5077.120605
	Iteration 8Q: 3 clusters Score -5418300 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -5418550.500000 Penalty: 5077.120605
	Iteration 9Q: 3 clusters Score -5418550 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -5418830.000000 Penalty: 5077.120605
	Iteration 10Q: 3 clusters Score -5418830 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -5419294.500000 Penalty: 5077.120605
	Iteration 11Q: 3 clusters Score -5419294 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -5419913.500000 Penalty: 5077.120605
	Iteration 12Q: 3 clusters Score -5419914 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -5420761.000000 Penalty: 5077.120605
	Iteration 13Q: 3 clusters Score -5420761 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5421787.500000 Penalty: 5077.120605
	Iteration 14F: 3 clusters Score -5421788 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -5422985.500000 Penalty: 5077.120605
	Iteration 15F: 3 clusters Score -5422986 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -5424068.000000 Penalty: 5077.120605
	Iteration 16Q: 3 clusters Score -5424068 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -5424857.500000 Penalty: 5077.120605
	Iteration 17Q: 3 clusters Score -5424858 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -5425400.500000 Penalty: 5077.120605
	Iteration 18Q: 3 clusters Score -5425400 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -5425804.500000 Penalty: 5077.120605
	Iteration 19Q: 3 clusters Score -5425804 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -5426057.000000 Penalty: 5077.120605
	Iteration 20F: 3 clusters Score -5426057 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -5426235.500000 Penalty: 5077.120605
	Iteration 21Q: 3 clusters Score -5426236 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -5426363.500000 Penalty: 5077.120605
	Iteration 22Q: 3 clusters Score -5426364 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -5426441.000000 Penalty: 5077.120605
	Iteration 23Q: 3 clusters Score -5426441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -5426496.500000 Penalty: 5077.120605
	Iteration 24Q: 3 clusters Score -5426496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -5426544.000000 Penalty: 5077.120605
	Iteration 25Q: 3 clusters Score -5426544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -5426564.000000 Penalty: 5077.120605
	Iteration 26Q: 3 clusters Score -5426564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -5426577.500000 Penalty: 5077.120605
	Iteration 27Q: 3 clusters Score -5426578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -5426589.000000 Penalty: 5077.120605
	Iteration 28Q: 3 clusters Score -5426589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -5426599.500000 Penalty: 5077.120605
	Iteration 29Q: 3 clusters Score -5426600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -5426606.500000 Penalty: 5077.120605
	Iteration 30Q: 3 clusters Score -5426606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -5426601.500000 Penalty: 5077.120605
	Iteration 31Q: 3 clusters Score -5426602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -5426601.500000 Penalty: 5077.120605
	Iteration 32Q: 3 clusters Score -5426602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -5426601.500000 Penalty: 5077.120605
	Iteration 33F: 3 clusters Score -5426602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Entering Unmasked Estep 
Score: -852505.625000 Penalty: 2096.020264
	Iteration 0F: 2 clusters Score -852505.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -848207.625000 Penalty: 4192.040527
	Iteration 0F: 3 clusters Score -848207.6 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -849556.750000 Penalty: 4192.040527
	Iteration 1F: 3 clusters Score -849556.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -849992.562500 Penalty: 4192.040527
	Iteration 2F: 3 clusters Score -849992.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -850395.062500 Penalty: 4192.040527
	Iteration 3F: 3 clusters Score -850395.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -850686.500000 Penalty: 4192.040527
	Iteration 4F: 3 clusters Score -850686.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -850957.437500 Penalty: 4192.040527
	Iteration 5F: 3 clusters Score -850957.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -851198.500000 Penalty: 4192.040527
	Iteration 6F: 3 clusters Score -851198.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -851425.187500 Penalty: 4192.040527
	Iteration 7Q: 3 clusters Score -851425.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -851574.562500 Penalty: 4192.040527
	Iteration 8Q: 3 clusters Score -851574.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -851672.687500 Penalty: 4192.040527
	Iteration 9Q: 3 clusters Score -851672.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -851748.312500 Penalty: 4192.040527
	Iteration 10Q: 3 clusters Score -851748.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -851787.312500 Penalty: 4192.040527
	Iteration 11Q: 3 clusters Score -851787.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -851815.437500 Penalty: 4192.040527
	Iteration 12Q: 3 clusters Score -851815.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -851832.937500 Penalty: 4192.040527
	Iteration 13Q: 3 clusters Score -851832.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -851845.187500 Penalty: 4192.040527
	Iteration 14Q: 3 clusters Score -851845.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -851849.125000 Penalty: 4192.040527
	Iteration 15Q: 3 clusters Score -851849.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -851855.812500 Penalty: 4192.040527
	Iteration 16Q: 3 clusters Score -851855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -851857.562500 Penalty: 4192.040527
	Iteration 17Q: 3 clusters Score -851857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -851858.687500 Penalty: 4192.040527
	Iteration 18Q: 3 clusters Score -851858.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -851862.125000 Penalty: 4192.040527
	Iteration 19Q: 3 clusters Score -851862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -851863.437500 Penalty: 4192.040527
	Iteration 20F: 3 clusters Score -851863.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -58268.097656 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -58268.1 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 177 members 
Entering Unmasked Estep 
Score: -57043.390625 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -57043.39 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57232.039062 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -57232.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57306.515625 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -57306.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -57340.753906 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -57340.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57348.375000 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -57348.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57362.906250 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -57362.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57378.093750 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -57378.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57382.949219 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -57382.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57382.949219 Penalty: 2922.255371
	Iteration 8F: 3 clusters Score -57382.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Entering Unmasked Estep 
Score: -3083854.750000 Penalty: 2374.905762
	Iteration 0F: 2 clusters Score -3083855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -3073682.250000 Penalty: 4749.811523
	Iteration 0F: 3 clusters Score -3073682 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3076932.000000 Penalty: 4749.811523
	Iteration 1F: 3 clusters Score -3076932 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3077238.250000 Penalty: 4749.811523
	Iteration 2F: 3 clusters Score -3077238 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3077485.750000 Penalty: 4749.811523
	Iteration 3Q: 3 clusters Score -3077486 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3077735.250000 Penalty: 4749.811523
	Iteration 4Q: 3 clusters Score -3077735 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3078064.500000 Penalty: 4749.811523
	Iteration 5Q: 3 clusters Score -3078064 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -3078504.750000 Penalty: 4749.811523
	Iteration 6F: 3 clusters Score -3078505 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3079011.750000 Penalty: 4749.811523
	Iteration 7F: 3 clusters Score -3079012 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3079595.750000 Penalty: 4749.811523
	Iteration 8F: 3 clusters Score -3079596 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3080222.750000 Penalty: 4749.811523
	Iteration 9F: 3 clusters Score -3080223 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3080859.750000 Penalty: 4749.811523
	Iteration 10F: 3 clusters Score -3080860 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3081432.250000 Penalty: 4749.811523
	Iteration 11Q: 3 clusters Score -3081432 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3081876.000000 Penalty: 4749.811523
	Iteration 12Q: 3 clusters Score -3081876 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3082128.000000 Penalty: 4749.811523
	Iteration 13Q: 3 clusters Score -3082128 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3082234.000000 Penalty: 4749.811523
	Iteration 14Q: 3 clusters Score -3082234 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3082301.500000 Penalty: 4749.811523
	Iteration 15Q: 3 clusters Score -3082302 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3082323.500000 Penalty: 4749.811523
	Iteration 16Q: 3 clusters Score -3082324 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3082324.250000 Penalty: 4749.811523
	Iteration 17Q: 3 clusters Score -3082324 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3082330.500000 Penalty: 4749.811523
	Iteration 18Q: 3 clusters Score -3082330 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3082330.250000 Penalty: 4749.811523
	Iteration 19Q: 3 clusters Score -3082330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3082342.500000 Penalty: 4749.811523
	Iteration 20F: 3 clusters Score -3082342 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3082331.250000 Penalty: 4749.811523
	Iteration 21Q: 3 clusters Score -3082331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3082333.250000 Penalty: 4749.811523
	Iteration 22Q: 3 clusters Score -3082333 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3082350.750000 Penalty: 4749.811523
	Iteration 23Q: 3 clusters Score -3082351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3082352.500000 Penalty: 4749.811523
	Iteration 24Q: 3 clusters Score -3082352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3082340.750000 Penalty: 4749.811523
	Iteration 25Q: 3 clusters Score -3082341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3082348.750000 Penalty: 4749.811523
	Iteration 26Q: 3 clusters Score -3082349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3082350.750000 Penalty: 4749.811523
	Iteration 27Q: 3 clusters Score -3082351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3082341.750000 Penalty: 4749.811523
	Iteration 28Q: 3 clusters Score -3082342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3082345.750000 Penalty: 4749.811523
	Iteration 29Q: 3 clusters Score -3082346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3082351.000000 Penalty: 4749.811523
	Iteration 30Q: 3 clusters Score -3082351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3082351.500000 Penalty: 4749.811523
	Iteration 31Q: 3 clusters Score -3082352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3082355.500000 Penalty: 4749.811523
	Iteration 32Q: 3 clusters Score -3082356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3082351.500000 Penalty: 4749.811523
	Iteration 33Q: 3 clusters Score -3082352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3082356.000000 Penalty: 4749.811523
	Iteration 34Q: 3 clusters Score -3082356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3082348.500000 Penalty: 4749.811523
	Iteration 35Q: 3 clusters Score -3082348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3082340.500000 Penalty: 4749.811523
	Iteration 36Q: 3 clusters Score -3082340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3082336.500000 Penalty: 4749.811523
	Iteration 37Q: 3 clusters Score -3082336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3082342.750000 Penalty: 4749.811523
	Iteration 38Q: 3 clusters Score -3082343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3082347.250000 Penalty: 4749.811523
	Iteration 39Q: 3 clusters Score -3082347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3082346.750000 Penalty: 4749.811523
	Iteration 40F: 3 clusters Score -3082347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3082338.500000 Penalty: 4749.811523
	Iteration 41Q: 3 clusters Score -3082338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3082344.000000 Penalty: 4749.811523
	Iteration 42Q: 3 clusters Score -3082344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3082343.500000 Penalty: 4749.811523
	Iteration 43Q: 3 clusters Score -3082344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3082348.000000 Penalty: 4749.811523
	Iteration 44Q: 3 clusters Score -3082348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3082337.750000 Penalty: 4749.811523
	Iteration 45Q: 3 clusters Score -3082338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3082332.250000 Penalty: 4749.811523
	Iteration 46Q: 3 clusters Score -3082332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3082337.250000 Penalty: 4749.811523
	Iteration 47Q: 3 clusters Score -3082337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3082329.250000 Penalty: 4749.811523
	Iteration 48Q: 3 clusters Score -3082329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3082336.000000 Penalty: 4749.811523
	Iteration 49Q: 3 clusters Score -3082336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3082336.250000 Penalty: 4749.811523
	Iteration 50Q: 3 clusters Score -3082336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3082332.500000 Penalty: 4749.811523
	Iteration 51Q: 3 clusters Score -3082332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3082331.250000 Penalty: 4749.811523
	Iteration 52Q: 3 clusters Score -3082331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3082330.250000 Penalty: 4749.811523
	Iteration 53Q: 3 clusters Score -3082330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3082323.750000 Penalty: 4749.811523
	Iteration 54Q: 3 clusters Score -3082324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3082324.750000 Penalty: 4749.811523
	Iteration 55Q: 3 clusters Score -3082325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3082328.750000 Penalty: 4749.811523
	Iteration 56Q: 3 clusters Score -3082329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3082325.250000 Penalty: 4749.811523
	Iteration 57Q: 3 clusters Score -3082325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3082325.750000 Penalty: 4749.811523
	Iteration 58Q: 3 clusters Score -3082326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3082324.250000 Penalty: 4749.811523
	Iteration 59Q: 3 clusters Score -3082324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3082324.500000 Penalty: 4749.811523
	Iteration 60F: 3 clusters Score -3082324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3082326.000000 Penalty: 4749.811523
	Iteration 61Q: 3 clusters Score -3082326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3082321.250000 Penalty: 4749.811523
	Iteration 62Q: 3 clusters Score -3082321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3082322.250000 Penalty: 4749.811523
	Iteration 63Q: 3 clusters Score -3082322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3082324.250000 Penalty: 4749.811523
	Iteration 64Q: 3 clusters Score -3082324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3082323.250000 Penalty: 4749.811523
	Iteration 65Q: 3 clusters Score -3082323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3082320.250000 Penalty: 4749.811523
	Iteration 66Q: 3 clusters Score -3082320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3082318.500000 Penalty: 4749.811523
	Iteration 67Q: 3 clusters Score -3082318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3082324.750000 Penalty: 4749.811523
	Iteration 68Q: 3 clusters Score -3082325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3082323.750000 Penalty: 4749.811523
	Iteration 69Q: 3 clusters Score -3082324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3082324.250000 Penalty: 4749.811523
	Iteration 70Q: 3 clusters Score -3082324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3082322.500000 Penalty: 4749.811523
	Iteration 71Q: 3 clusters Score -3082322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3082324.000000 Penalty: 4749.811523
	Iteration 72Q: 3 clusters Score -3082324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3082326.000000 Penalty: 4749.811523
	Iteration 73Q: 3 clusters Score -3082326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3082321.500000 Penalty: 4749.811523
	Iteration 74Q: 3 clusters Score -3082322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3082321.000000 Penalty: 4749.811523
	Iteration 75Q: 3 clusters Score -3082321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3082319.000000 Penalty: 4749.811523
	Iteration 76Q: 3 clusters Score -3082319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3082320.250000 Penalty: 4749.811523
	Iteration 77Q: 3 clusters Score -3082320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3082317.000000 Penalty: 4749.811523
	Iteration 78Q: 3 clusters Score -3082317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3082321.250000 Penalty: 4749.811523
	Iteration 79Q: 3 clusters Score -3082321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3082325.000000 Penalty: 4749.811523
	Iteration 80F: 3 clusters Score -3082325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3082325.000000 Penalty: 4749.811523
	Iteration 81Q: 3 clusters Score -3082325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3082323.000000 Penalty: 4749.811523
	Iteration 82Q: 3 clusters Score -3082323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3082325.750000 Penalty: 4749.811523
	Iteration 83Q: 3 clusters Score -3082326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3082331.500000 Penalty: 4749.811523
	Iteration 84Q: 3 clusters Score -3082332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3082328.500000 Penalty: 4749.811523
	Iteration 85Q: 3 clusters Score -3082328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3082328.750000 Penalty: 4749.811523
	Iteration 86Q: 3 clusters Score -3082329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3082333.250000 Penalty: 4749.811523
	Iteration 87Q: 3 clusters Score -3082333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3082327.500000 Penalty: 4749.811523
	Iteration 88Q: 3 clusters Score -3082328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3082329.000000 Penalty: 4749.811523
	Iteration 89Q: 3 clusters Score -3082329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3082327.250000 Penalty: 4749.811523
	Iteration 90Q: 3 clusters Score -3082327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3082328.250000 Penalty: 4749.811523
	Iteration 91Q: 3 clusters Score -3082328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3082328.250000 Penalty: 4749.811523
	Iteration 92F: 3 clusters Score -3082328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Entering Unmasked Estep 
Score: -423853.312500 Penalty: 1908.998779
	Iteration 0F: 2 clusters Score -423853.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -421145.656250 Penalty: 3817.997559
	Iteration 0F: 3 clusters Score -421145.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -421747.843750 Penalty: 3817.997559
	Iteration 1F: 3 clusters Score -421747.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -421956.781250 Penalty: 3817.997559
	Iteration 2F: 3 clusters Score -421956.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -422124.625000 Penalty: 3817.997559
	Iteration 3F: 3 clusters Score -422124.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -422235.437500 Penalty: 3817.997559
	Iteration 4Q: 3 clusters Score -422235.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -422342.781250 Penalty: 3817.997559
	Iteration 5Q: 3 clusters Score -422342.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -422475.750000 Penalty: 3817.997559
	Iteration 6Q: 3 clusters Score -422475.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -422582.968750 Penalty: 3817.997559
	Iteration 7Q: 3 clusters Score -422583 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -422693.937500 Penalty: 3817.997559
	Iteration 8Q: 3 clusters Score -422693.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -422756.937500 Penalty: 3817.997559
	Iteration 9Q: 3 clusters Score -422756.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -422788.250000 Penalty: 3817.997559
	Iteration 10Q: 3 clusters Score -422788.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -422811.843750 Penalty: 3817.997559
	Iteration 11Q: 3 clusters Score -422811.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -422831.312500 Penalty: 3817.997559
	Iteration 12Q: 3 clusters Score -422831.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -422841.625000 Penalty: 3817.997559
	Iteration 13Q: 3 clusters Score -422841.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -422850.750000 Penalty: 3817.997559
	Iteration 14Q: 3 clusters Score -422850.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -422860.375000 Penalty: 3817.997559
	Iteration 15Q: 3 clusters Score -422860.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -422865.750000 Penalty: 3817.997559
	Iteration 16Q: 3 clusters Score -422865.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -422871.375000 Penalty: 3817.997559
	Iteration 17Q: 3 clusters Score -422871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -422874.406250 Penalty: 3817.997559
	Iteration 18Q: 3 clusters Score -422874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -422876.312500 Penalty: 3817.997559
	Iteration 19Q: 3 clusters Score -422876.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -422878.593750 Penalty: 3817.997559
	Iteration 20F: 3 clusters Score -422878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -422879.937500 Penalty: 3817.997559
	Iteration 21Q: 3 clusters Score -422879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -422884.250000 Penalty: 3817.997559
	Iteration 22Q: 3 clusters Score -422884.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -422887.968750 Penalty: 3817.997559
	Iteration 23Q: 3 clusters Score -422888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -422891.562500 Penalty: 3817.997559
	Iteration 24Q: 3 clusters Score -422891.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -422893.781250 Penalty: 3817.997559
	Iteration 25Q: 3 clusters Score -422893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -422897.968750 Penalty: 3817.997559
	Iteration 26Q: 3 clusters Score -422898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -422905.031250 Penalty: 3817.997559
	Iteration 27Q: 3 clusters Score -422905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -422910.000000 Penalty: 3817.997559
	Iteration 28Q: 3 clusters Score -422910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -422911.531250 Penalty: 3817.997559
	Iteration 29Q: 3 clusters Score -422911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -422913.843750 Penalty: 3817.997559
	Iteration 30Q: 3 clusters Score -422913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -422914.375000 Penalty: 3817.997559
	Iteration 31Q: 3 clusters Score -422914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -422915.125000 Penalty: 3817.997559
	Iteration 32Q: 3 clusters Score -422915.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -422915.125000 Penalty: 3817.997559
	Iteration 33F: 3 clusters Score -422915.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Entering Unmasked Estep 
Score: -958758.687500 Penalty: 2112.363281
	Iteration 0F: 2 clusters Score -958758.7 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 2457 members 
Entering Unmasked Estep 
Score: -954271.687500 Penalty: 4224.726562
	Iteration 0F: 3 clusters Score -954271.7 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -955345.500000 Penalty: 4224.726562
	Iteration 1F: 3 clusters Score -955345.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -955637.812500 Penalty: 4224.726562
	Iteration 2F: 3 clusters Score -955637.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -955841.187500 Penalty: 4224.726562
	Iteration 3F: 3 clusters Score -955841.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -956012.250000 Penalty: 4224.726562
	Iteration 4F: 3 clusters Score -956012.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -956177.250000 Penalty: 4224.726562
	Iteration 5Q: 3 clusters Score -956177.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -956331.812500 Penalty: 4224.726562
	Iteration 6Q: 3 clusters Score -956331.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -956423.875000 Penalty: 4224.726562
	Iteration 7Q: 3 clusters Score -956423.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -956502.812500 Penalty: 4224.726562
	Iteration 8Q: 3 clusters Score -956502.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -956568.187500 Penalty: 4224.726562
	Iteration 9Q: 3 clusters Score -956568.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -956615.687500 Penalty: 4224.726562
	Iteration 10Q: 3 clusters Score -956615.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -956661.562500 Penalty: 4224.726562
	Iteration 11Q: 3 clusters Score -956661.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -956697.000000 Penalty: 4224.726562
	Iteration 12Q: 3 clusters Score -956697 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -956731.687500 Penalty: 4224.726562
	Iteration 13Q: 3 clusters Score -956731.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -956765.250000 Penalty: 4224.726562
	Iteration 14Q: 3 clusters Score -956765.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -956804.125000 Penalty: 4224.726562
	Iteration 15Q: 3 clusters Score -956804.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -956844.062500 Penalty: 4224.726562
	Iteration 16Q: 3 clusters Score -956844.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -956876.312500 Penalty: 4224.726562
	Iteration 17Q: 3 clusters Score -956876.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -956905.875000 Penalty: 4224.726562
	Iteration 18Q: 3 clusters Score -956905.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -956927.625000 Penalty: 4224.726562
	Iteration 19Q: 3 clusters Score -956927.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -956953.187500 Penalty: 4224.726562
	Iteration 20F: 3 clusters Score -956953.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -956981.687500 Penalty: 4224.726562
	Iteration 21Q: 3 clusters Score -956981.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -957013.625000 Penalty: 4224.726562
	Iteration 22Q: 3 clusters Score -957013.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -957041.062500 Penalty: 4224.726562
	Iteration 23Q: 3 clusters Score -957041.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -957060.687500 Penalty: 4224.726562
	Iteration 24Q: 3 clusters Score -957060.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -957078.062500 Penalty: 4224.726562
	Iteration 25Q: 3 clusters Score -957078.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -957091.000000 Penalty: 4224.726562
	Iteration 26Q: 3 clusters Score -957091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -957104.687500 Penalty: 4224.726562
	Iteration 27Q: 3 clusters Score -957104.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -957123.312500 Penalty: 4224.726562
	Iteration 28Q: 3 clusters Score -957123.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -957138.312500 Penalty: 4224.726562
	Iteration 29Q: 3 clusters Score -957138.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -957155.062500 Penalty: 4224.726562
	Iteration 30Q: 3 clusters Score -957155.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -957167.187500 Penalty: 4224.726562
	Iteration 31Q: 3 clusters Score -957167.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -957187.062500 Penalty: 4224.726562
	Iteration 32Q: 3 clusters Score -957187.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -957199.062500 Penalty: 4224.726562
	Iteration 33Q: 3 clusters Score -957199.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -957214.187500 Penalty: 4224.726562
	Iteration 34Q: 3 clusters Score -957214.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -957223.562500 Penalty: 4224.726562
	Iteration 35Q: 3 clusters Score -957223.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -957234.500000 Penalty: 4224.726562
	Iteration 36Q: 3 clusters Score -957234.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -957243.500000 Penalty: 4224.726562
	Iteration 37Q: 3 clusters Score -957243.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -957249.750000 Penalty: 4224.726562
	Iteration 38Q: 3 clusters Score -957249.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -957254.000000 Penalty: 4224.726562
	Iteration 39Q: 3 clusters Score -957254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -957258.250000 Penalty: 4224.726562
	Iteration 40F: 3 clusters Score -957258.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -957264.187500 Penalty: 4224.726562
	Iteration 41Q: 3 clusters Score -957264.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -957268.812500 Penalty: 4224.726562
	Iteration 42Q: 3 clusters Score -957268.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -957274.000000 Penalty: 4224.726562
	Iteration 43Q: 3 clusters Score -957274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -957274.312500 Penalty: 4224.726562
	Iteration 44Q: 3 clusters Score -957274.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -957274.937500 Penalty: 4224.726562
	Iteration 45Q: 3 clusters Score -957274.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -957276.500000 Penalty: 4224.726562
	Iteration 46Q: 3 clusters Score -957276.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -957277.312500 Penalty: 4224.726562
	Iteration 47Q: 3 clusters Score -957277.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -957278.687500 Penalty: 4224.726562
	Iteration 48Q: 3 clusters Score -957278.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -957280.062500 Penalty: 4224.726562
	Iteration 49Q: 3 clusters Score -957280.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -957281.687500 Penalty: 4224.726562
	Iteration 50Q: 3 clusters Score -957281.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -957282.062500 Penalty: 4224.726562
	Iteration 51Q: 3 clusters Score -957282.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -957282.500000 Penalty: 4224.726562
	Iteration 52Q: 3 clusters Score -957282.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -957283.937500 Penalty: 4224.726562
	Iteration 53Q: 3 clusters Score -957283.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -957283.500000 Penalty: 4224.726562
	Iteration 54Q: 3 clusters Score -957283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -957282.687500 Penalty: 4224.726562
	Iteration 55Q: 3 clusters Score -957282.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -957283.500000 Penalty: 4224.726562
	Iteration 56Q: 3 clusters Score -957283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -957283.500000 Penalty: 4224.726562
	Iteration 57F: 3 clusters Score -957283.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -52399.792969 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -52399.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51175.152344 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -51175.15 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51617.250000 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -51617.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51849.429688 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -51849.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -52004.187500 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -52004.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -52045.582031 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -52045.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52052.382812 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -52052.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -52054.035156 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -52054.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -52054.035156 Penalty: 2984.013916
	Iteration 7F: 3 clusters Score -52054.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Entering Unmasked Estep 
Score: -1243640.125000 Penalty: 2178.965332
	Iteration 0F: 2 clusters Score -1243640 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 3292 members 
Entering Unmasked Estep 
Score: -1238192.875000 Penalty: 4357.930664
	Iteration 0F: 3 clusters Score -1238193 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1239910.125000 Penalty: 4357.930664
	Iteration 1F: 3 clusters Score -1239910 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1240463.125000 Penalty: 4357.930664
	Iteration 2F: 3 clusters Score -1240463 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1241040.875000 Penalty: 4357.930664
	Iteration 3F: 3 clusters Score -1241041 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1241686.500000 Penalty: 4357.930664
	Iteration 4F: 3 clusters Score -1241686 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1242126.875000 Penalty: 4357.930664
	Iteration 5F: 3 clusters Score -1242127 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1242401.875000 Penalty: 4357.930664
	Iteration 6F: 3 clusters Score -1242402 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1242554.250000 Penalty: 4357.930664
	Iteration 7Q: 3 clusters Score -1242554 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1242631.750000 Penalty: 4357.930664
	Iteration 8Q: 3 clusters Score -1242632 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1242687.625000 Penalty: 4357.930664
	Iteration 9Q: 3 clusters Score -1242688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1242717.875000 Penalty: 4357.930664
	Iteration 10Q: 3 clusters Score -1242718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1242741.000000 Penalty: 4357.930664
	Iteration 11Q: 3 clusters Score -1242741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1242760.875000 Penalty: 4357.930664
	Iteration 12Q: 3 clusters Score -1242761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1242776.250000 Penalty: 4357.930664
	Iteration 13Q: 3 clusters Score -1242776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1242788.125000 Penalty: 4357.930664
	Iteration 14Q: 3 clusters Score -1242788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1242798.500000 Penalty: 4357.930664
	Iteration 15Q: 3 clusters Score -1242798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1242805.750000 Penalty: 4357.930664
	Iteration 16Q: 3 clusters Score -1242806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1242816.250000 Penalty: 4357.930664
	Iteration 17Q: 3 clusters Score -1242816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1242822.375000 Penalty: 4357.930664
	Iteration 18Q: 3 clusters Score -1242822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1242829.500000 Penalty: 4357.930664
	Iteration 19Q: 3 clusters Score -1242830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1242837.375000 Penalty: 4357.930664
	Iteration 20F: 3 clusters Score -1242837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1242845.000000 Penalty: 4357.930664
	Iteration 21Q: 3 clusters Score -1242845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1242853.000000 Penalty: 4357.930664
	Iteration 22Q: 3 clusters Score -1242853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1242862.625000 Penalty: 4357.930664
	Iteration 23Q: 3 clusters Score -1242863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1242861.500000 Penalty: 4357.930664
	Iteration 24Q: 3 clusters Score -1242862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1242868.375000 Penalty: 4357.930664
	Iteration 25Q: 3 clusters Score -1242868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1242869.875000 Penalty: 4357.930664
	Iteration 26Q: 3 clusters Score -1242870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1242868.625000 Penalty: 4357.930664
	Iteration 27Q: 3 clusters Score -1242869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1242872.000000 Penalty: 4357.930664
	Iteration 28Q: 3 clusters Score -1242872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1242874.500000 Penalty: 4357.930664
	Iteration 29Q: 3 clusters Score -1242874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1242878.000000 Penalty: 4357.930664
	Iteration 30Q: 3 clusters Score -1242878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1242879.250000 Penalty: 4357.930664
	Iteration 31Q: 3 clusters Score -1242879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1242880.000000 Penalty: 4357.930664
	Iteration 32Q: 3 clusters Score -1242880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1242882.250000 Penalty: 4357.930664
	Iteration 33Q: 3 clusters Score -1242882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1242888.000000 Penalty: 4357.930664
	Iteration 34Q: 3 clusters Score -1242888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1242890.875000 Penalty: 4357.930664
	Iteration 35Q: 3 clusters Score -1242891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1242896.000000 Penalty: 4357.930664
	Iteration 36Q: 3 clusters Score -1242896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1242898.500000 Penalty: 4357.930664
	Iteration 37Q: 3 clusters Score -1242898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1242897.625000 Penalty: 4357.930664
	Iteration 38Q: 3 clusters Score -1242898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1242897.125000 Penalty: 4357.930664
	Iteration 39Q: 3 clusters Score -1242897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1242898.375000 Penalty: 4357.930664
	Iteration 40F: 3 clusters Score -1242898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Entering Unmasked Estep 
Score: -2832546.000000 Penalty: 2366.579834
	Iteration 0F: 2 clusters Score -2832546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2822421.750000 Penalty: 4733.159668
	Iteration 0F: 3 clusters Score -2822422 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2825584.250000 Penalty: 4733.159668
	Iteration 1F: 3 clusters Score -2825584 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2825976.750000 Penalty: 4733.159668
	Iteration 2F: 3 clusters Score -2825977 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2826352.250000 Penalty: 4733.159668
	Iteration 3F: 3 clusters Score -2826352 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2826717.500000 Penalty: 4733.159668
	Iteration 4F: 3 clusters Score -2826718 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2827104.500000 Penalty: 4733.159668
	Iteration 5Q: 3 clusters Score -2827104 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2827530.750000 Penalty: 4733.159668
	Iteration 6F: 3 clusters Score -2827531 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2827994.500000 Penalty: 4733.159668
	Iteration 7F: 3 clusters Score -2827994 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2828492.750000 Penalty: 4733.159668
	Iteration 8F: 3 clusters Score -2828493 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2828976.500000 Penalty: 4733.159668
	Iteration 9Q: 3 clusters Score -2828976 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2829497.000000 Penalty: 4733.159668
	Iteration 10Q: 3 clusters Score -2829497 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2829920.750000 Penalty: 4733.159668
	Iteration 11Q: 3 clusters Score -2829921 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2830199.500000 Penalty: 4733.159668
	Iteration 12Q: 3 clusters Score -2830200 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2830397.500000 Penalty: 4733.159668
	Iteration 13Q: 3 clusters Score -2830398 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2830518.500000 Penalty: 4733.159668
	Iteration 14Q: 3 clusters Score -2830518 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2830613.750000 Penalty: 4733.159668
	Iteration 15Q: 3 clusters Score -2830614 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2830701.500000 Penalty: 4733.159668
	Iteration 16Q: 3 clusters Score -2830702 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2830801.000000 Penalty: 4733.159668
	Iteration 17Q: 3 clusters Score -2830801 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2830904.500000 Penalty: 4733.159668
	Iteration 18Q: 3 clusters Score -2830904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2830966.500000 Penalty: 4733.159668
	Iteration 19Q: 3 clusters Score -2830966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2831029.000000 Penalty: 4733.159668
	Iteration 20F: 3 clusters Score -2831029 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2831070.500000 Penalty: 4733.159668
	Iteration 21Q: 3 clusters Score -2831070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2831109.250000 Penalty: 4733.159668
	Iteration 22Q: 3 clusters Score -2831109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2831140.000000 Penalty: 4733.159668
	Iteration 23Q: 3 clusters Score -2831140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2831168.750000 Penalty: 4733.159668
	Iteration 24Q: 3 clusters Score -2831169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2831195.250000 Penalty: 4733.159668
	Iteration 25Q: 3 clusters Score -2831195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2831214.750000 Penalty: 4733.159668
	Iteration 26Q: 3 clusters Score -2831215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2831228.500000 Penalty: 4733.159668
	Iteration 27Q: 3 clusters Score -2831228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2831244.500000 Penalty: 4733.159668
	Iteration 28Q: 3 clusters Score -2831244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2831256.250000 Penalty: 4733.159668
	Iteration 29Q: 3 clusters Score -2831256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2831257.000000 Penalty: 4733.159668
	Iteration 30Q: 3 clusters Score -2831257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2831257.750000 Penalty: 4733.159668
	Iteration 31Q: 3 clusters Score -2831258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2831262.000000 Penalty: 4733.159668
	Iteration 32Q: 3 clusters Score -2831262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2831262.500000 Penalty: 4733.159668
	Iteration 33Q: 3 clusters Score -2831262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2831262.500000 Penalty: 4733.159668
	Iteration 34F: 3 clusters Score -2831262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Entering Unmasked Estep 
Score: -978799.250000 Penalty: 2113.006592
	Iteration 0F: 2 clusters Score -978799.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -974241.812500 Penalty: 4226.013184
	Iteration 0F: 3 clusters Score -974241.8 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -975373.000000 Penalty: 4226.013184
	Iteration 1F: 3 clusters Score -975373 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -975674.687500 Penalty: 4226.013184
	Iteration 2F: 3 clusters Score -975674.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -975963.500000 Penalty: 4226.013184
	Iteration 3F: 3 clusters Score -975963.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -976294.625000 Penalty: 4226.013184
	Iteration 4F: 3 clusters Score -976294.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -976645.187500 Penalty: 4226.013184
	Iteration 5F: 3 clusters Score -976645.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -976932.687500 Penalty: 4226.013184
	Iteration 6F: 3 clusters Score -976932.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -977155.437500 Penalty: 4226.013184
	Iteration 7Q: 3 clusters Score -977155.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -977349.062500 Penalty: 4226.013184
	Iteration 8Q: 3 clusters Score -977349.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -977538.125000 Penalty: 4226.013184
	Iteration 9Q: 3 clusters Score -977538.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -977696.562500 Penalty: 4226.013184
	Iteration 10Q: 3 clusters Score -977696.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -977786.562500 Penalty: 4226.013184
	Iteration 11Q: 3 clusters Score -977786.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -977856.500000 Penalty: 4226.013184
	Iteration 12Q: 3 clusters Score -977856.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -977904.250000 Penalty: 4226.013184
	Iteration 13Q: 3 clusters Score -977904.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -977947.250000 Penalty: 4226.013184
	Iteration 14Q: 3 clusters Score -977947.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -977996.062500 Penalty: 4226.013184
	Iteration 15Q: 3 clusters Score -977996.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -978035.875000 Penalty: 4226.013184
	Iteration 16Q: 3 clusters Score -978035.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -978059.125000 Penalty: 4226.013184
	Iteration 17Q: 3 clusters Score -978059.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -978078.312500 Penalty: 4226.013184
	Iteration 18Q: 3 clusters Score -978078.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -978088.937500 Penalty: 4226.013184
	Iteration 19Q: 3 clusters Score -978088.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -978095.375000 Penalty: 4226.013184
	Iteration 20F: 3 clusters Score -978095.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -978100.000000 Penalty: 4226.013184
	Iteration 21Q: 3 clusters Score -978100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -978104.125000 Penalty: 4226.013184
	Iteration 22Q: 3 clusters Score -978104.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -978109.375000 Penalty: 4226.013184
	Iteration 23Q: 3 clusters Score -978109.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -978109.750000 Penalty: 4226.013184
	Iteration 24Q: 3 clusters Score -978109.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -978109.125000 Penalty: 4226.013184
	Iteration 25Q: 3 clusters Score -978109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -978108.312500 Penalty: 4226.013184
	Iteration 26Q: 3 clusters Score -978108.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -978108.875000 Penalty: 4226.013184
	Iteration 27Q: 3 clusters Score -978108.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -978110.375000 Penalty: 4226.013184
	Iteration 28Q: 3 clusters Score -978110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -978110.500000 Penalty: 4226.013184
	Iteration 29Q: 3 clusters Score -978110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -978110.500000 Penalty: 4226.013184
	Iteration 30F: 3 clusters Score -978110.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -537977.937500 Penalty: 1986.569214
	Iteration 0F: 2 clusters Score -537977.9 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 1490 members 
Entering Unmasked Estep 
Score: -534764.125000 Penalty: 3973.138428
	Iteration 0F: 3 clusters Score -534764.1 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -535667.250000 Penalty: 3973.138428
	Iteration 1F: 3 clusters Score -535667.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -535996.125000 Penalty: 3973.138428
	Iteration 2F: 3 clusters Score -535996.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -536294.562500 Penalty: 3973.138428
	Iteration 3F: 3 clusters Score -536294.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -536625.250000 Penalty: 3973.138428
	Iteration 4F: 3 clusters Score -536625.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -536993.062500 Penalty: 3973.138428
	Iteration 5F: 3 clusters Score -536993.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -537479.625000 Penalty: 3973.138428
	Iteration 6F: 3 clusters Score -537479.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -537835.375000 Penalty: 3973.138428
	Iteration 7F: 3 clusters Score -537835.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -538038.125000 Penalty: 3973.138428
	Iteration 8Q: 3 clusters Score -538038.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -538124.625000 Penalty: 3973.138428
	Iteration 9Q: 3 clusters Score -538124.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -538162.875000 Penalty: 3973.138428
	Iteration 10Q: 3 clusters Score -538162.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -538186.187500 Penalty: 3973.138428
	Iteration 11Q: 3 clusters Score -538186.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -538197.312500 Penalty: 3973.138428
	Iteration 12Q: 3 clusters Score -538197.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -538205.125000 Penalty: 3973.138428
	Iteration 13Q: 3 clusters Score -538205.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -538214.250000 Penalty: 3973.138428
	Iteration 14Q: 3 clusters Score -538214.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -538220.812500 Penalty: 3973.138428
	Iteration 15Q: 3 clusters Score -538220.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -538228.750000 Penalty: 3973.138428
	Iteration 16Q: 3 clusters Score -538228.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -538233.875000 Penalty: 3973.138428
	Iteration 17Q: 3 clusters Score -538233.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -538235.125000 Penalty: 3973.138428
	Iteration 18Q: 3 clusters Score -538235.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -538236.500000 Penalty: 3973.138428
	Iteration 19Q: 3 clusters Score -538236.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -538238.500000 Penalty: 3973.138428
	Iteration 20F: 3 clusters Score -538238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -538238.937500 Penalty: 3973.138428
	Iteration 21Q: 3 clusters Score -538238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -538238.937500 Penalty: 3973.138428
	Iteration 22F: 3 clusters Score -538238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 15038 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 29808 members 
Mstep: Class 6 contains 27893 members 
Mstep: Class 7 contains 4683 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14418 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 14 contains 13942 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 33133 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26241 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 22348 members 
Mstep: Class 30 contains 44841 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21379 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17230 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27847 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17113 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27269 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8697 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26804 members 
Mstep: Class 52 contains 737 members 
Mstep: Class 53 contains 1551 members 
Entering Unmasked Estep 
Score: -84201952.000000 Penalty: 170644.796875
Splitting cluster 16 changes total score from -84202896.000000 to -84201952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (33133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Entering Unmasked Estep 
Score: -6476759.500000 Penalty: 2581.254639
	Iteration 0F: 2 clusters Score -6476760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -6457446.000000 Penalty: 5162.509277
	Iteration 0F: 3 clusters Score -6457446 nChanged 14955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -6465474.500000 Penalty: 5162.509277
	Iteration 1F: 3 clusters Score -6465474 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -6465930.000000 Penalty: 5162.509277
	Iteration 2Q: 3 clusters Score -6465930 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -6466335.000000 Penalty: 5162.509277
	Iteration 3Q: 3 clusters Score -6466335 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -6466780.000000 Penalty: 5162.509277
	Iteration 4Q: 3 clusters Score -6466780 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -6467337.500000 Penalty: 5162.509277
	Iteration 5Q: 3 clusters Score -6467338 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -6467969.500000 Penalty: 5162.509277
	Iteration 6Q: 3 clusters Score -6467970 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -6468784.000000 Penalty: 5162.509277
	Iteration 7Q: 3 clusters Score -6468784 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -6469834.500000 Penalty: 5162.509277
	Iteration 8Q: 3 clusters Score -6469834 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -6470972.500000 Penalty: 5162.509277
	Iteration 9F: 3 clusters Score -6470972 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -6472116.000000 Penalty: 5162.509277
	Iteration 10F: 3 clusters Score -6472116 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -6472969.500000 Penalty: 5162.509277
	Iteration 11Q: 3 clusters Score -6472970 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -6473622.500000 Penalty: 5162.509277
	Iteration 12Q: 3 clusters Score -6473622 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -6473975.500000 Penalty: 5162.509277
	Iteration 13Q: 3 clusters Score -6473976 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -6474197.000000 Penalty: 5162.509277
	Iteration 14Q: 3 clusters Score -6474197 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -6474320.000000 Penalty: 5162.509277
	Iteration 15Q: 3 clusters Score -6474320 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -6474417.000000 Penalty: 5162.509277
	Iteration 16Q: 3 clusters Score -6474417 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -6474499.000000 Penalty: 5162.509277
	Iteration 17Q: 3 clusters Score -6474499 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -6474579.500000 Penalty: 5162.509277
	Iteration 18Q: 3 clusters Score -6474580 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -6474646.500000 Penalty: 5162.509277
	Iteration 19Q: 3 clusters Score -6474646 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -6474684.500000 Penalty: 5162.509277
	Iteration 20F: 3 clusters Score -6474684 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -6474711.500000 Penalty: 5162.509277
	Iteration 21Q: 3 clusters Score -6474712 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -6474757.500000 Penalty: 5162.509277
	Iteration 22Q: 3 clusters Score -6474758 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -6474777.500000 Penalty: 5162.509277
	Iteration 23Q: 3 clusters Score -6474778 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -6474788.000000 Penalty: 5162.509277
	Iteration 24Q: 3 clusters Score -6474788 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -6474828.000000 Penalty: 5162.509277
	Iteration 25Q: 3 clusters Score -6474828 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -6474854.000000 Penalty: 5162.509277
	Iteration 26Q: 3 clusters Score -6474854 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -6474852.500000 Penalty: 5162.509277
	Iteration 27Q: 3 clusters Score -6474852 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -6474877.000000 Penalty: 5162.509277
	Iteration 28Q: 3 clusters Score -6474877 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -6474878.500000 Penalty: 5162.509277
	Iteration 29Q: 3 clusters Score -6474878 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -6474877.000000 Penalty: 5162.509277
	Iteration 30Q: 3 clusters Score -6474877 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -6474911.500000 Penalty: 5162.509277
	Iteration 31Q: 3 clusters Score -6474912 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -6474939.000000 Penalty: 5162.509277
	Iteration 32Q: 3 clusters Score -6474939 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -6474958.000000 Penalty: 5162.509277
	Iteration 33Q: 3 clusters Score -6474958 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -6474950.500000 Penalty: 5162.509277
	Iteration 34Q: 3 clusters Score -6474950 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -6474961.500000 Penalty: 5162.509277
	Iteration 35Q: 3 clusters Score -6474962 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -6474981.500000 Penalty: 5162.509277
	Iteration 36Q: 3 clusters Score -6474982 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -6474970.500000 Penalty: 5162.509277
	Iteration 37Q: 3 clusters Score -6474970 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -6474951.000000 Penalty: 5162.509277
	Iteration 38Q: 3 clusters Score -6474951 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -6474977.500000 Penalty: 5162.509277
	Iteration 39Q: 3 clusters Score -6474978 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -6474982.000000 Penalty: 5162.509277
	Iteration 40F: 3 clusters Score -6474982 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -6474985.500000 Penalty: 5162.509277
	Iteration 41Q: 3 clusters Score -6474986 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -6474978.000000 Penalty: 5162.509277
	Iteration 42Q: 3 clusters Score -6474978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -6474989.500000 Penalty: 5162.509277
	Iteration 43Q: 3 clusters Score -6474990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -6474963.000000 Penalty: 5162.509277
	Iteration 44Q: 3 clusters Score -6474963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -6474975.000000 Penalty: 5162.509277
	Iteration 45Q: 3 clusters Score -6474975 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -6474965.000000 Penalty: 5162.509277
	Iteration 46Q: 3 clusters Score -6474965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -6474962.500000 Penalty: 5162.509277
	Iteration 47Q: 3 clusters Score -6474962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -6474963.500000 Penalty: 5162.509277
	Iteration 48Q: 3 clusters Score -6474964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -6474968.500000 Penalty: 5162.509277
	Iteration 49Q: 3 clusters Score -6474968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -6474962.000000 Penalty: 5162.509277
	Iteration 50Q: 3 clusters Score -6474962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -6474975.000000 Penalty: 5162.509277
	Iteration 51Q: 3 clusters Score -6474975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -6474974.000000 Penalty: 5162.509277
	Iteration 52Q: 3 clusters Score -6474974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -6474979.000000 Penalty: 5162.509277
	Iteration 53Q: 3 clusters Score -6474979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -6474971.500000 Penalty: 5162.509277
	Iteration 54Q: 3 clusters Score -6474972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -6474972.500000 Penalty: 5162.509277
	Iteration 55Q: 3 clusters Score -6474972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -6474974.500000 Penalty: 5162.509277
	Iteration 56Q: 3 clusters Score -6474974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -6474974.500000 Penalty: 5162.509277
	Iteration 57Q: 3 clusters Score -6474974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -6474972.000000 Penalty: 5162.509277
	Iteration 58Q: 3 clusters Score -6474972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -6474966.500000 Penalty: 5162.509277
	Iteration 59Q: 3 clusters Score -6474966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -6474961.500000 Penalty: 5162.509277
	Iteration 60F: 3 clusters Score -6474962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -6474959.500000 Penalty: 5162.509277
	Iteration 61Q: 3 clusters Score -6474960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -6474954.000000 Penalty: 5162.509277
	Iteration 62Q: 3 clusters Score -6474954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -6474966.000000 Penalty: 5162.509277
	Iteration 63Q: 3 clusters Score -6474966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -6474967.000000 Penalty: 5162.509277
	Iteration 64Q: 3 clusters Score -6474967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -6474946.500000 Penalty: 5162.509277
	Iteration 65Q: 3 clusters Score -6474946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -6474952.000000 Penalty: 5162.509277
	Iteration 66Q: 3 clusters Score -6474952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -6474951.500000 Penalty: 5162.509277
	Iteration 67Q: 3 clusters Score -6474952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -6474949.000000 Penalty: 5162.509277
	Iteration 68Q: 3 clusters Score -6474949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -6474949.000000 Penalty: 5162.509277
	Iteration 69Q: 3 clusters Score -6474949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -6474944.000000 Penalty: 5162.509277
	Iteration 70Q: 3 clusters Score -6474944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -6474940.000000 Penalty: 5162.509277
	Iteration 71Q: 3 clusters Score -6474940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -6474958.500000 Penalty: 5162.509277
	Iteration 72Q: 3 clusters Score -6474958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -6474946.500000 Penalty: 5162.509277
	Iteration 73Q: 3 clusters Score -6474946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -6474946.000000 Penalty: 5162.509277
	Iteration 74Q: 3 clusters Score -6474946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -6474936.000000 Penalty: 5162.509277
	Iteration 75Q: 3 clusters Score -6474936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -6474943.000000 Penalty: 5162.509277
	Iteration 76Q: 3 clusters Score -6474943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -6474940.500000 Penalty: 5162.509277
	Iteration 77Q: 3 clusters Score -6474940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -6474939.000000 Penalty: 5162.509277
	Iteration 78Q: 3 clusters Score -6474939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -6474939.000000 Penalty: 5162.509277
	Iteration 79Q: 3 clusters Score -6474939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -6474938.000000 Penalty: 5162.509277
	Iteration 80F: 3 clusters Score -6474938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -6474930.000000 Penalty: 5162.509277
	Iteration 81Q: 3 clusters Score -6474930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -6474936.000000 Penalty: 5162.509277
	Iteration 82Q: 3 clusters Score -6474936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -6474930.500000 Penalty: 5162.509277
	Iteration 83Q: 3 clusters Score -6474930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -6474926.500000 Penalty: 5162.509277
	Iteration 84Q: 3 clusters Score -6474926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -6474921.000000 Penalty: 5162.509277
	Iteration 85Q: 3 clusters Score -6474921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -6474925.000000 Penalty: 5162.509277
	Iteration 86Q: 3 clusters Score -6474925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -6474921.000000 Penalty: 5162.509277
	Iteration 87Q: 3 clusters Score -6474921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -6474916.000000 Penalty: 5162.509277
	Iteration 88Q: 3 clusters Score -6474916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -6474909.000000 Penalty: 5162.509277
	Iteration 89Q: 3 clusters Score -6474909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -6474910.000000 Penalty: 5162.509277
	Iteration 90Q: 3 clusters Score -6474910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -6474913.000000 Penalty: 5162.509277
	Iteration 91Q: 3 clusters Score -6474913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -6474907.500000 Penalty: 5162.509277
	Iteration 92Q: 3 clusters Score -6474908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -6474915.000000 Penalty: 5162.509277
	Iteration 93Q: 3 clusters Score -6474915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -6474911.000000 Penalty: 5162.509277
	Iteration 94Q: 3 clusters Score -6474911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -6474910.000000 Penalty: 5162.509277
	Iteration 95Q: 3 clusters Score -6474910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -6474918.000000 Penalty: 5162.509277
	Iteration 96Q: 3 clusters Score -6474918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -6474914.000000 Penalty: 5162.509277
	Iteration 97Q: 3 clusters Score -6474914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -6474915.500000 Penalty: 5162.509277
	Iteration 98Q: 3 clusters Score -6474916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -6474913.000000 Penalty: 5162.509277
	Iteration 99Q: 3 clusters Score -6474913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -6474913.000000 Penalty: 5162.509277
	Iteration 100F: 3 clusters Score -6474913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -26256.578125 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -26256.58 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 154 members 
Entering Unmasked Estep 
Score: -25235.666016 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -25235.67 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25571.417969 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -25571.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25632.527344 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -25632.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25651.705078 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -25651.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25659.220703 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -25659.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25670.044922 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -25670.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25677.671875 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -25677.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25677.671875 Penalty: 2812.260986
	Iteration 7F: 3 clusters Score -25677.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -127051.679688 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -127051.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -125466.632812 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -125466.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -125873.796875 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -125873.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -126091.937500 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -126091.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -126229.593750 Penalty: 3261.928711
	Iteration 3F: 3 clusters Score -126229.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -126290.734375 Penalty: 3261.928711
	Iteration 4Q: 3 clusters Score -126290.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -126402.742188 Penalty: 3261.928711
	Iteration 5Q: 3 clusters Score -126402.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -126464.015625 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -126464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -126505.500000 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -126505.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -126571.695312 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -126571.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -126621.554688 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -126621.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -126653.250000 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -126653.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -126676.484375 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -126676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -126691.492188 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -126691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -126700.281250 Penalty: 3261.928711
	Iteration 13Q: 3 clusters Score -126700.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -126700.281250 Penalty: 3261.928711
	Iteration 14F: 3 clusters Score -126700.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -46476.218750 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -46476.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45250.457031 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -45250.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45360.500000 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -45360.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45432.753906 Penalty: 2835.645752
	Iteration 2F: 3 clusters Score -45432.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -45476.324219 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -45476.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -45523.703125 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -45523.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -45599.476562 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -45599.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -45626.789062 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -45626.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -45641.343750 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -45641.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -45647.968750 Penalty: 2835.645752
	Iteration 8Q: 3 clusters Score -45647.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -45686.250000 Penalty: 2835.645752
	Iteration 9Q: 3 clusters Score -45686.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -45687.816406 Penalty: 2835.645752
	Iteration 10Q: 3 clusters Score -45687.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -45687.816406 Penalty: 2835.645752
	Iteration 11F: 3 clusters Score -45687.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -94597.164062 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -94597.16 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 236 members 
Entering Unmasked Estep 
Score: -93141.000000 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -93141 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -93433.460938 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -93433.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -93575.953125 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -93575.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -93661.132812 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -93661.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -93699.671875 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -93699.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -93730.414062 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -93730.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93746.578125 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -93746.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -93767.648438 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -93767.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93798.734375 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -93798.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -93820.531250 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -93820.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93846.843750 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -93846.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93867.882812 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -93867.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -93877.718750 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -93877.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -93884.171875 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -93884.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -93891.601562 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -93891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -93895.664062 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -93895.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -93895.664062 Penalty: 3128.816650
	Iteration 16F: 3 clusters Score -93895.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Entering Unmasked Estep 
Score: -5144873.500000 Penalty: 2523.419434
	Iteration 0F: 2 clusters Score -5144874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -5127548.000000 Penalty: 5046.838867
	Iteration 0F: 3 clusters Score -5127548 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -5133963.000000 Penalty: 5046.838867
	Iteration 1F: 3 clusters Score -5133963 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -5134473.000000 Penalty: 5046.838867
	Iteration 2F: 3 clusters Score -5134473 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -5135015.000000 Penalty: 5046.838867
	Iteration 3Q: 3 clusters Score -5135015 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -5135610.500000 Penalty: 5046.838867
	Iteration 4Q: 3 clusters Score -5135610 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -5136284.000000 Penalty: 5046.838867
	Iteration 5Q: 3 clusters Score -5136284 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -5137111.500000 Penalty: 5046.838867
	Iteration 6F: 3 clusters Score -5137112 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -5138071.000000 Penalty: 5046.838867
	Iteration 7F: 3 clusters Score -5138071 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -5139264.000000 Penalty: 5046.838867
	Iteration 8F: 3 clusters Score -5139264 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -5140439.000000 Penalty: 5046.838867
	Iteration 9F: 3 clusters Score -5140439 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -5141305.000000 Penalty: 5046.838867
	Iteration 10Q: 3 clusters Score -5141305 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -5141857.500000 Penalty: 5046.838867
	Iteration 11Q: 3 clusters Score -5141858 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -5142186.500000 Penalty: 5046.838867
	Iteration 12Q: 3 clusters Score -5142186 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -5142428.000000 Penalty: 5046.838867
	Iteration 13Q: 3 clusters Score -5142428 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -5142575.500000 Penalty: 5046.838867
	Iteration 14Q: 3 clusters Score -5142576 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -5142732.500000 Penalty: 5046.838867
	Iteration 15Q: 3 clusters Score -5142732 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -5142832.000000 Penalty: 5046.838867
	Iteration 16Q: 3 clusters Score -5142832 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -5142956.000000 Penalty: 5046.838867
	Iteration 17Q: 3 clusters Score -5142956 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5143000.000000 Penalty: 5046.838867
	Iteration 18Q: 3 clusters Score -5143000 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -5143063.500000 Penalty: 5046.838867
	Iteration 19Q: 3 clusters Score -5143064 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -5143098.500000 Penalty: 5046.838867
	Iteration 20F: 3 clusters Score -5143098 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5143087.500000 Penalty: 5046.838867
	Iteration 21Q: 3 clusters Score -5143088 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5143076.000000 Penalty: 5046.838867
	Iteration 22Q: 3 clusters Score -5143076 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5143041.000000 Penalty: 5046.838867
	Iteration 23Q: 3 clusters Score -5143041 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5143043.500000 Penalty: 5046.838867
	Iteration 24Q: 3 clusters Score -5143044 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5143047.500000 Penalty: 5046.838867
	Iteration 25Q: 3 clusters Score -5143048 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5143057.500000 Penalty: 5046.838867
	Iteration 26Q: 3 clusters Score -5143058 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5143075.500000 Penalty: 5046.838867
	Iteration 27Q: 3 clusters Score -5143076 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5143071.000000 Penalty: 5046.838867
	Iteration 28Q: 3 clusters Score -5143071 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5143070.000000 Penalty: 5046.838867
	Iteration 29Q: 3 clusters Score -5143070 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5143075.000000 Penalty: 5046.838867
	Iteration 30Q: 3 clusters Score -5143075 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5143081.000000 Penalty: 5046.838867
	Iteration 31Q: 3 clusters Score -5143081 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5143075.500000 Penalty: 5046.838867
	Iteration 32Q: 3 clusters Score -5143076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5143085.500000 Penalty: 5046.838867
	Iteration 33Q: 3 clusters Score -5143086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5143071.500000 Penalty: 5046.838867
	Iteration 34Q: 3 clusters Score -5143072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5143073.500000 Penalty: 5046.838867
	Iteration 35Q: 3 clusters Score -5143074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5143071.500000 Penalty: 5046.838867
	Iteration 36Q: 3 clusters Score -5143072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5143076.000000 Penalty: 5046.838867
	Iteration 37Q: 3 clusters Score -5143076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5143076.500000 Penalty: 5046.838867
	Iteration 38Q: 3 clusters Score -5143076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5143071.000000 Penalty: 5046.838867
	Iteration 39Q: 3 clusters Score -5143071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5143072.500000 Penalty: 5046.838867
	Iteration 40F: 3 clusters Score -5143072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5143061.000000 Penalty: 5046.838867
	Iteration 41Q: 3 clusters Score -5143061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5143062.000000 Penalty: 5046.838867
	Iteration 42Q: 3 clusters Score -5143062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5143055.000000 Penalty: 5046.838867
	Iteration 43Q: 3 clusters Score -5143055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5143053.000000 Penalty: 5046.838867
	Iteration 44Q: 3 clusters Score -5143053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5143051.500000 Penalty: 5046.838867
	Iteration 45Q: 3 clusters Score -5143052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5143038.500000 Penalty: 5046.838867
	Iteration 46Q: 3 clusters Score -5143038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5143041.500000 Penalty: 5046.838867
	Iteration 47Q: 3 clusters Score -5143042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5143040.500000 Penalty: 5046.838867
	Iteration 48Q: 3 clusters Score -5143040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5143035.500000 Penalty: 5046.838867
	Iteration 49Q: 3 clusters Score -5143036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5143033.500000 Penalty: 5046.838867
	Iteration 50Q: 3 clusters Score -5143034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5143043.500000 Penalty: 5046.838867
	Iteration 51Q: 3 clusters Score -5143044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5143035.000000 Penalty: 5046.838867
	Iteration 52Q: 3 clusters Score -5143035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5143033.500000 Penalty: 5046.838867
	Iteration 53Q: 3 clusters Score -5143034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5143027.000000 Penalty: 5046.838867
	Iteration 54Q: 3 clusters Score -5143027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5143023.000000 Penalty: 5046.838867
	Iteration 55Q: 3 clusters Score -5143023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5143027.000000 Penalty: 5046.838867
	Iteration 56Q: 3 clusters Score -5143027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5143028.000000 Penalty: 5046.838867
	Iteration 57Q: 3 clusters Score -5143028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5143037.500000 Penalty: 5046.838867
	Iteration 58Q: 3 clusters Score -5143038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5143031.500000 Penalty: 5046.838867
	Iteration 59Q: 3 clusters Score -5143032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5143029.000000 Penalty: 5046.838867
	Iteration 60F: 3 clusters Score -5143029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5143034.500000 Penalty: 5046.838867
	Iteration 61Q: 3 clusters Score -5143034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5143030.500000 Penalty: 5046.838867
	Iteration 62Q: 3 clusters Score -5143030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5143026.500000 Penalty: 5046.838867
	Iteration 63Q: 3 clusters Score -5143026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5143031.500000 Penalty: 5046.838867
	Iteration 64Q: 3 clusters Score -5143032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5143034.000000 Penalty: 5046.838867
	Iteration 65Q: 3 clusters Score -5143034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5143036.000000 Penalty: 5046.838867
	Iteration 66Q: 3 clusters Score -5143036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5143039.000000 Penalty: 5046.838867
	Iteration 67Q: 3 clusters Score -5143039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5143035.500000 Penalty: 5046.838867
	Iteration 68Q: 3 clusters Score -5143036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5143038.500000 Penalty: 5046.838867
	Iteration 69Q: 3 clusters Score -5143038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5143035.500000 Penalty: 5046.838867
	Iteration 70Q: 3 clusters Score -5143036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5143037.000000 Penalty: 5046.838867
	Iteration 71Q: 3 clusters Score -5143037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5143042.000000 Penalty: 5046.838867
	Iteration 72Q: 3 clusters Score -5143042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5143044.000000 Penalty: 5046.838867
	Iteration 73Q: 3 clusters Score -5143044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5143043.000000 Penalty: 5046.838867
	Iteration 74Q: 3 clusters Score -5143043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5143041.000000 Penalty: 5046.838867
	Iteration 75Q: 3 clusters Score -5143041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5143041.000000 Penalty: 5046.838867
	Iteration 76F: 3 clusters Score -5143041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -408408.875000 Penalty: 1912.242065
	Iteration 0F: 2 clusters Score -408408.9 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 1090 members 
Entering Unmasked Estep 
Score: -405650.968750 Penalty: 3824.484131
	Iteration 0F: 3 clusters Score -405651 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -406505.062500 Penalty: 3824.484131
	Iteration 1F: 3 clusters Score -406505.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -406939.250000 Penalty: 3824.484131
	Iteration 2F: 3 clusters Score -406939.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -407232.937500 Penalty: 3824.484131
	Iteration 3F: 3 clusters Score -407232.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -407450.062500 Penalty: 3824.484131
	Iteration 4F: 3 clusters Score -407450.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -407633.187500 Penalty: 3824.484131
	Iteration 5Q: 3 clusters Score -407633.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -407761.906250 Penalty: 3824.484131
	Iteration 6Q: 3 clusters Score -407761.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -407879.250000 Penalty: 3824.484131
	Iteration 7Q: 3 clusters Score -407879.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -407941.750000 Penalty: 3824.484131
	Iteration 8Q: 3 clusters Score -407941.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -408008.031250 Penalty: 3824.484131
	Iteration 9Q: 3 clusters Score -408008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -408050.812500 Penalty: 3824.484131
	Iteration 10Q: 3 clusters Score -408050.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -408068.500000 Penalty: 3824.484131
	Iteration 11Q: 3 clusters Score -408068.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -408079.968750 Penalty: 3824.484131
	Iteration 12Q: 3 clusters Score -408080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -408097.031250 Penalty: 3824.484131
	Iteration 13Q: 3 clusters Score -408097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -408116.125000 Penalty: 3824.484131
	Iteration 14Q: 3 clusters Score -408116.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -408133.625000 Penalty: 3824.484131
	Iteration 15Q: 3 clusters Score -408133.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -408146.468750 Penalty: 3824.484131
	Iteration 16Q: 3 clusters Score -408146.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -408152.125000 Penalty: 3824.484131
	Iteration 17Q: 3 clusters Score -408152.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -408158.125000 Penalty: 3824.484131
	Iteration 18Q: 3 clusters Score -408158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -408161.343750 Penalty: 3824.484131
	Iteration 19Q: 3 clusters Score -408161.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -408162.781250 Penalty: 3824.484131
	Iteration 20F: 3 clusters Score -408162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -408163.093750 Penalty: 3824.484131
	Iteration 21Q: 3 clusters Score -408163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -408164.468750 Penalty: 3824.484131
	Iteration 22Q: 3 clusters Score -408164.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -408164.437500 Penalty: 3824.484131
	Iteration 23Q: 3 clusters Score -408164.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -408164.437500 Penalty: 3824.484131
	Iteration 24F: 3 clusters Score -408164.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -158917.046875 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -158917 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 501 members 
Entering Unmasked Estep 
Score: -157027.562500 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -157027.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -157495.843750 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -157495.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -157690.234375 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -157690.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -157834.312500 Penalty: 3409.602539
	Iteration 3F: 3 clusters Score -157834.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -157946.609375 Penalty: 3409.602539
	Iteration 4Q: 3 clusters Score -157946.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -158057.375000 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -158057.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -158136.562500 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -158136.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -158218.125000 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -158218.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -158274.781250 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -158274.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -158317.218750 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -158317.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -158337.921875 Penalty: 3409.602539
	Iteration 10Q: 3 clusters Score -158337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -158354.687500 Penalty: 3409.602539
	Iteration 11Q: 3 clusters Score -158354.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -158362.750000 Penalty: 3409.602539
	Iteration 12Q: 3 clusters Score -158362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -158362.750000 Penalty: 3409.602539
	Iteration 13F: 3 clusters Score -158362.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Entering Unmasked Estep 
Score: -439901.125000 Penalty: 1916.210083
	Iteration 0F: 2 clusters Score -439901.1 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 1135 members 
Entering Unmasked Estep 
Score: -437111.125000 Penalty: 3832.420166
	Iteration 0F: 3 clusters Score -437111.1 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -437707.656250 Penalty: 3832.420166
	Iteration 1F: 3 clusters Score -437707.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -437891.500000 Penalty: 3832.420166
	Iteration 2F: 3 clusters Score -437891.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -437991.468750 Penalty: 3832.420166
	Iteration 3Q: 3 clusters Score -437991.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -438076.906250 Penalty: 3832.420166
	Iteration 4Q: 3 clusters Score -438076.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -438129.812500 Penalty: 3832.420166
	Iteration 5Q: 3 clusters Score -438129.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -438175.125000 Penalty: 3832.420166
	Iteration 6Q: 3 clusters Score -438175.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -438210.781250 Penalty: 3832.420166
	Iteration 7Q: 3 clusters Score -438210.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -438256.093750 Penalty: 3832.420166
	Iteration 8Q: 3 clusters Score -438256.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -438304.843750 Penalty: 3832.420166
	Iteration 9Q: 3 clusters Score -438304.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -438360.062500 Penalty: 3832.420166
	Iteration 10Q: 3 clusters Score -438360.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -438407.250000 Penalty: 3832.420166
	Iteration 11Q: 3 clusters Score -438407.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -438442.437500 Penalty: 3832.420166
	Iteration 12Q: 3 clusters Score -438442.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -438490.687500 Penalty: 3832.420166
	Iteration 13Q: 3 clusters Score -438490.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -438532.906250 Penalty: 3832.420166
	Iteration 14Q: 3 clusters Score -438532.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -438590.750000 Penalty: 3832.420166
	Iteration 15Q: 3 clusters Score -438590.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -438641.781250 Penalty: 3832.420166
	Iteration 16Q: 3 clusters Score -438641.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -438699.218750 Penalty: 3832.420166
	Iteration 17Q: 3 clusters Score -438699.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -438752.531250 Penalty: 3832.420166
	Iteration 18Q: 3 clusters Score -438752.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -438780.875000 Penalty: 3832.420166
	Iteration 19Q: 3 clusters Score -438780.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -438818.875000 Penalty: 3832.420166
	Iteration 20F: 3 clusters Score -438818.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -438872.062500 Penalty: 3832.420166
	Iteration 21Q: 3 clusters Score -438872.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -438902.687500 Penalty: 3832.420166
	Iteration 22Q: 3 clusters Score -438902.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -438925.312500 Penalty: 3832.420166
	Iteration 23Q: 3 clusters Score -438925.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -438939.281250 Penalty: 3832.420166
	Iteration 24Q: 3 clusters Score -438939.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -438950.406250 Penalty: 3832.420166
	Iteration 25Q: 3 clusters Score -438950.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -438961.750000 Penalty: 3832.420166
	Iteration 26Q: 3 clusters Score -438961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -438967.875000 Penalty: 3832.420166
	Iteration 27Q: 3 clusters Score -438967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -438974.187500 Penalty: 3832.420166
	Iteration 28Q: 3 clusters Score -438974.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -438977.625000 Penalty: 3832.420166
	Iteration 29Q: 3 clusters Score -438977.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -438979.687500 Penalty: 3832.420166
	Iteration 30Q: 3 clusters Score -438979.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -438981.718750 Penalty: 3832.420166
	Iteration 31Q: 3 clusters Score -438981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -438982.218750 Penalty: 3832.420166
	Iteration 32Q: 3 clusters Score -438982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -438983.687500 Penalty: 3832.420166
	Iteration 33Q: 3 clusters Score -438983.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -438983.687500 Penalty: 3832.420166
	Iteration 34F: 3 clusters Score -438983.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Entering Unmasked Estep 
Score: -1196487.250000 Penalty: 2155.862305
	Iteration 0F: 2 clusters Score -1196487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1191396.000000 Penalty: 4311.724609
	Iteration 0F: 3 clusters Score -1191396 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1192921.000000 Penalty: 4311.724609
	Iteration 1F: 3 clusters Score -1192921 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1193577.625000 Penalty: 4311.724609
	Iteration 2F: 3 clusters Score -1193578 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1194211.000000 Penalty: 4311.724609
	Iteration 3F: 3 clusters Score -1194211 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1194699.500000 Penalty: 4311.724609
	Iteration 4F: 3 clusters Score -1194700 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1195055.750000 Penalty: 4311.724609
	Iteration 5F: 3 clusters Score -1195056 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1195272.375000 Penalty: 4311.724609
	Iteration 6Q: 3 clusters Score -1195272 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1195385.625000 Penalty: 4311.724609
	Iteration 7Q: 3 clusters Score -1195386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1195442.375000 Penalty: 4311.724609
	Iteration 8Q: 3 clusters Score -1195442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1195468.750000 Penalty: 4311.724609
	Iteration 9Q: 3 clusters Score -1195469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1195496.125000 Penalty: 4311.724609
	Iteration 10Q: 3 clusters Score -1195496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1195509.000000 Penalty: 4311.724609
	Iteration 11Q: 3 clusters Score -1195509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1195521.625000 Penalty: 4311.724609
	Iteration 12Q: 3 clusters Score -1195522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1195526.750000 Penalty: 4311.724609
	Iteration 13Q: 3 clusters Score -1195527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1195535.000000 Penalty: 4311.724609
	Iteration 14Q: 3 clusters Score -1195535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1195544.375000 Penalty: 4311.724609
	Iteration 15Q: 3 clusters Score -1195544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1195559.250000 Penalty: 4311.724609
	Iteration 16Q: 3 clusters Score -1195559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1195567.500000 Penalty: 4311.724609
	Iteration 17Q: 3 clusters Score -1195568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1195569.875000 Penalty: 4311.724609
	Iteration 18Q: 3 clusters Score -1195570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1195575.375000 Penalty: 4311.724609
	Iteration 19Q: 3 clusters Score -1195575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1195577.500000 Penalty: 4311.724609
	Iteration 20F: 3 clusters Score -1195578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1195579.750000 Penalty: 4311.724609
	Iteration 21Q: 3 clusters Score -1195580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1195580.375000 Penalty: 4311.724609
	Iteration 22Q: 3 clusters Score -1195580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1195582.000000 Penalty: 4311.724609
	Iteration 23Q: 3 clusters Score -1195582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1195583.375000 Penalty: 4311.724609
	Iteration 24Q: 3 clusters Score -1195583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1195583.875000 Penalty: 4311.724609
	Iteration 25Q: 3 clusters Score -1195584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1195584.375000 Penalty: 4311.724609
	Iteration 26Q: 3 clusters Score -1195584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1195583.000000 Penalty: 4311.724609
	Iteration 27Q: 3 clusters Score -1195583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1195584.375000 Penalty: 4311.724609
	Iteration 28Q: 3 clusters Score -1195584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1195584.250000 Penalty: 4311.724609
	Iteration 29Q: 3 clusters Score -1195584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1195585.500000 Penalty: 4311.724609
	Iteration 30Q: 3 clusters Score -1195586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1195585.500000 Penalty: 4311.724609
	Iteration 31F: 3 clusters Score -1195586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -14025.152344 Penalty: 1320.106445
	Iteration 0F: 2 clusters Score -14025.15 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 93 members 
Entering Unmasked Estep 
Score: -12993.394531 Penalty: 2640.212891
	Iteration 0F: 3 clusters Score -12993.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13123.755859 Penalty: 2640.212891
	Iteration 1F: 3 clusters Score -13123.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13161.987305 Penalty: 2640.212891
	Iteration 2Q: 3 clusters Score -13161.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13217.375977 Penalty: 2640.212891
	Iteration 3Q: 3 clusters Score -13217.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13227.911133 Penalty: 2640.212891
	Iteration 4Q: 3 clusters Score -13227.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13262.312500 Penalty: 2640.212891
	Iteration 5Q: 3 clusters Score -13262.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13283.658203 Penalty: 2640.212891
	Iteration 6Q: 3 clusters Score -13283.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13294.587891 Penalty: 2640.212891
	Iteration 7Q: 3 clusters Score -13294.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13303.883789 Penalty: 2640.212891
	Iteration 8Q: 3 clusters Score -13303.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13303.883789 Penalty: 2640.212891
	Iteration 9F: 3 clusters Score -13303.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Entering Unmasked Estep 
Score: -815060.812500 Penalty: 2059.207764
	Iteration 0F: 2 clusters Score -815060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -811089.312500 Penalty: 4118.415527
	Iteration 0F: 3 clusters Score -811089.3 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -811928.875000 Penalty: 4118.415527
	Iteration 1F: 3 clusters Score -811928.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -812175.812500 Penalty: 4118.415527
	Iteration 2F: 3 clusters Score -812175.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -812333.000000 Penalty: 4118.415527
	Iteration 3F: 3 clusters Score -812333 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -812433.562500 Penalty: 4118.415527
	Iteration 4Q: 3 clusters Score -812433.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -812505.500000 Penalty: 4118.415527
	Iteration 5Q: 3 clusters Score -812505.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -812563.875000 Penalty: 4118.415527
	Iteration 6Q: 3 clusters Score -812563.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -812618.562500 Penalty: 4118.415527
	Iteration 7Q: 3 clusters Score -812618.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -812676.625000 Penalty: 4118.415527
	Iteration 8Q: 3 clusters Score -812676.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -812733.437500 Penalty: 4118.415527
	Iteration 9Q: 3 clusters Score -812733.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -812789.437500 Penalty: 4118.415527
	Iteration 10Q: 3 clusters Score -812789.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -812841.562500 Penalty: 4118.415527
	Iteration 11Q: 3 clusters Score -812841.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -812882.625000 Penalty: 4118.415527
	Iteration 12Q: 3 clusters Score -812882.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -812919.812500 Penalty: 4118.415527
	Iteration 13Q: 3 clusters Score -812919.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -812957.062500 Penalty: 4118.415527
	Iteration 14Q: 3 clusters Score -812957.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -812990.562500 Penalty: 4118.415527
	Iteration 15Q: 3 clusters Score -812990.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -813017.625000 Penalty: 4118.415527
	Iteration 16Q: 3 clusters Score -813017.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -813038.562500 Penalty: 4118.415527
	Iteration 17Q: 3 clusters Score -813038.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -813063.625000 Penalty: 4118.415527
	Iteration 18Q: 3 clusters Score -813063.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -813088.937500 Penalty: 4118.415527
	Iteration 19Q: 3 clusters Score -813088.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -813113.812500 Penalty: 4118.415527
	Iteration 20F: 3 clusters Score -813113.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -813140.875000 Penalty: 4118.415527
	Iteration 21Q: 3 clusters Score -813140.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -813163.125000 Penalty: 4118.415527
	Iteration 22Q: 3 clusters Score -813163.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -813181.125000 Penalty: 4118.415527
	Iteration 23Q: 3 clusters Score -813181.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -813192.437500 Penalty: 4118.415527
	Iteration 24Q: 3 clusters Score -813192.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -813199.937500 Penalty: 4118.415527
	Iteration 25Q: 3 clusters Score -813199.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -813207.187500 Penalty: 4118.415527
	Iteration 26Q: 3 clusters Score -813207.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -813217.625000 Penalty: 4118.415527
	Iteration 27Q: 3 clusters Score -813217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -813225.812500 Penalty: 4118.415527
	Iteration 28Q: 3 clusters Score -813225.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -813238.375000 Penalty: 4118.415527
	Iteration 29Q: 3 clusters Score -813238.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -813248.875000 Penalty: 4118.415527
	Iteration 30Q: 3 clusters Score -813248.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -813256.312500 Penalty: 4118.415527
	Iteration 31Q: 3 clusters Score -813256.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -813263.062500 Penalty: 4118.415527
	Iteration 32Q: 3 clusters Score -813263.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -813267.062500 Penalty: 4118.415527
	Iteration 33Q: 3 clusters Score -813267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -813268.000000 Penalty: 4118.415527
	Iteration 34Q: 3 clusters Score -813268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -813272.000000 Penalty: 4118.415527
	Iteration 35Q: 3 clusters Score -813272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -813276.812500 Penalty: 4118.415527
	Iteration 36Q: 3 clusters Score -813276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -813280.937500 Penalty: 4118.415527
	Iteration 37Q: 3 clusters Score -813280.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -813289.875000 Penalty: 4118.415527
	Iteration 38Q: 3 clusters Score -813289.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -813293.437500 Penalty: 4118.415527
	Iteration 39Q: 3 clusters Score -813293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -813294.500000 Penalty: 4118.415527
	Iteration 40F: 3 clusters Score -813294.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -813294.687500 Penalty: 4118.415527
	Iteration 41Q: 3 clusters Score -813294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -813296.000000 Penalty: 4118.415527
	Iteration 42Q: 3 clusters Score -813296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -813295.937500 Penalty: 4118.415527
	Iteration 43Q: 3 clusters Score -813295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -813296.875000 Penalty: 4118.415527
	Iteration 44Q: 3 clusters Score -813296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -813297.437500 Penalty: 4118.415527
	Iteration 45Q: 3 clusters Score -813297.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -813299.000000 Penalty: 4118.415527
	Iteration 46Q: 3 clusters Score -813299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -813300.187500 Penalty: 4118.415527
	Iteration 47Q: 3 clusters Score -813300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -813301.500000 Penalty: 4118.415527
	Iteration 48Q: 3 clusters Score -813301.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -813303.812500 Penalty: 4118.415527
	Iteration 49Q: 3 clusters Score -813303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -813304.812500 Penalty: 4118.415527
	Iteration 50Q: 3 clusters Score -813304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -813308.562500 Penalty: 4118.415527
	Iteration 51Q: 3 clusters Score -813308.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -813311.125000 Penalty: 4118.415527
	Iteration 52Q: 3 clusters Score -813311.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -813311.125000 Penalty: 4118.415527
	Iteration 53Q: 3 clusters Score -813311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -813314.875000 Penalty: 4118.415527
	Iteration 54Q: 3 clusters Score -813314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -813318.500000 Penalty: 4118.415527
	Iteration 55Q: 3 clusters Score -813318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -813318.500000 Penalty: 4118.415527
	Iteration 56F: 3 clusters Score -813318.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Entering Unmasked Estep 
Score: -4639692.500000 Penalty: 2483.593994
	Iteration 0F: 2 clusters Score -4639692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -4624849.000000 Penalty: 4967.187988
	Iteration 0F: 3 clusters Score -4624849 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -4630243.500000 Penalty: 4967.187988
	Iteration 1F: 3 clusters Score -4630244 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -4630868.500000 Penalty: 4967.187988
	Iteration 2F: 3 clusters Score -4630868 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -4631534.500000 Penalty: 4967.187988
	Iteration 3F: 3 clusters Score -4631534 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -4632281.000000 Penalty: 4967.187988
	Iteration 4F: 3 clusters Score -4632281 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -4633183.000000 Penalty: 4967.187988
	Iteration 5F: 3 clusters Score -4633183 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4634208.500000 Penalty: 4967.187988
	Iteration 6F: 3 clusters Score -4634208 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4635375.000000 Penalty: 4967.187988
	Iteration 7F: 3 clusters Score -4635375 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4636358.000000 Penalty: 4967.187988
	Iteration 8F: 3 clusters Score -4636358 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4636950.500000 Penalty: 4967.187988
	Iteration 9Q: 3 clusters Score -4636950 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4637306.000000 Penalty: 4967.187988
	Iteration 10Q: 3 clusters Score -4637306 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4637523.000000 Penalty: 4967.187988
	Iteration 11Q: 3 clusters Score -4637523 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4637643.500000 Penalty: 4967.187988
	Iteration 12Q: 3 clusters Score -4637644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4637710.000000 Penalty: 4967.187988
	Iteration 13Q: 3 clusters Score -4637710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4637752.500000 Penalty: 4967.187988
	Iteration 14Q: 3 clusters Score -4637752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4637784.500000 Penalty: 4967.187988
	Iteration 15Q: 3 clusters Score -4637784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4637794.000000 Penalty: 4967.187988
	Iteration 16Q: 3 clusters Score -4637794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4637800.500000 Penalty: 4967.187988
	Iteration 17Q: 3 clusters Score -4637800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4637808.000000 Penalty: 4967.187988
	Iteration 18Q: 3 clusters Score -4637808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4637817.000000 Penalty: 4967.187988
	Iteration 19Q: 3 clusters Score -4637817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4637834.000000 Penalty: 4967.187988
	Iteration 20F: 3 clusters Score -4637834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4637835.500000 Penalty: 4967.187988
	Iteration 21Q: 3 clusters Score -4637836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4637848.500000 Penalty: 4967.187988
	Iteration 22Q: 3 clusters Score -4637848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4637848.000000 Penalty: 4967.187988
	Iteration 23Q: 3 clusters Score -4637848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4637854.000000 Penalty: 4967.187988
	Iteration 24Q: 3 clusters Score -4637854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4637854.000000 Penalty: 4967.187988
	Iteration 25Q: 3 clusters Score -4637854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4637862.000000 Penalty: 4967.187988
	Iteration 26Q: 3 clusters Score -4637862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4637860.500000 Penalty: 4967.187988
	Iteration 27Q: 3 clusters Score -4637860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4637860.500000 Penalty: 4967.187988
	Iteration 28F: 3 clusters Score -4637860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (44841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Entering Unmasked Estep 
Score: -8492694.000000 Penalty: 2656.297852
	Iteration 0F: 2 clusters Score -8492694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -8462704.000000 Penalty: 5312.595703
	Iteration 0F: 3 clusters Score -8462704 nChanged 20538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -8473884.000000 Penalty: 5312.595703
	Iteration 1F: 3 clusters Score -8473884 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -8474370.000000 Penalty: 5312.595703
	Iteration 2Q: 3 clusters Score -8474370 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -8474882.000000 Penalty: 5312.595703
	Iteration 3Q: 3 clusters Score -8474882 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -8475456.000000 Penalty: 5312.595703
	Iteration 4Q: 3 clusters Score -8475456 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -8476345.000000 Penalty: 5312.595703
	Iteration 5Q: 3 clusters Score -8476345 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -8477611.000000 Penalty: 5312.595703
	Iteration 6F: 3 clusters Score -8477611 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -8479513.000000 Penalty: 5312.595703
	Iteration 7F: 3 clusters Score -8479513 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -8482137.000000 Penalty: 5312.595703
	Iteration 8F: 3 clusters Score -8482137 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -8485030.000000 Penalty: 5312.595703
	Iteration 9F: 3 clusters Score -8485030 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -8487444.000000 Penalty: 5312.595703
	Iteration 10F: 3 clusters Score -8487444 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8488918.000000 Penalty: 5312.595703
	Iteration 11Q: 3 clusters Score -8488918 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8489673.000000 Penalty: 5312.595703
	Iteration 12Q: 3 clusters Score -8489673 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8489966.000000 Penalty: 5312.595703
	Iteration 13Q: 3 clusters Score -8489966 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8490120.000000 Penalty: 5312.595703
	Iteration 14Q: 3 clusters Score -8490120 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8490254.000000 Penalty: 5312.595703
	Iteration 15Q: 3 clusters Score -8490254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8490302.000000 Penalty: 5312.595703
	Iteration 16Q: 3 clusters Score -8490302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8490337.000000 Penalty: 5312.595703
	Iteration 17Q: 3 clusters Score -8490337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8490359.000000 Penalty: 5312.595703
	Iteration 18Q: 3 clusters Score -8490359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8490365.000000 Penalty: 5312.595703
	Iteration 19Q: 3 clusters Score -8490365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8490378.000000 Penalty: 5312.595703
	Iteration 20F: 3 clusters Score -8490378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8490386.000000 Penalty: 5312.595703
	Iteration 21Q: 3 clusters Score -8490386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8490398.000000 Penalty: 5312.595703
	Iteration 22Q: 3 clusters Score -8490398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8490404.000000 Penalty: 5312.595703
	Iteration 23Q: 3 clusters Score -8490404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8490410.000000 Penalty: 5312.595703
	Iteration 24Q: 3 clusters Score -8490410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8490415.000000 Penalty: 5312.595703
	Iteration 25Q: 3 clusters Score -8490415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8490421.000000 Penalty: 5312.595703
	Iteration 26Q: 3 clusters Score -8490421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8490422.000000 Penalty: 5312.595703
	Iteration 27Q: 3 clusters Score -8490422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8490430.000000 Penalty: 5312.595703
	Iteration 28Q: 3 clusters Score -8490430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8490421.000000 Penalty: 5312.595703
	Iteration 29Q: 3 clusters Score -8490421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8490426.000000 Penalty: 5312.595703
	Iteration 30Q: 3 clusters Score -8490426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8490422.000000 Penalty: 5312.595703
	Iteration 31Q: 3 clusters Score -8490422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8490425.000000 Penalty: 5312.595703
	Iteration 32Q: 3 clusters Score -8490425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8490426.000000 Penalty: 5312.595703
	Iteration 33Q: 3 clusters Score -8490426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8490428.000000 Penalty: 5312.595703
	Iteration 34Q: 3 clusters Score -8490428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8490430.000000 Penalty: 5312.595703
	Iteration 35Q: 3 clusters Score -8490430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8490430.000000 Penalty: 5312.595703
	Iteration 36F: 3 clusters Score -8490430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -119027.734375 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -119027.7 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 372 members 
Entering Unmasked Estep 
Score: -117382.085938 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -117382.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117712.296875 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -117712.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -117939.351562 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -117939.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -118112.781250 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -118112.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -118278.453125 Penalty: 3273.535889
	Iteration 4F: 3 clusters Score -118278.5 nChanged 43
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: -118438.210938 Penalty: 3273.535889
	Iteration 5F: 3 clusters Score -118438.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118573.281250 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -118573.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118719.796875 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -118719.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118856.296875 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -118856.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118936.312500 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -118936.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -118954.507812 Penalty: 3273.535889
	Iteration 10Q: 3 clusters Score -118954.5 nChanged 4
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: -118961.421875 Penalty: 3273.535889
	Iteration 11Q: 3 clusters Score -118961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -118967.562500 Penalty: 3273.535889
	Iteration 12Q: 3 clusters Score -118967.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118971.960938 Penalty: 3273.535889
	Iteration 13Q: 3 clusters Score -118972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -118972.726562 Penalty: 3273.535889
	Iteration 14Q: 3 clusters Score -118972.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118973.968750 Penalty: 3273.535889
	Iteration 15Q: 3 clusters Score -118974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118973.968750 Penalty: 3273.535889
	Iteration 16F: 3 clusters Score -118974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (21379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Entering Unmasked Estep 
Score: -4188861.750000 Penalty: 2472.600830
	Iteration 0F: 2 clusters Score -4188862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -4174050.250000 Penalty: 4945.201660
	Iteration 0F: 3 clusters Score -4174050 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -4179220.750000 Penalty: 4945.201660
	Iteration 1F: 3 clusters Score -4179221 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -4179555.500000 Penalty: 4945.201660
	Iteration 2F: 3 clusters Score -4179556 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -4179809.500000 Penalty: 4945.201660
	Iteration 3Q: 3 clusters Score -4179810 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -4180050.250000 Penalty: 4945.201660
	Iteration 4Q: 3 clusters Score -4180050 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -4180244.750000 Penalty: 4945.201660
	Iteration 5Q: 3 clusters Score -4180245 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -4180440.250000 Penalty: 4945.201660
	Iteration 6Q: 3 clusters Score -4180440 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -4180663.250000 Penalty: 4945.201660
	Iteration 7Q: 3 clusters Score -4180663 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -4180970.500000 Penalty: 4945.201660
	Iteration 8Q: 3 clusters Score -4180970 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4181401.750000 Penalty: 4945.201660
	Iteration 9Q: 3 clusters Score -4181402 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4181967.500000 Penalty: 4945.201660
	Iteration 10Q: 3 clusters Score -4181968 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -4182710.500000 Penalty: 4945.201660
	Iteration 11F: 3 clusters Score -4182710 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -4183541.000000 Penalty: 4945.201660
	Iteration 12F: 3 clusters Score -4183541 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -4184408.750000 Penalty: 4945.201660
	Iteration 13F: 3 clusters Score -4184409 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -4185073.500000 Penalty: 4945.201660
	Iteration 14Q: 3 clusters Score -4185074 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -4185601.000000 Penalty: 4945.201660
	Iteration 15Q: 3 clusters Score -4185601 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -4185941.250000 Penalty: 4945.201660
	Iteration 16Q: 3 clusters Score -4185941 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4186199.750000 Penalty: 4945.201660
	Iteration 17Q: 3 clusters Score -4186200 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -4186412.500000 Penalty: 4945.201660
	Iteration 18Q: 3 clusters Score -4186412 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -4186558.500000 Penalty: 4945.201660
	Iteration 19Q: 3 clusters Score -4186558 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -4186674.000000 Penalty: 4945.201660
	Iteration 20F: 3 clusters Score -4186674 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4186752.250000 Penalty: 4945.201660
	Iteration 21Q: 3 clusters Score -4186752 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4186839.000000 Penalty: 4945.201660
	Iteration 22Q: 3 clusters Score -4186839 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -4186896.000000 Penalty: 4945.201660
	Iteration 23Q: 3 clusters Score -4186896 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -4186932.750000 Penalty: 4945.201660
	Iteration 24Q: 3 clusters Score -4186933 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4186974.250000 Penalty: 4945.201660
	Iteration 25Q: 3 clusters Score -4186974 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -4187013.500000 Penalty: 4945.201660
	Iteration 26Q: 3 clusters Score -4187014 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -4187040.250000 Penalty: 4945.201660
	Iteration 27Q: 3 clusters Score -4187040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -4187077.000000 Penalty: 4945.201660
	Iteration 28Q: 3 clusters Score -4187077 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4187090.000000 Penalty: 4945.201660
	Iteration 29Q: 3 clusters Score -4187090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -4187094.250000 Penalty: 4945.201660
	Iteration 30Q: 3 clusters Score -4187094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -4187107.250000 Penalty: 4945.201660
	Iteration 31Q: 3 clusters Score -4187107 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4187118.500000 Penalty: 4945.201660
	Iteration 32Q: 3 clusters Score -4187118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -4187120.750000 Penalty: 4945.201660
	Iteration 33Q: 3 clusters Score -4187121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4187126.750000 Penalty: 4945.201660
	Iteration 34Q: 3 clusters Score -4187127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4187126.750000 Penalty: 4945.201660
	Iteration 35Q: 3 clusters Score -4187127 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -4187129.250000 Penalty: 4945.201660
	Iteration 36Q: 3 clusters Score -4187129 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -4187133.000000 Penalty: 4945.201660
	Iteration 37Q: 3 clusters Score -4187133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -4187132.000000 Penalty: 4945.201660
	Iteration 38Q: 3 clusters Score -4187132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -4187143.500000 Penalty: 4945.201660
	Iteration 39Q: 3 clusters Score -4187144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -4187153.250000 Penalty: 4945.201660
	Iteration 40F: 3 clusters Score -4187153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4187171.250000 Penalty: 4945.201660
	Iteration 41Q: 3 clusters Score -4187171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -4187179.750000 Penalty: 4945.201660
	Iteration 42Q: 3 clusters Score -4187180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4187184.500000 Penalty: 4945.201660
	Iteration 43Q: 3 clusters Score -4187184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -4187179.750000 Penalty: 4945.201660
	Iteration 44Q: 3 clusters Score -4187180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -4187186.500000 Penalty: 4945.201660
	Iteration 45Q: 3 clusters Score -4187186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4187183.000000 Penalty: 4945.201660
	Iteration 46Q: 3 clusters Score -4187183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4187188.750000 Penalty: 4945.201660
	Iteration 47Q: 3 clusters Score -4187189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -4187195.250000 Penalty: 4945.201660
	Iteration 48Q: 3 clusters Score -4187195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -4187207.250000 Penalty: 4945.201660
	Iteration 49Q: 3 clusters Score -4187207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -4187214.500000 Penalty: 4945.201660
	Iteration 50Q: 3 clusters Score -4187214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -4187214.500000 Penalty: 4945.201660
	Iteration 51Q: 3 clusters Score -4187214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4187211.250000 Penalty: 4945.201660
	Iteration 52Q: 3 clusters Score -4187211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -4187228.500000 Penalty: 4945.201660
	Iteration 53Q: 3 clusters Score -4187228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -4187236.000000 Penalty: 4945.201660
	Iteration 54Q: 3 clusters Score -4187236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -4187244.750000 Penalty: 4945.201660
	Iteration 55Q: 3 clusters Score -4187245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -4187241.000000 Penalty: 4945.201660
	Iteration 56Q: 3 clusters Score -4187241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -4187240.500000 Penalty: 4945.201660
	Iteration 57Q: 3 clusters Score -4187240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4187247.000000 Penalty: 4945.201660
	Iteration 58Q: 3 clusters Score -4187247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4187243.000000 Penalty: 4945.201660
	Iteration 59Q: 3 clusters Score -4187243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -4187244.750000 Penalty: 4945.201660
	Iteration 60F: 3 clusters Score -4187245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -4187240.750000 Penalty: 4945.201660
	Iteration 61Q: 3 clusters Score -4187241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -4187243.750000 Penalty: 4945.201660
	Iteration 62Q: 3 clusters Score -4187244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -4187245.000000 Penalty: 4945.201660
	Iteration 63Q: 3 clusters Score -4187245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4187248.000000 Penalty: 4945.201660
	Iteration 64Q: 3 clusters Score -4187248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -4187245.750000 Penalty: 4945.201660
	Iteration 65Q: 3 clusters Score -4187246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -4187247.000000 Penalty: 4945.201660
	Iteration 66Q: 3 clusters Score -4187247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4187242.750000 Penalty: 4945.201660
	Iteration 67Q: 3 clusters Score -4187243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4187240.250000 Penalty: 4945.201660
	Iteration 68Q: 3 clusters Score -4187240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4187243.250000 Penalty: 4945.201660
	Iteration 69Q: 3 clusters Score -4187243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4187243.500000 Penalty: 4945.201660
	Iteration 70Q: 3 clusters Score -4187244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4187243.500000 Penalty: 4945.201660
	Iteration 71F: 3 clusters Score -4187244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -55320.167969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -55320.17 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 213 members 
Entering Unmasked Estep 
Score: -54043.109375 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -54043.11 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54388.949219 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -54388.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54517.332031 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -54517.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -54591.269531 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -54591.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -54639.398438 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -54639.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -54666.683594 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -54666.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -54689.085938 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -54689.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -54700.648438 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -54700.65 nChanged 5
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: -54744.113281 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -54744.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -54748.996094 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -54749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -54751.277344 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -54751.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -54751.277344 Penalty: 2991.219971
	Iteration 11F: 3 clusters Score -54751.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -91215.054688 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -91215.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -89754.296875 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -89754.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90021.929688 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -90021.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -90134.101562 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -90134.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -90244.523438 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -90244.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -90383.960938 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -90383.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -90458.273438 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -90458.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90515.085938 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -90515.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90574.226562 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -90574.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90620.312500 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -90620.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90686.500000 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -90686.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90714.867188 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -90714.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90744.523438 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -90744.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90768.664062 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -90768.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90806.062500 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -90806.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90852.140625 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -90852.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -90905.679688 Penalty: 3107.589355
	Iteration 15Q: 3 clusters Score -90905.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90952.523438 Penalty: 3107.589355
	Iteration 16Q: 3 clusters Score -90952.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90963.867188 Penalty: 3107.589355
	Iteration 17Q: 3 clusters Score -90963.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90980.710938 Penalty: 3107.589355
	Iteration 18Q: 3 clusters Score -90980.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -90987.523438 Penalty: 3107.589355
	Iteration 19Q: 3 clusters Score -90987.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -90998.445312 Penalty: 3107.589355
	Iteration 20F: 3 clusters Score -90998.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91025.882812 Penalty: 3107.589355
	Iteration 21Q: 3 clusters Score -91025.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91130.210938 Penalty: 3107.589355
	Iteration 22Q: 3 clusters Score -91130.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91136.812500 Penalty: 3107.589355
	Iteration 23Q: 3 clusters Score -91136.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91136.812500 Penalty: 3107.589355
	Iteration 24F: 3 clusters Score -91136.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Entering Unmasked Estep 
Score: -3709408.250000 Penalty: 2419.093018
	Iteration 0F: 2 clusters Score -3709408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3698730.000000 Penalty: 4838.186035
	Iteration 0F: 3 clusters Score -3698730 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3702550.250000 Penalty: 4838.186035
	Iteration 1F: 3 clusters Score -3702550 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3702870.000000 Penalty: 4838.186035
	Iteration 2F: 3 clusters Score -3702870 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -3703108.000000 Penalty: 4838.186035
	Iteration 3Q: 3 clusters Score -3703108 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3703300.500000 Penalty: 4838.186035
	Iteration 4Q: 3 clusters Score -3703300 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3703470.000000 Penalty: 4838.186035
	Iteration 5Q: 3 clusters Score -3703470 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -3703602.000000 Penalty: 4838.186035
	Iteration 6Q: 3 clusters Score -3703602 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3703710.500000 Penalty: 4838.186035
	Iteration 7Q: 3 clusters Score -3703710 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3703816.000000 Penalty: 4838.186035
	Iteration 8Q: 3 clusters Score -3703816 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3703923.250000 Penalty: 4838.186035
	Iteration 9Q: 3 clusters Score -3703923 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3704035.750000 Penalty: 4838.186035
	Iteration 10Q: 3 clusters Score -3704036 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3704141.500000 Penalty: 4838.186035
	Iteration 11Q: 3 clusters Score -3704142 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3704230.750000 Penalty: 4838.186035
	Iteration 12Q: 3 clusters Score -3704231 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3704330.250000 Penalty: 4838.186035
	Iteration 13Q: 3 clusters Score -3704330 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3704449.500000 Penalty: 4838.186035
	Iteration 14Q: 3 clusters Score -3704450 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3704565.750000 Penalty: 4838.186035
	Iteration 15Q: 3 clusters Score -3704566 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3704682.500000 Penalty: 4838.186035
	Iteration 16Q: 3 clusters Score -3704682 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3704774.250000 Penalty: 4838.186035
	Iteration 17Q: 3 clusters Score -3704774 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3704881.500000 Penalty: 4838.186035
	Iteration 18Q: 3 clusters Score -3704882 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -3705011.250000 Penalty: 4838.186035
	Iteration 19Q: 3 clusters Score -3705011 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -3705141.250000 Penalty: 4838.186035
	Iteration 20F: 3 clusters Score -3705141 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3705257.250000 Penalty: 4838.186035
	Iteration 21Q: 3 clusters Score -3705257 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -3705378.750000 Penalty: 4838.186035
	Iteration 22Q: 3 clusters Score -3705379 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3705519.000000 Penalty: 4838.186035
	Iteration 23Q: 3 clusters Score -3705519 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3705592.250000 Penalty: 4838.186035
	Iteration 24Q: 3 clusters Score -3705592 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3705759.750000 Penalty: 4838.186035
	Iteration 25Q: 3 clusters Score -3705760 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3705997.250000 Penalty: 4838.186035
	Iteration 26Q: 3 clusters Score -3705997 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3706203.000000 Penalty: 4838.186035
	Iteration 27Q: 3 clusters Score -3706203 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3706389.000000 Penalty: 4838.186035
	Iteration 28Q: 3 clusters Score -3706389 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3706578.000000 Penalty: 4838.186035
	Iteration 29Q: 3 clusters Score -3706578 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3706721.750000 Penalty: 4838.186035
	Iteration 30Q: 3 clusters Score -3706722 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3706854.750000 Penalty: 4838.186035
	Iteration 31Q: 3 clusters Score -3706855 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3706962.500000 Penalty: 4838.186035
	Iteration 32Q: 3 clusters Score -3706962 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3707044.500000 Penalty: 4838.186035
	Iteration 33Q: 3 clusters Score -3707044 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3707119.750000 Penalty: 4838.186035
	Iteration 34Q: 3 clusters Score -3707120 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3707184.250000 Penalty: 4838.186035
	Iteration 35Q: 3 clusters Score -3707184 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3707240.500000 Penalty: 4838.186035
	Iteration 36Q: 3 clusters Score -3707240 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3707303.750000 Penalty: 4838.186035
	Iteration 37Q: 3 clusters Score -3707304 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3707338.500000 Penalty: 4838.186035
	Iteration 38Q: 3 clusters Score -3707338 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3707368.250000 Penalty: 4838.186035
	Iteration 39Q: 3 clusters Score -3707368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3707393.750000 Penalty: 4838.186035
	Iteration 40F: 3 clusters Score -3707394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3707416.750000 Penalty: 4838.186035
	Iteration 41Q: 3 clusters Score -3707417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3707435.000000 Penalty: 4838.186035
	Iteration 42Q: 3 clusters Score -3707435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3707459.500000 Penalty: 4838.186035
	Iteration 43Q: 3 clusters Score -3707460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3707479.250000 Penalty: 4838.186035
	Iteration 44Q: 3 clusters Score -3707479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3707492.000000 Penalty: 4838.186035
	Iteration 45Q: 3 clusters Score -3707492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3707495.750000 Penalty: 4838.186035
	Iteration 46Q: 3 clusters Score -3707496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3707509.750000 Penalty: 4838.186035
	Iteration 47Q: 3 clusters Score -3707510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3707515.750000 Penalty: 4838.186035
	Iteration 48Q: 3 clusters Score -3707516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3707516.250000 Penalty: 4838.186035
	Iteration 49Q: 3 clusters Score -3707516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3707519.750000 Penalty: 4838.186035
	Iteration 50Q: 3 clusters Score -3707520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3707524.000000 Penalty: 4838.186035
	Iteration 51Q: 3 clusters Score -3707524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3707528.250000 Penalty: 4838.186035
	Iteration 52Q: 3 clusters Score -3707528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3707524.750000 Penalty: 4838.186035
	Iteration 53Q: 3 clusters Score -3707525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3707529.500000 Penalty: 4838.186035
	Iteration 54Q: 3 clusters Score -3707530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3707529.000000 Penalty: 4838.186035
	Iteration 55Q: 3 clusters Score -3707529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3707527.750000 Penalty: 4838.186035
	Iteration 56Q: 3 clusters Score -3707528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3707525.250000 Penalty: 4838.186035
	Iteration 57Q: 3 clusters Score -3707525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3707524.500000 Penalty: 4838.186035
	Iteration 58Q: 3 clusters Score -3707524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3707527.000000 Penalty: 4838.186035
	Iteration 59Q: 3 clusters Score -3707527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3707531.500000 Penalty: 4838.186035
	Iteration 60F: 3 clusters Score -3707532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3707534.000000 Penalty: 4838.186035
	Iteration 61Q: 3 clusters Score -3707534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3707535.750000 Penalty: 4838.186035
	Iteration 62Q: 3 clusters Score -3707536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3707533.000000 Penalty: 4838.186035
	Iteration 63Q: 3 clusters Score -3707533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3707534.000000 Penalty: 4838.186035
	Iteration 64Q: 3 clusters Score -3707534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3707534.000000 Penalty: 4838.186035
	Iteration 65F: 3 clusters Score -3707534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -144024.968750 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -144025 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 420 members 
Entering Unmasked Estep 
Score: -142248.046875 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -142248 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -142550.281250 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -142550.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -142727.328125 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -142727.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -142848.093750 Penalty: 3311.208252
	Iteration 3F: 3 clusters Score -142848.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -142964.515625 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -142964.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -143080.609375 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -143080.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -143129.375000 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -143129.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -143147.640625 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -143147.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -143156.890625 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -143156.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -143170.515625 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -143170.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -143187.375000 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -143187.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -143202.984375 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -143203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -143220.015625 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -143220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -143230.703125 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -143230.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -143247.203125 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -143247.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -143260.234375 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -143260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -143270.437500 Penalty: 3311.208252
	Iteration 16Q: 3 clusters Score -143270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -143278.968750 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -143279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -143283.906250 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -143283.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -143283.906250 Penalty: 3311.208252
	Iteration 19F: 3 clusters Score -143283.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -113572.640625 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -113572.6 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 338 members 
Entering Unmasked Estep 
Score: -111942.859375 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -111942.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -112325.640625 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -112325.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -112580.398438 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -112580.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -112709.554688 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -112709.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -112802.960938 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -112803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -112896.742188 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -112896.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -112934.257812 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -112934.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -112984.960938 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -112985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -113001.101562 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -113001.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -113015.609375 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -113015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -113042.500000 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -113042.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -113084.281250 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -113084.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -113085.835938 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -113085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -113090.000000 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -113090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -113090.000000 Penalty: 3261.237549
	Iteration 14F: 3 clusters Score -113090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Entering Unmasked Estep 
Score: -5470256.500000 Penalty: 2538.151367
	Iteration 0F: 2 clusters Score -5470256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -5453419.500000 Penalty: 5076.302734
	Iteration 0F: 3 clusters Score -5453420 nChanged 12387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -5460236.500000 Penalty: 5076.302734
	Iteration 1F: 3 clusters Score -5460236 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -5460847.000000 Penalty: 5076.302734
	Iteration 2F: 3 clusters Score -5460847 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -5461515.000000 Penalty: 5076.302734
	Iteration 3F: 3 clusters Score -5461515 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -5462397.000000 Penalty: 5076.302734
	Iteration 4F: 3 clusters Score -5462397 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -5463528.000000 Penalty: 5076.302734
	Iteration 5F: 3 clusters Score -5463528 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -5464658.500000 Penalty: 5076.302734
	Iteration 6F: 3 clusters Score -5464658 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -5465721.000000 Penalty: 5076.302734
	Iteration 7F: 3 clusters Score -5465721 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5466630.000000 Penalty: 5076.302734
	Iteration 8F: 3 clusters Score -5466630 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5467416.500000 Penalty: 5076.302734
	Iteration 9Q: 3 clusters Score -5467416 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5467757.000000 Penalty: 5076.302734
	Iteration 10Q: 3 clusters Score -5467757 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5467918.000000 Penalty: 5076.302734
	Iteration 11Q: 3 clusters Score -5467918 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5467983.000000 Penalty: 5076.302734
	Iteration 12Q: 3 clusters Score -5467983 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5468058.500000 Penalty: 5076.302734
	Iteration 13Q: 3 clusters Score -5468058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5468126.500000 Penalty: 5076.302734
	Iteration 14Q: 3 clusters Score -5468126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5468154.000000 Penalty: 5076.302734
	Iteration 15Q: 3 clusters Score -5468154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5468170.000000 Penalty: 5076.302734
	Iteration 16Q: 3 clusters Score -5468170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5468171.000000 Penalty: 5076.302734
	Iteration 17Q: 3 clusters Score -5468171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5468181.500000 Penalty: 5076.302734
	Iteration 18Q: 3 clusters Score -5468182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5468184.000000 Penalty: 5076.302734
	Iteration 19Q: 3 clusters Score -5468184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5468188.500000 Penalty: 5076.302734
	Iteration 20F: 3 clusters Score -5468188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5468186.000000 Penalty: 5076.302734
	Iteration 21Q: 3 clusters Score -5468186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5468184.000000 Penalty: 5076.302734
	Iteration 22Q: 3 clusters Score -5468184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5468187.500000 Penalty: 5076.302734
	Iteration 23Q: 3 clusters Score -5468188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5468188.000000 Penalty: 5076.302734
	Iteration 24Q: 3 clusters Score -5468188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5468195.000000 Penalty: 5076.302734
	Iteration 25Q: 3 clusters Score -5468195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5468197.500000 Penalty: 5076.302734
	Iteration 26Q: 3 clusters Score -5468198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5468200.000000 Penalty: 5076.302734
	Iteration 27Q: 3 clusters Score -5468200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5468200.500000 Penalty: 5076.302734
	Iteration 28Q: 3 clusters Score -5468200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5468200.500000 Penalty: 5076.302734
	Iteration 29F: 3 clusters Score -5468200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -92460.898438 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -92460.9 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 296 members 
Entering Unmasked Estep 
Score: -91041.070312 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -91041.07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91363.218750 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -91363.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91448.156250 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -91448.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91500.437500 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -91500.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -91527.218750 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -91527.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -91533.632812 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -91533.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -91541.789062 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -91541.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -91547.851562 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -91547.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -91552.585938 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -91552.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -91562.187500 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -91562.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -91567.054688 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -91567.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -91572.054688 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -91572.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -91575.843750 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -91575.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -91578.203125 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -91578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -91585.703125 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -91585.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -91604.359375 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -91604.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -91629.007812 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -91629.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -91635.953125 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -91635.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -91648.781250 Penalty: 3153.489746
	Iteration 18Q: 3 clusters Score -91648.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -91656.804688 Penalty: 3153.489746
	Iteration 19Q: 3 clusters Score -91656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -91659.304688 Penalty: 3153.489746
	Iteration 20F: 3 clusters Score -91659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -91660.851562 Penalty: 3153.489746
	Iteration 21Q: 3 clusters Score -91660.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -91661.796875 Penalty: 3153.489746
	Iteration 22Q: 3 clusters Score -91661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -91664.343750 Penalty: 3153.489746
	Iteration 23Q: 3 clusters Score -91664.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -91666.867188 Penalty: 3153.489746
	Iteration 24Q: 3 clusters Score -91666.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -91677.164062 Penalty: 3153.489746
	Iteration 25Q: 3 clusters Score -91677.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -91688.078125 Penalty: 3153.489746
	Iteration 26Q: 3 clusters Score -91688.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -91695.140625 Penalty: 3153.489746
	Iteration 27Q: 3 clusters Score -91695.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -91699.117188 Penalty: 3153.489746
	Iteration 28Q: 3 clusters Score -91699.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -91708.421875 Penalty: 3153.489746
	Iteration 29Q: 3 clusters Score -91708.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -91724.023438 Penalty: 3153.489746
	Iteration 30Q: 3 clusters Score -91724.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -91749.390625 Penalty: 3153.489746
	Iteration 31Q: 3 clusters Score -91749.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -91774.632812 Penalty: 3153.489746
	Iteration 32Q: 3 clusters Score -91774.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -91785.992188 Penalty: 3153.489746
	Iteration 33Q: 3 clusters Score -91785.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -91790.835938 Penalty: 3153.489746
	Iteration 34Q: 3 clusters Score -91790.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -91796.312500 Penalty: 3153.489746
	Iteration 35Q: 3 clusters Score -91796.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -91796.312500 Penalty: 3153.489746
	Iteration 36F: 3 clusters Score -91796.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Entering Unmasked Estep 
Score: -3681506.750000 Penalty: 2417.403320
	Iteration 0F: 2 clusters Score -3681507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -3670752.250000 Penalty: 4834.806641
	Iteration 0F: 3 clusters Score -3670752 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3674668.750000 Penalty: 4834.806641
	Iteration 1F: 3 clusters Score -3674669 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3674993.500000 Penalty: 4834.806641
	Iteration 2F: 3 clusters Score -3674994 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3675240.000000 Penalty: 4834.806641
	Iteration 3Q: 3 clusters Score -3675240 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3675429.250000 Penalty: 4834.806641
	Iteration 4Q: 3 clusters Score -3675429 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3675624.500000 Penalty: 4834.806641
	Iteration 5Q: 3 clusters Score -3675624 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3675792.500000 Penalty: 4834.806641
	Iteration 6Q: 3 clusters Score -3675792 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3675954.750000 Penalty: 4834.806641
	Iteration 7Q: 3 clusters Score -3675955 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3676143.750000 Penalty: 4834.806641
	Iteration 8Q: 3 clusters Score -3676144 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3676313.750000 Penalty: 4834.806641
	Iteration 9Q: 3 clusters Score -3676314 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -3676461.000000 Penalty: 4834.806641
	Iteration 10Q: 3 clusters Score -3676461 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3676777.750000 Penalty: 4834.806641
	Iteration 11Q: 3 clusters Score -3676778 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3677276.750000 Penalty: 4834.806641
	Iteration 12Q: 3 clusters Score -3677277 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3677772.500000 Penalty: 4834.806641
	Iteration 13F: 3 clusters Score -3677772 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3678206.500000 Penalty: 4834.806641
	Iteration 14Q: 3 clusters Score -3678206 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3678548.500000 Penalty: 4834.806641
	Iteration 15Q: 3 clusters Score -3678548 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3678807.500000 Penalty: 4834.806641
	Iteration 16Q: 3 clusters Score -3678808 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3679004.500000 Penalty: 4834.806641
	Iteration 17Q: 3 clusters Score -3679004 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3679122.250000 Penalty: 4834.806641
	Iteration 18Q: 3 clusters Score -3679122 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3679212.500000 Penalty: 4834.806641
	Iteration 19Q: 3 clusters Score -3679212 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3679281.500000 Penalty: 4834.806641
	Iteration 20F: 3 clusters Score -3679282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3679322.250000 Penalty: 4834.806641
	Iteration 21Q: 3 clusters Score -3679322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3679373.250000 Penalty: 4834.806641
	Iteration 22Q: 3 clusters Score -3679373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3679404.500000 Penalty: 4834.806641
	Iteration 23Q: 3 clusters Score -3679404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3679441.500000 Penalty: 4834.806641
	Iteration 24Q: 3 clusters Score -3679442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3679454.250000 Penalty: 4834.806641
	Iteration 25Q: 3 clusters Score -3679454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3679468.500000 Penalty: 4834.806641
	Iteration 26Q: 3 clusters Score -3679468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3679472.500000 Penalty: 4834.806641
	Iteration 27Q: 3 clusters Score -3679472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3679479.500000 Penalty: 4834.806641
	Iteration 28Q: 3 clusters Score -3679480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3679488.500000 Penalty: 4834.806641
	Iteration 29Q: 3 clusters Score -3679488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3679499.250000 Penalty: 4834.806641
	Iteration 30Q: 3 clusters Score -3679499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3679505.000000 Penalty: 4834.806641
	Iteration 31Q: 3 clusters Score -3679505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3679504.000000 Penalty: 4834.806641
	Iteration 32Q: 3 clusters Score -3679504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3679505.250000 Penalty: 4834.806641
	Iteration 33Q: 3 clusters Score -3679505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3679502.250000 Penalty: 4834.806641
	Iteration 34Q: 3 clusters Score -3679502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3679507.000000 Penalty: 4834.806641
	Iteration 35Q: 3 clusters Score -3679507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3679504.000000 Penalty: 4834.806641
	Iteration 36Q: 3 clusters Score -3679504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3679504.250000 Penalty: 4834.806641
	Iteration 37Q: 3 clusters Score -3679504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3679510.000000 Penalty: 4834.806641
	Iteration 38Q: 3 clusters Score -3679510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3679508.750000 Penalty: 4834.806641
	Iteration 39Q: 3 clusters Score -3679509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3679508.750000 Penalty: 4834.806641
	Iteration 40F: 3 clusters Score -3679509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -266110.093750 Penalty: 1800.957886
	Iteration 0F: 2 clusters Score -266110.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -263941.250000 Penalty: 3601.915771
	Iteration 0F: 3 clusters Score -263941.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -264497.062500 Penalty: 3601.915771
	Iteration 1F: 3 clusters Score -264497.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -264771.000000 Penalty: 3601.915771
	Iteration 2F: 3 clusters Score -264771 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -264946.281250 Penalty: 3601.915771
	Iteration 3F: 3 clusters Score -264946.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -265047.750000 Penalty: 3601.915771
	Iteration 4F: 3 clusters Score -265047.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -265118.062500 Penalty: 3601.915771
	Iteration 5Q: 3 clusters Score -265118.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -265178.593750 Penalty: 3601.915771
	Iteration 6Q: 3 clusters Score -265178.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -265211.281250 Penalty: 3601.915771
	Iteration 7Q: 3 clusters Score -265211.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -265228.062500 Penalty: 3601.915771
	Iteration 8Q: 3 clusters Score -265228.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -265238.250000 Penalty: 3601.915771
	Iteration 9Q: 3 clusters Score -265238.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -265245.562500 Penalty: 3601.915771
	Iteration 10Q: 3 clusters Score -265245.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -265247.125000 Penalty: 3601.915771
	Iteration 11Q: 3 clusters Score -265247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -265248.156250 Penalty: 3601.915771
	Iteration 12Q: 3 clusters Score -265248.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -265248.156250 Penalty: 3601.915771
	Iteration 13F: 3 clusters Score -265248.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -36288.687500 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -36288.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35226.109375 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -35226.11 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35473.273438 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -35473.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35683.339844 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -35683.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35810.601562 Penalty: 2824.091309
	Iteration 3F: 3 clusters Score -35810.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35910.148438 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -35910.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35999.292969 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -35999.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36063.101562 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -36063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36082.378906 Penalty: 2824.091309
	Iteration 7Q: 3 clusters Score -36082.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36109.121094 Penalty: 2824.091309
	Iteration 8Q: 3 clusters Score -36109.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36112.710938 Penalty: 2824.091309
	Iteration 9Q: 3 clusters Score -36112.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36112.710938 Penalty: 2824.091309
	Iteration 10F: 3 clusters Score -36112.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -413058.437500 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -413058.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -410257.500000 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -410257.5 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -411014.562500 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -411014.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -411284.250000 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -411284.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -411546.562500 Penalty: 3846.435547
	Iteration 3F: 3 clusters Score -411546.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -411898.281250 Penalty: 3846.435547
	Iteration 4F: 3 clusters Score -411898.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -412303.781250 Penalty: 3846.435547
	Iteration 5F: 3 clusters Score -412303.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -412657.750000 Penalty: 3846.435547
	Iteration 6F: 3 clusters Score -412657.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -412903.125000 Penalty: 3846.435547
	Iteration 7F: 3 clusters Score -412903.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -413065.187500 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -413065.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -413127.937500 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -413127.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -413172.937500 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -413172.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -413190.968750 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -413191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -413204.906250 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -413204.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -413211.312500 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -413211.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -413212.781250 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -413212.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -413213.812500 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -413213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -413215.468750 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -413215.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -413215.468750 Penalty: 3846.435547
	Iteration 17F: 3 clusters Score -413215.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 15038 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 29808 members 
Mstep: Class 6 contains 27893 members 
Mstep: Class 7 contains 4683 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14418 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 14 contains 13942 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 33133 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26241 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 22348 members 
Mstep: Class 30 contains 44841 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21379 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17230 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27847 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17113 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 1428 members 
Mstep: Class 44 contains 27269 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8697 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26804 members 
Mstep: Class 52 contains 737 members 
Mstep: Class 53 contains 905 members 
Entering Unmasked Estep 
Score: -84201800.000000 Penalty: 170644.796875
Splitting cluster 43 changes total score from -84202896.000000 to -84201800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (27269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Entering Unmasked Estep 
Score: -5353208.500000 Penalty: 2532.949463
	Iteration 0F: 2 clusters Score -5353208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -5336198.500000 Penalty: 5065.898926
	Iteration 0F: 3 clusters Score -5336198 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -5342569.500000 Penalty: 5065.898926
	Iteration 1F: 3 clusters Score -5342570 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -5342994.000000 Penalty: 5065.898926
	Iteration 2Q: 3 clusters Score -5342994 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -5343392.000000 Penalty: 5065.898926
	Iteration 3Q: 3 clusters Score -5343392 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -5343806.000000 Penalty: 5065.898926
	Iteration 4Q: 3 clusters Score -5343806 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -5344327.500000 Penalty: 5065.898926
	Iteration 5Q: 3 clusters Score -5344328 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -5344966.000000 Penalty: 5065.898926
	Iteration 6Q: 3 clusters Score -5344966 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -5345767.500000 Penalty: 5065.898926
	Iteration 7F: 3 clusters Score -5345768 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -5346843.500000 Penalty: 5065.898926
	Iteration 8F: 3 clusters Score -5346844 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -5348118.500000 Penalty: 5065.898926
	Iteration 9F: 3 clusters Score -5348118 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -5349231.000000 Penalty: 5065.898926
	Iteration 10F: 3 clusters Score -5349231 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -5350028.500000 Penalty: 5065.898926
	Iteration 11Q: 3 clusters Score -5350028 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -5350596.500000 Penalty: 5065.898926
	Iteration 12Q: 3 clusters Score -5350596 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -5350964.000000 Penalty: 5065.898926
	Iteration 13Q: 3 clusters Score -5350964 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -5351186.000000 Penalty: 5065.898926
	Iteration 14Q: 3 clusters Score -5351186 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -5351386.500000 Penalty: 5065.898926
	Iteration 15Q: 3 clusters Score -5351386 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -5351548.500000 Penalty: 5065.898926
	Iteration 16Q: 3 clusters Score -5351548 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -5351611.000000 Penalty: 5065.898926
	Iteration 17Q: 3 clusters Score -5351611 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -5351664.000000 Penalty: 5065.898926
	Iteration 18Q: 3 clusters Score -5351664 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -5351698.000000 Penalty: 5065.898926
	Iteration 19Q: 3 clusters Score -5351698 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -5351696.500000 Penalty: 5065.898926
	Iteration 20F: 3 clusters Score -5351696 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -5351715.500000 Penalty: 5065.898926
	Iteration 21Q: 3 clusters Score -5351716 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -5351687.500000 Penalty: 5065.898926
	Iteration 22Q: 3 clusters Score -5351688 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -5351635.000000 Penalty: 5065.898926
	Iteration 23Q: 3 clusters Score -5351635 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -5351646.500000 Penalty: 5065.898926
	Iteration 24Q: 3 clusters Score -5351646 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -5351612.000000 Penalty: 5065.898926
	Iteration 25Q: 3 clusters Score -5351612 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -5351596.500000 Penalty: 5065.898926
	Iteration 26Q: 3 clusters Score -5351596 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -5351612.500000 Penalty: 5065.898926
	Iteration 27Q: 3 clusters Score -5351612 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -5351593.500000 Penalty: 5065.898926
	Iteration 28Q: 3 clusters Score -5351594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -5351557.000000 Penalty: 5065.898926
	Iteration 29Q: 3 clusters Score -5351557 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -5351544.500000 Penalty: 5065.898926
	Iteration 30Q: 3 clusters Score -5351544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -5351524.500000 Penalty: 5065.898926
	Iteration 31Q: 3 clusters Score -5351524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -5351526.000000 Penalty: 5065.898926
	Iteration 32Q: 3 clusters Score -5351526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -5351530.000000 Penalty: 5065.898926
	Iteration 33Q: 3 clusters Score -5351530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -5351514.500000 Penalty: 5065.898926
	Iteration 34Q: 3 clusters Score -5351514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -5351518.000000 Penalty: 5065.898926
	Iteration 35Q: 3 clusters Score -5351518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -5351513.500000 Penalty: 5065.898926
	Iteration 36Q: 3 clusters Score -5351514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -5351508.500000 Penalty: 5065.898926
	Iteration 37Q: 3 clusters Score -5351508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -5351505.500000 Penalty: 5065.898926
	Iteration 38Q: 3 clusters Score -5351506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -5351504.500000 Penalty: 5065.898926
	Iteration 39Q: 3 clusters Score -5351504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -5351506.500000 Penalty: 5065.898926
	Iteration 40F: 3 clusters Score -5351506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -87668.281250 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -87668.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86209.687500 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -86209.69 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -86435.617188 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -86435.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -86509.523438 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -86509.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -86586.164062 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -86586.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -86636.656250 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -86636.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -86673.140625 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -86673.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -86700.914062 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -86700.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -86706.304688 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -86706.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -86716.742188 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -86716.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -86716.742188 Penalty: 3121.535889
	Iteration 9F: 3 clusters Score -86716.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -309085.625000 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -309085.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -306659.375000 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -306659.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -307146.843750 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -307146.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -307302.312500 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -307302.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -307427.750000 Penalty: 3692.637207
	Iteration 3F: 3 clusters Score -307427.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -307552.250000 Penalty: 3692.637207
	Iteration 4F: 3 clusters Score -307552.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -307634.437500 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -307634.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -307700.750000 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -307700.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -307763.843750 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -307763.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -307807.968750 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -307808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -307845.125000 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -307845.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -307882.687500 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -307882.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -307914.750000 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -307914.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -307941.812500 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -307941.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -307974.281250 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -307974.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -308010.375000 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -308010.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -308066.437500 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -308066.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -308097.156250 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -308097.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -308114.250000 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -308114.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -308122.093750 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -308122.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -308127.281250 Penalty: 3692.637207
	Iteration 19Q: 3 clusters Score -308127.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -308132.000000 Penalty: 3692.637207
	Iteration 20F: 3 clusters Score -308132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -308139.406250 Penalty: 3692.637207
	Iteration 21Q: 3 clusters Score -308139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -308141.593750 Penalty: 3692.637207
	Iteration 22Q: 3 clusters Score -308141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -308142.437500 Penalty: 3692.637207
	Iteration 23Q: 3 clusters Score -308142.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -308142.781250 Penalty: 3692.637207
	Iteration 24Q: 3 clusters Score -308142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -308144.156250 Penalty: 3692.637207
	Iteration 25Q: 3 clusters Score -308144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -308145.437500 Penalty: 3692.637207
	Iteration 26Q: 3 clusters Score -308145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -308145.906250 Penalty: 3692.637207
	Iteration 27Q: 3 clusters Score -308145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -308145.906250 Penalty: 3692.637207
	Iteration 28F: 3 clusters Score -308145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -53372.750000 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -53372.75 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 193 members 
Entering Unmasked Estep 
Score: -52084.515625 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -52084.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52298.937500 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -52298.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52347.777344 Penalty: 2934.436279
	Iteration 2Q: 3 clusters Score -52347.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52370.160156 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -52370.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52378.496094 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -52378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52386.890625 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -52386.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52391.789062 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -52391.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52391.789062 Penalty: 2934.436279
	Iteration 7F: 3 clusters Score -52391.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Entering Unmasked Estep 
Score: -1627530.375000 Penalty: 2249.541748
	Iteration 0F: 2 clusters Score -1627530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1620746.125000 Penalty: 4499.083496
	Iteration 0F: 3 clusters Score -1620746 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1622663.375000 Penalty: 4499.083496
	Iteration 1F: 3 clusters Score -1622663 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1622926.125000 Penalty: 4499.083496
	Iteration 2F: 3 clusters Score -1622926 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1623117.375000 Penalty: 4499.083496
	Iteration 3Q: 3 clusters Score -1623117 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1623273.250000 Penalty: 4499.083496
	Iteration 4Q: 3 clusters Score -1623273 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1623402.125000 Penalty: 4499.083496
	Iteration 5Q: 3 clusters Score -1623402 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1623525.250000 Penalty: 4499.083496
	Iteration 6Q: 3 clusters Score -1623525 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1623665.625000 Penalty: 4499.083496
	Iteration 7Q: 3 clusters Score -1623666 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1623834.125000 Penalty: 4499.083496
	Iteration 8Q: 3 clusters Score -1623834 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1624040.500000 Penalty: 4499.083496
	Iteration 9Q: 3 clusters Score -1624040 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1624280.375000 Penalty: 4499.083496
	Iteration 10Q: 3 clusters Score -1624280 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1624532.000000 Penalty: 4499.083496
	Iteration 11Q: 3 clusters Score -1624532 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1624773.875000 Penalty: 4499.083496
	Iteration 12Q: 3 clusters Score -1624774 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1624977.375000 Penalty: 4499.083496
	Iteration 13Q: 3 clusters Score -1624977 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1625162.375000 Penalty: 4499.083496
	Iteration 14Q: 3 clusters Score -1625162 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1625329.500000 Penalty: 4499.083496
	Iteration 15Q: 3 clusters Score -1625330 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1625468.875000 Penalty: 4499.083496
	Iteration 16Q: 3 clusters Score -1625469 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1625595.000000 Penalty: 4499.083496
	Iteration 17Q: 3 clusters Score -1625595 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1625685.875000 Penalty: 4499.083496
	Iteration 18Q: 3 clusters Score -1625686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1625746.875000 Penalty: 4499.083496
	Iteration 19Q: 3 clusters Score -1625747 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1625794.875000 Penalty: 4499.083496
	Iteration 20F: 3 clusters Score -1625795 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1625827.250000 Penalty: 4499.083496
	Iteration 21Q: 3 clusters Score -1625827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1625855.875000 Penalty: 4499.083496
	Iteration 22Q: 3 clusters Score -1625856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1625886.000000 Penalty: 4499.083496
	Iteration 23Q: 3 clusters Score -1625886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1625908.500000 Penalty: 4499.083496
	Iteration 24Q: 3 clusters Score -1625908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1625927.125000 Penalty: 4499.083496
	Iteration 25Q: 3 clusters Score -1625927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1625944.750000 Penalty: 4499.083496
	Iteration 26Q: 3 clusters Score -1625945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1625955.875000 Penalty: 4499.083496
	Iteration 27Q: 3 clusters Score -1625956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1625972.250000 Penalty: 4499.083496
	Iteration 28Q: 3 clusters Score -1625972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1625983.375000 Penalty: 4499.083496
	Iteration 29Q: 3 clusters Score -1625983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1625985.375000 Penalty: 4499.083496
	Iteration 30Q: 3 clusters Score -1625985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1625987.500000 Penalty: 4499.083496
	Iteration 31Q: 3 clusters Score -1625988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1625989.375000 Penalty: 4499.083496
	Iteration 32Q: 3 clusters Score -1625989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1625991.250000 Penalty: 4499.083496
	Iteration 33Q: 3 clusters Score -1625991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1625991.500000 Penalty: 4499.083496
	Iteration 34Q: 3 clusters Score -1625992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1625991.500000 Penalty: 4499.083496
	Iteration 35F: 3 clusters Score -1625992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -25967.187500 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -25967.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25131.677734 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -25131.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25523.136719 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -25523.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25756.921875 Penalty: 2798.385986
	Iteration 2F: 3 clusters Score -25756.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26006.492188 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -26006.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26169.265625 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -26169.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26203.845703 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -26203.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26208.847656 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -26208.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26214.248047 Penalty: 2798.385986
	Iteration 7Q: 3 clusters Score -26214.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26218.593750 Penalty: 2798.385986
	Iteration 8Q: 3 clusters Score -26218.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26218.593750 Penalty: 2798.385986
	Iteration 9F: 3 clusters Score -26218.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 15038 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 29808 members 
Mstep: Class 6 contains 27893 members 
Mstep: Class 7 contains 4683 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14418 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 14 contains 13942 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 33133 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26241 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 22348 members 
Mstep: Class 30 contains 44841 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21379 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17230 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27847 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17113 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27269 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8697 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26804 members 
Mstep: Class 52 contains 737 members 
Mstep: Class 53 contains 188 members 
Entering Unmasked Estep 
Score: -84201384.000000 Penalty: 170644.796875
Splitting cluster 49 changes total score from -84202896.000000 to -84201384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -73565.171875 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -73565.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -72087.257812 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -72087.26 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72321.468750 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -72321.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72442.046875 Penalty: 3071.411621
	Iteration 2F: 3 clusters Score -72442.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72535.929688 Penalty: 3071.411621
	Iteration 3Q: 3 clusters Score -72535.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72637.343750 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -72637.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72739.234375 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -72739.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72845.609375 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -72845.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72938.273438 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -72938.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -73051.515625 Penalty: 3071.411621
	Iteration 8Q: 3 clusters Score -73051.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -73114.773438 Penalty: 3071.411621
	Iteration 9Q: 3 clusters Score -73114.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -73148.671875 Penalty: 3071.411621
	Iteration 10Q: 3 clusters Score -73148.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -73162.046875 Penalty: 3071.411621
	Iteration 11Q: 3 clusters Score -73162.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -73170.281250 Penalty: 3071.411621
	Iteration 12Q: 3 clusters Score -73170.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -73172.156250 Penalty: 3071.411621
	Iteration 13Q: 3 clusters Score -73172.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -73180.953125 Penalty: 3071.411621
	Iteration 14F: 3 clusters Score -73180.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -73211.296875 Penalty: 3071.411621
	Iteration 15Q: 3 clusters Score -73211.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -73225.210938 Penalty: 3071.411621
	Iteration 16Q: 3 clusters Score -73225.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -73233.062500 Penalty: 3071.411621
	Iteration 17Q: 3 clusters Score -73233.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -73233.062500 Penalty: 3071.411621
	Iteration 18F: 3 clusters Score -73233.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (26804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Entering Unmasked Estep 
Score: -5261314.500000 Penalty: 2528.683838
	Iteration 0F: 2 clusters Score -5261314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -5244918.500000 Penalty: 5057.367676
	Iteration 0F: 3 clusters Score -5244918 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -5251387.500000 Penalty: 5057.367676
	Iteration 1F: 3 clusters Score -5251388 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -5251798.000000 Penalty: 5057.367676
	Iteration 2Q: 3 clusters Score -5251798 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -5252170.500000 Penalty: 5057.367676
	Iteration 3Q: 3 clusters Score -5252170 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -5252591.500000 Penalty: 5057.367676
	Iteration 4Q: 3 clusters Score -5252592 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -5253190.500000 Penalty: 5057.367676
	Iteration 5Q: 3 clusters Score -5253190 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -5253969.000000 Penalty: 5057.367676
	Iteration 6Q: 3 clusters Score -5253969 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -5254998.000000 Penalty: 5057.367676
	Iteration 7F: 3 clusters Score -5254998 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -5256057.500000 Penalty: 5057.367676
	Iteration 8F: 3 clusters Score -5256058 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -5256957.500000 Penalty: 5057.367676
	Iteration 9Q: 3 clusters Score -5256958 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -5257668.000000 Penalty: 5057.367676
	Iteration 10Q: 3 clusters Score -5257668 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -5258172.500000 Penalty: 5057.367676
	Iteration 11Q: 3 clusters Score -5258172 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -5258471.500000 Penalty: 5057.367676
	Iteration 12Q: 3 clusters Score -5258472 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -5258727.000000 Penalty: 5057.367676
	Iteration 13Q: 3 clusters Score -5258727 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -5258921.500000 Penalty: 5057.367676
	Iteration 14Q: 3 clusters Score -5258922 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -5259080.000000 Penalty: 5057.367676
	Iteration 15Q: 3 clusters Score -5259080 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -5259168.000000 Penalty: 5057.367676
	Iteration 16Q: 3 clusters Score -5259168 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -5259223.500000 Penalty: 5057.367676
	Iteration 17Q: 3 clusters Score -5259224 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -5259279.000000 Penalty: 5057.367676
	Iteration 18Q: 3 clusters Score -5259279 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -5259331.500000 Penalty: 5057.367676
	Iteration 19Q: 3 clusters Score -5259332 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -5259394.500000 Penalty: 5057.367676
	Iteration 20F: 3 clusters Score -5259394 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -5259401.000000 Penalty: 5057.367676
	Iteration 21Q: 3 clusters Score -5259401 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -5259425.500000 Penalty: 5057.367676
	Iteration 22Q: 3 clusters Score -5259426 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -5259435.000000 Penalty: 5057.367676
	Iteration 23Q: 3 clusters Score -5259435 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -5259462.500000 Penalty: 5057.367676
	Iteration 24Q: 3 clusters Score -5259462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -5259480.000000 Penalty: 5057.367676
	Iteration 25Q: 3 clusters Score -5259480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -5259489.500000 Penalty: 5057.367676
	Iteration 26Q: 3 clusters Score -5259490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -5259490.000000 Penalty: 5057.367676
	Iteration 27Q: 3 clusters Score -5259490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -5259508.500000 Penalty: 5057.367676
	Iteration 28Q: 3 clusters Score -5259508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -5259517.000000 Penalty: 5057.367676
	Iteration 29Q: 3 clusters Score -5259517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -5259524.500000 Penalty: 5057.367676
	Iteration 30Q: 3 clusters Score -5259524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -5259515.000000 Penalty: 5057.367676
	Iteration 31Q: 3 clusters Score -5259515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -5259515.000000 Penalty: 5057.367676
	Iteration 32Q: 3 clusters Score -5259515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -5259515.500000 Penalty: 5057.367676
	Iteration 33Q: 3 clusters Score -5259516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -5259521.500000 Penalty: 5057.367676
	Iteration 34Q: 3 clusters Score -5259522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -5259519.000000 Penalty: 5057.367676
	Iteration 35Q: 3 clusters Score -5259519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -5259525.000000 Penalty: 5057.367676
	Iteration 36Q: 3 clusters Score -5259525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -5259525.000000 Penalty: 5057.367676
	Iteration 37Q: 3 clusters Score -5259525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -5259516.500000 Penalty: 5057.367676
	Iteration 38Q: 3 clusters Score -5259516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -5259523.000000 Penalty: 5057.367676
	Iteration 39Q: 3 clusters Score -5259523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -5259519.000000 Penalty: 5057.367676
	Iteration 40F: 3 clusters Score -5259519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -5259520.000000 Penalty: 5057.367676
	Iteration 41Q: 3 clusters Score -5259520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -5259522.000000 Penalty: 5057.367676
	Iteration 42Q: 3 clusters Score -5259522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -5259523.000000 Penalty: 5057.367676
	Iteration 43Q: 3 clusters Score -5259523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -5259522.500000 Penalty: 5057.367676
	Iteration 44Q: 3 clusters Score -5259522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -5259519.500000 Penalty: 5057.367676
	Iteration 45Q: 3 clusters Score -5259520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -5259523.500000 Penalty: 5057.367676
	Iteration 46Q: 3 clusters Score -5259524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -5259529.000000 Penalty: 5057.367676
	Iteration 47Q: 3 clusters Score -5259529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -5259525.500000 Penalty: 5057.367676
	Iteration 48Q: 3 clusters Score -5259526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -5259525.500000 Penalty: 5057.367676
	Iteration 49F: 3 clusters Score -5259526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -121322.531250 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -121322.5 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 348 members 
Entering Unmasked Estep 
Score: -119688.210938 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -119688.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -119951.515625 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -119951.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -120051.250000 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -120051.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -120084.257812 Penalty: 3274.883545
	Iteration 3Q: 3 clusters Score -120084.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -120092.335938 Penalty: 3274.883545
	Iteration 4Q: 3 clusters Score -120092.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -120097.984375 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -120098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -120102.070312 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -120102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -120105.460938 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -120105.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -120105.460938 Penalty: 3274.883545
	Iteration 8F: 3 clusters Score -120105.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 15038 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 29808 members 
Mstep: Class 6 contains 27893 members 
Mstep: Class 7 contains 4683 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14418 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 14 contains 13942 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 33133 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26241 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 22348 members 
Mstep: Class 30 contains 44841 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21379 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17230 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27847 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17113 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27269 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8697 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26804 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202944.000000 Penalty: 167425.093750
Iteration 239Q: 53 clusters Score -8.420294e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15039 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 29775 members 
Mstep: Class 6 contains 27818 members 
Mstep: Class 7 contains 4678 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6541 members 
Mstep: Class 14 contains 13938 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 3014 members 
Mstep: Class 17 contains 33198 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26259 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5963 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4038 members 
Mstep: Class 29 contains 22347 members 
Mstep: Class 30 contains 44821 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21418 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17231 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27855 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17110 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27267 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8697 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26823 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203048.000000 Penalty: 167425.093750
Iteration 240F: 53 clusters Score -8.420305e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 15039 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 29734 members 
Mstep: Class 6 contains 27733 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6541 members 
Mstep: Class 14 contains 13937 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 33273 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26299 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5963 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4038 members 
Mstep: Class 29 contains 22342 members 
Mstep: Class 30 contains 44797 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21463 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17233 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27819 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17109 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27291 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8694 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26840 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202968.000000 Penalty: 167425.093750
Iteration 241Q: 53 clusters Score -8.420297e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15043 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 29671 members 
Mstep: Class 6 contains 27680 members 
Mstep: Class 7 contains 4673 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14424 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6540 members 
Mstep: Class 14 contains 13930 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 33356 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26328 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5966 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 22325 members 
Mstep: Class 30 contains 44777 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 21514 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17234 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27805 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17107 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 27290 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8692 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26857 members 
Mstep: Class 52 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203056.000000 Penalty: 167425.093750
Iteration 242Q: 53 clusters Score -8.420306e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 15046 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 29626 members 
Mstep: Class 6 contains 27634 members 
Mstep: Class 7 contains 4666 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14427 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6539 members 
Mstep: Class 14 contains 13933 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 33404 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26348 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4038 members 
Mstep: Class 29 contains 22322 members 
Mstep: Class 30 contains 44772 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21556 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17225 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 27799 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17106 members 
Mstep: Class 41 contains 1424 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2330 members 
Mstep: Class 44 contains 27286 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8690 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26881 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84202848.000000 Penalty: 167425.093750
Iteration 243Q: 53 clusters Score -8.420285e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 15047 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 29569 members 
Mstep: Class 6 contains 27600 members 
Mstep: Class 7 contains 4663 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 13935 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 33428 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26368 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4038 members 
Mstep: Class 29 contains 22322 members 
Mstep: Class 30 contains 44763 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21605 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17224 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 27788 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17109 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2330 members 
Mstep: Class 44 contains 27277 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8696 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26915 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203040.000000 Penalty: 167425.093750
Iteration 244Q: 53 clusters Score -8.420304e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 15048 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 29554 members 
Mstep: Class 6 contains 27565 members 
Mstep: Class 7 contains 4663 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14423 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 13938 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 33442 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26358 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5964 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 22324 members 
Mstep: Class 30 contains 44759 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21636 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17219 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 27807 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17112 members 
Mstep: Class 41 contains 1428 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2330 members 
Mstep: Class 44 contains 27297 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26908 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203112.000000 Penalty: 167425.093750
Iteration 245Q: 53 clusters Score -8.420311e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15046 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 29534 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 4663 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 13945 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 33479 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26360 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5964 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4039 members 
Mstep: Class 29 contains 22320 members 
Mstep: Class 30 contains 44746 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21677 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17219 members 
Mstep: Class 36 contains 793 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 27786 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17112 members 
Mstep: Class 41 contains 1426 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2330 members 
Mstep: Class 44 contains 27325 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26889 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203176.000000 Penalty: 167425.093750
Iteration 246Q: 53 clusters Score -8.420318e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 29498 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 13966 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 33494 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26377 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 22318 members 
Mstep: Class 30 contains 44741 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21704 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17221 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 27760 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17113 members 
Mstep: Class 41 contains 1421 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2330 members 
Mstep: Class 44 contains 27362 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8697 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26869 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203208.000000 Penalty: 167425.093750
Iteration 247Q: 53 clusters Score -8.420321e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 15038 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 29471 members 
Mstep: Class 6 contains 27498 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14427 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 13988 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 33517 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26398 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5964 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4042 members 
Mstep: Class 29 contains 22323 members 
Mstep: Class 30 contains 44732 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21748 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17224 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 27716 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17110 members 
Mstep: Class 41 contains 1417 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2330 members 
Mstep: Class 44 contains 27362 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8703 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26869 members 
Mstep: Class 52 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203160.000000 Penalty: 167425.093750
Iteration 248Q: 53 clusters Score -8.420316e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15032 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1615 members 
Mstep: Class 5 contains 29438 members 
Mstep: Class 6 contains 27453 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14429 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6539 members 
Mstep: Class 14 contains 14004 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 33563 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26408 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 5963 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4042 members 
Mstep: Class 29 contains 22320 members 
Mstep: Class 30 contains 44719 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21792 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17227 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 27656 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17112 members 
Mstep: Class 41 contains 1414 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2330 members 
Mstep: Class 44 contains 27373 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8709 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26893 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203200.000000 Penalty: 167425.093750
Iteration 249Q: 53 clusters Score -8.42032e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 15025 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 29403 members 
Mstep: Class 6 contains 27399 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14428 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 14020 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 33620 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26422 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 5962 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4042 members 
Mstep: Class 29 contains 22323 members 
Mstep: Class 30 contains 44702 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21815 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17231 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 27630 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17111 members 
Mstep: Class 41 contains 1413 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2330 members 
Mstep: Class 44 contains 27380 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8717 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26901 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203296.000000 Penalty: 167425.093750
Iteration 250Q: 53 clusters Score -8.42033e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15019 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1618 members 
Mstep: Class 5 contains 29365 members 
Mstep: Class 6 contains 27346 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14436 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 14030 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 33680 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26448 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5962 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 22331 members 
Mstep: Class 30 contains 44690 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21826 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17236 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 27584 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17102 members 
Mstep: Class 41 contains 1412 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27390 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8721 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26928 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203360.000000 Penalty: 167425.093750
Iteration 251Q: 53 clusters Score -8.420336e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15018 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 29336 members 
Mstep: Class 6 contains 27299 members 
Mstep: Class 7 contains 4663 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14446 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 14045 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 33758 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26438 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5960 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 22335 members 
Mstep: Class 30 contains 44689 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21853 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17232 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 27557 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17094 members 
Mstep: Class 41 contains 1412 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 27400 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8720 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26925 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203400.000000 Penalty: 167425.093750
Iteration 252Q: 53 clusters Score -8.42034e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 15018 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 29313 members 
Mstep: Class 6 contains 27262 members 
Mstep: Class 7 contains 4661 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14454 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 14052 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 33850 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26412 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 22335 members 
Mstep: Class 30 contains 44688 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21869 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17229 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 27533 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17091 members 
Mstep: Class 41 contains 1412 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 27408 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8708 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26925 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203472.000000 Penalty: 167425.093750
Iteration 253Q: 53 clusters Score -8.420347e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15013 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 29285 members 
Mstep: Class 6 contains 27230 members 
Mstep: Class 7 contains 4660 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14454 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 14065 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 33939 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26376 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 22343 members 
Mstep: Class 30 contains 44673 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21878 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17228 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 27503 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17093 members 
Mstep: Class 41 contains 1411 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 27433 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8702 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26940 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203280.000000 Penalty: 167425.093750
Iteration 254Q: 53 clusters Score -8.420328e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 15014 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 29263 members 
Mstep: Class 6 contains 27205 members 
Mstep: Class 7 contains 4660 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14457 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 5000 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 14069 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34022 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26350 members 
Mstep: Class 23 contains 2233 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5958 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 22342 members 
Mstep: Class 30 contains 44663 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21897 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17224 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27478 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17096 members 
Mstep: Class 41 contains 1412 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 27430 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8696 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26953 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203232.000000 Penalty: 167425.093750
Iteration 255Q: 53 clusters Score -8.420323e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15013 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1621 members 
Mstep: Class 5 contains 29251 members 
Mstep: Class 6 contains 27171 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14464 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 4999 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 14080 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34080 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 26336 members 
Mstep: Class 23 contains 2235 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5957 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 22346 members 
Mstep: Class 30 contains 44644 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21913 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17217 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27428 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17100 members 
Mstep: Class 41 contains 1412 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 27450 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26983 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203432.000000 Penalty: 167425.093750
Iteration 256Q: 53 clusters Score -8.420343e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 15013 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1621 members 
Mstep: Class 5 contains 29238 members 
Mstep: Class 6 contains 27155 members 
Mstep: Class 7 contains 4658 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14469 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 14084 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34113 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26321 members 
Mstep: Class 23 contains 2236 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5958 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 22351 members 
Mstep: Class 30 contains 44639 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21921 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17211 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27390 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17104 members 
Mstep: Class 41 contains 1412 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 27446 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8699 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27019 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203584.000000 Penalty: 167425.093750
Iteration 257Q: 53 clusters Score -8.420358e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 15012 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1621 members 
Mstep: Class 5 contains 29236 members 
Mstep: Class 6 contains 27123 members 
Mstep: Class 7 contains 4658 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14470 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 14086 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34157 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26306 members 
Mstep: Class 23 contains 2236 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5957 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 22355 members 
Mstep: Class 30 contains 44636 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21927 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17209 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27370 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17100 members 
Mstep: Class 41 contains 1411 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 27439 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8701 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27053 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203520.000000 Penalty: 167425.093750
Iteration 258Q: 53 clusters Score -8.420352e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 15009 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1621 members 
Mstep: Class 5 contains 29216 members 
Mstep: Class 6 contains 27098 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14477 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6539 members 
Mstep: Class 14 contains 14089 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34199 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26288 members 
Mstep: Class 23 contains 2236 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5957 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 22353 members 
Mstep: Class 30 contains 44634 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21944 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17211 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27349 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17093 members 
Mstep: Class 41 contains 1411 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27425 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8702 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27093 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203528.000000 Penalty: 167425.093750
Iteration 259Q: 53 clusters Score -8.420353e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15007 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1621 members 
Mstep: Class 5 contains 29204 members 
Mstep: Class 6 contains 27056 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14482 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6540 members 
Mstep: Class 14 contains 14095 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34266 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26262 members 
Mstep: Class 23 contains 2236 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5960 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4049 members 
Mstep: Class 29 contains 22356 members 
Mstep: Class 30 contains 44636 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21969 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17209 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27333 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17089 members 
Mstep: Class 41 contains 1410 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27400 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8709 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27105 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203464.000000 Penalty: 167425.093750
Iteration 260F: 53 clusters Score -8.420346e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15007 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 29191 members 
Mstep: Class 6 contains 27021 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14485 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6540 members 
Mstep: Class 14 contains 14100 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34319 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26232 members 
Mstep: Class 23 contains 2236 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 22348 members 
Mstep: Class 30 contains 44643 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21992 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17209 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27337 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17091 members 
Mstep: Class 41 contains 1411 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27383 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8708 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27110 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203592.000000 Penalty: 167425.093750
Iteration 261Q: 53 clusters Score -8.420359e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 15008 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 29172 members 
Mstep: Class 6 contains 27000 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14490 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6540 members 
Mstep: Class 14 contains 14108 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34381 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26212 members 
Mstep: Class 23 contains 2236 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 22346 members 
Mstep: Class 30 contains 44631 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21997 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17208 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27331 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17085 members 
Mstep: Class 41 contains 1411 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27370 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8710 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27128 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203632.000000 Penalty: 167425.093750
Iteration 262Q: 53 clusters Score -8.420363e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15007 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 29170 members 
Mstep: Class 6 contains 26981 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14489 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6540 members 
Mstep: Class 14 contains 14121 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34426 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26203 members 
Mstep: Class 23 contains 2236 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 5960 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 22353 members 
Mstep: Class 30 contains 44636 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22016 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17206 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27329 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17079 members 
Mstep: Class 41 contains 1413 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27355 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8710 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27097 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203616.000000 Penalty: 167425.093750
Iteration 263Q: 53 clusters Score -8.420362e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15004 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 29156 members 
Mstep: Class 6 contains 26968 members 
Mstep: Class 7 contains 4655 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14494 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6540 members 
Mstep: Class 14 contains 14128 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34488 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26186 members 
Mstep: Class 23 contains 2236 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 22356 members 
Mstep: Class 30 contains 44628 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22043 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17203 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27333 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17079 members 
Mstep: Class 41 contains 1412 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27326 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8709 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27081 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203640.000000 Penalty: 167425.093750
Iteration 264Q: 53 clusters Score -8.420364e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15002 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 29134 members 
Mstep: Class 6 contains 26959 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14497 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6540 members 
Mstep: Class 14 contains 14129 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34569 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26158 members 
Mstep: Class 23 contains 2237 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 22356 members 
Mstep: Class 30 contains 44613 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22062 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17202 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27353 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17073 members 
Mstep: Class 41 contains 1412 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27297 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8703 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27074 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203648.000000 Penalty: 167425.093750
Iteration 265Q: 53 clusters Score -8.420365e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 14999 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 26974 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 4995 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6540 members 
Mstep: Class 14 contains 14134 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34645 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26135 members 
Mstep: Class 23 contains 2237 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 5960 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4049 members 
Mstep: Class 29 contains 22359 members 
Mstep: Class 30 contains 44599 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22085 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17204 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27346 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17065 members 
Mstep: Class 41 contains 1412 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27273 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8708 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27055 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203680.000000 Penalty: 167425.093750
Iteration 266Q: 53 clusters Score -8.420368e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 14992 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 29079 members 
Mstep: Class 6 contains 26980 members 
Mstep: Class 7 contains 4649 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 4995 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6541 members 
Mstep: Class 14 contains 14137 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34716 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26118 members 
Mstep: Class 23 contains 2237 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 22354 members 
Mstep: Class 30 contains 44591 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22105 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17209 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27360 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17066 members 
Mstep: Class 41 contains 1412 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27259 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8708 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27023 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203568.000000 Penalty: 167425.093750
Iteration 267Q: 53 clusters Score -8.420357e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14989 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1621 members 
Mstep: Class 5 contains 29050 members 
Mstep: Class 6 contains 26971 members 
Mstep: Class 7 contains 4647 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 4995 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6541 members 
Mstep: Class 14 contains 14145 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34791 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26100 members 
Mstep: Class 23 contains 2237 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 22349 members 
Mstep: Class 30 contains 44593 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22125 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17217 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27375 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17058 members 
Mstep: Class 41 contains 1412 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27240 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8704 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26993 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203600.000000 Penalty: 167425.093750
Iteration 268Q: 53 clusters Score -8.42036e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 14989 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1621 members 
Mstep: Class 5 contains 29027 members 
Mstep: Class 6 contains 26972 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14503 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 4994 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6542 members 
Mstep: Class 14 contains 14144 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34850 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26086 members 
Mstep: Class 23 contains 2237 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 22345 members 
Mstep: Class 30 contains 44588 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22141 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17220 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27391 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17052 members 
Mstep: Class 41 contains 1413 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27223 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8708 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26966 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3215.044189 but Gain 3219.718750
Score: -84203456.000000 Penalty: 164205.375000
Iteration 269Q: 52 clusters Score -8.420346e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14988 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1621 members 
Mstep: Class 5 contains 28998 members 
Mstep: Class 6 contains 27636 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 5032 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26082 members 
Mstep: Class 23 contains 2237 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 5997 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 22372 members 
Mstep: Class 30 contains 45787 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22157 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17223 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27394 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17049 members 
Mstep: Class 41 contains 1413 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27217 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8738 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26953 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205616.000000 Penalty: 164205.375000
Iteration 270Q: 52 clusters Score -8.420562e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14982 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1624 members 
Mstep: Class 5 contains 28952 members 
Mstep: Class 6 contains 27822 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14510 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34932 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26061 members 
Mstep: Class 23 contains 2237 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 22368 members 
Mstep: Class 30 contains 45634 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22162 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17235 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27428 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17035 members 
Mstep: Class 41 contains 1413 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27187 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8730 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26947 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205512.000000 Penalty: 164205.375000
Iteration 271Q: 52 clusters Score -8.420551e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14984 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1626 members 
Mstep: Class 5 contains 28920 members 
Mstep: Class 6 contains 27951 members 
Mstep: Class 7 contains 4674 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14514 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 14140 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34986 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26052 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22360 members 
Mstep: Class 30 contains 45483 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22178 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17242 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27457 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17020 members 
Mstep: Class 41 contains 1412 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27150 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8729 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26956 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205288.000000 Penalty: 164205.375000
Iteration 272Q: 52 clusters Score -8.420529e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14982 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28890 members 
Mstep: Class 6 contains 28056 members 
Mstep: Class 7 contains 4672 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 14135 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35055 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26045 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 5988 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 22361 members 
Mstep: Class 30 contains 45366 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22185 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17242 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27486 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17015 members 
Mstep: Class 41 contains 1412 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27108 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8724 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26958 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205224.000000 Penalty: 164205.375000
Iteration 273Q: 52 clusters Score -8.420522e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14981 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28872 members 
Mstep: Class 6 contains 28132 members 
Mstep: Class 7 contains 4670 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 14146 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35114 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26040 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 22355 members 
Mstep: Class 30 contains 45271 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22190 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17247 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27496 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17009 members 
Mstep: Class 41 contains 1410 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 27073 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8716 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26974 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205208.000000 Penalty: 164205.375000
Iteration 274Q: 52 clusters Score -8.420521e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14979 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28868 members 
Mstep: Class 6 contains 28200 members 
Mstep: Class 7 contains 4669 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6545 members 
Mstep: Class 14 contains 14147 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35191 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26036 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 5985 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 22353 members 
Mstep: Class 30 contains 45156 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22191 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17255 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27526 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17001 members 
Mstep: Class 41 contains 1409 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 27036 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8711 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26968 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204864.000000 Penalty: 164205.375000
Iteration 275Q: 52 clusters Score -8.420486e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14980 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28858 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 4667 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14520 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 14141 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35264 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26041 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 22358 members 
Mstep: Class 30 contains 45084 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22199 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17259 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27541 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16995 members 
Mstep: Class 41 contains 1409 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 27007 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8706 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26956 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205064.000000 Penalty: 164205.375000
Iteration 276Q: 52 clusters Score -8.420506e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14979 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28868 members 
Mstep: Class 6 contains 28217 members 
Mstep: Class 7 contains 4667 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14526 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 14131 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35349 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26047 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 5988 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22360 members 
Mstep: Class 30 contains 45014 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22206 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17259 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27540 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16993 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26974 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8707 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26965 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204984.000000 Penalty: 164205.375000
Iteration 277Q: 52 clusters Score -8.420498e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14978 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28867 members 
Mstep: Class 6 contains 28192 members 
Mstep: Class 7 contains 4666 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 14130 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35444 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26037 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 5989 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 22357 members 
Mstep: Class 30 contains 44957 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22223 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17256 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27548 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16997 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26944 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8703 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26977 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204896.000000 Penalty: 164205.375000
Iteration 278Q: 52 clusters Score -8.42049e+07 nChanged 580
Entering ConstructFrom: 
Score: -84204896.000000 Penalty: 164205.375000
Entering ConstructFrom: 
Trying to split cluster 2 (14980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Entering Unmasked Estep 
Score: -3209952.000000 Penalty: 2384.388916
	Iteration 0F: 2 clusters Score -3209952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3199724.750000 Penalty: 4768.777832
	Iteration 0F: 3 clusters Score -3199725 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -3203135.000000 Penalty: 4768.777832
	Iteration 1F: 3 clusters Score -3203135 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3203450.000000 Penalty: 4768.777832
	Iteration 2F: 3 clusters Score -3203450 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -3203668.250000 Penalty: 4768.777832
	Iteration 3Q: 3 clusters Score -3203668 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3203879.500000 Penalty: 4768.777832
	Iteration 4Q: 3 clusters Score -3203880 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3204129.000000 Penalty: 4768.777832
	Iteration 5Q: 3 clusters Score -3204129 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3204444.250000 Penalty: 4768.777832
	Iteration 6Q: 3 clusters Score -3204444 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3204823.250000 Penalty: 4768.777832
	Iteration 7Q: 3 clusters Score -3204823 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3205287.000000 Penalty: 4768.777832
	Iteration 8Q: 3 clusters Score -3205287 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3205780.250000 Penalty: 4768.777832
	Iteration 9Q: 3 clusters Score -3205780 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -3206282.250000 Penalty: 4768.777832
	Iteration 10F: 3 clusters Score -3206282 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3206740.750000 Penalty: 4768.777832
	Iteration 11F: 3 clusters Score -3206741 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3207102.000000 Penalty: 4768.777832
	Iteration 12Q: 3 clusters Score -3207102 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3207396.250000 Penalty: 4768.777832
	Iteration 13Q: 3 clusters Score -3207396 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3207684.000000 Penalty: 4768.777832
	Iteration 14Q: 3 clusters Score -3207684 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -3207924.000000 Penalty: 4768.777832
	Iteration 15Q: 3 clusters Score -3207924 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3208154.500000 Penalty: 4768.777832
	Iteration 16Q: 3 clusters Score -3208154 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3208355.500000 Penalty: 4768.777832
	Iteration 17Q: 3 clusters Score -3208356 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3208449.750000 Penalty: 4768.777832
	Iteration 18Q: 3 clusters Score -3208450 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -3208519.500000 Penalty: 4768.777832
	Iteration 19Q: 3 clusters Score -3208520 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -3208556.000000 Penalty: 4768.777832
	Iteration 20F: 3 clusters Score -3208556 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3208571.500000 Penalty: 4768.777832
	Iteration 21Q: 3 clusters Score -3208572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -3208579.750000 Penalty: 4768.777832
	Iteration 22Q: 3 clusters Score -3208580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -3208579.000000 Penalty: 4768.777832
	Iteration 23Q: 3 clusters Score -3208579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3208584.750000 Penalty: 4768.777832
	Iteration 24Q: 3 clusters Score -3208585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3208587.250000 Penalty: 4768.777832
	Iteration 25Q: 3 clusters Score -3208587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3208597.250000 Penalty: 4768.777832
	Iteration 26Q: 3 clusters Score -3208597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3208587.000000 Penalty: 4768.777832
	Iteration 27Q: 3 clusters Score -3208587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3208591.000000 Penalty: 4768.777832
	Iteration 28Q: 3 clusters Score -3208591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3208593.250000 Penalty: 4768.777832
	Iteration 29Q: 3 clusters Score -3208593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3208588.750000 Penalty: 4768.777832
	Iteration 30Q: 3 clusters Score -3208589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3208597.000000 Penalty: 4768.777832
	Iteration 31Q: 3 clusters Score -3208597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3208598.500000 Penalty: 4768.777832
	Iteration 32Q: 3 clusters Score -3208598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3208601.750000 Penalty: 4768.777832
	Iteration 33Q: 3 clusters Score -3208602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3208599.250000 Penalty: 4768.777832
	Iteration 34Q: 3 clusters Score -3208599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3208599.000000 Penalty: 4768.777832
	Iteration 35Q: 3 clusters Score -3208599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3208594.750000 Penalty: 4768.777832
	Iteration 36Q: 3 clusters Score -3208595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3208597.000000 Penalty: 4768.777832
	Iteration 37Q: 3 clusters Score -3208597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3208597.750000 Penalty: 4768.777832
	Iteration 38Q: 3 clusters Score -3208598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -3208600.000000 Penalty: 4768.777832
	Iteration 39Q: 3 clusters Score -3208600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -3208597.500000 Penalty: 4768.777832
	Iteration 40F: 3 clusters Score -3208598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3208598.750000 Penalty: 4768.777832
	Iteration 41Q: 3 clusters Score -3208599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3208598.750000 Penalty: 4768.777832
	Iteration 42F: 3 clusters Score -3208599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -51241.210938 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -51241.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -49980.949219 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -49980.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50051.480469 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -50051.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50093.218750 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -50093.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50115.285156 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -50115.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50129.261719 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -50129.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50147.136719 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -50147.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50169.558594 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -50169.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50191.527344 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -50191.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50207.125000 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -50207.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50221.628906 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -50221.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50221.628906 Penalty: 2829.076172
	Iteration 10F: 3 clusters Score -50221.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Entering Unmasked Estep 
Score: -280514.156250 Penalty: 1833.834229
	Iteration 0F: 2 clusters Score -280514.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -278274.062500 Penalty: 3667.668457
	Iteration 0F: 3 clusters Score -278274.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -278997.312500 Penalty: 3667.668457
	Iteration 1F: 3 clusters Score -278997.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -279369.250000 Penalty: 3667.668457
	Iteration 2F: 3 clusters Score -279369.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -279566.906250 Penalty: 3667.668457
	Iteration 3F: 3 clusters Score -279566.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -279652.468750 Penalty: 3667.668457
	Iteration 4Q: 3 clusters Score -279652.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -279713.656250 Penalty: 3667.668457
	Iteration 5Q: 3 clusters Score -279713.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -279752.531250 Penalty: 3667.668457
	Iteration 6Q: 3 clusters Score -279752.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -279779.218750 Penalty: 3667.668457
	Iteration 7Q: 3 clusters Score -279779.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -279812.718750 Penalty: 3667.668457
	Iteration 8Q: 3 clusters Score -279812.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -279826.187500 Penalty: 3667.668457
	Iteration 9Q: 3 clusters Score -279826.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -279839.718750 Penalty: 3667.668457
	Iteration 10Q: 3 clusters Score -279839.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -279856.687500 Penalty: 3667.668457
	Iteration 11Q: 3 clusters Score -279856.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -279868.875000 Penalty: 3667.668457
	Iteration 12Q: 3 clusters Score -279868.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -279880.000000 Penalty: 3667.668457
	Iteration 13Q: 3 clusters Score -279880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -279889.093750 Penalty: 3667.668457
	Iteration 14Q: 3 clusters Score -279889.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -279904.687500 Penalty: 3667.668457
	Iteration 15Q: 3 clusters Score -279904.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -279914.000000 Penalty: 3667.668457
	Iteration 16Q: 3 clusters Score -279914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -279917.531250 Penalty: 3667.668457
	Iteration 17Q: 3 clusters Score -279917.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -279919.218750 Penalty: 3667.668457
	Iteration 18Q: 3 clusters Score -279919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -279919.218750 Penalty: 3667.668457
	Iteration 19F: 3 clusters Score -279919.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Entering Unmasked Estep 
Score: -5654787.500000 Penalty: 2547.012695
	Iteration 0F: 2 clusters Score -5654788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -5636504.000000 Penalty: 5094.025391
	Iteration 0F: 3 clusters Score -5636504 nChanged 13016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -5643553.500000 Penalty: 5094.025391
	Iteration 1F: 3 clusters Score -5643554 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -5643960.500000 Penalty: 5094.025391
	Iteration 2Q: 3 clusters Score -5643960 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -5644272.000000 Penalty: 5094.025391
	Iteration 3Q: 3 clusters Score -5644272 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -5644588.000000 Penalty: 5094.025391
	Iteration 4Q: 3 clusters Score -5644588 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -5644940.000000 Penalty: 5094.025391
	Iteration 5Q: 3 clusters Score -5644940 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -5645376.500000 Penalty: 5094.025391
	Iteration 6Q: 3 clusters Score -5645376 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -5646014.500000 Penalty: 5094.025391
	Iteration 7Q: 3 clusters Score -5646014 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -5646887.000000 Penalty: 5094.025391
	Iteration 8F: 3 clusters Score -5646887 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -5648029.500000 Penalty: 5094.025391
	Iteration 9F: 3 clusters Score -5648030 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -5649383.500000 Penalty: 5094.025391
	Iteration 10F: 3 clusters Score -5649384 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -5650668.000000 Penalty: 5094.025391
	Iteration 11F: 3 clusters Score -5650668 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -5651561.500000 Penalty: 5094.025391
	Iteration 12Q: 3 clusters Score -5651562 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -5652076.000000 Penalty: 5094.025391
	Iteration 13Q: 3 clusters Score -5652076 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -5652287.500000 Penalty: 5094.025391
	Iteration 14Q: 3 clusters Score -5652288 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -5652419.500000 Penalty: 5094.025391
	Iteration 15Q: 3 clusters Score -5652420 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -5652471.000000 Penalty: 5094.025391
	Iteration 16Q: 3 clusters Score -5652471 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -5652542.000000 Penalty: 5094.025391
	Iteration 17Q: 3 clusters Score -5652542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -5652572.000000 Penalty: 5094.025391
	Iteration 18Q: 3 clusters Score -5652572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -5652592.500000 Penalty: 5094.025391
	Iteration 19Q: 3 clusters Score -5652592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -5652621.500000 Penalty: 5094.025391
	Iteration 20F: 3 clusters Score -5652622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -5652645.000000 Penalty: 5094.025391
	Iteration 21Q: 3 clusters Score -5652645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -5652652.000000 Penalty: 5094.025391
	Iteration 22Q: 3 clusters Score -5652652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -5652652.500000 Penalty: 5094.025391
	Iteration 23Q: 3 clusters Score -5652652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -5652653.000000 Penalty: 5094.025391
	Iteration 24Q: 3 clusters Score -5652653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -5652653.500000 Penalty: 5094.025391
	Iteration 25Q: 3 clusters Score -5652654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -5652653.500000 Penalty: 5094.025391
	Iteration 26F: 3 clusters Score -5652654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Entering Unmasked Estep 
Score: -5471215.000000 Penalty: 2540.649902
	Iteration 0F: 2 clusters Score -5471215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -5452285.500000 Penalty: 5081.299805
	Iteration 0F: 3 clusters Score -5452286 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -5459066.500000 Penalty: 5081.299805
	Iteration 1F: 3 clusters Score -5459066 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -5459436.000000 Penalty: 5081.299805
	Iteration 2Q: 3 clusters Score -5459436 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -5459696.500000 Penalty: 5081.299805
	Iteration 3Q: 3 clusters Score -5459696 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -5459943.500000 Penalty: 5081.299805
	Iteration 4Q: 3 clusters Score -5459944 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -5460141.000000 Penalty: 5081.299805
	Iteration 5Q: 3 clusters Score -5460141 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -5460391.500000 Penalty: 5081.299805
	Iteration 6Q: 3 clusters Score -5460392 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -5460609.500000 Penalty: 5081.299805
	Iteration 7Q: 3 clusters Score -5460610 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -5460872.000000 Penalty: 5081.299805
	Iteration 8Q: 3 clusters Score -5460872 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -5461157.000000 Penalty: 5081.299805
	Iteration 9Q: 3 clusters Score -5461157 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -5461655.500000 Penalty: 5081.299805
	Iteration 10Q: 3 clusters Score -5461656 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -5462291.000000 Penalty: 5081.299805
	Iteration 11Q: 3 clusters Score -5462291 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -5463192.500000 Penalty: 5081.299805
	Iteration 12Q: 3 clusters Score -5463192 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -5464357.000000 Penalty: 5081.299805
	Iteration 13F: 3 clusters Score -5464357 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -5465541.500000 Penalty: 5081.299805
	Iteration 14F: 3 clusters Score -5465542 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -5466445.000000 Penalty: 5081.299805
	Iteration 15F: 3 clusters Score -5466445 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -5467091.000000 Penalty: 5081.299805
	Iteration 16Q: 3 clusters Score -5467091 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -5467461.500000 Penalty: 5081.299805
	Iteration 17Q: 3 clusters Score -5467462 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -5467692.500000 Penalty: 5081.299805
	Iteration 18Q: 3 clusters Score -5467692 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -5467830.500000 Penalty: 5081.299805
	Iteration 19Q: 3 clusters Score -5467830 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -5467996.000000 Penalty: 5081.299805
	Iteration 20F: 3 clusters Score -5467996 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -5468127.000000 Penalty: 5081.299805
	Iteration 21Q: 3 clusters Score -5468127 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -5468211.500000 Penalty: 5081.299805
	Iteration 22Q: 3 clusters Score -5468212 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -5468359.500000 Penalty: 5081.299805
	Iteration 23Q: 3 clusters Score -5468360 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -5468473.000000 Penalty: 5081.299805
	Iteration 24Q: 3 clusters Score -5468473 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -5468582.500000 Penalty: 5081.299805
	Iteration 25Q: 3 clusters Score -5468582 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -5468654.000000 Penalty: 5081.299805
	Iteration 26Q: 3 clusters Score -5468654 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -5468704.500000 Penalty: 5081.299805
	Iteration 27Q: 3 clusters Score -5468704 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -5468788.000000 Penalty: 5081.299805
	Iteration 28Q: 3 clusters Score -5468788 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -5468821.500000 Penalty: 5081.299805
	Iteration 29Q: 3 clusters Score -5468822 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -5468868.000000 Penalty: 5081.299805
	Iteration 30Q: 3 clusters Score -5468868 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -5468908.500000 Penalty: 5081.299805
	Iteration 31Q: 3 clusters Score -5468908 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -5468918.000000 Penalty: 5081.299805
	Iteration 32Q: 3 clusters Score -5468918 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -5468954.000000 Penalty: 5081.299805
	Iteration 33Q: 3 clusters Score -5468954 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -5468960.000000 Penalty: 5081.299805
	Iteration 34Q: 3 clusters Score -5468960 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -5468971.500000 Penalty: 5081.299805
	Iteration 35Q: 3 clusters Score -5468972 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -5468976.500000 Penalty: 5081.299805
	Iteration 36Q: 3 clusters Score -5468976 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -5468986.000000 Penalty: 5081.299805
	Iteration 37Q: 3 clusters Score -5468986 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -5468994.500000 Penalty: 5081.299805
	Iteration 38Q: 3 clusters Score -5468994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -5469013.500000 Penalty: 5081.299805
	Iteration 39Q: 3 clusters Score -5469014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -5469041.500000 Penalty: 5081.299805
	Iteration 40F: 3 clusters Score -5469042 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -5469036.500000 Penalty: 5081.299805
	Iteration 41Q: 3 clusters Score -5469036 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -5469048.500000 Penalty: 5081.299805
	Iteration 42Q: 3 clusters Score -5469048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -5469060.500000 Penalty: 5081.299805
	Iteration 43Q: 3 clusters Score -5469060 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -5469075.500000 Penalty: 5081.299805
	Iteration 44Q: 3 clusters Score -5469076 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -5469068.000000 Penalty: 5081.299805
	Iteration 45Q: 3 clusters Score -5469068 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -5469084.500000 Penalty: 5081.299805
	Iteration 46Q: 3 clusters Score -5469084 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -5469098.500000 Penalty: 5081.299805
	Iteration 47Q: 3 clusters Score -5469098 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -5469103.500000 Penalty: 5081.299805
	Iteration 48Q: 3 clusters Score -5469104 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -5469106.000000 Penalty: 5081.299805
	Iteration 49Q: 3 clusters Score -5469106 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -5469127.000000 Penalty: 5081.299805
	Iteration 50Q: 3 clusters Score -5469127 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -5469108.500000 Penalty: 5081.299805
	Iteration 51Q: 3 clusters Score -5469108 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -5469128.500000 Penalty: 5081.299805
	Iteration 52Q: 3 clusters Score -5469128 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -5469148.500000 Penalty: 5081.299805
	Iteration 53Q: 3 clusters Score -5469148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -5469159.500000 Penalty: 5081.299805
	Iteration 54Q: 3 clusters Score -5469160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -5469171.000000 Penalty: 5081.299805
	Iteration 55Q: 3 clusters Score -5469171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -5469178.500000 Penalty: 5081.299805
	Iteration 56Q: 3 clusters Score -5469178 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -5469174.500000 Penalty: 5081.299805
	Iteration 57Q: 3 clusters Score -5469174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -5469176.500000 Penalty: 5081.299805
	Iteration 58Q: 3 clusters Score -5469176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -5469182.000000 Penalty: 5081.299805
	Iteration 59Q: 3 clusters Score -5469182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -5469176.500000 Penalty: 5081.299805
	Iteration 60F: 3 clusters Score -5469176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -5469160.000000 Penalty: 5081.299805
	Iteration 61Q: 3 clusters Score -5469160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -5469177.000000 Penalty: 5081.299805
	Iteration 62Q: 3 clusters Score -5469177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -5469186.000000 Penalty: 5081.299805
	Iteration 63Q: 3 clusters Score -5469186 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -5469194.000000 Penalty: 5081.299805
	Iteration 64Q: 3 clusters Score -5469194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -5469201.000000 Penalty: 5081.299805
	Iteration 65Q: 3 clusters Score -5469201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -5469194.500000 Penalty: 5081.299805
	Iteration 66Q: 3 clusters Score -5469194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -5469196.000000 Penalty: 5081.299805
	Iteration 67Q: 3 clusters Score -5469196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -5469195.500000 Penalty: 5081.299805
	Iteration 68Q: 3 clusters Score -5469196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -5469208.000000 Penalty: 5081.299805
	Iteration 69Q: 3 clusters Score -5469208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -5469203.000000 Penalty: 5081.299805
	Iteration 70Q: 3 clusters Score -5469203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -5469206.000000 Penalty: 5081.299805
	Iteration 71Q: 3 clusters Score -5469206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -5469209.000000 Penalty: 5081.299805
	Iteration 72Q: 3 clusters Score -5469209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -5469219.500000 Penalty: 5081.299805
	Iteration 73Q: 3 clusters Score -5469220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -5469220.500000 Penalty: 5081.299805
	Iteration 74Q: 3 clusters Score -5469220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -5469224.500000 Penalty: 5081.299805
	Iteration 75Q: 3 clusters Score -5469224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -5469221.000000 Penalty: 5081.299805
	Iteration 76Q: 3 clusters Score -5469221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -5469221.000000 Penalty: 5081.299805
	Iteration 77Q: 3 clusters Score -5469221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -5469228.000000 Penalty: 5081.299805
	Iteration 78Q: 3 clusters Score -5469228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -5469222.000000 Penalty: 5081.299805
	Iteration 79Q: 3 clusters Score -5469222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -5469218.500000 Penalty: 5081.299805
	Iteration 80F: 3 clusters Score -5469218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -5469222.000000 Penalty: 5081.299805
	Iteration 81Q: 3 clusters Score -5469222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -5469218.500000 Penalty: 5081.299805
	Iteration 82Q: 3 clusters Score -5469218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -5469223.000000 Penalty: 5081.299805
	Iteration 83Q: 3 clusters Score -5469223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -5469223.000000 Penalty: 5081.299805
	Iteration 84Q: 3 clusters Score -5469223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -5469230.000000 Penalty: 5081.299805
	Iteration 85Q: 3 clusters Score -5469230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -5469231.000000 Penalty: 5081.299805
	Iteration 86Q: 3 clusters Score -5469231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -5469228.500000 Penalty: 5081.299805
	Iteration 87Q: 3 clusters Score -5469228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -5469241.000000 Penalty: 5081.299805
	Iteration 88Q: 3 clusters Score -5469241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -5469234.000000 Penalty: 5081.299805
	Iteration 89Q: 3 clusters Score -5469234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -5469243.000000 Penalty: 5081.299805
	Iteration 90Q: 3 clusters Score -5469243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -5469240.500000 Penalty: 5081.299805
	Iteration 91Q: 3 clusters Score -5469240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -5469237.500000 Penalty: 5081.299805
	Iteration 92Q: 3 clusters Score -5469238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -5469242.500000 Penalty: 5081.299805
	Iteration 93Q: 3 clusters Score -5469242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -5469246.000000 Penalty: 5081.299805
	Iteration 94Q: 3 clusters Score -5469246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -5469250.000000 Penalty: 5081.299805
	Iteration 95Q: 3 clusters Score -5469250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -5469255.500000 Penalty: 5081.299805
	Iteration 96Q: 3 clusters Score -5469256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -5469262.000000 Penalty: 5081.299805
	Iteration 97Q: 3 clusters Score -5469262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -5469254.500000 Penalty: 5081.299805
	Iteration 98Q: 3 clusters Score -5469254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -5469255.000000 Penalty: 5081.299805
	Iteration 99Q: 3 clusters Score -5469255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -5469255.500000 Penalty: 5081.299805
	Iteration 100F: 3 clusters Score -5469256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -5469248.500000 Penalty: 5081.299805
	Iteration 101Q: 3 clusters Score -5469248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -5469256.000000 Penalty: 5081.299805
	Iteration 102Q: 3 clusters Score -5469256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -5469250.000000 Penalty: 5081.299805
	Iteration 103Q: 3 clusters Score -5469250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -5469249.000000 Penalty: 5081.299805
	Iteration 104Q: 3 clusters Score -5469249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -5469239.000000 Penalty: 5081.299805
	Iteration 105Q: 3 clusters Score -5469239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -5469239.500000 Penalty: 5081.299805
	Iteration 106Q: 3 clusters Score -5469240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -5469244.000000 Penalty: 5081.299805
	Iteration 107Q: 3 clusters Score -5469244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -5469246.000000 Penalty: 5081.299805
	Iteration 108Q: 3 clusters Score -5469246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -5469250.500000 Penalty: 5081.299805
	Iteration 109Q: 3 clusters Score -5469250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -5469249.000000 Penalty: 5081.299805
	Iteration 110Q: 3 clusters Score -5469249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -5469254.000000 Penalty: 5081.299805
	Iteration 111Q: 3 clusters Score -5469254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -5469255.500000 Penalty: 5081.299805
	Iteration 112Q: 3 clusters Score -5469256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -5469252.000000 Penalty: 5081.299805
	Iteration 113Q: 3 clusters Score -5469252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -5469249.500000 Penalty: 5081.299805
	Iteration 114Q: 3 clusters Score -5469250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -5469255.000000 Penalty: 5081.299805
	Iteration 115Q: 3 clusters Score -5469255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -5469254.000000 Penalty: 5081.299805
	Iteration 116Q: 3 clusters Score -5469254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -5469256.500000 Penalty: 5081.299805
	Iteration 117Q: 3 clusters Score -5469256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -5469265.500000 Penalty: 5081.299805
	Iteration 118Q: 3 clusters Score -5469266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -5469270.000000 Penalty: 5081.299805
	Iteration 119Q: 3 clusters Score -5469270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -5469260.500000 Penalty: 5081.299805
	Iteration 120F: 3 clusters Score -5469260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -5469275.000000 Penalty: 5081.299805
	Iteration 121Q: 3 clusters Score -5469275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -5469275.000000 Penalty: 5081.299805
	Iteration 122Q: 3 clusters Score -5469275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -5469276.500000 Penalty: 5081.299805
	Iteration 123Q: 3 clusters Score -5469276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -5469276.000000 Penalty: 5081.299805
	Iteration 124Q: 3 clusters Score -5469276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -5469264.500000 Penalty: 5081.299805
	Iteration 125Q: 3 clusters Score -5469264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -5469261.000000 Penalty: 5081.299805
	Iteration 126Q: 3 clusters Score -5469261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -5469259.000000 Penalty: 5081.299805
	Iteration 127Q: 3 clusters Score -5469259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -5469264.500000 Penalty: 5081.299805
	Iteration 128Q: 3 clusters Score -5469264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -5469261.500000 Penalty: 5081.299805
	Iteration 129Q: 3 clusters Score -5469262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -5469266.500000 Penalty: 5081.299805
	Iteration 130Q: 3 clusters Score -5469266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -5469263.000000 Penalty: 5081.299805
	Iteration 131Q: 3 clusters Score -5469263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -5469252.000000 Penalty: 5081.299805
	Iteration 132Q: 3 clusters Score -5469252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5469260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -5469267.500000 Penalty: 5081.299805
	Iteration 134Q: 3 clusters Score -5469268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -5469269.500000 Penalty: 5081.299805
	Iteration 135Q: 3 clusters Score -5469270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5469270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5469270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -5469273.000000 Penalty: 5081.299805
	Iteration 138Q: 3 clusters Score -5469273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -5469267.500000 Penalty: 5081.299805
	Iteration 139Q: 3 clusters Score -5469268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -5469252.000000 Penalty: 5081.299805
	Iteration 140F: 3 clusters Score -5469252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -5469253.000000 Penalty: 5081.299805
	Iteration 141Q: 3 clusters Score -5469253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5469260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -5469261.500000 Penalty: 5081.299805
	Iteration 143Q: 3 clusters Score -5469262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5469266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5469270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5469276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5469273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -5469273.000000 Penalty: 5081.299805
	Iteration 148Q: 3 clusters Score -5469273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -5469278.500000 Penalty: 5081.299805
	Iteration 149Q: 3 clusters Score -5469278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -5469277.500000 Penalty: 5081.299805
	Iteration 150Q: 3 clusters Score -5469278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -5469279.500000 Penalty: 5081.299805
	Iteration 151Q: 3 clusters Score -5469280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -5469274.000000 Penalty: 5081.299805
	Iteration 152Q: 3 clusters Score -5469274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -5469269.000000 Penalty: 5081.299805
	Iteration 153Q: 3 clusters Score -5469269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -5469276.500000 Penalty: 5081.299805
	Iteration 154Q: 3 clusters Score -5469276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -5469282.500000 Penalty: 5081.299805
	Iteration 155Q: 3 clusters Score -5469282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -5469293.000000 Penalty: 5081.299805
	Iteration 156Q: 3 clusters Score -5469293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -5469288.000000 Penalty: 5081.299805
	Iteration 157Q: 3 clusters Score -5469288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -5469292.000000 Penalty: 5081.299805
	Iteration 158Q: 3 clusters Score -5469292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -5469292.000000 Penalty: 5081.299805
	Iteration 159F: 3 clusters Score -5469292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Entering Unmasked Estep 
Score: -849023.687500 Penalty: 2095.011963
	Iteration 0F: 2 clusters Score -849023.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -844738.125000 Penalty: 4190.023926
	Iteration 0F: 3 clusters Score -844738.1 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -845974.500000 Penalty: 4190.023926
	Iteration 1F: 3 clusters Score -845974.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -846366.500000 Penalty: 4190.023926
	Iteration 2F: 3 clusters Score -846366.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -846673.312500 Penalty: 4190.023926
	Iteration 3F: 3 clusters Score -846673.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -846913.250000 Penalty: 4190.023926
	Iteration 4F: 3 clusters Score -846913.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -847117.312500 Penalty: 4190.023926
	Iteration 5Q: 3 clusters Score -847117.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -847321.375000 Penalty: 4190.023926
	Iteration 6Q: 3 clusters Score -847321.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -847509.187500 Penalty: 4190.023926
	Iteration 7Q: 3 clusters Score -847509.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -847681.500000 Penalty: 4190.023926
	Iteration 8Q: 3 clusters Score -847681.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -847842.625000 Penalty: 4190.023926
	Iteration 9Q: 3 clusters Score -847842.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -847996.187500 Penalty: 4190.023926
	Iteration 10Q: 3 clusters Score -847996.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -848158.250000 Penalty: 4190.023926
	Iteration 11Q: 3 clusters Score -848158.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -848323.750000 Penalty: 4190.023926
	Iteration 12Q: 3 clusters Score -848323.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -848437.625000 Penalty: 4190.023926
	Iteration 13Q: 3 clusters Score -848437.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -848517.687500 Penalty: 4190.023926
	Iteration 14Q: 3 clusters Score -848517.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -848575.312500 Penalty: 4190.023926
	Iteration 15Q: 3 clusters Score -848575.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -848617.625000 Penalty: 4190.023926
	Iteration 16Q: 3 clusters Score -848617.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -848639.000000 Penalty: 4190.023926
	Iteration 17Q: 3 clusters Score -848639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -848655.937500 Penalty: 4190.023926
	Iteration 18Q: 3 clusters Score -848655.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -848665.687500 Penalty: 4190.023926
	Iteration 19Q: 3 clusters Score -848665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -848679.437500 Penalty: 4190.023926
	Iteration 20F: 3 clusters Score -848679.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -848695.812500 Penalty: 4190.023926
	Iteration 21Q: 3 clusters Score -848695.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -848705.625000 Penalty: 4190.023926
	Iteration 22Q: 3 clusters Score -848705.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -848714.062500 Penalty: 4190.023926
	Iteration 23Q: 3 clusters Score -848714.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -848720.312500 Penalty: 4190.023926
	Iteration 24Q: 3 clusters Score -848720.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -848720.312500 Penalty: 4190.023926
	Iteration 25F: 3 clusters Score -848720.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -58268.097656 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -58268.1 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 190 members 
Entering Unmasked Estep 
Score: -57082.152344 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -57082.15 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -57417.019531 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -57417.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -57580.980469 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -57580.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -57750.042969 Penalty: 2922.255371
	Iteration 3F: 3 clusters Score -57750.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -57843.714844 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -57843.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -57898.136719 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -57898.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -57930.500000 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -57930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -57938.074219 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -57938.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -57938.074219 Penalty: 2922.255371
	Iteration 8F: 3 clusters Score -57938.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Entering Unmasked Estep 
Score: -3107178.000000 Penalty: 2376.756348
	Iteration 0F: 2 clusters Score -3107178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3097102.000000 Penalty: 4753.512695
	Iteration 0F: 3 clusters Score -3097102 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3100379.000000 Penalty: 4753.512695
	Iteration 1F: 3 clusters Score -3100379 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3100898.500000 Penalty: 4753.512695
	Iteration 2F: 3 clusters Score -3100898 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3101396.750000 Penalty: 4753.512695
	Iteration 3F: 3 clusters Score -3101397 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3101945.500000 Penalty: 4753.512695
	Iteration 4F: 3 clusters Score -3101946 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3102559.750000 Penalty: 4753.512695
	Iteration 5F: 3 clusters Score -3102560 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3103195.500000 Penalty: 4753.512695
	Iteration 6F: 3 clusters Score -3103196 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3103883.250000 Penalty: 4753.512695
	Iteration 7F: 3 clusters Score -3103883 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3104534.000000 Penalty: 4753.512695
	Iteration 8F: 3 clusters Score -3104534 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3105041.250000 Penalty: 4753.512695
	Iteration 9Q: 3 clusters Score -3105041 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3105352.500000 Penalty: 4753.512695
	Iteration 10Q: 3 clusters Score -3105352 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3105497.500000 Penalty: 4753.512695
	Iteration 11Q: 3 clusters Score -3105498 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3105574.500000 Penalty: 4753.512695
	Iteration 12Q: 3 clusters Score -3105574 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3105593.250000 Penalty: 4753.512695
	Iteration 13Q: 3 clusters Score -3105593 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -3105605.250000 Penalty: 4753.512695
	Iteration 14Q: 3 clusters Score -3105605 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -3105636.250000 Penalty: 4753.512695
	Iteration 15Q: 3 clusters Score -3105636 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3105662.500000 Penalty: 4753.512695
	Iteration 16Q: 3 clusters Score -3105662 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3105670.750000 Penalty: 4753.512695
	Iteration 17Q: 3 clusters Score -3105671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3105684.250000 Penalty: 4753.512695
	Iteration 18Q: 3 clusters Score -3105684 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3105688.750000 Penalty: 4753.512695
	Iteration 19Q: 3 clusters Score -3105689 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3105690.500000 Penalty: 4753.512695
	Iteration 20F: 3 clusters Score -3105690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3105682.500000 Penalty: 4753.512695
	Iteration 21Q: 3 clusters Score -3105682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3105689.500000 Penalty: 4753.512695
	Iteration 22Q: 3 clusters Score -3105690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3105688.250000 Penalty: 4753.512695
	Iteration 23Q: 3 clusters Score -3105688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3105692.000000 Penalty: 4753.512695
	Iteration 24Q: 3 clusters Score -3105692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3105681.500000 Penalty: 4753.512695
	Iteration 25Q: 3 clusters Score -3105682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3105691.250000 Penalty: 4753.512695
	Iteration 26Q: 3 clusters Score -3105691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3105691.000000 Penalty: 4753.512695
	Iteration 27Q: 3 clusters Score -3105691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3105683.250000 Penalty: 4753.512695
	Iteration 28Q: 3 clusters Score -3105683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3105684.750000 Penalty: 4753.512695
	Iteration 29Q: 3 clusters Score -3105685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -3105680.500000 Penalty: 4753.512695
	Iteration 30Q: 3 clusters Score -3105680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -3105680.250000 Penalty: 4753.512695
	Iteration 31Q: 3 clusters Score -3105680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3105679.500000 Penalty: 4753.512695
	Iteration 32Q: 3 clusters Score -3105680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -3105683.000000 Penalty: 4753.512695
	Iteration 33Q: 3 clusters Score -3105683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3105679.250000 Penalty: 4753.512695
	Iteration 34Q: 3 clusters Score -3105679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3105683.000000 Penalty: 4753.512695
	Iteration 35Q: 3 clusters Score -3105683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3105688.250000 Penalty: 4753.512695
	Iteration 36Q: 3 clusters Score -3105688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -3105684.500000 Penalty: 4753.512695
	Iteration 37Q: 3 clusters Score -3105684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3105681.250000 Penalty: 4753.512695
	Iteration 38Q: 3 clusters Score -3105681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3105681.250000 Penalty: 4753.512695
	Iteration 39Q: 3 clusters Score -3105681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3105678.000000 Penalty: 4753.512695
	Iteration 40F: 3 clusters Score -3105678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3105678.250000 Penalty: 4753.512695
	Iteration 41Q: 3 clusters Score -3105678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -3105674.750000 Penalty: 4753.512695
	Iteration 42Q: 3 clusters Score -3105675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3105671.250000 Penalty: 4753.512695
	Iteration 43Q: 3 clusters Score -3105671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3105673.250000 Penalty: 4753.512695
	Iteration 44Q: 3 clusters Score -3105673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3105668.750000 Penalty: 4753.512695
	Iteration 45Q: 3 clusters Score -3105669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3105668.500000 Penalty: 4753.512695
	Iteration 46Q: 3 clusters Score -3105668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3105670.000000 Penalty: 4753.512695
	Iteration 47Q: 3 clusters Score -3105670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3105668.500000 Penalty: 4753.512695
	Iteration 48Q: 3 clusters Score -3105668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3105669.500000 Penalty: 4753.512695
	Iteration 49Q: 3 clusters Score -3105670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3105668.750000 Penalty: 4753.512695
	Iteration 50Q: 3 clusters Score -3105669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3105665.250000 Penalty: 4753.512695
	Iteration 51Q: 3 clusters Score -3105665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3105656.750000 Penalty: 4753.512695
	Iteration 52Q: 3 clusters Score -3105657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3105662.750000 Penalty: 4753.512695
	Iteration 53Q: 3 clusters Score -3105663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3105661.750000 Penalty: 4753.512695
	Iteration 54Q: 3 clusters Score -3105662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3105660.250000 Penalty: 4753.512695
	Iteration 55Q: 3 clusters Score -3105660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3105658.250000 Penalty: 4753.512695
	Iteration 56Q: 3 clusters Score -3105658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3105658.250000 Penalty: 4753.512695
	Iteration 57Q: 3 clusters Score -3105658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -3105655.250000 Penalty: 4753.512695
	Iteration 58Q: 3 clusters Score -3105655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3105656.750000 Penalty: 4753.512695
	Iteration 59Q: 3 clusters Score -3105657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3105660.000000 Penalty: 4753.512695
	Iteration 60F: 3 clusters Score -3105660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3105657.250000 Penalty: 4753.512695
	Iteration 61Q: 3 clusters Score -3105657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3105659.500000 Penalty: 4753.512695
	Iteration 62Q: 3 clusters Score -3105660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -3105661.250000 Penalty: 4753.512695
	Iteration 63Q: 3 clusters Score -3105661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3105659.250000 Penalty: 4753.512695
	Iteration 64Q: 3 clusters Score -3105659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3105664.000000 Penalty: 4753.512695
	Iteration 65Q: 3 clusters Score -3105664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3105661.000000 Penalty: 4753.512695
	Iteration 66Q: 3 clusters Score -3105661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3105658.500000 Penalty: 4753.512695
	Iteration 67Q: 3 clusters Score -3105658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3105661.250000 Penalty: 4753.512695
	Iteration 68Q: 3 clusters Score -3105661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3105659.000000 Penalty: 4753.512695
	Iteration 69Q: 3 clusters Score -3105659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -3105660.500000 Penalty: 4753.512695
	Iteration 70Q: 3 clusters Score -3105660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -3105657.750000 Penalty: 4753.512695
	Iteration 71Q: 3 clusters Score -3105658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -3105657.250000 Penalty: 4753.512695
	Iteration 72Q: 3 clusters Score -3105657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3105660.750000 Penalty: 4753.512695
	Iteration 73Q: 3 clusters Score -3105661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3105661.750000 Penalty: 4753.512695
	Iteration 74Q: 3 clusters Score -3105662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3105660.250000 Penalty: 4753.512695
	Iteration 75Q: 3 clusters Score -3105660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3105656.750000 Penalty: 4753.512695
	Iteration 76Q: 3 clusters Score -3105657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3105659.250000 Penalty: 4753.512695
	Iteration 77Q: 3 clusters Score -3105659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3105658.250000 Penalty: 4753.512695
	Iteration 78Q: 3 clusters Score -3105658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3105656.000000 Penalty: 4753.512695
	Iteration 79Q: 3 clusters Score -3105656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3105656.000000 Penalty: 4753.512695
	Iteration 80F: 3 clusters Score -3105656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -424659.187500 Penalty: 1909.448608
	Iteration 0F: 2 clusters Score -424659.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -421957.406250 Penalty: 3818.897217
	Iteration 0F: 3 clusters Score -421957.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -422560.468750 Penalty: 3818.897217
	Iteration 1F: 3 clusters Score -422560.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -422836.531250 Penalty: 3818.897217
	Iteration 2F: 3 clusters Score -422836.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -423054.218750 Penalty: 3818.897217
	Iteration 3F: 3 clusters Score -423054.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -423221.156250 Penalty: 3818.897217
	Iteration 4F: 3 clusters Score -423221.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -423376.843750 Penalty: 3818.897217
	Iteration 5F: 3 clusters Score -423376.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -423440.093750 Penalty: 3818.897217
	Iteration 6Q: 3 clusters Score -423440.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -423480.937500 Penalty: 3818.897217
	Iteration 7Q: 3 clusters Score -423480.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -423511.843750 Penalty: 3818.897217
	Iteration 8Q: 3 clusters Score -423511.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -423528.687500 Penalty: 3818.897217
	Iteration 9Q: 3 clusters Score -423528.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -423542.250000 Penalty: 3818.897217
	Iteration 10Q: 3 clusters Score -423542.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -423557.500000 Penalty: 3818.897217
	Iteration 11Q: 3 clusters Score -423557.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -423568.062500 Penalty: 3818.897217
	Iteration 12Q: 3 clusters Score -423568.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -423582.093750 Penalty: 3818.897217
	Iteration 13Q: 3 clusters Score -423582.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -423591.937500 Penalty: 3818.897217
	Iteration 14Q: 3 clusters Score -423591.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -423597.093750 Penalty: 3818.897217
	Iteration 15Q: 3 clusters Score -423597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -423601.906250 Penalty: 3818.897217
	Iteration 16Q: 3 clusters Score -423601.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -423605.156250 Penalty: 3818.897217
	Iteration 17Q: 3 clusters Score -423605.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -423608.437500 Penalty: 3818.897217
	Iteration 18Q: 3 clusters Score -423608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -423610.437500 Penalty: 3818.897217
	Iteration 19Q: 3 clusters Score -423610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -423610.625000 Penalty: 3818.897217
	Iteration 20F: 3 clusters Score -423610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -423613.031250 Penalty: 3818.897217
	Iteration 21Q: 3 clusters Score -423613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -423616.843750 Penalty: 3818.897217
	Iteration 22Q: 3 clusters Score -423616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -423618.218750 Penalty: 3818.897217
	Iteration 23Q: 3 clusters Score -423618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -423620.500000 Penalty: 3818.897217
	Iteration 24Q: 3 clusters Score -423620.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -423621.937500 Penalty: 3818.897217
	Iteration 25Q: 3 clusters Score -423621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -423623.093750 Penalty: 3818.897217
	Iteration 26Q: 3 clusters Score -423623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -423624.906250 Penalty: 3818.897217
	Iteration 27Q: 3 clusters Score -423624.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -423628.125000 Penalty: 3818.897217
	Iteration 28Q: 3 clusters Score -423628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -423629.593750 Penalty: 3818.897217
	Iteration 29Q: 3 clusters Score -423629.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -423629.593750 Penalty: 3818.897217
	Iteration 30F: 3 clusters Score -423629.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -956714.625000 Penalty: 2111.817139
	Iteration 0F: 2 clusters Score -956714.6 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 2481 members 
Entering Unmasked Estep 
Score: -952194.500000 Penalty: 4223.634277
	Iteration 0F: 3 clusters Score -952194.5 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -953332.625000 Penalty: 4223.634277
	Iteration 1F: 3 clusters Score -953332.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -953559.687500 Penalty: 4223.634277
	Iteration 2F: 3 clusters Score -953559.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -953758.187500 Penalty: 4223.634277
	Iteration 3F: 3 clusters Score -953758.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -953911.375000 Penalty: 4223.634277
	Iteration 4Q: 3 clusters Score -953911.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -954030.812500 Penalty: 4223.634277
	Iteration 5Q: 3 clusters Score -954030.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -954157.562500 Penalty: 4223.634277
	Iteration 6Q: 3 clusters Score -954157.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -954285.250000 Penalty: 4223.634277
	Iteration 7Q: 3 clusters Score -954285.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -954417.000000 Penalty: 4223.634277
	Iteration 8Q: 3 clusters Score -954417 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -954538.625000 Penalty: 4223.634277
	Iteration 9Q: 3 clusters Score -954538.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -954643.687500 Penalty: 4223.634277
	Iteration 10Q: 3 clusters Score -954643.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -954731.875000 Penalty: 4223.634277
	Iteration 11Q: 3 clusters Score -954731.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -954821.687500 Penalty: 4223.634277
	Iteration 12Q: 3 clusters Score -954821.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -954905.062500 Penalty: 4223.634277
	Iteration 13Q: 3 clusters Score -954905.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -954984.125000 Penalty: 4223.634277
	Iteration 14Q: 3 clusters Score -954984.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -955044.187500 Penalty: 4223.634277
	Iteration 15Q: 3 clusters Score -955044.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -955084.437500 Penalty: 4223.634277
	Iteration 16Q: 3 clusters Score -955084.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -955124.000000 Penalty: 4223.634277
	Iteration 17Q: 3 clusters Score -955124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -955149.562500 Penalty: 4223.634277
	Iteration 18Q: 3 clusters Score -955149.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -955165.312500 Penalty: 4223.634277
	Iteration 19Q: 3 clusters Score -955165.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -955180.562500 Penalty: 4223.634277
	Iteration 20F: 3 clusters Score -955180.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -955191.562500 Penalty: 4223.634277
	Iteration 21Q: 3 clusters Score -955191.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -955203.875000 Penalty: 4223.634277
	Iteration 22Q: 3 clusters Score -955203.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -955217.375000 Penalty: 4223.634277
	Iteration 23Q: 3 clusters Score -955217.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -955227.062500 Penalty: 4223.634277
	Iteration 24Q: 3 clusters Score -955227.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -955237.687500 Penalty: 4223.634277
	Iteration 25Q: 3 clusters Score -955237.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -955247.000000 Penalty: 4223.634277
	Iteration 26Q: 3 clusters Score -955247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -955257.937500 Penalty: 4223.634277
	Iteration 27Q: 3 clusters Score -955257.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -955266.312500 Penalty: 4223.634277
	Iteration 28Q: 3 clusters Score -955266.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -955271.937500 Penalty: 4223.634277
	Iteration 29Q: 3 clusters Score -955271.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -955278.812500 Penalty: 4223.634277
	Iteration 30Q: 3 clusters Score -955278.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -955284.687500 Penalty: 4223.634277
	Iteration 31Q: 3 clusters Score -955284.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -955290.437500 Penalty: 4223.634277
	Iteration 32Q: 3 clusters Score -955290.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -955292.562500 Penalty: 4223.634277
	Iteration 33Q: 3 clusters Score -955292.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -955298.500000 Penalty: 4223.634277
	Iteration 34Q: 3 clusters Score -955298.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -955304.750000 Penalty: 4223.634277
	Iteration 35Q: 3 clusters Score -955304.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -955310.062500 Penalty: 4223.634277
	Iteration 36Q: 3 clusters Score -955310.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -955309.125000 Penalty: 4223.634277
	Iteration 37Q: 3 clusters Score -955309.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -955311.250000 Penalty: 4223.634277
	Iteration 38Q: 3 clusters Score -955311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -955312.500000 Penalty: 4223.634277
	Iteration 39Q: 3 clusters Score -955312.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -955314.750000 Penalty: 4223.634277
	Iteration 40F: 3 clusters Score -955314.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -955315.125000 Penalty: 4223.634277
	Iteration 41Q: 3 clusters Score -955315.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -955318.250000 Penalty: 4223.634277
	Iteration 42Q: 3 clusters Score -955318.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -955322.375000 Penalty: 4223.634277
	Iteration 43Q: 3 clusters Score -955322.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -955325.437500 Penalty: 4223.634277
	Iteration 44Q: 3 clusters Score -955325.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -955331.437500 Penalty: 4223.634277
	Iteration 45Q: 3 clusters Score -955331.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -955333.437500 Penalty: 4223.634277
	Iteration 46Q: 3 clusters Score -955333.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -955333.750000 Penalty: 4223.634277
	Iteration 47Q: 3 clusters Score -955333.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -955335.875000 Penalty: 4223.634277
	Iteration 48Q: 3 clusters Score -955335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -955335.750000 Penalty: 4223.634277
	Iteration 49Q: 3 clusters Score -955335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -955336.125000 Penalty: 4223.634277
	Iteration 50Q: 3 clusters Score -955336.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -955337.375000 Penalty: 4223.634277
	Iteration 51Q: 3 clusters Score -955337.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -955338.687500 Penalty: 4223.634277
	Iteration 52Q: 3 clusters Score -955338.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -955340.875000 Penalty: 4223.634277
	Iteration 53Q: 3 clusters Score -955340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -955340.500000 Penalty: 4223.634277
	Iteration 54Q: 3 clusters Score -955340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -955340.500000 Penalty: 4223.634277
	Iteration 55Q: 3 clusters Score -955340.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -955340.500000 Penalty: 4223.634277
	Iteration 56F: 3 clusters Score -955340.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -52259.222656 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -52259.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51009.710938 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -51009.71 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51269.167969 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -51269.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51425.902344 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -51425.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51493.257812 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -51493.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51567.648438 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -51567.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51573.480469 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -51573.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51587.132812 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -51587.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51614.195312 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -51614.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51630.226562 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -51630.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51652.257812 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -51652.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51665.312500 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -51665.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51667.304688 Penalty: 2982.802734
	Iteration 11Q: 3 clusters Score -51667.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51670.218750 Penalty: 2982.802734
	Iteration 12F: 3 clusters Score -51670.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51688.058594 Penalty: 2982.802734
	Iteration 13Q: 3 clusters Score -51688.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51691.867188 Penalty: 2982.802734
	Iteration 14Q: 3 clusters Score -51691.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51693.160156 Penalty: 2982.802734
	Iteration 15Q: 3 clusters Score -51693.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51695.730469 Penalty: 2982.802734
	Iteration 16Q: 3 clusters Score -51695.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51695.730469 Penalty: 2982.802734
	Iteration 17F: 3 clusters Score -51695.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Entering Unmasked Estep 
Score: -1244264.875000 Penalty: 2179.079102
	Iteration 0F: 2 clusters Score -1244265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1238824.750000 Penalty: 4358.158203
	Iteration 0F: 3 clusters Score -1238825 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1240564.750000 Penalty: 4358.158203
	Iteration 1F: 3 clusters Score -1240565 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1241282.375000 Penalty: 4358.158203
	Iteration 2F: 3 clusters Score -1241282 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1241961.375000 Penalty: 4358.158203
	Iteration 3F: 3 clusters Score -1241961 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1242475.000000 Penalty: 4358.158203
	Iteration 4F: 3 clusters Score -1242475 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1242776.250000 Penalty: 4358.158203
	Iteration 5F: 3 clusters Score -1242776 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1242969.000000 Penalty: 4358.158203
	Iteration 6Q: 3 clusters Score -1242969 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1243109.000000 Penalty: 4358.158203
	Iteration 7Q: 3 clusters Score -1243109 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1243206.750000 Penalty: 4358.158203
	Iteration 8Q: 3 clusters Score -1243207 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1243272.000000 Penalty: 4358.158203
	Iteration 9Q: 3 clusters Score -1243272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1243313.250000 Penalty: 4358.158203
	Iteration 10Q: 3 clusters Score -1243313 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1243336.625000 Penalty: 4358.158203
	Iteration 11Q: 3 clusters Score -1243337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1243356.750000 Penalty: 4358.158203
	Iteration 12Q: 3 clusters Score -1243357 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1243377.875000 Penalty: 4358.158203
	Iteration 13Q: 3 clusters Score -1243378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1243396.500000 Penalty: 4358.158203
	Iteration 14Q: 3 clusters Score -1243396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1243408.500000 Penalty: 4358.158203
	Iteration 15Q: 3 clusters Score -1243408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1243424.250000 Penalty: 4358.158203
	Iteration 16Q: 3 clusters Score -1243424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1243435.625000 Penalty: 4358.158203
	Iteration 17Q: 3 clusters Score -1243436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1243445.250000 Penalty: 4358.158203
	Iteration 18Q: 3 clusters Score -1243445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1243452.750000 Penalty: 4358.158203
	Iteration 19Q: 3 clusters Score -1243453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1243463.375000 Penalty: 4358.158203
	Iteration 20F: 3 clusters Score -1243463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1243470.375000 Penalty: 4358.158203
	Iteration 21Q: 3 clusters Score -1243470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1243481.125000 Penalty: 4358.158203
	Iteration 22Q: 3 clusters Score -1243481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1243489.125000 Penalty: 4358.158203
	Iteration 23Q: 3 clusters Score -1243489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1243495.500000 Penalty: 4358.158203
	Iteration 24Q: 3 clusters Score -1243496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1243501.125000 Penalty: 4358.158203
	Iteration 25Q: 3 clusters Score -1243501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1243508.000000 Penalty: 4358.158203
	Iteration 26Q: 3 clusters Score -1243508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1243511.750000 Penalty: 4358.158203
	Iteration 27Q: 3 clusters Score -1243512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1243512.625000 Penalty: 4358.158203
	Iteration 28Q: 3 clusters Score -1243513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1243515.875000 Penalty: 4358.158203
	Iteration 29Q: 3 clusters Score -1243516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1243519.375000 Penalty: 4358.158203
	Iteration 30Q: 3 clusters Score -1243519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1243519.625000 Penalty: 4358.158203
	Iteration 31Q: 3 clusters Score -1243520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1243524.500000 Penalty: 4358.158203
	Iteration 32Q: 3 clusters Score -1243524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1243523.875000 Penalty: 4358.158203
	Iteration 33Q: 3 clusters Score -1243524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1243528.250000 Penalty: 4358.158203
	Iteration 34Q: 3 clusters Score -1243528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1243527.625000 Penalty: 4358.158203
	Iteration 35Q: 3 clusters Score -1243528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1243532.375000 Penalty: 4358.158203
	Iteration 36Q: 3 clusters Score -1243532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1243535.750000 Penalty: 4358.158203
	Iteration 37Q: 3 clusters Score -1243536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1243535.500000 Penalty: 4358.158203
	Iteration 38Q: 3 clusters Score -1243536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1243538.000000 Penalty: 4358.158203
	Iteration 39Q: 3 clusters Score -1243538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1243539.750000 Penalty: 4358.158203
	Iteration 40F: 3 clusters Score -1243540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1243538.625000 Penalty: 4358.158203
	Iteration 41Q: 3 clusters Score -1243539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1243544.375000 Penalty: 4358.158203
	Iteration 42Q: 3 clusters Score -1243544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1243549.000000 Penalty: 4358.158203
	Iteration 43Q: 3 clusters Score -1243549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1243550.375000 Penalty: 4358.158203
	Iteration 44Q: 3 clusters Score -1243550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1243551.375000 Penalty: 4358.158203
	Iteration 45Q: 3 clusters Score -1243551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1243551.375000 Penalty: 4358.158203
	Iteration 46F: 3 clusters Score -1243551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Entering Unmasked Estep 
Score: -2869763.000000 Penalty: 2369.866699
	Iteration 0F: 2 clusters Score -2869763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2859524.250000 Penalty: 4739.733398
	Iteration 0F: 3 clusters Score -2859524 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2862766.250000 Penalty: 4739.733398
	Iteration 1F: 3 clusters Score -2862766 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2863132.750000 Penalty: 4739.733398
	Iteration 2F: 3 clusters Score -2863133 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2863424.750000 Penalty: 4739.733398
	Iteration 3Q: 3 clusters Score -2863425 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2863639.250000 Penalty: 4739.733398
	Iteration 4Q: 3 clusters Score -2863639 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2863832.500000 Penalty: 4739.733398
	Iteration 5Q: 3 clusters Score -2863832 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2864022.750000 Penalty: 4739.733398
	Iteration 6Q: 3 clusters Score -2864023 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2864235.000000 Penalty: 4739.733398
	Iteration 7Q: 3 clusters Score -2864235 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2864476.500000 Penalty: 4739.733398
	Iteration 8Q: 3 clusters Score -2864476 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2864815.500000 Penalty: 4739.733398
	Iteration 9Q: 3 clusters Score -2864816 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2865268.000000 Penalty: 4739.733398
	Iteration 10Q: 3 clusters Score -2865268 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2865826.250000 Penalty: 4739.733398
	Iteration 11F: 3 clusters Score -2865826 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2866351.500000 Penalty: 4739.733398
	Iteration 12Q: 3 clusters Score -2866352 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2866754.250000 Penalty: 4739.733398
	Iteration 13Q: 3 clusters Score -2866754 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2867074.500000 Penalty: 4739.733398
	Iteration 14Q: 3 clusters Score -2867074 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2867305.250000 Penalty: 4739.733398
	Iteration 15Q: 3 clusters Score -2867305 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2867441.250000 Penalty: 4739.733398
	Iteration 16Q: 3 clusters Score -2867441 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2867525.750000 Penalty: 4739.733398
	Iteration 17Q: 3 clusters Score -2867526 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2867578.500000 Penalty: 4739.733398
	Iteration 18Q: 3 clusters Score -2867578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2867613.000000 Penalty: 4739.733398
	Iteration 19Q: 3 clusters Score -2867613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2867644.750000 Penalty: 4739.733398
	Iteration 20F: 3 clusters Score -2867645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2867655.250000 Penalty: 4739.733398
	Iteration 21Q: 3 clusters Score -2867655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2867663.000000 Penalty: 4739.733398
	Iteration 22Q: 3 clusters Score -2867663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2867666.500000 Penalty: 4739.733398
	Iteration 23Q: 3 clusters Score -2867666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2867670.250000 Penalty: 4739.733398
	Iteration 24Q: 3 clusters Score -2867670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2867673.500000 Penalty: 4739.733398
	Iteration 25Q: 3 clusters Score -2867674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2867677.000000 Penalty: 4739.733398
	Iteration 26Q: 3 clusters Score -2867677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2867678.000000 Penalty: 4739.733398
	Iteration 27Q: 3 clusters Score -2867678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2867684.250000 Penalty: 4739.733398
	Iteration 28Q: 3 clusters Score -2867684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2867685.000000 Penalty: 4739.733398
	Iteration 29Q: 3 clusters Score -2867685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2867683.250000 Penalty: 4739.733398
	Iteration 30Q: 3 clusters Score -2867683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2867685.500000 Penalty: 4739.733398
	Iteration 31Q: 3 clusters Score -2867686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2867685.500000 Penalty: 4739.733398
	Iteration 32F: 3 clusters Score -2867686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Entering Unmasked Estep 
Score: -979997.937500 Penalty: 2113.303223
	Iteration 0F: 2 clusters Score -979997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -975438.875000 Penalty: 4226.606445
	Iteration 0F: 3 clusters Score -975438.9 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -976614.125000 Penalty: 4226.606445
	Iteration 1F: 3 clusters Score -976614.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -976959.375000 Penalty: 4226.606445
	Iteration 2F: 3 clusters Score -976959.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -977358.625000 Penalty: 4226.606445
	Iteration 3F: 3 clusters Score -977358.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -977736.750000 Penalty: 4226.606445
	Iteration 4F: 3 clusters Score -977736.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -978029.187500 Penalty: 4226.606445
	Iteration 5F: 3 clusters Score -978029.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -978233.187500 Penalty: 4226.606445
	Iteration 6F: 3 clusters Score -978233.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -978406.750000 Penalty: 4226.606445
	Iteration 7Q: 3 clusters Score -978406.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -978565.375000 Penalty: 4226.606445
	Iteration 8Q: 3 clusters Score -978565.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -978708.250000 Penalty: 4226.606445
	Iteration 9Q: 3 clusters Score -978708.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -978830.750000 Penalty: 4226.606445
	Iteration 10Q: 3 clusters Score -978830.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -978977.375000 Penalty: 4226.606445
	Iteration 11Q: 3 clusters Score -978977.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -979081.375000 Penalty: 4226.606445
	Iteration 12Q: 3 clusters Score -979081.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -979147.562500 Penalty: 4226.606445
	Iteration 13Q: 3 clusters Score -979147.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -979191.750000 Penalty: 4226.606445
	Iteration 14Q: 3 clusters Score -979191.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -979222.625000 Penalty: 4226.606445
	Iteration 15Q: 3 clusters Score -979222.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -979253.437500 Penalty: 4226.606445
	Iteration 16Q: 3 clusters Score -979253.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -979274.062500 Penalty: 4226.606445
	Iteration 17Q: 3 clusters Score -979274.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -979285.750000 Penalty: 4226.606445
	Iteration 18Q: 3 clusters Score -979285.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -979290.000000 Penalty: 4226.606445
	Iteration 19Q: 3 clusters Score -979290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -979294.500000 Penalty: 4226.606445
	Iteration 20F: 3 clusters Score -979294.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -979298.500000 Penalty: 4226.606445
	Iteration 21Q: 3 clusters Score -979298.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -979300.250000 Penalty: 4226.606445
	Iteration 22Q: 3 clusters Score -979300.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -979304.062500 Penalty: 4226.606445
	Iteration 23Q: 3 clusters Score -979304.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -979307.437500 Penalty: 4226.606445
	Iteration 24Q: 3 clusters Score -979307.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -979311.250000 Penalty: 4226.606445
	Iteration 25Q: 3 clusters Score -979311.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -979312.062500 Penalty: 4226.606445
	Iteration 26Q: 3 clusters Score -979312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -979312.000000 Penalty: 4226.606445
	Iteration 27Q: 3 clusters Score -979312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -979314.750000 Penalty: 4226.606445
	Iteration 28Q: 3 clusters Score -979314.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -979316.062500 Penalty: 4226.606445
	Iteration 29Q: 3 clusters Score -979316.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -979317.375000 Penalty: 4226.606445
	Iteration 30Q: 3 clusters Score -979317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -979317.562500 Penalty: 4226.606445
	Iteration 31Q: 3 clusters Score -979317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -979318.000000 Penalty: 4226.606445
	Iteration 32Q: 3 clusters Score -979318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -979318.000000 Penalty: 4226.606445
	Iteration 33F: 3 clusters Score -979318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -539313.875000 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -539313.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -536013.312500 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -536013.3 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -536774.687500 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -536774.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -537101.187500 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -537101.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -537446.875000 Penalty: 3974.289795
	Iteration 3F: 3 clusters Score -537446.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -537790.875000 Penalty: 3974.289795
	Iteration 4F: 3 clusters Score -537790.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -538119.312500 Penalty: 3974.289795
	Iteration 5F: 3 clusters Score -538119.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -538379.562500 Penalty: 3974.289795
	Iteration 6F: 3 clusters Score -538379.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -538563.000000 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -538563 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -538668.312500 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -538668.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -538744.812500 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -538744.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -538787.875000 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -538787.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -538824.750000 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -538824.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -538853.687500 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -538853.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -538878.875000 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -538878.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -538899.312500 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -538899.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -538917.562500 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -538917.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -538937.062500 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -538937.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -538950.687500 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -538950.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -538964.250000 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -538964.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -538973.187500 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -538973.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -538977.687500 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -538977.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -538980.625000 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -538980.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -538983.375000 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -538983.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -538984.375000 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -538984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -538985.625000 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -538985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -538987.500000 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -538987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -538989.375000 Penalty: 3974.289795
	Iteration 26Q: 3 clusters Score -538989.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -538990.312500 Penalty: 3974.289795
	Iteration 27Q: 3 clusters Score -538990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -538990.312500 Penalty: 3974.289795
	Iteration 28F: 3 clusters Score -538990.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Entering Unmasked Estep 
Score: -6940531.000000 Penalty: 2598.576904
	Iteration 0F: 2 clusters Score -6940531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -6920237.500000 Penalty: 5197.153809
	Iteration 0F: 3 clusters Score -6920238 nChanged 16214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -6929048.500000 Penalty: 5197.153809
	Iteration 1F: 3 clusters Score -6929048 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -6929552.500000 Penalty: 5197.153809
	Iteration 2Q: 3 clusters Score -6929552 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -6930113.500000 Penalty: 5197.153809
	Iteration 3Q: 3 clusters Score -6930114 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -6930755.000000 Penalty: 5197.153809
	Iteration 4Q: 3 clusters Score -6930755 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -6931460.500000 Penalty: 5197.153809
	Iteration 5F: 3 clusters Score -6931460 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -6932443.500000 Penalty: 5197.153809
	Iteration 6F: 3 clusters Score -6932444 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -6933455.500000 Penalty: 5197.153809
	Iteration 7F: 3 clusters Score -6933456 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -6934451.500000 Penalty: 5197.153809
	Iteration 8Q: 3 clusters Score -6934452 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -6935208.000000 Penalty: 5197.153809
	Iteration 9Q: 3 clusters Score -6935208 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -6935799.000000 Penalty: 5197.153809
	Iteration 10Q: 3 clusters Score -6935799 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -6936262.500000 Penalty: 5197.153809
	Iteration 11Q: 3 clusters Score -6936262 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -6936526.500000 Penalty: 5197.153809
	Iteration 12Q: 3 clusters Score -6936526 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -6936726.500000 Penalty: 5197.153809
	Iteration 13Q: 3 clusters Score -6936726 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -6936869.000000 Penalty: 5197.153809
	Iteration 14Q: 3 clusters Score -6936869 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6936981.500000 Penalty: 5197.153809
	Iteration 15Q: 3 clusters Score -6936982 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -6937069.000000 Penalty: 5197.153809
	Iteration 16Q: 3 clusters Score -6937069 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6937179.000000 Penalty: 5197.153809
	Iteration 17Q: 3 clusters Score -6937179 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6937237.000000 Penalty: 5197.153809
	Iteration 18Q: 3 clusters Score -6937237 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -6937296.500000 Penalty: 5197.153809
	Iteration 19Q: 3 clusters Score -6937296 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -6937349.000000 Penalty: 5197.153809
	Iteration 20F: 3 clusters Score -6937349 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -6937371.500000 Penalty: 5197.153809
	Iteration 21Q: 3 clusters Score -6937372 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -6937394.500000 Penalty: 5197.153809
	Iteration 22Q: 3 clusters Score -6937394 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -6937412.500000 Penalty: 5197.153809
	Iteration 23Q: 3 clusters Score -6937412 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -6937433.500000 Penalty: 5197.153809
	Iteration 24Q: 3 clusters Score -6937434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6937447.500000 Penalty: 5197.153809
	Iteration 25Q: 3 clusters Score -6937448 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6937449.500000 Penalty: 5197.153809
	Iteration 26Q: 3 clusters Score -6937450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6937461.000000 Penalty: 5197.153809
	Iteration 27Q: 3 clusters Score -6937461 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6937456.500000 Penalty: 5197.153809
	Iteration 28Q: 3 clusters Score -6937456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6937454.500000 Penalty: 5197.153809
	Iteration 29Q: 3 clusters Score -6937454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -6937467.500000 Penalty: 5197.153809
	Iteration 30Q: 3 clusters Score -6937468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -6937453.000000 Penalty: 5197.153809
	Iteration 31Q: 3 clusters Score -6937453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6937463.000000 Penalty: 5197.153809
	Iteration 32Q: 3 clusters Score -6937463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -6937461.000000 Penalty: 5197.153809
	Iteration 33Q: 3 clusters Score -6937461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -6937457.500000 Penalty: 5197.153809
	Iteration 34Q: 3 clusters Score -6937458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -6937471.500000 Penalty: 5197.153809
	Iteration 35Q: 3 clusters Score -6937472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -6937462.000000 Penalty: 5197.153809
	Iteration 36Q: 3 clusters Score -6937462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -6937453.500000 Penalty: 5197.153809
	Iteration 37Q: 3 clusters Score -6937454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -6937459.000000 Penalty: 5197.153809
	Iteration 38Q: 3 clusters Score -6937459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -6937446.500000 Penalty: 5197.153809
	Iteration 39Q: 3 clusters Score -6937446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -6937447.000000 Penalty: 5197.153809
	Iteration 40F: 3 clusters Score -6937447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6937452.000000 Penalty: 5197.153809
	Iteration 41Q: 3 clusters Score -6937452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6937450.500000 Penalty: 5197.153809
	Iteration 42Q: 3 clusters Score -6937450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6937453.500000 Penalty: 5197.153809
	Iteration 43Q: 3 clusters Score -6937454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -6937458.000000 Penalty: 5197.153809
	Iteration 44Q: 3 clusters Score -6937458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -6937444.500000 Penalty: 5197.153809
	Iteration 45Q: 3 clusters Score -6937444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6937435.000000 Penalty: 5197.153809
	Iteration 46Q: 3 clusters Score -6937435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -6937441.000000 Penalty: 5197.153809
	Iteration 47Q: 3 clusters Score -6937441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6937439.000000 Penalty: 5197.153809
	Iteration 48Q: 3 clusters Score -6937439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -6937429.000000 Penalty: 5197.153809
	Iteration 49Q: 3 clusters Score -6937429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -6937437.000000 Penalty: 5197.153809
	Iteration 50Q: 3 clusters Score -6937437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -6937441.500000 Penalty: 5197.153809
	Iteration 51Q: 3 clusters Score -6937442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -6937443.500000 Penalty: 5197.153809
	Iteration 52Q: 3 clusters Score -6937444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6937440.500000 Penalty: 5197.153809
	Iteration 53Q: 3 clusters Score -6937440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -6937438.000000 Penalty: 5197.153809
	Iteration 54Q: 3 clusters Score -6937438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6937438.500000 Penalty: 5197.153809
	Iteration 55Q: 3 clusters Score -6937438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -6937454.000000 Penalty: 5197.153809
	Iteration 56Q: 3 clusters Score -6937454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -6937457.500000 Penalty: 5197.153809
	Iteration 57Q: 3 clusters Score -6937458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -6937454.000000 Penalty: 5197.153809
	Iteration 58Q: 3 clusters Score -6937454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6937454.000000 Penalty: 5197.153809
	Iteration 59Q: 3 clusters Score -6937454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6937453.000000 Penalty: 5197.153809
	Iteration 60F: 3 clusters Score -6937453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -6937448.500000 Penalty: 5197.153809
	Iteration 61Q: 3 clusters Score -6937448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6937456.500000 Penalty: 5197.153809
	Iteration 62Q: 3 clusters Score -6937456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -6937451.000000 Penalty: 5197.153809
	Iteration 63Q: 3 clusters Score -6937451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -6937455.000000 Penalty: 5197.153809
	Iteration 64Q: 3 clusters Score -6937455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -6937441.000000 Penalty: 5197.153809
	Iteration 65Q: 3 clusters Score -6937441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6937439.000000 Penalty: 5197.153809
	Iteration 66Q: 3 clusters Score -6937439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6937445.000000 Penalty: 5197.153809
	Iteration 67Q: 3 clusters Score -6937445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6937448.000000 Penalty: 5197.153809
	Iteration 68Q: 3 clusters Score -6937448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -6937432.000000 Penalty: 5197.153809
	Iteration 69Q: 3 clusters Score -6937432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6937423.500000 Penalty: 5197.153809
	Iteration 70Q: 3 clusters Score -6937424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -6937416.000000 Penalty: 5197.153809
	Iteration 71Q: 3 clusters Score -6937416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6937408.000000 Penalty: 5197.153809
	Iteration 72Q: 3 clusters Score -6937408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -6937407.000000 Penalty: 5197.153809
	Iteration 73Q: 3 clusters Score -6937407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6937412.000000 Penalty: 5197.153809
	Iteration 74Q: 3 clusters Score -6937412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -6937421.000000 Penalty: 5197.153809
	Iteration 75Q: 3 clusters Score -6937421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -6937415.500000 Penalty: 5197.153809
	Iteration 76Q: 3 clusters Score -6937416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6937419.500000 Penalty: 5197.153809
	Iteration 77Q: 3 clusters Score -6937420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -6937423.500000 Penalty: 5197.153809
	Iteration 78Q: 3 clusters Score -6937424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -6937415.500000 Penalty: 5197.153809
	Iteration 79Q: 3 clusters Score -6937416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -6937413.500000 Penalty: 5197.153809
	Iteration 80F: 3 clusters Score -6937414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6937411.000000 Penalty: 5197.153809
	Iteration 81Q: 3 clusters Score -6937411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6937413.000000 Penalty: 5197.153809
	Iteration 82Q: 3 clusters Score -6937413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6937413.000000 Penalty: 5197.153809
	Iteration 83F: 3 clusters Score -6937413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -26256.578125 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -26256.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25188.708984 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -25188.71 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25416.523438 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -25416.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25521.490234 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -25521.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25560.054688 Penalty: 2812.260986
	Iteration 3F: 3 clusters Score -25560.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25647.521484 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -25647.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25748.996094 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -25749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25763.896484 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -25763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -25766.589844 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -25766.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -25766.589844 Penalty: 2812.260986
	Iteration 8F: 3 clusters Score -25766.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -127051.679688 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -127051.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -125421.546875 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -125421.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -125759.468750 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -125759.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -125843.398438 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -125843.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -125878.507812 Penalty: 3261.928711
	Iteration 3Q: 3 clusters Score -125878.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -125893.359375 Penalty: 3261.928711
	Iteration 4Q: 3 clusters Score -125893.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -125913.695312 Penalty: 3261.928711
	Iteration 5Q: 3 clusters Score -125913.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -125940.140625 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -125940.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -125984.304688 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -125984.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -126026.796875 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -126026.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -126098.382812 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -126098.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -126172.226562 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -126172.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -126228.453125 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -126228.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -126263.257812 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -126263.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -126287.609375 Penalty: 3261.928711
	Iteration 13Q: 3 clusters Score -126287.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -126320.625000 Penalty: 3261.928711
	Iteration 14Q: 3 clusters Score -126320.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -126366.710938 Penalty: 3261.928711
	Iteration 15Q: 3 clusters Score -126366.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -126386.304688 Penalty: 3261.928711
	Iteration 16Q: 3 clusters Score -126386.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -126402.015625 Penalty: 3261.928711
	Iteration 17Q: 3 clusters Score -126402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -126408.539062 Penalty: 3261.928711
	Iteration 18Q: 3 clusters Score -126408.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -126413.953125 Penalty: 3261.928711
	Iteration 19Q: 3 clusters Score -126414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -126417.203125 Penalty: 3261.928711
	Iteration 20F: 3 clusters Score -126417.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -126418.476562 Penalty: 3261.928711
	Iteration 21Q: 3 clusters Score -126418.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -126418.476562 Penalty: 3261.928711
	Iteration 22F: 3 clusters Score -126418.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -46476.218750 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -46476.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45296.429688 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -45296.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45459.507812 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -45459.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45518.812500 Penalty: 2835.645752
	Iteration 2F: 3 clusters Score -45518.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -45531.421875 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -45531.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -45534.347656 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -45534.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -45535.808594 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -45535.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45537.160156 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -45537.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45537.160156 Penalty: 2835.645752
	Iteration 7F: 3 clusters Score -45537.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -94599.898438 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -94599.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -93059.570312 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -93059.57 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -93240.789062 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -93240.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -93312.820312 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -93312.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -93334.820312 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -93334.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -93344.523438 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -93344.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -93350.257812 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -93350.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -93356.250000 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -93356.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -93359.039062 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -93359.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -93359.039062 Penalty: 3128.816650
	Iteration 8F: 3 clusters Score -93359.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Entering Unmasked Estep 
Score: -5103050.000000 Penalty: 2521.369629
	Iteration 0F: 2 clusters Score -5103050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -5086085.500000 Penalty: 5042.739258
	Iteration 0F: 3 clusters Score -5086086 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -5092065.500000 Penalty: 5042.739258
	Iteration 1F: 3 clusters Score -5092066 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -5092526.500000 Penalty: 5042.739258
	Iteration 2Q: 3 clusters Score -5092526 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -5093015.500000 Penalty: 5042.739258
	Iteration 3Q: 3 clusters Score -5093016 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -5093459.000000 Penalty: 5042.739258
	Iteration 4Q: 3 clusters Score -5093459 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -5094036.500000 Penalty: 5042.739258
	Iteration 5Q: 3 clusters Score -5094036 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -5094806.500000 Penalty: 5042.739258
	Iteration 6F: 3 clusters Score -5094806 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -5095849.000000 Penalty: 5042.739258
	Iteration 7F: 3 clusters Score -5095849 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -5097157.000000 Penalty: 5042.739258
	Iteration 8F: 3 clusters Score -5097157 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -5098415.500000 Penalty: 5042.739258
	Iteration 9F: 3 clusters Score -5098416 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5099424.500000 Penalty: 5042.739258
	Iteration 10F: 3 clusters Score -5099424 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5100168.000000 Penalty: 5042.739258
	Iteration 11Q: 3 clusters Score -5100168 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5100625.000000 Penalty: 5042.739258
	Iteration 12Q: 3 clusters Score -5100625 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5100859.500000 Penalty: 5042.739258
	Iteration 13Q: 3 clusters Score -5100860 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5100973.500000 Penalty: 5042.739258
	Iteration 14Q: 3 clusters Score -5100974 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5101035.000000 Penalty: 5042.739258
	Iteration 15Q: 3 clusters Score -5101035 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5101072.000000 Penalty: 5042.739258
	Iteration 16Q: 3 clusters Score -5101072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5101077.500000 Penalty: 5042.739258
	Iteration 17Q: 3 clusters Score -5101078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5101100.500000 Penalty: 5042.739258
	Iteration 18Q: 3 clusters Score -5101100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5101117.500000 Penalty: 5042.739258
	Iteration 19Q: 3 clusters Score -5101118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5101119.000000 Penalty: 5042.739258
	Iteration 20F: 3 clusters Score -5101119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5101116.500000 Penalty: 5042.739258
	Iteration 21Q: 3 clusters Score -5101116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5101128.000000 Penalty: 5042.739258
	Iteration 22Q: 3 clusters Score -5101128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5101137.000000 Penalty: 5042.739258
	Iteration 23Q: 3 clusters Score -5101137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5101140.500000 Penalty: 5042.739258
	Iteration 24Q: 3 clusters Score -5101140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5101143.500000 Penalty: 5042.739258
	Iteration 25Q: 3 clusters Score -5101144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5101143.500000 Penalty: 5042.739258
	Iteration 26F: 3 clusters Score -5101144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -409700.593750 Penalty: 1913.018555
	Iteration 0F: 2 clusters Score -409700.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -407003.187500 Penalty: 3826.037109
	Iteration 0F: 3 clusters Score -407003.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -407683.750000 Penalty: 3826.037109
	Iteration 1F: 3 clusters Score -407683.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -407994.843750 Penalty: 3826.037109
	Iteration 2F: 3 clusters Score -407994.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -408248.375000 Penalty: 3826.037109
	Iteration 3F: 3 clusters Score -408248.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -408468.781250 Penalty: 3826.037109
	Iteration 4F: 3 clusters Score -408468.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -408581.781250 Penalty: 3826.037109
	Iteration 5Q: 3 clusters Score -408581.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -408634.687500 Penalty: 3826.037109
	Iteration 6Q: 3 clusters Score -408634.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -408669.375000 Penalty: 3826.037109
	Iteration 7Q: 3 clusters Score -408669.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -408697.718750 Penalty: 3826.037109
	Iteration 8Q: 3 clusters Score -408697.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -408723.750000 Penalty: 3826.037109
	Iteration 9Q: 3 clusters Score -408723.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -408757.218750 Penalty: 3826.037109
	Iteration 10Q: 3 clusters Score -408757.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -408800.187500 Penalty: 3826.037109
	Iteration 11Q: 3 clusters Score -408800.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -408843.375000 Penalty: 3826.037109
	Iteration 12Q: 3 clusters Score -408843.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -408881.937500 Penalty: 3826.037109
	Iteration 13Q: 3 clusters Score -408881.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -408911.781250 Penalty: 3826.037109
	Iteration 14Q: 3 clusters Score -408911.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -408929.281250 Penalty: 3826.037109
	Iteration 15Q: 3 clusters Score -408929.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -408941.718750 Penalty: 3826.037109
	Iteration 16Q: 3 clusters Score -408941.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -408951.468750 Penalty: 3826.037109
	Iteration 17Q: 3 clusters Score -408951.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -408965.593750 Penalty: 3826.037109
	Iteration 18Q: 3 clusters Score -408965.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -408977.000000 Penalty: 3826.037109
	Iteration 19Q: 3 clusters Score -408977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -408991.656250 Penalty: 3826.037109
	Iteration 20F: 3 clusters Score -408991.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -409008.843750 Penalty: 3826.037109
	Iteration 21Q: 3 clusters Score -409008.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -409023.781250 Penalty: 3826.037109
	Iteration 22Q: 3 clusters Score -409023.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -409036.937500 Penalty: 3826.037109
	Iteration 23Q: 3 clusters Score -409036.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -409052.875000 Penalty: 3826.037109
	Iteration 24Q: 3 clusters Score -409052.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -409069.125000 Penalty: 3826.037109
	Iteration 25Q: 3 clusters Score -409069.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -409085.343750 Penalty: 3826.037109
	Iteration 26Q: 3 clusters Score -409085.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -409095.812500 Penalty: 3826.037109
	Iteration 27Q: 3 clusters Score -409095.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -409108.718750 Penalty: 3826.037109
	Iteration 28Q: 3 clusters Score -409108.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -409118.937500 Penalty: 3826.037109
	Iteration 29Q: 3 clusters Score -409118.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -409127.406250 Penalty: 3826.037109
	Iteration 30Q: 3 clusters Score -409127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -409130.906250 Penalty: 3826.037109
	Iteration 31Q: 3 clusters Score -409130.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -409132.468750 Penalty: 3826.037109
	Iteration 32Q: 3 clusters Score -409132.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -409133.531250 Penalty: 3826.037109
	Iteration 33Q: 3 clusters Score -409133.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -409134.093750 Penalty: 3826.037109
	Iteration 34Q: 3 clusters Score -409134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -409134.656250 Penalty: 3826.037109
	Iteration 35Q: 3 clusters Score -409134.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -409136.031250 Penalty: 3826.037109
	Iteration 36Q: 3 clusters Score -409136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -409136.031250 Penalty: 3826.037109
	Iteration 37F: 3 clusters Score -409136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -158917.046875 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -158917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -157031.906250 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -157031.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -157451.328125 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -157451.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -157686.312500 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -157686.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -157876.687500 Penalty: 3409.602539
	Iteration 3F: 3 clusters Score -157876.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -157983.750000 Penalty: 3409.602539
	Iteration 4Q: 3 clusters Score -157983.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -158048.578125 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -158048.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -158117.562500 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -158117.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -158140.484375 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -158140.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -158149.453125 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -158149.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -158152.765625 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -158152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -158161.578125 Penalty: 3409.602539
	Iteration 10Q: 3 clusters Score -158161.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -158168.843750 Penalty: 3409.602539
	Iteration 11Q: 3 clusters Score -158168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -158179.000000 Penalty: 3409.602539
	Iteration 12Q: 3 clusters Score -158179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -158181.531250 Penalty: 3409.602539
	Iteration 13Q: 3 clusters Score -158181.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -158181.531250 Penalty: 3409.602539
	Iteration 14F: 3 clusters Score -158181.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -441933.031250 Penalty: 1917.301270
	Iteration 0F: 2 clusters Score -441933 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 1159 members 
Entering Unmasked Estep 
Score: -439185.000000 Penalty: 3834.602539
	Iteration 0F: 3 clusters Score -439185 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -439805.468750 Penalty: 3834.602539
	Iteration 1F: 3 clusters Score -439805.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -440027.562500 Penalty: 3834.602539
	Iteration 2F: 3 clusters Score -440027.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -440212.093750 Penalty: 3834.602539
	Iteration 3F: 3 clusters Score -440212.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -440392.656250 Penalty: 3834.602539
	Iteration 4F: 3 clusters Score -440392.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -440579.531250 Penalty: 3834.602539
	Iteration 5F: 3 clusters Score -440579.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -440725.593750 Penalty: 3834.602539
	Iteration 6F: 3 clusters Score -440725.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -440828.750000 Penalty: 3834.602539
	Iteration 7Q: 3 clusters Score -440828.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -440890.500000 Penalty: 3834.602539
	Iteration 8Q: 3 clusters Score -440890.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -440952.843750 Penalty: 3834.602539
	Iteration 9Q: 3 clusters Score -440952.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -440990.843750 Penalty: 3834.602539
	Iteration 10Q: 3 clusters Score -440990.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -441029.531250 Penalty: 3834.602539
	Iteration 11Q: 3 clusters Score -441029.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -441068.218750 Penalty: 3834.602539
	Iteration 12Q: 3 clusters Score -441068.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -441106.093750 Penalty: 3834.602539
	Iteration 13Q: 3 clusters Score -441106.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -441140.687500 Penalty: 3834.602539
	Iteration 14Q: 3 clusters Score -441140.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -441172.781250 Penalty: 3834.602539
	Iteration 15Q: 3 clusters Score -441172.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -441194.218750 Penalty: 3834.602539
	Iteration 16Q: 3 clusters Score -441194.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -441210.812500 Penalty: 3834.602539
	Iteration 17Q: 3 clusters Score -441210.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -441223.312500 Penalty: 3834.602539
	Iteration 18Q: 3 clusters Score -441223.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -441230.062500 Penalty: 3834.602539
	Iteration 19Q: 3 clusters Score -441230.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -441238.468750 Penalty: 3834.602539
	Iteration 20F: 3 clusters Score -441238.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -441246.000000 Penalty: 3834.602539
	Iteration 21Q: 3 clusters Score -441246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -441256.687500 Penalty: 3834.602539
	Iteration 22Q: 3 clusters Score -441256.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -441267.250000 Penalty: 3834.602539
	Iteration 23Q: 3 clusters Score -441267.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -441282.718750 Penalty: 3834.602539
	Iteration 24Q: 3 clusters Score -441282.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -441303.031250 Penalty: 3834.602539
	Iteration 25Q: 3 clusters Score -441303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -441330.125000 Penalty: 3834.602539
	Iteration 26Q: 3 clusters Score -441330.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -441351.281250 Penalty: 3834.602539
	Iteration 27Q: 3 clusters Score -441351.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -441375.125000 Penalty: 3834.602539
	Iteration 28Q: 3 clusters Score -441375.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -441396.312500 Penalty: 3834.602539
	Iteration 29Q: 3 clusters Score -441396.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -441416.468750 Penalty: 3834.602539
	Iteration 30Q: 3 clusters Score -441416.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -441440.843750 Penalty: 3834.602539
	Iteration 31Q: 3 clusters Score -441440.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -441467.531250 Penalty: 3834.602539
	Iteration 32Q: 3 clusters Score -441467.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -441488.625000 Penalty: 3834.602539
	Iteration 33Q: 3 clusters Score -441488.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -441521.562500 Penalty: 3834.602539
	Iteration 34Q: 3 clusters Score -441521.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -441555.406250 Penalty: 3834.602539
	Iteration 35Q: 3 clusters Score -441555.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -441605.031250 Penalty: 3834.602539
	Iteration 36Q: 3 clusters Score -441605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -441644.125000 Penalty: 3834.602539
	Iteration 37Q: 3 clusters Score -441644.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -441664.937500 Penalty: 3834.602539
	Iteration 38Q: 3 clusters Score -441664.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -441672.656250 Penalty: 3834.602539
	Iteration 39Q: 3 clusters Score -441672.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -441677.000000 Penalty: 3834.602539
	Iteration 40F: 3 clusters Score -441677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -441678.000000 Penalty: 3834.602539
	Iteration 41Q: 3 clusters Score -441678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -441677.812500 Penalty: 3834.602539
	Iteration 42Q: 3 clusters Score -441677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -441683.125000 Penalty: 3834.602539
	Iteration 43Q: 3 clusters Score -441683.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -441688.937500 Penalty: 3834.602539
	Iteration 44Q: 3 clusters Score -441688.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -441698.687500 Penalty: 3834.602539
	Iteration 45Q: 3 clusters Score -441698.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -441705.687500 Penalty: 3834.602539
	Iteration 46Q: 3 clusters Score -441705.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -441710.625000 Penalty: 3834.602539
	Iteration 47Q: 3 clusters Score -441710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -441712.156250 Penalty: 3834.602539
	Iteration 48Q: 3 clusters Score -441712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -441713.875000 Penalty: 3834.602539
	Iteration 49Q: 3 clusters Score -441713.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -441715.843750 Penalty: 3834.602539
	Iteration 50Q: 3 clusters Score -441715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -441717.187500 Penalty: 3834.602539
	Iteration 51Q: 3 clusters Score -441717.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -441717.187500 Penalty: 3834.602539
	Iteration 52F: 3 clusters Score -441717.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Entering Unmasked Estep 
Score: -1202283.250000 Penalty: 2157.065918
	Iteration 0F: 2 clusters Score -1202283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1197037.250000 Penalty: 4314.131836
	Iteration 0F: 3 clusters Score -1197037 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1198402.125000 Penalty: 4314.131836
	Iteration 1F: 3 clusters Score -1198402 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1198641.375000 Penalty: 4314.131836
	Iteration 2F: 3 clusters Score -1198641 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1198795.250000 Penalty: 4314.131836
	Iteration 3F: 3 clusters Score -1198795 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1198903.000000 Penalty: 4314.131836
	Iteration 4Q: 3 clusters Score -1198903 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1198994.125000 Penalty: 4314.131836
	Iteration 5Q: 3 clusters Score -1198994 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1199077.000000 Penalty: 4314.131836
	Iteration 6Q: 3 clusters Score -1199077 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1199156.750000 Penalty: 4314.131836
	Iteration 7Q: 3 clusters Score -1199157 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1199242.250000 Penalty: 4314.131836
	Iteration 8Q: 3 clusters Score -1199242 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1199332.250000 Penalty: 4314.131836
	Iteration 9Q: 3 clusters Score -1199332 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1199424.750000 Penalty: 4314.131836
	Iteration 10Q: 3 clusters Score -1199425 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1199499.875000 Penalty: 4314.131836
	Iteration 11Q: 3 clusters Score -1199500 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1199584.375000 Penalty: 4314.131836
	Iteration 12Q: 3 clusters Score -1199584 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1199674.750000 Penalty: 4314.131836
	Iteration 13Q: 3 clusters Score -1199675 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1199770.625000 Penalty: 4314.131836
	Iteration 14Q: 3 clusters Score -1199771 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1199866.500000 Penalty: 4314.131836
	Iteration 15Q: 3 clusters Score -1199866 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1199970.750000 Penalty: 4314.131836
	Iteration 16Q: 3 clusters Score -1199971 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1200091.375000 Penalty: 4314.131836
	Iteration 17Q: 3 clusters Score -1200091 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1200243.750000 Penalty: 4314.131836
	Iteration 18Q: 3 clusters Score -1200244 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1200407.375000 Penalty: 4314.131836
	Iteration 19Q: 3 clusters Score -1200407 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1200579.375000 Penalty: 4314.131836
	Iteration 20F: 3 clusters Score -1200579 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1200741.875000 Penalty: 4314.131836
	Iteration 21Q: 3 clusters Score -1200742 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1200890.375000 Penalty: 4314.131836
	Iteration 22Q: 3 clusters Score -1200890 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1200983.125000 Penalty: 4314.131836
	Iteration 23Q: 3 clusters Score -1200983 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1201043.250000 Penalty: 4314.131836
	Iteration 24Q: 3 clusters Score -1201043 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1201096.000000 Penalty: 4314.131836
	Iteration 25Q: 3 clusters Score -1201096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1201137.000000 Penalty: 4314.131836
	Iteration 26Q: 3 clusters Score -1201137 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1201180.500000 Penalty: 4314.131836
	Iteration 27Q: 3 clusters Score -1201180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1201210.000000 Penalty: 4314.131836
	Iteration 28Q: 3 clusters Score -1201210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1201240.250000 Penalty: 4314.131836
	Iteration 29Q: 3 clusters Score -1201240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1201274.500000 Penalty: 4314.131836
	Iteration 30Q: 3 clusters Score -1201274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1201305.625000 Penalty: 4314.131836
	Iteration 31Q: 3 clusters Score -1201306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1201328.875000 Penalty: 4314.131836
	Iteration 32Q: 3 clusters Score -1201329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1201349.875000 Penalty: 4314.131836
	Iteration 33Q: 3 clusters Score -1201350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1201359.875000 Penalty: 4314.131836
	Iteration 34Q: 3 clusters Score -1201360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1201374.750000 Penalty: 4314.131836
	Iteration 35Q: 3 clusters Score -1201375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1201387.375000 Penalty: 4314.131836
	Iteration 36Q: 3 clusters Score -1201387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1201397.500000 Penalty: 4314.131836
	Iteration 37Q: 3 clusters Score -1201398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1201406.625000 Penalty: 4314.131836
	Iteration 38Q: 3 clusters Score -1201407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1201409.625000 Penalty: 4314.131836
	Iteration 39Q: 3 clusters Score -1201410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1201415.125000 Penalty: 4314.131836
	Iteration 40F: 3 clusters Score -1201415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1201414.125000 Penalty: 4314.131836
	Iteration 41Q: 3 clusters Score -1201414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1201415.500000 Penalty: 4314.131836
	Iteration 42Q: 3 clusters Score -1201416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1201416.875000 Penalty: 4314.131836
	Iteration 43Q: 3 clusters Score -1201417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1201416.500000 Penalty: 4314.131836
	Iteration 44Q: 3 clusters Score -1201416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1201415.750000 Penalty: 4314.131836
	Iteration 45Q: 3 clusters Score -1201416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1201415.750000 Penalty: 4314.131836
	Iteration 46F: 3 clusters Score -1201416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -14025.152344 Penalty: 1320.106445
	Iteration 0F: 2 clusters Score -14025.15 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 86 members 
Entering Unmasked Estep 
Score: -13060.199219 Penalty: 2640.212891
	Iteration 0F: 3 clusters Score -13060.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13170.299805 Penalty: 2640.212891
	Iteration 1F: 3 clusters Score -13170.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13217.610352 Penalty: 2640.212891
	Iteration 2Q: 3 clusters Score -13217.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13239.327148 Penalty: 2640.212891
	Iteration 3Q: 3 clusters Score -13239.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13256.289062 Penalty: 2640.212891
	Iteration 4Q: 3 clusters Score -13256.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13274.443359 Penalty: 2640.212891
	Iteration 5Q: 3 clusters Score -13274.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13296.071289 Penalty: 2640.212891
	Iteration 6Q: 3 clusters Score -13296.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13296.071289 Penalty: 2640.212891
	Iteration 7F: 3 clusters Score -13296.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Entering Unmasked Estep 
Score: -819541.437500 Penalty: 2060.494629
	Iteration 0F: 2 clusters Score -819541.4 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 1989 members 
Entering Unmasked Estep 
Score: -815664.875000 Penalty: 4120.989258
	Iteration 0F: 3 clusters Score -815664.9 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -816498.562500 Penalty: 4120.989258
	Iteration 1F: 3 clusters Score -816498.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -816677.375000 Penalty: 4120.989258
	Iteration 2F: 3 clusters Score -816677.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -816789.187500 Penalty: 4120.989258
	Iteration 3Q: 3 clusters Score -816789.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -816864.437500 Penalty: 4120.989258
	Iteration 4Q: 3 clusters Score -816864.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -816924.500000 Penalty: 4120.989258
	Iteration 5Q: 3 clusters Score -816924.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -816962.500000 Penalty: 4120.989258
	Iteration 6Q: 3 clusters Score -816962.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -816996.812500 Penalty: 4120.989258
	Iteration 7Q: 3 clusters Score -816996.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -817027.437500 Penalty: 4120.989258
	Iteration 8Q: 3 clusters Score -817027.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -817050.562500 Penalty: 4120.989258
	Iteration 9Q: 3 clusters Score -817050.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -817066.125000 Penalty: 4120.989258
	Iteration 10Q: 3 clusters Score -817066.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -817085.375000 Penalty: 4120.989258
	Iteration 11Q: 3 clusters Score -817085.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -817096.000000 Penalty: 4120.989258
	Iteration 12Q: 3 clusters Score -817096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -817106.687500 Penalty: 4120.989258
	Iteration 13Q: 3 clusters Score -817106.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -817120.187500 Penalty: 4120.989258
	Iteration 14Q: 3 clusters Score -817120.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -817130.500000 Penalty: 4120.989258
	Iteration 15Q: 3 clusters Score -817130.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -817133.125000 Penalty: 4120.989258
	Iteration 16Q: 3 clusters Score -817133.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -817141.125000 Penalty: 4120.989258
	Iteration 17Q: 3 clusters Score -817141.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -817148.625000 Penalty: 4120.989258
	Iteration 18Q: 3 clusters Score -817148.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -817155.437500 Penalty: 4120.989258
	Iteration 19Q: 3 clusters Score -817155.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -817164.625000 Penalty: 4120.989258
	Iteration 20F: 3 clusters Score -817164.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -817175.562500 Penalty: 4120.989258
	Iteration 21Q: 3 clusters Score -817175.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -817190.437500 Penalty: 4120.989258
	Iteration 22Q: 3 clusters Score -817190.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -817203.375000 Penalty: 4120.989258
	Iteration 23Q: 3 clusters Score -817203.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -817215.250000 Penalty: 4120.989258
	Iteration 24Q: 3 clusters Score -817215.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -817222.812500 Penalty: 4120.989258
	Iteration 25Q: 3 clusters Score -817222.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -817232.562500 Penalty: 4120.989258
	Iteration 26Q: 3 clusters Score -817232.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -817244.000000 Penalty: 4120.989258
	Iteration 27Q: 3 clusters Score -817244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -817254.250000 Penalty: 4120.989258
	Iteration 28Q: 3 clusters Score -817254.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -817264.687500 Penalty: 4120.989258
	Iteration 29Q: 3 clusters Score -817264.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -817275.687500 Penalty: 4120.989258
	Iteration 30Q: 3 clusters Score -817275.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -817293.812500 Penalty: 4120.989258
	Iteration 31Q: 3 clusters Score -817293.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -817312.750000 Penalty: 4120.989258
	Iteration 32Q: 3 clusters Score -817312.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -817330.437500 Penalty: 4120.989258
	Iteration 33Q: 3 clusters Score -817330.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -817347.687500 Penalty: 4120.989258
	Iteration 34Q: 3 clusters Score -817347.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -817364.250000 Penalty: 4120.989258
	Iteration 35Q: 3 clusters Score -817364.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -817382.375000 Penalty: 4120.989258
	Iteration 36Q: 3 clusters Score -817382.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -817397.125000 Penalty: 4120.989258
	Iteration 37Q: 3 clusters Score -817397.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -817408.125000 Penalty: 4120.989258
	Iteration 38Q: 3 clusters Score -817408.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -817415.625000 Penalty: 4120.989258
	Iteration 39Q: 3 clusters Score -817415.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -817426.875000 Penalty: 4120.989258
	Iteration 40F: 3 clusters Score -817426.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -817439.375000 Penalty: 4120.989258
	Iteration 41Q: 3 clusters Score -817439.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -817451.375000 Penalty: 4120.989258
	Iteration 42Q: 3 clusters Score -817451.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -817463.312500 Penalty: 4120.989258
	Iteration 43Q: 3 clusters Score -817463.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -817477.687500 Penalty: 4120.989258
	Iteration 44Q: 3 clusters Score -817477.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -817488.250000 Penalty: 4120.989258
	Iteration 45Q: 3 clusters Score -817488.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -817498.437500 Penalty: 4120.989258
	Iteration 46Q: 3 clusters Score -817498.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -817511.062500 Penalty: 4120.989258
	Iteration 47Q: 3 clusters Score -817511.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -817517.750000 Penalty: 4120.989258
	Iteration 48Q: 3 clusters Score -817517.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -817526.875000 Penalty: 4120.989258
	Iteration 49Q: 3 clusters Score -817526.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -817532.000000 Penalty: 4120.989258
	Iteration 50Q: 3 clusters Score -817532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -817540.562500 Penalty: 4120.989258
	Iteration 51Q: 3 clusters Score -817540.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -817549.625000 Penalty: 4120.989258
	Iteration 52Q: 3 clusters Score -817549.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -817558.000000 Penalty: 4120.989258
	Iteration 53Q: 3 clusters Score -817558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -817566.500000 Penalty: 4120.989258
	Iteration 54Q: 3 clusters Score -817566.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -817583.437500 Penalty: 4120.989258
	Iteration 55Q: 3 clusters Score -817583.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -817586.500000 Penalty: 4120.989258
	Iteration 56Q: 3 clusters Score -817586.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -817595.250000 Penalty: 4120.989258
	Iteration 57Q: 3 clusters Score -817595.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -817597.437500 Penalty: 4120.989258
	Iteration 58Q: 3 clusters Score -817597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -817599.750000 Penalty: 4120.989258
	Iteration 59Q: 3 clusters Score -817599.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -817607.437500 Penalty: 4120.989258
	Iteration 60F: 3 clusters Score -817607.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -817616.625000 Penalty: 4120.989258
	Iteration 61Q: 3 clusters Score -817616.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -817621.375000 Penalty: 4120.989258
	Iteration 62Q: 3 clusters Score -817621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -817624.187500 Penalty: 4120.989258
	Iteration 63Q: 3 clusters Score -817624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -817628.937500 Penalty: 4120.989258
	Iteration 64Q: 3 clusters Score -817628.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -817629.687500 Penalty: 4120.989258
	Iteration 65Q: 3 clusters Score -817629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -817631.875000 Penalty: 4120.989258
	Iteration 66Q: 3 clusters Score -817631.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -817633.187500 Penalty: 4120.989258
	Iteration 67Q: 3 clusters Score -817633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -817634.437500 Penalty: 4120.989258
	Iteration 68Q: 3 clusters Score -817634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -817633.687500 Penalty: 4120.989258
	Iteration 69Q: 3 clusters Score -817633.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -817637.875000 Penalty: 4120.989258
	Iteration 70Q: 3 clusters Score -817637.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -817640.750000 Penalty: 4120.989258
	Iteration 71Q: 3 clusters Score -817640.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -817642.937500 Penalty: 4120.989258
	Iteration 72Q: 3 clusters Score -817642.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -817645.125000 Penalty: 4120.989258
	Iteration 73Q: 3 clusters Score -817645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -817648.312500 Penalty: 4120.989258
	Iteration 74Q: 3 clusters Score -817648.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -817651.875000 Penalty: 4120.989258
	Iteration 75Q: 3 clusters Score -817651.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -817653.500000 Penalty: 4120.989258
	Iteration 76Q: 3 clusters Score -817653.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -817654.750000 Penalty: 4120.989258
	Iteration 77Q: 3 clusters Score -817654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -817655.437500 Penalty: 4120.989258
	Iteration 78Q: 3 clusters Score -817655.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -817657.187500 Penalty: 4120.989258
	Iteration 79Q: 3 clusters Score -817657.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -817657.187500 Penalty: 4120.989258
	Iteration 80F: 3 clusters Score -817657.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Entering Unmasked Estep 
Score: -4640996.000000 Penalty: 2483.649658
	Iteration 0F: 2 clusters Score -4640996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -4626318.000000 Penalty: 4967.299316
	Iteration 0F: 3 clusters Score -4626318 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4631534.500000 Penalty: 4967.299316
	Iteration 1F: 3 clusters Score -4631534 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -4631888.500000 Penalty: 4967.299316
	Iteration 2Q: 3 clusters Score -4631888 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -4632176.500000 Penalty: 4967.299316
	Iteration 3Q: 3 clusters Score -4632176 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -4632450.000000 Penalty: 4967.299316
	Iteration 4Q: 3 clusters Score -4632450 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -4632772.000000 Penalty: 4967.299316
	Iteration 5Q: 3 clusters Score -4632772 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -4633135.000000 Penalty: 4967.299316
	Iteration 6Q: 3 clusters Score -4633135 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -4633656.500000 Penalty: 4967.299316
	Iteration 7Q: 3 clusters Score -4633656 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -4634361.500000 Penalty: 4967.299316
	Iteration 8F: 3 clusters Score -4634362 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4635339.500000 Penalty: 4967.299316
	Iteration 9F: 3 clusters Score -4635340 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -4636441.000000 Penalty: 4967.299316
	Iteration 10F: 3 clusters Score -4636441 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4637394.500000 Penalty: 4967.299316
	Iteration 11F: 3 clusters Score -4637394 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4637999.500000 Penalty: 4967.299316
	Iteration 12Q: 3 clusters Score -4638000 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4638334.500000 Penalty: 4967.299316
	Iteration 13Q: 3 clusters Score -4638334 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4638537.000000 Penalty: 4967.299316
	Iteration 14Q: 3 clusters Score -4638537 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4638690.000000 Penalty: 4967.299316
	Iteration 15Q: 3 clusters Score -4638690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4638762.500000 Penalty: 4967.299316
	Iteration 16Q: 3 clusters Score -4638762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4638810.500000 Penalty: 4967.299316
	Iteration 17Q: 3 clusters Score -4638810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4638844.000000 Penalty: 4967.299316
	Iteration 18Q: 3 clusters Score -4638844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4638881.500000 Penalty: 4967.299316
	Iteration 19Q: 3 clusters Score -4638882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4638918.000000 Penalty: 4967.299316
	Iteration 20F: 3 clusters Score -4638918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4638949.000000 Penalty: 4967.299316
	Iteration 21Q: 3 clusters Score -4638949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4638968.000000 Penalty: 4967.299316
	Iteration 22Q: 3 clusters Score -4638968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4638978.500000 Penalty: 4967.299316
	Iteration 23Q: 3 clusters Score -4638978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4638982.500000 Penalty: 4967.299316
	Iteration 24Q: 3 clusters Score -4638982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4638987.500000 Penalty: 4967.299316
	Iteration 25Q: 3 clusters Score -4638988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4639000.000000 Penalty: 4967.299316
	Iteration 26Q: 3 clusters Score -4639000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4639008.500000 Penalty: 4967.299316
	Iteration 27Q: 3 clusters Score -4639008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4639017.500000 Penalty: 4967.299316
	Iteration 28Q: 3 clusters Score -4639018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4639019.500000 Penalty: 4967.299316
	Iteration 29Q: 3 clusters Score -4639020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4639022.500000 Penalty: 4967.299316
	Iteration 30Q: 3 clusters Score -4639022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4639026.500000 Penalty: 4967.299316
	Iteration 31Q: 3 clusters Score -4639026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4639027.500000 Penalty: 4967.299316
	Iteration 32Q: 3 clusters Score -4639028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4639027.500000 Penalty: 4967.299316
	Iteration 33F: 3 clusters Score -4639028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (44939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Entering Unmasked Estep 
Score: -8512314.000000 Penalty: 2656.839111
	Iteration 0F: 2 clusters Score -8512314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -8481929.000000 Penalty: 5313.678223
	Iteration 0F: 3 clusters Score -8481929 nChanged 20810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -8493362.000000 Penalty: 5313.678223
	Iteration 1F: 3 clusters Score -8493362 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -8493867.000000 Penalty: 5313.678223
	Iteration 2Q: 3 clusters Score -8493867 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -8494400.000000 Penalty: 5313.678223
	Iteration 3Q: 3 clusters Score -8494400 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -8495078.000000 Penalty: 5313.678223
	Iteration 4Q: 3 clusters Score -8495078 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -8495975.000000 Penalty: 5313.678223
	Iteration 5Q: 3 clusters Score -8495975 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -8497161.000000 Penalty: 5313.678223
	Iteration 6Q: 3 clusters Score -8497161 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -8498756.000000 Penalty: 5313.678223
	Iteration 7F: 3 clusters Score -8498756 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -8500509.000000 Penalty: 5313.678223
	Iteration 8F: 3 clusters Score -8500509 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -8502292.000000 Penalty: 5313.678223
	Iteration 9F: 3 clusters Score -8502292 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -8503897.000000 Penalty: 5313.678223
	Iteration 10Q: 3 clusters Score -8503897 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -8505395.000000 Penalty: 5313.678223
	Iteration 11Q: 3 clusters Score -8505395 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -8506629.000000 Penalty: 5313.678223
	Iteration 12Q: 3 clusters Score -8506629 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -8507599.000000 Penalty: 5313.678223
	Iteration 13Q: 3 clusters Score -8507599 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -8508271.000000 Penalty: 5313.678223
	Iteration 14Q: 3 clusters Score -8508271 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8508817.000000 Penalty: 5313.678223
	Iteration 15Q: 3 clusters Score -8508817 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -8509154.000000 Penalty: 5313.678223
	Iteration 16Q: 3 clusters Score -8509154 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8509424.000000 Penalty: 5313.678223
	Iteration 17Q: 3 clusters Score -8509424 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8509630.000000 Penalty: 5313.678223
	Iteration 18Q: 3 clusters Score -8509630 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8509756.000000 Penalty: 5313.678223
	Iteration 19Q: 3 clusters Score -8509756 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8509830.000000 Penalty: 5313.678223
	Iteration 20F: 3 clusters Score -8509830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8509899.000000 Penalty: 5313.678223
	Iteration 21Q: 3 clusters Score -8509899 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8509931.000000 Penalty: 5313.678223
	Iteration 22Q: 3 clusters Score -8509931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8509975.000000 Penalty: 5313.678223
	Iteration 23Q: 3 clusters Score -8509975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8510007.000000 Penalty: 5313.678223
	Iteration 24Q: 3 clusters Score -8510007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8510004.000000 Penalty: 5313.678223
	Iteration 25Q: 3 clusters Score -8510004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8510019.000000 Penalty: 5313.678223
	Iteration 26Q: 3 clusters Score -8510019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8510024.000000 Penalty: 5313.678223
	Iteration 27Q: 3 clusters Score -8510024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8510030.000000 Penalty: 5313.678223
	Iteration 28Q: 3 clusters Score -8510030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8510045.000000 Penalty: 5313.678223
	Iteration 29Q: 3 clusters Score -8510045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8510064.000000 Penalty: 5313.678223
	Iteration 30Q: 3 clusters Score -8510064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8510066.000000 Penalty: 5313.678223
	Iteration 31Q: 3 clusters Score -8510066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8510074.000000 Penalty: 5313.678223
	Iteration 32Q: 3 clusters Score -8510074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8510077.000000 Penalty: 5313.678223
	Iteration 33Q: 3 clusters Score -8510077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8510093.000000 Penalty: 5313.678223
	Iteration 34Q: 3 clusters Score -8510093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8510092.000000 Penalty: 5313.678223
	Iteration 35Q: 3 clusters Score -8510092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8510086.000000 Penalty: 5313.678223
	Iteration 36Q: 3 clusters Score -8510086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8510102.000000 Penalty: 5313.678223
	Iteration 37Q: 3 clusters Score -8510102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8510104.000000 Penalty: 5313.678223
	Iteration 38Q: 3 clusters Score -8510104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8510107.000000 Penalty: 5313.678223
	Iteration 39Q: 3 clusters Score -8510107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8510108.000000 Penalty: 5313.678223
	Iteration 40F: 3 clusters Score -8510108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8510110.000000 Penalty: 5313.678223
	Iteration 41Q: 3 clusters Score -8510110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8510109.000000 Penalty: 5313.678223
	Iteration 42Q: 3 clusters Score -8510109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8510122.000000 Penalty: 5313.678223
	Iteration 43Q: 3 clusters Score -8510122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8510127.000000 Penalty: 5313.678223
	Iteration 44Q: 3 clusters Score -8510127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8510121.000000 Penalty: 5313.678223
	Iteration 45Q: 3 clusters Score -8510121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8510127.000000 Penalty: 5313.678223
	Iteration 46Q: 3 clusters Score -8510127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8510128.000000 Penalty: 5313.678223
	Iteration 47Q: 3 clusters Score -8510128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8510128.000000 Penalty: 5313.678223
	Iteration 48F: 3 clusters Score -8510128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -119192.890625 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -119192.9 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 361 members 
Entering Unmasked Estep 
Score: -117609.375000 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -117609.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117967.859375 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -117967.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -118125.242188 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -118125.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -118247.820312 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -118247.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118344.320312 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -118344.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118385.179688 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -118385.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118436.765625 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -118436.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -118472.367188 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -118472.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -118515.125000 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -118515.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118605.031250 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -118605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -118688.921875 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -118688.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118797.429688 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -118797.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -118946.406250 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -118946.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -119059.437500 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -119059.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -119182.164062 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -119182.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -119257.312500 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -119257.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -119336.703125 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -119336.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -119384.531250 Penalty: 3274.210205
	Iteration 17Q: 3 clusters Score -119384.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -119411.914062 Penalty: 3274.210205
	Iteration 18Q: 3 clusters Score -119411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -119452.812500 Penalty: 3274.210205
	Iteration 19Q: 3 clusters Score -119452.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -119468.734375 Penalty: 3274.210205
	Iteration 20F: 3 clusters Score -119468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -119482.031250 Penalty: 3274.210205
	Iteration 21Q: 3 clusters Score -119482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -119482.031250 Penalty: 3274.210205
	Iteration 22F: 3 clusters Score -119482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14980 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28860 members 
Mstep: Class 6 contains 28129 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14526 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 14128 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35530 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26025 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 5990 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22353 members 
Mstep: Class 30 contains 44939 members 
Mstep: Class 31 contains 483 members 
Mstep: Class 32 contains 22255 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17250 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27555 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16996 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26921 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8706 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26979 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
Score: -84203632.000000 Penalty: 167425.093750
Splitting cluster 31 changes total score from -84204896.000000 to -84203632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (22255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Entering Unmasked Estep 
Score: -4359586.000000 Penalty: 2482.559814
	Iteration 0F: 2 clusters Score -4359586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -4344277.000000 Penalty: 4965.119629
	Iteration 0F: 3 clusters Score -4344277 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4349633.000000 Penalty: 4965.119629
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Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11870 members 
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Mstep: Class 1 contains 10120 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 13243 members 
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Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4354508 nChanged 789
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Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4354862 nChanged 656
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Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4355120 nChanged 528
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4355398 nChanged 315
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7746 members 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4355606 nChanged 107
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Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7797 members 
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Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4355615 nChanged 95
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Mstep: Class 1 contains 7830 members 
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4355636 nChanged 72
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Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4355644 nChanged 74
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Mstep: Class 1 contains 7866 members 
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Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4355654 nChanged 57
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Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4355666 nChanged 60
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Mstep: Class 1 contains 7901 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4355692 nChanged 79
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4355696 nChanged 64
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Mstep: Class 1 contains 8000 members 
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	Iteration 39Q: 3 clusters Score -4355780 nChanged 92
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Mstep: Class 1 contains 8286 members 
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	Iteration 40F: 3 clusters Score -4355808 nChanged 94
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Mstep: Class 1 contains 8328 members 
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	Iteration 42Q: 3 clusters Score -4355838 nChanged 117
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	Iteration 45Q: 3 clusters Score -4355902 nChanged 106
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	Iteration 49Q: 3 clusters Score -4355940 nChanged 59
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	Iteration 50Q: 3 clusters Score -4355948 nChanged 58
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	Iteration 51Q: 3 clusters Score -4355952 nChanged 48
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	Iteration 52Q: 3 clusters Score -4355960 nChanged 62
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	Iteration 54Q: 3 clusters Score -4355972 nChanged 41
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	Iteration 56Q: 3 clusters Score -4355959 nChanged 43
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	Iteration 57Q: 3 clusters Score -4355966 nChanged 39
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	Iteration 58Q: 3 clusters Score -4355963 nChanged 41
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	Iteration 59Q: 3 clusters Score -4355968 nChanged 36
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	Iteration 60F: 3 clusters Score -4355984 nChanged 29
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	Iteration 61Q: 3 clusters Score -4355979 nChanged 46
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	Iteration 62Q: 3 clusters Score -4355976 nChanged 39
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	Iteration 63Q: 3 clusters Score -4355996 nChanged 55
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Mstep: Class 1 contains 9084 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4356003 nChanged 68
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	Iteration 65Q: 3 clusters Score -4355995 nChanged 68
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4356022 nChanged 66
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4356013 nChanged 81
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Mstep: Class 1 contains 9307 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4356030 nChanged 84
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4356044 nChanged 92
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4356048 nChanged 89
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Mstep: Class 1 contains 9520 members 
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	Iteration 71Q: 3 clusters Score -4356059 nChanged 89
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	Iteration 72Q: 3 clusters Score -4356070 nChanged 94
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Mstep: Class 2 contains 12576 members 
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	Iteration 73Q: 3 clusters Score -4356089 nChanged 108
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Mstep: Class 1 contains 9775 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4356094 nChanged 101
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4356104 nChanged 124
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Mstep: Class 1 contains 9982 members 
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	Iteration 76Q: 3 clusters Score -4356117 nChanged 126
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	Iteration 77Q: 3 clusters Score -4356146 nChanged 120
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	Iteration 78Q: 3 clusters Score -4356159 nChanged 107
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	Iteration 79Q: 3 clusters Score -4356178 nChanged 91
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4356191 nChanged 80
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	Iteration 81Q: 3 clusters Score -4356197 nChanged 64
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Mstep: Class 1 contains 10518 members 
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	Iteration 82Q: 3 clusters Score -4356198 nChanged 58
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Mstep: Class 1 contains 10574 members 
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	Iteration 83Q: 3 clusters Score -4356200 nChanged 76
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	Iteration 84Q: 3 clusters Score -4356198 nChanged 69
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	Iteration 85Q: 3 clusters Score -4356208 nChanged 68
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	Iteration 86Q: 3 clusters Score -4356222 nChanged 80
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	Iteration 87Q: 3 clusters Score -4356222 nChanged 62
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	Iteration 88Q: 3 clusters Score -4356220 nChanged 57
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	Iteration 89Q: 3 clusters Score -4356236 nChanged 50
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	Iteration 90Q: 3 clusters Score -4356237 nChanged 53
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4356240 nChanged 51
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4356248 nChanged 51
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Mstep: Class 1 contains 11161 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4356250 nChanged 61
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11275 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4356258 nChanged 57
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Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4356247 nChanged 66
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Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4356260 nChanged 74
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Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4356276 nChanged 89
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Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4356312 nChanged 105
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Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4356330 nChanged 106
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Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12076 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4356374 nChanged 110
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Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4356388 nChanged 104
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Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4356402 nChanged 99
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Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4356426 nChanged 98
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Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4356430 nChanged 91
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Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4356431 nChanged 101
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Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4356432 nChanged 101
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Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4356494 nChanged 151
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Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4356522 nChanged 166
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Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 8641 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 8289 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 7940 members 
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Mstep: Class 2 contains 7779 members 
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Mstep: Class 2 contains 7611 members 
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Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 7265 members 
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Mstep: Class 2 contains 7086 members 
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Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 6913 members 
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	Iteration 127Q: 3 clusters Score -4356862 nChanged 171
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Mstep: Class 1 contains 15513 members 
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	Iteration 128Q: 3 clusters Score -4356884 nChanged 158
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Mstep: Class 2 contains 6584 members 
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Mstep: Class 2 contains 6065 members 
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Mstep: Class 1 contains 16545 members 
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Mstep: Class 1 contains 16879 members 
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	Iteration 136Q: 3 clusters Score -4357232 nChanged 187
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Mstep: Class 1 contains 17066 members 
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	Iteration 140F: 3 clusters Score -4357398 nChanged 157
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	Iteration 141Q: 3 clusters Score -4357445 nChanged 178
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	Iteration 142Q: 3 clusters Score -4357490 nChanged 203
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	Iteration 143Q: 3 clusters Score -4357552 nChanged 194
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	Iteration 144Q: 3 clusters Score -4357612 nChanged 182
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	Iteration 145Q: 3 clusters Score -4357678 nChanged 186
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	Iteration 146Q: 3 clusters Score -4357733 nChanged 173
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	Iteration 147Q: 3 clusters Score -4357774 nChanged 162
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	Iteration 148Q: 3 clusters Score -4357825 nChanged 150
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	Iteration 149Q: 3 clusters Score -4357852 nChanged 149
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	Iteration 150Q: 3 clusters Score -4357884 nChanged 140
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	Iteration 151Q: 3 clusters Score -4357912 nChanged 139
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Mstep: Class 1 contains 19567 members 
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	Iteration 152Q: 3 clusters Score -4357944 nChanged 141
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Mstep: Class 1 contains 19706 members 
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	Iteration 153Q: 3 clusters Score -4357960 nChanged 123
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Mstep: Class 1 contains 19827 members 
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	Iteration 154Q: 3 clusters Score -4357992 nChanged 116
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	Iteration 155Q: 3 clusters Score -4358004 nChanged 92
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	Iteration 156Q: 3 clusters Score -4358012 nChanged 84
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	Iteration 157Q: 3 clusters Score -4358027 nChanged 88
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Mstep: Class 1 contains 20207 members 
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	Iteration 158Q: 3 clusters Score -4358030 nChanged 80
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	Iteration 159Q: 3 clusters Score -4358024 nChanged 63
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	Iteration 160F: 3 clusters Score -4358026 nChanged 49
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	Iteration 161Q: 3 clusters Score -4358024 nChanged 43
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	Iteration 162Q: 3 clusters Score -4358026 nChanged 32
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	Iteration 163Q: 3 clusters Score -4358028 nChanged 25
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	Iteration 164Q: 3 clusters Score -4358034 nChanged 23
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	Iteration 165Q: 3 clusters Score -4358032 nChanged 19
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	Iteration 166Q: 3 clusters Score -4358027 nChanged 20
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	Iteration 167Q: 3 clusters Score -4358026 nChanged 18
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	Iteration 168Q: 3 clusters Score -4358028 nChanged 20
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	Iteration 169Q: 3 clusters Score -4358037 nChanged 15
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	Iteration 170Q: 3 clusters Score -4358032 nChanged 17
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	Iteration 171Q: 3 clusters Score -4358035 nChanged 19
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	Iteration 172Q: 3 clusters Score -4358038 nChanged 18
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	Iteration 173Q: 3 clusters Score -4358042 nChanged 26
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	Iteration 174Q: 3 clusters Score -4358045 nChanged 21
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	Iteration 175Q: 3 clusters Score -4358041 nChanged 15
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	Iteration 176Q: 3 clusters Score -4358046 nChanged 12
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	Iteration 177Q: 3 clusters Score -4358036 nChanged 10
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	Iteration 178Q: 3 clusters Score -4358034 nChanged 9
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	Iteration 179Q: 3 clusters Score -4358040 nChanged 9
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	Iteration 180F: 3 clusters Score -4358044 nChanged 9
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	Iteration 181Q: 3 clusters Score -4358051 nChanged 5
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	Iteration 182Q: 3 clusters Score -4358046 nChanged 6
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	Iteration 183Q: 3 clusters Score -4358044 nChanged 6
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	Iteration 184Q: 3 clusters Score -4358044 nChanged 4
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	Iteration 185Q: 3 clusters Score -4358047 nChanged 1
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	Iteration 186Q: 3 clusters Score -4358044 nChanged 1
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Score: -4358044.000000 Penalty: 4965.119629
	Iteration 187Q: 3 clusters Score -4358044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4358041.500000 Penalty: 4965.119629
	Iteration 188Q: 3 clusters Score -4358042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4358043.500000 Penalty: 4965.119629
	Iteration 189Q: 3 clusters Score -4358044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4358043.500000 Penalty: 4965.119629
	Iteration 190F: 3 clusters Score -4358044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -55320.167969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -55320.17 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: -54007.886719 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -54007.89 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54389.761719 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -54389.76 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -54686.578125 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -54686.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -54868.843750 Penalty: 2991.219971
	Iteration 3F: 3 clusters Score -54868.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -55104.125000 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -55104.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -55325.386719 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -55325.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -55486.898438 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -55486.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55611.742188 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -55611.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55646.671875 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -55646.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55675.015625 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -55675.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55751.261719 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -55751.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55795.320312 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -55795.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55819.281250 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -55819.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55844.585938 Penalty: 2991.219971
	Iteration 13Q: 3 clusters Score -55844.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -55850.097656 Penalty: 2991.219971
	Iteration 14Q: 3 clusters Score -55850.1 nChanged 3
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: -55861.218750 Penalty: 2991.219971
	Iteration 15Q: 3 clusters Score -55861.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55863.121094 Penalty: 2991.219971
	Iteration 16Q: 3 clusters Score -55863.12 nChanged 1
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: -55881.886719 Penalty: 2991.219971
	Iteration 17Q: 3 clusters Score -55881.89 nChanged 0
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: -55881.886719 Penalty: 2991.219971
	Iteration 18F: 3 clusters Score -55881.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 14980 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28860 members 
Mstep: Class 6 contains 28129 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14526 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 14128 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35530 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26025 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 5990 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22353 members 
Mstep: Class 30 contains 44939 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22255 members 
Mstep: Class 33 contains 224 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17250 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27555 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16996 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26921 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8706 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26979 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
Score: -84203744.000000 Penalty: 167425.093750
Splitting cluster 33 changes total score from -84204896.000000 to -84203744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -91215.054688 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -91215.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -89769.632812 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -89769.63 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89974.093750 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -89974.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90019.851562 Penalty: 3107.589355
	Iteration 2Q: 3 clusters Score -90019.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90058.945312 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -90058.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90082.937500 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -90082.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90106.953125 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -90106.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90123.453125 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -90123.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90176.976562 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -90176.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -90202.031250 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -90202.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90218.664062 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -90218.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90228.585938 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -90228.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90248.960938 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -90248.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90275.929688 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -90275.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90299.093750 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -90299.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90323.132812 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -90323.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90339.703125 Penalty: 3107.589355
	Iteration 15Q: 3 clusters Score -90339.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90351.734375 Penalty: 3107.589355
	Iteration 16Q: 3 clusters Score -90351.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90359.984375 Penalty: 3107.589355
	Iteration 17Q: 3 clusters Score -90359.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90387.453125 Penalty: 3107.589355
	Iteration 18Q: 3 clusters Score -90387.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90399.546875 Penalty: 3107.589355
	Iteration 19Q: 3 clusters Score -90399.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90415.039062 Penalty: 3107.589355
	Iteration 20F: 3 clusters Score -90415.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90441.421875 Penalty: 3107.589355
	Iteration 21Q: 3 clusters Score -90441.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90452.601562 Penalty: 3107.589355
	Iteration 22Q: 3 clusters Score -90452.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90453.820312 Penalty: 3107.589355
	Iteration 23Q: 3 clusters Score -90453.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90460.039062 Penalty: 3107.589355
	Iteration 24Q: 3 clusters Score -90460.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90461.617188 Penalty: 3107.589355
	Iteration 25Q: 3 clusters Score -90461.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90461.617188 Penalty: 3107.589355
	Iteration 26F: 3 clusters Score -90461.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Entering Unmasked Estep 
Score: -3713605.000000 Penalty: 2419.380859
	Iteration 0F: 2 clusters Score -3713605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3702776.250000 Penalty: 4838.761719
	Iteration 0F: 3 clusters Score -3702776 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3706701.750000 Penalty: 4838.761719
	Iteration 1F: 3 clusters Score -3706702 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3707054.750000 Penalty: 4838.761719
	Iteration 2F: 3 clusters Score -3707055 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3707351.750000 Penalty: 4838.761719
	Iteration 3Q: 3 clusters Score -3707352 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3707635.500000 Penalty: 4838.761719
	Iteration 4Q: 3 clusters Score -3707636 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -3707842.500000 Penalty: 4838.761719
	Iteration 5Q: 3 clusters Score -3707842 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3708001.750000 Penalty: 4838.761719
	Iteration 6Q: 3 clusters Score -3708002 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3708353.500000 Penalty: 4838.761719
	Iteration 7Q: 3 clusters Score -3708354 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3708809.750000 Penalty: 4838.761719
	Iteration 8Q: 3 clusters Score -3708810 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3709367.750000 Penalty: 4838.761719
	Iteration 9F: 3 clusters Score -3709368 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3709869.250000 Penalty: 4838.761719
	Iteration 10Q: 3 clusters Score -3709869 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3710304.500000 Penalty: 4838.761719
	Iteration 11Q: 3 clusters Score -3710304 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3710669.750000 Penalty: 4838.761719
	Iteration 12Q: 3 clusters Score -3710670 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3710924.000000 Penalty: 4838.761719
	Iteration 13Q: 3 clusters Score -3710924 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3711096.500000 Penalty: 4838.761719
	Iteration 14Q: 3 clusters Score -3711096 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3711226.500000 Penalty: 4838.761719
	Iteration 15Q: 3 clusters Score -3711226 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3711342.500000 Penalty: 4838.761719
	Iteration 16Q: 3 clusters Score -3711342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3711389.500000 Penalty: 4838.761719
	Iteration 17Q: 3 clusters Score -3711390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3711430.500000 Penalty: 4838.761719
	Iteration 18Q: 3 clusters Score -3711430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3711453.750000 Penalty: 4838.761719
	Iteration 19Q: 3 clusters Score -3711454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -3711462.250000 Penalty: 4838.761719
	Iteration 20F: 3 clusters Score -3711462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3711472.500000 Penalty: 4838.761719
	Iteration 21Q: 3 clusters Score -3711472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -3711487.250000 Penalty: 4838.761719
	Iteration 22Q: 3 clusters Score -3711487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3711496.000000 Penalty: 4838.761719
	Iteration 23Q: 3 clusters Score -3711496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3711498.500000 Penalty: 4838.761719
	Iteration 24Q: 3 clusters Score -3711498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3711511.500000 Penalty: 4838.761719
	Iteration 25Q: 3 clusters Score -3711512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3711518.000000 Penalty: 4838.761719
	Iteration 26Q: 3 clusters Score -3711518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3711517.000000 Penalty: 4838.761719
	Iteration 27Q: 3 clusters Score -3711517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3711521.500000 Penalty: 4838.761719
	Iteration 28Q: 3 clusters Score -3711522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -3711526.000000 Penalty: 4838.761719
	Iteration 29Q: 3 clusters Score -3711526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -3711525.500000 Penalty: 4838.761719
	Iteration 30Q: 3 clusters Score -3711526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3711525.500000 Penalty: 4838.761719
	Iteration 31Q: 3 clusters Score -3711526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3711535.000000 Penalty: 4838.761719
	Iteration 32Q: 3 clusters Score -3711535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -3711533.000000 Penalty: 4838.761719
	Iteration 33Q: 3 clusters Score -3711533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3711534.000000 Penalty: 4838.761719
	Iteration 34Q: 3 clusters Score -3711534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3711532.000000 Penalty: 4838.761719
	Iteration 35Q: 3 clusters Score -3711532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3711534.500000 Penalty: 4838.761719
	Iteration 36Q: 3 clusters Score -3711534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3711534.500000 Penalty: 4838.761719
	Iteration 37F: 3 clusters Score -3711534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -144202.031250 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -144202 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 415 members 
Entering Unmasked Estep 
Score: -142424.234375 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -142424.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142795.453125 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -142795.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -143009.484375 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -143009.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -143165.656250 Penalty: 3311.833496
	Iteration 3F: 3 clusters Score -143165.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -143356.968750 Penalty: 3311.833496
	Iteration 4F: 3 clusters Score -143357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -143682.875000 Penalty: 3311.833496
	Iteration 5F: 3 clusters Score -143682.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -144116.750000 Penalty: 3311.833496
	Iteration 6F: 3 clusters Score -144116.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -144353.640625 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -144353.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -144467.546875 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -144467.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -144498.109375 Penalty: 3311.833496
	Iteration 9Q: 3 clusters Score -144498.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -144520.125000 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -144520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -144528.390625 Penalty: 3311.833496
	Iteration 11Q: 3 clusters Score -144528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -144531.593750 Penalty: 3311.833496
	Iteration 12Q: 3 clusters Score -144531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -144539.546875 Penalty: 3311.833496
	Iteration 13Q: 3 clusters Score -144539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144551.703125 Penalty: 3311.833496
	Iteration 14Q: 3 clusters Score -144551.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144559.578125 Penalty: 3311.833496
	Iteration 15Q: 3 clusters Score -144559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -144565.765625 Penalty: 3311.833496
	Iteration 16Q: 3 clusters Score -144565.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -144567.328125 Penalty: 3311.833496
	Iteration 17Q: 3 clusters Score -144567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -144573.875000 Penalty: 3311.833496
	Iteration 18Q: 3 clusters Score -144573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144582.046875 Penalty: 3311.833496
	Iteration 19Q: 3 clusters Score -144582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144593.640625 Penalty: 3311.833496
	Iteration 20F: 3 clusters Score -144593.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -144646.046875 Penalty: 3311.833496
	Iteration 21Q: 3 clusters Score -144646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -144784.046875 Penalty: 3311.833496
	Iteration 22Q: 3 clusters Score -144784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -144838.109375 Penalty: 3311.833496
	Iteration 23Q: 3 clusters Score -144838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -144923.328125 Penalty: 3311.833496
	Iteration 24Q: 3 clusters Score -144923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -145111.125000 Penalty: 3311.833496
	Iteration 25Q: 3 clusters Score -145111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -145111.125000 Penalty: 3311.833496
	Iteration 26F: 3 clusters Score -145111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14980 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28860 members 
Mstep: Class 6 contains 28129 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14526 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 14128 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35530 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26025 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 5990 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22353 members 
Mstep: Class 30 contains 44939 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22255 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17250 members 
Mstep: Class 36 contains 256 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27555 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16996 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26921 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8706 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26979 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
Score: -84204192.000000 Penalty: 167425.093750
Splitting cluster 36 changes total score from -84204896.000000 to -84204192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -113066.898438 Penalty: 1629.578979
	Iteration 0F: 2 clusters Score -113066.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -111394.484375 Penalty: 3259.157959
	Iteration 0F: 3 clusters Score -111394.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -111754.625000 Penalty: 3259.157959
	Iteration 1F: 3 clusters Score -111754.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -111939.804688 Penalty: 3259.157959
	Iteration 2F: 3 clusters Score -111939.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -112061.304688 Penalty: 3259.157959
	Iteration 3F: 3 clusters Score -112061.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -112151.796875 Penalty: 3259.157959
	Iteration 4Q: 3 clusters Score -112151.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112212.132812 Penalty: 3259.157959
	Iteration 5Q: 3 clusters Score -112212.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112265.859375 Penalty: 3259.157959
	Iteration 6Q: 3 clusters Score -112265.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -112287.382812 Penalty: 3259.157959
	Iteration 7Q: 3 clusters Score -112287.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -112314.226562 Penalty: 3259.157959
	Iteration 8Q: 3 clusters Score -112314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -112336.960938 Penalty: 3259.157959
	Iteration 9Q: 3 clusters Score -112337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -112348.273438 Penalty: 3259.157959
	Iteration 10Q: 3 clusters Score -112348.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -112360.828125 Penalty: 3259.157959
	Iteration 11Q: 3 clusters Score -112360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -112366.046875 Penalty: 3259.157959
	Iteration 12Q: 3 clusters Score -112366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -112366.820312 Penalty: 3259.157959
	Iteration 13Q: 3 clusters Score -112366.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -112366.820312 Penalty: 3259.157959
	Iteration 14F: 3 clusters Score -112366.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Entering Unmasked Estep 
Score: -5413268.500000 Penalty: 2535.536865
	Iteration 0F: 2 clusters Score -5413268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -5396399.500000 Penalty: 5071.073730
	Iteration 0F: 3 clusters Score -5396400 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -5403133.000000 Penalty: 5071.073730
	Iteration 1F: 3 clusters Score -5403133 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -5403522.000000 Penalty: 5071.073730
	Iteration 2Q: 3 clusters Score -5403522 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -5403861.000000 Penalty: 5071.073730
	Iteration 3Q: 3 clusters Score -5403861 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -5404207.000000 Penalty: 5071.073730
	Iteration 4Q: 3 clusters Score -5404207 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -5404508.500000 Penalty: 5071.073730
	Iteration 5Q: 3 clusters Score -5404508 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -5404924.000000 Penalty: 5071.073730
	Iteration 6Q: 3 clusters Score -5404924 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -5405382.000000 Penalty: 5071.073730
	Iteration 7Q: 3 clusters Score -5405382 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -5405992.500000 Penalty: 5071.073730
	Iteration 8Q: 3 clusters Score -5405992 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -5406854.500000 Penalty: 5071.073730
	Iteration 9F: 3 clusters Score -5406854 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -5407728.500000 Penalty: 5071.073730
	Iteration 10F: 3 clusters Score -5407728 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -5408504.500000 Penalty: 5071.073730
	Iteration 11F: 3 clusters Score -5408504 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -5409127.000000 Penalty: 5071.073730
	Iteration 12Q: 3 clusters Score -5409127 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5409646.000000 Penalty: 5071.073730
	Iteration 13Q: 3 clusters Score -5409646 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5410116.000000 Penalty: 5071.073730
	Iteration 14Q: 3 clusters Score -5410116 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5410462.500000 Penalty: 5071.073730
	Iteration 15Q: 3 clusters Score -5410462 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5410650.000000 Penalty: 5071.073730
	Iteration 16Q: 3 clusters Score -5410650 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5410813.000000 Penalty: 5071.073730
	Iteration 17Q: 3 clusters Score -5410813 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5410905.500000 Penalty: 5071.073730
	Iteration 18Q: 3 clusters Score -5410906 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5410965.500000 Penalty: 5071.073730
	Iteration 19Q: 3 clusters Score -5410966 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5411006.000000 Penalty: 5071.073730
	Iteration 20F: 3 clusters Score -5411006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5411048.000000 Penalty: 5071.073730
	Iteration 21Q: 3 clusters Score -5411048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5411053.500000 Penalty: 5071.073730
	Iteration 22Q: 3 clusters Score -5411054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5411068.500000 Penalty: 5071.073730
	Iteration 23Q: 3 clusters Score -5411068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5411084.000000 Penalty: 5071.073730
	Iteration 24Q: 3 clusters Score -5411084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5411095.500000 Penalty: 5071.073730
	Iteration 25Q: 3 clusters Score -5411096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5411099.000000 Penalty: 5071.073730
	Iteration 26Q: 3 clusters Score -5411099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5411111.000000 Penalty: 5071.073730
	Iteration 27Q: 3 clusters Score -5411111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5411122.500000 Penalty: 5071.073730
	Iteration 28Q: 3 clusters Score -5411122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5411129.000000 Penalty: 5071.073730
	Iteration 29Q: 3 clusters Score -5411129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5411151.000000 Penalty: 5071.073730
	Iteration 30Q: 3 clusters Score -5411151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5411150.000000 Penalty: 5071.073730
	Iteration 31Q: 3 clusters Score -5411150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5411160.000000 Penalty: 5071.073730
	Iteration 32Q: 3 clusters Score -5411160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5411159.500000 Penalty: 5071.073730
	Iteration 33Q: 3 clusters Score -5411160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5411163.500000 Penalty: 5071.073730
	Iteration 34Q: 3 clusters Score -5411164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5411166.500000 Penalty: 5071.073730
	Iteration 35Q: 3 clusters Score -5411166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5411169.000000 Penalty: 5071.073730
	Iteration 36Q: 3 clusters Score -5411169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5411168.000000 Penalty: 5071.073730
	Iteration 37Q: 3 clusters Score -5411168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5411171.000000 Penalty: 5071.073730
	Iteration 38Q: 3 clusters Score -5411171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5411179.500000 Penalty: 5071.073730
	Iteration 39Q: 3 clusters Score -5411180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5411177.500000 Penalty: 5071.073730
	Iteration 40F: 3 clusters Score -5411178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -92297.078125 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -92297.08 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 253 members 
Entering Unmasked Estep 
Score: -90867.531250 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -90867.53 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -91272.101562 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -91272.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91404.562500 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -91404.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -91450.335938 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -91450.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91475.242188 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -91475.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91490.367188 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -91490.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91495.312500 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -91495.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91499.226562 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -91499.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -91507.812500 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -91507.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91524.304688 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -91524.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91532.312500 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -91532.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91549.460938 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -91549.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91556.890625 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -91556.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91570.757812 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -91570.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91582.507812 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -91582.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91621.718750 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -91621.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -91652.921875 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -91652.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91673.289062 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -91673.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -91689.656250 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -91689.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91707.484375 Penalty: 3152.629395
	Iteration 19Q: 3 clusters Score -91707.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -91708.117188 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -91708.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Entering Unmasked Estep 
Score: -3656657.000000 Penalty: 2415.701904
	Iteration 0F: 2 clusters Score -3656657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3645809.500000 Penalty: 4831.403809
	Iteration 0F: 3 clusters Score -3645810 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3649632.750000 Penalty: 4831.403809
	Iteration 1F: 3 clusters Score -3649633 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3649989.750000 Penalty: 4831.403809
	Iteration 2F: 3 clusters Score -3649990 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -3650296.750000 Penalty: 4831.403809
	Iteration 3Q: 3 clusters Score -3650297 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3650547.750000 Penalty: 4831.403809
	Iteration 4Q: 3 clusters Score -3650548 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3650792.750000 Penalty: 4831.403809
	Iteration 5Q: 3 clusters Score -3650793 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3651012.750000 Penalty: 4831.403809
	Iteration 6Q: 3 clusters Score -3651013 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3651244.750000 Penalty: 4831.403809
	Iteration 7Q: 3 clusters Score -3651245 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3651528.750000 Penalty: 4831.403809
	Iteration 8Q: 3 clusters Score -3651529 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3651961.750000 Penalty: 4831.403809
	Iteration 9Q: 3 clusters Score -3651962 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3652371.250000 Penalty: 4831.403809
	Iteration 10Q: 3 clusters Score -3652371 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3652935.750000 Penalty: 4831.403809
	Iteration 11Q: 3 clusters Score -3652936 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3653340.250000 Penalty: 4831.403809
	Iteration 12Q: 3 clusters Score -3653340 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3653606.500000 Penalty: 4831.403809
	Iteration 13Q: 3 clusters Score -3653606 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3653855.250000 Penalty: 4831.403809
	Iteration 14Q: 3 clusters Score -3653855 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3654044.000000 Penalty: 4831.403809
	Iteration 15Q: 3 clusters Score -3654044 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3654176.250000 Penalty: 4831.403809
	Iteration 16Q: 3 clusters Score -3654176 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3654274.500000 Penalty: 4831.403809
	Iteration 17Q: 3 clusters Score -3654274 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3654328.750000 Penalty: 4831.403809
	Iteration 18Q: 3 clusters Score -3654329 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3654401.500000 Penalty: 4831.403809
	Iteration 19Q: 3 clusters Score -3654402 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3654435.000000 Penalty: 4831.403809
	Iteration 20F: 3 clusters Score -3654435 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3654461.500000 Penalty: 4831.403809
	Iteration 21Q: 3 clusters Score -3654462 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3654496.000000 Penalty: 4831.403809
	Iteration 22Q: 3 clusters Score -3654496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3654507.500000 Penalty: 4831.403809
	Iteration 23Q: 3 clusters Score -3654508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3654529.750000 Penalty: 4831.403809
	Iteration 24Q: 3 clusters Score -3654530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3654544.750000 Penalty: 4831.403809
	Iteration 25Q: 3 clusters Score -3654545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3654558.250000 Penalty: 4831.403809
	Iteration 26Q: 3 clusters Score -3654558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3654570.500000 Penalty: 4831.403809
	Iteration 27Q: 3 clusters Score -3654570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3654581.500000 Penalty: 4831.403809
	Iteration 28Q: 3 clusters Score -3654582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3654589.500000 Penalty: 4831.403809
	Iteration 29Q: 3 clusters Score -3654590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3654591.000000 Penalty: 4831.403809
	Iteration 30Q: 3 clusters Score -3654591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3654598.250000 Penalty: 4831.403809
	Iteration 31Q: 3 clusters Score -3654598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3654608.500000 Penalty: 4831.403809
	Iteration 32Q: 3 clusters Score -3654608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3654629.250000 Penalty: 4831.403809
	Iteration 33Q: 3 clusters Score -3654629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3654638.000000 Penalty: 4831.403809
	Iteration 34Q: 3 clusters Score -3654638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3654638.000000 Penalty: 4831.403809
	Iteration 35Q: 3 clusters Score -3654638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3654640.000000 Penalty: 4831.403809
	Iteration 36Q: 3 clusters Score -3654640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3654638.250000 Penalty: 4831.403809
	Iteration 37Q: 3 clusters Score -3654638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3654637.000000 Penalty: 4831.403809
	Iteration 38Q: 3 clusters Score -3654637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3654640.000000 Penalty: 4831.403809
	Iteration 39Q: 3 clusters Score -3654640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3654640.000000 Penalty: 4831.403809
	Iteration 40F: 3 clusters Score -3654640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -262616.062500 Penalty: 1797.981567
	Iteration 0F: 2 clusters Score -262616.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -260390.765625 Penalty: 3595.963135
	Iteration 0F: 3 clusters Score -260390.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -260898.531250 Penalty: 3595.963135
	Iteration 1F: 3 clusters Score -260898.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -261177.593750 Penalty: 3595.963135
	Iteration 2F: 3 clusters Score -261177.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -261352.531250 Penalty: 3595.963135
	Iteration 3F: 3 clusters Score -261352.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -261530.250000 Penalty: 3595.963135
	Iteration 4F: 3 clusters Score -261530.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -261679.500000 Penalty: 3595.963135
	Iteration 5F: 3 clusters Score -261679.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -261768.843750 Penalty: 3595.963135
	Iteration 6Q: 3 clusters Score -261768.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -261844.953125 Penalty: 3595.963135
	Iteration 7Q: 3 clusters Score -261845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -261903.859375 Penalty: 3595.963135
	Iteration 8Q: 3 clusters Score -261903.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -261944.296875 Penalty: 3595.963135
	Iteration 9Q: 3 clusters Score -261944.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -261976.156250 Penalty: 3595.963135
	Iteration 10Q: 3 clusters Score -261976.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -262011.843750 Penalty: 3595.963135
	Iteration 11Q: 3 clusters Score -262011.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -262034.984375 Penalty: 3595.963135
	Iteration 12Q: 3 clusters Score -262035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -262063.859375 Penalty: 3595.963135
	Iteration 13Q: 3 clusters Score -262063.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -262077.656250 Penalty: 3595.963135
	Iteration 14Q: 3 clusters Score -262077.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -262088.984375 Penalty: 3595.963135
	Iteration 15Q: 3 clusters Score -262089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -262094.234375 Penalty: 3595.963135
	Iteration 16Q: 3 clusters Score -262094.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -262102.359375 Penalty: 3595.963135
	Iteration 17Q: 3 clusters Score -262102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -262113.296875 Penalty: 3595.963135
	Iteration 18Q: 3 clusters Score -262113.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -262118.359375 Penalty: 3595.963135
	Iteration 19Q: 3 clusters Score -262118.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -262126.937500 Penalty: 3595.963135
	Iteration 20F: 3 clusters Score -262126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -262130.843750 Penalty: 3595.963135
	Iteration 21Q: 3 clusters Score -262130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -262131.562500 Penalty: 3595.963135
	Iteration 22Q: 3 clusters Score -262131.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -262131.562500 Penalty: 3595.963135
	Iteration 23F: 3 clusters Score -262131.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -36288.687500 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -36288.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35164.460938 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -35164.46 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35356.875000 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -35356.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35455.738281 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -35455.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -35504.625000 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -35504.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -35533.605469 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -35533.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -35555.476562 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -35555.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -35562.765625 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -35562.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -35565.386719 Penalty: 2824.091309
	Iteration 7Q: 3 clusters Score -35565.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -35565.386719 Penalty: 2824.091309
	Iteration 8F: 3 clusters Score -35565.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -412721.093750 Penalty: 1923.005005
	Iteration 0F: 2 clusters Score -412721.1 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 1141 members 
Entering Unmasked Estep 
Score: -409954.031250 Penalty: 3846.010010
	Iteration 0F: 3 clusters Score -409954 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -410884.500000 Penalty: 3846.010010
	Iteration 1F: 3 clusters Score -410884.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -411336.843750 Penalty: 3846.010010
	Iteration 2F: 3 clusters Score -411336.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -411855.156250 Penalty: 3846.010010
	Iteration 3F: 3 clusters Score -411855.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -412348.625000 Penalty: 3846.010010
	Iteration 4F: 3 clusters Score -412348.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -412650.125000 Penalty: 3846.010010
	Iteration 5F: 3 clusters Score -412650.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -412766.843750 Penalty: 3846.010010
	Iteration 6Q: 3 clusters Score -412766.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -412823.593750 Penalty: 3846.010010
	Iteration 7Q: 3 clusters Score -412823.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -412856.406250 Penalty: 3846.010010
	Iteration 8Q: 3 clusters Score -412856.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -412870.843750 Penalty: 3846.010010
	Iteration 9Q: 3 clusters Score -412870.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -412880.625000 Penalty: 3846.010010
	Iteration 10Q: 3 clusters Score -412880.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -412887.250000 Penalty: 3846.010010
	Iteration 11Q: 3 clusters Score -412887.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -412893.625000 Penalty: 3846.010010
	Iteration 12Q: 3 clusters Score -412893.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -412899.656250 Penalty: 3846.010010
	Iteration 13Q: 3 clusters Score -412899.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -412904.812500 Penalty: 3846.010010
	Iteration 14Q: 3 clusters Score -412904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -412908.062500 Penalty: 3846.010010
	Iteration 15Q: 3 clusters Score -412908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -412910.093750 Penalty: 3846.010010
	Iteration 16Q: 3 clusters Score -412910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -412910.937500 Penalty: 3846.010010
	Iteration 17Q: 3 clusters Score -412910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -412910.937500 Penalty: 3846.010010
	Iteration 18F: 3 clusters Score -412910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14980 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28860 members 
Mstep: Class 6 contains 28129 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14526 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 14128 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35530 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26025 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 5990 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22353 members 
Mstep: Class 30 contains 44939 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22255 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17250 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27555 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16996 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 1292 members 
Mstep: Class 44 contains 26921 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8706 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26979 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
Score: -84203856.000000 Penalty: 167425.093750
Splitting cluster 43 changes total score from -84204896.000000 to -84203856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (26921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Entering Unmasked Estep 
Score: -5284076.500000 Penalty: 2529.764160
	Iteration 0F: 2 clusters Score -5284076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -5267340.500000 Penalty: 5059.528320
	Iteration 0F: 3 clusters Score -5267340 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -5273756.000000 Penalty: 5059.528320
	Iteration 1F: 3 clusters Score -5273756 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -5274268.500000 Penalty: 5059.528320
	Iteration 2F: 3 clusters Score -5274268 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -5274786.500000 Penalty: 5059.528320
	Iteration 3Q: 3 clusters Score -5274786 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -5275324.000000 Penalty: 5059.528320
	Iteration 4Q: 3 clusters Score -5275324 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -5275916.500000 Penalty: 5059.528320
	Iteration 5Q: 3 clusters Score -5275916 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -5276597.000000 Penalty: 5059.528320
	Iteration 6Q: 3 clusters Score -5276597 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -5277588.000000 Penalty: 5059.528320
	Iteration 7F: 3 clusters Score -5277588 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -5278834.000000 Penalty: 5059.528320
	Iteration 8F: 3 clusters Score -5278834 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -5280016.000000 Penalty: 5059.528320
	Iteration 9F: 3 clusters Score -5280016 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -5280857.500000 Penalty: 5059.528320
	Iteration 10Q: 3 clusters Score -5280858 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -5281329.000000 Penalty: 5059.528320
	Iteration 11Q: 3 clusters Score -5281329 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -5281637.500000 Penalty: 5059.528320
	Iteration 12Q: 3 clusters Score -5281638 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -5281853.000000 Penalty: 5059.528320
	Iteration 13Q: 3 clusters Score -5281853 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -5282010.500000 Penalty: 5059.528320
	Iteration 14Q: 3 clusters Score -5282010 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -5282144.500000 Penalty: 5059.528320
	Iteration 15Q: 3 clusters Score -5282144 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -5282298.500000 Penalty: 5059.528320
	Iteration 16Q: 3 clusters Score -5282298 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -5282434.000000 Penalty: 5059.528320
	Iteration 17Q: 3 clusters Score -5282434 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -5282504.500000 Penalty: 5059.528320
	Iteration 18Q: 3 clusters Score -5282504 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -5282583.500000 Penalty: 5059.528320
	Iteration 19Q: 3 clusters Score -5282584 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -5282625.500000 Penalty: 5059.528320
	Iteration 20F: 3 clusters Score -5282626 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -5282646.500000 Penalty: 5059.528320
	Iteration 21Q: 3 clusters Score -5282646 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -5282677.000000 Penalty: 5059.528320
	Iteration 22Q: 3 clusters Score -5282677 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -5282671.500000 Penalty: 5059.528320
	Iteration 23Q: 3 clusters Score -5282672 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -5282657.500000 Penalty: 5059.528320
	Iteration 24Q: 3 clusters Score -5282658 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -5282668.500000 Penalty: 5059.528320
	Iteration 25Q: 3 clusters Score -5282668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -5282677.000000 Penalty: 5059.528320
	Iteration 26Q: 3 clusters Score -5282677 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -5282675.500000 Penalty: 5059.528320
	Iteration 27Q: 3 clusters Score -5282676 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -5282677.000000 Penalty: 5059.528320
	Iteration 28Q: 3 clusters Score -5282677 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -5282655.500000 Penalty: 5059.528320
	Iteration 29Q: 3 clusters Score -5282656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -5282669.500000 Penalty: 5059.528320
	Iteration 30Q: 3 clusters Score -5282670 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -5282661.000000 Penalty: 5059.528320
	Iteration 31Q: 3 clusters Score -5282661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -5282663.500000 Penalty: 5059.528320
	Iteration 32Q: 3 clusters Score -5282664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -5282664.000000 Penalty: 5059.528320
	Iteration 33Q: 3 clusters Score -5282664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -5282661.000000 Penalty: 5059.528320
	Iteration 34Q: 3 clusters Score -5282661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -5282666.000000 Penalty: 5059.528320
	Iteration 35Q: 3 clusters Score -5282666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -5282659.000000 Penalty: 5059.528320
	Iteration 36Q: 3 clusters Score -5282659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -5282680.500000 Penalty: 5059.528320
	Iteration 37Q: 3 clusters Score -5282680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -5282667.500000 Penalty: 5059.528320
	Iteration 38Q: 3 clusters Score -5282668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -5282662.500000 Penalty: 5059.528320
	Iteration 39Q: 3 clusters Score -5282662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5282663.000000 Penalty: 5059.528320
	Iteration 40F: 3 clusters Score -5282663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -5282652.500000 Penalty: 5059.528320
	Iteration 41Q: 3 clusters Score -5282652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5282660.000000 Penalty: 5059.528320
	Iteration 42Q: 3 clusters Score -5282660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -5282660.500000 Penalty: 5059.528320
	Iteration 43Q: 3 clusters Score -5282660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -5282650.500000 Penalty: 5059.528320
	Iteration 44Q: 3 clusters Score -5282650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -5282667.500000 Penalty: 5059.528320
	Iteration 45Q: 3 clusters Score -5282668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -5282669.500000 Penalty: 5059.528320
	Iteration 46Q: 3 clusters Score -5282670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -5282662.000000 Penalty: 5059.528320
	Iteration 47Q: 3 clusters Score -5282662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -5282668.500000 Penalty: 5059.528320
	Iteration 48Q: 3 clusters Score -5282668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -5282659.000000 Penalty: 5059.528320
	Iteration 49Q: 3 clusters Score -5282659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -5282666.000000 Penalty: 5059.528320
	Iteration 50Q: 3 clusters Score -5282666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -5282670.500000 Penalty: 5059.528320
	Iteration 51Q: 3 clusters Score -5282670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -5282665.500000 Penalty: 5059.528320
	Iteration 52Q: 3 clusters Score -5282666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -5282664.500000 Penalty: 5059.528320
	Iteration 53Q: 3 clusters Score -5282664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -5282658.500000 Penalty: 5059.528320
	Iteration 54Q: 3 clusters Score -5282658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -5282658.000000 Penalty: 5059.528320
	Iteration 55Q: 3 clusters Score -5282658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5282667.000000 Penalty: 5059.528320
	Iteration 56Q: 3 clusters Score -5282667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -5282660.500000 Penalty: 5059.528320
	Iteration 57Q: 3 clusters Score -5282660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5282656.000000 Penalty: 5059.528320
	Iteration 58Q: 3 clusters Score -5282656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -5282666.500000 Penalty: 5059.528320
	Iteration 59Q: 3 clusters Score -5282666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -5282664.000000 Penalty: 5059.528320
	Iteration 60F: 3 clusters Score -5282664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5282665.000000 Penalty: 5059.528320
	Iteration 61Q: 3 clusters Score -5282665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -5282665.500000 Penalty: 5059.528320
	Iteration 62Q: 3 clusters Score -5282666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -5282664.500000 Penalty: 5059.528320
	Iteration 63Q: 3 clusters Score -5282664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -5282661.500000 Penalty: 5059.528320
	Iteration 64Q: 3 clusters Score -5282662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -5282662.000000 Penalty: 5059.528320
	Iteration 65Q: 3 clusters Score -5282662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -5282662.000000 Penalty: 5059.528320
	Iteration 66F: 3 clusters Score -5282662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -88004.875000 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -88004.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -86499.109375 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -86499.11 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -86708.656250 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -86708.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -86768.609375 Penalty: 3123.366211
	Iteration 2Q: 3 clusters Score -86768.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86796.453125 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -86796.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -86830.007812 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -86830.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -86853.156250 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -86853.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86870.828125 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -86870.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -86875.742188 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -86875.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -86880.007812 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -86880.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -86881.531250 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -86881.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -86889.117188 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -86889.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -86907.117188 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -86907.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -86923.335938 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -86923.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -86925.710938 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -86925.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -86926.429688 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -86926.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -86933.421875 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -86933.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -86937.992188 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -86937.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -86941.882812 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -86941.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -86950.679688 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -86950.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -86956.750000 Penalty: 3123.366211
	Iteration 19Q: 3 clusters Score -86956.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -86964.250000 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -86964.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -86969.523438 Penalty: 3123.366211
	Iteration 21Q: 3 clusters Score -86969.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -86970.562500 Penalty: 3123.366211
	Iteration 22Q: 3 clusters Score -86970.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -86971.554688 Penalty: 3123.366211
	Iteration 23Q: 3 clusters Score -86971.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -86972.781250 Penalty: 3123.366211
	Iteration 24Q: 3 clusters Score -86972.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -86975.070312 Penalty: 3123.366211
	Iteration 25Q: 3 clusters Score -86975.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -86975.070312 Penalty: 3123.366211
	Iteration 26F: 3 clusters Score -86975.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -309085.625000 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -309085.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -306684.968750 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -306685 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -307132.312500 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -307132.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -307286.687500 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -307286.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -307403.531250 Penalty: 3692.637207
	Iteration 3F: 3 clusters Score -307403.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -307476.500000 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -307476.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -307539.593750 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -307539.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -307609.187500 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -307609.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -307679.906250 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -307679.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -307753.156250 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -307753.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -307803.843750 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -307803.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -307831.093750 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -307831.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -307850.437500 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -307850.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -307869.437500 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -307869.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -307876.781250 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -307876.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -307882.843750 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -307882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -307887.718750 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -307887.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -307891.656250 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -307891.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -307896.406250 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -307896.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -307900.968750 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -307901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -307904.968750 Penalty: 3692.637207
	Iteration 19Q: 3 clusters Score -307905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -307905.375000 Penalty: 3692.637207
	Iteration 20F: 3 clusters Score -307905.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -53372.750000 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -53372.75 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 185 members 
Entering Unmasked Estep 
Score: -52050.558594 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -52050.56 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52239.824219 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -52239.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52340.164062 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -52340.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52381.601562 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -52381.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -52397.839844 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -52397.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52405.570312 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -52405.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52421.183594 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -52421.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52435.523438 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -52435.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52446.066406 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -52446.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52457.746094 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -52457.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52473.582031 Penalty: 2934.436279
	Iteration 10Q: 3 clusters Score -52473.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52484.421875 Penalty: 2934.436279
	Iteration 11Q: 3 clusters Score -52484.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52493.531250 Penalty: 2934.436279
	Iteration 12Q: 3 clusters Score -52493.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52512.781250 Penalty: 2934.436279
	Iteration 13Q: 3 clusters Score -52512.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52526.105469 Penalty: 2934.436279
	Iteration 14Q: 3 clusters Score -52526.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52528.542969 Penalty: 2934.436279
	Iteration 15Q: 3 clusters Score -52528.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52528.542969 Penalty: 2934.436279
	Iteration 16F: 3 clusters Score -52528.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Entering Unmasked Estep 
Score: -1629371.250000 Penalty: 2249.798340
	Iteration 0F: 2 clusters Score -1629371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1622546.500000 Penalty: 4499.596680
	Iteration 0F: 3 clusters Score -1622546 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1624533.500000 Penalty: 4499.596680
	Iteration 1F: 3 clusters Score -1624534 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1624795.500000 Penalty: 4499.596680
	Iteration 2F: 3 clusters Score -1624796 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1624974.750000 Penalty: 4499.596680
	Iteration 3Q: 3 clusters Score -1624975 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1625142.875000 Penalty: 4499.596680
	Iteration 4Q: 3 clusters Score -1625143 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1625325.125000 Penalty: 4499.596680
	Iteration 5Q: 3 clusters Score -1625325 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1625536.250000 Penalty: 4499.596680
	Iteration 6Q: 3 clusters Score -1625536 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1625738.875000 Penalty: 4499.596680
	Iteration 7Q: 3 clusters Score -1625739 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1625963.125000 Penalty: 4499.596680
	Iteration 8Q: 3 clusters Score -1625963 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1626201.625000 Penalty: 4499.596680
	Iteration 9Q: 3 clusters Score -1626202 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1626444.125000 Penalty: 4499.596680
	Iteration 10Q: 3 clusters Score -1626444 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1626653.125000 Penalty: 4499.596680
	Iteration 11Q: 3 clusters Score -1626653 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1626805.500000 Penalty: 4499.596680
	Iteration 12Q: 3 clusters Score -1626806 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1626934.375000 Penalty: 4499.596680
	Iteration 13Q: 3 clusters Score -1626934 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1627043.500000 Penalty: 4499.596680
	Iteration 14Q: 3 clusters Score -1627044 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1627144.500000 Penalty: 4499.596680
	Iteration 15Q: 3 clusters Score -1627144 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1627223.250000 Penalty: 4499.596680
	Iteration 16Q: 3 clusters Score -1627223 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1627287.250000 Penalty: 4499.596680
	Iteration 17Q: 3 clusters Score -1627287 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1627334.625000 Penalty: 4499.596680
	Iteration 18Q: 3 clusters Score -1627335 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1627380.375000 Penalty: 4499.596680
	Iteration 19Q: 3 clusters Score -1627380 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1627414.625000 Penalty: 4499.596680
	Iteration 20F: 3 clusters Score -1627415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1627450.250000 Penalty: 4499.596680
	Iteration 21Q: 3 clusters Score -1627450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1627475.375000 Penalty: 4499.596680
	Iteration 22Q: 3 clusters Score -1627475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1627492.625000 Penalty: 4499.596680
	Iteration 23Q: 3 clusters Score -1627493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1627511.875000 Penalty: 4499.596680
	Iteration 24Q: 3 clusters Score -1627512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1627525.000000 Penalty: 4499.596680
	Iteration 25Q: 3 clusters Score -1627525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1627544.375000 Penalty: 4499.596680
	Iteration 26Q: 3 clusters Score -1627544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1627563.250000 Penalty: 4499.596680
	Iteration 27Q: 3 clusters Score -1627563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1627577.250000 Penalty: 4499.596680
	Iteration 28Q: 3 clusters Score -1627577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1627583.875000 Penalty: 4499.596680
	Iteration 29Q: 3 clusters Score -1627584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1627597.250000 Penalty: 4499.596680
	Iteration 30Q: 3 clusters Score -1627597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1627604.500000 Penalty: 4499.596680
	Iteration 31Q: 3 clusters Score -1627604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1627612.375000 Penalty: 4499.596680
	Iteration 32Q: 3 clusters Score -1627612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1627614.125000 Penalty: 4499.596680
	Iteration 33Q: 3 clusters Score -1627614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1627614.750000 Penalty: 4499.596680
	Iteration 34Q: 3 clusters Score -1627615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1627615.125000 Penalty: 4499.596680
	Iteration 35Q: 3 clusters Score -1627615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1627614.250000 Penalty: 4499.596680
	Iteration 36Q: 3 clusters Score -1627614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1627614.250000 Penalty: 4499.596680
	Iteration 37F: 3 clusters Score -1627614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -25967.187500 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -25967.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24941.824219 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -24941.82 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25107.001953 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -25107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25166.115234 Penalty: 2798.385986
	Iteration 2F: 3 clusters Score -25166.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25280.177734 Penalty: 2798.385986
	Iteration 3F: 3 clusters Score -25280.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25396.291016 Penalty: 2798.385986
	Iteration 4F: 3 clusters Score -25396.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25519.236328 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -25519.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25722.474609 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -25722.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25807.105469 Penalty: 2798.385986
	Iteration 7Q: 3 clusters Score -25807.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25865.158203 Penalty: 2798.385986
	Iteration 8Q: 3 clusters Score -25865.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25886.570312 Penalty: 2798.385986
	Iteration 9Q: 3 clusters Score -25886.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25887.916016 Penalty: 2798.385986
	Iteration 10F: 3 clusters Score -25887.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25934.121094 Penalty: 2798.385986
	Iteration 11Q: 3 clusters Score -25934.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25935.677734 Penalty: 2798.385986
	Iteration 12F: 3 clusters Score -25935.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25963.523438 Penalty: 2798.385986
	Iteration 13Q: 3 clusters Score -25963.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25963.523438 Penalty: 2798.385986
	Iteration 14F: 3 clusters Score -25963.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -73565.171875 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -73565.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72111.117188 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -72111.12 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72404.734375 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -72404.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -72488.281250 Penalty: 3071.411621
	Iteration 2F: 3 clusters Score -72488.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -72549.570312 Penalty: 3071.411621
	Iteration 3Q: 3 clusters Score -72549.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -72569.070312 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -72569.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -72588.203125 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -72588.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72605.898438 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -72605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72620.859375 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -72620.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72633.976562 Penalty: 3071.411621
	Iteration 8Q: 3 clusters Score -72633.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72639.671875 Penalty: 3071.411621
	Iteration 9Q: 3 clusters Score -72639.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72639.671875 Penalty: 3071.411621
	Iteration 10F: 3 clusters Score -72639.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (26979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Entering Unmasked Estep 
Score: -5297025.000000 Penalty: 2530.297852
	Iteration 0F: 2 clusters Score -5297025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -5280589.500000 Penalty: 5060.595703
	Iteration 0F: 3 clusters Score -5280590 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -5287213.500000 Penalty: 5060.595703
	Iteration 1F: 3 clusters Score -5287214 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -5287759.000000 Penalty: 5060.595703
	Iteration 2Q: 3 clusters Score -5287759 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -5288216.500000 Penalty: 5060.595703
	Iteration 3Q: 3 clusters Score -5288216 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -5288651.000000 Penalty: 5060.595703
	Iteration 4Q: 3 clusters Score -5288651 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -5289095.500000 Penalty: 5060.595703
	Iteration 5Q: 3 clusters Score -5289096 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -5289521.500000 Penalty: 5060.595703
	Iteration 6Q: 3 clusters Score -5289522 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -5290146.000000 Penalty: 5060.595703
	Iteration 7Q: 3 clusters Score -5290146 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -5291011.500000 Penalty: 5060.595703
	Iteration 8F: 3 clusters Score -5291012 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -5292041.500000 Penalty: 5060.595703
	Iteration 9F: 3 clusters Score -5292042 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -5293140.500000 Penalty: 5060.595703
	Iteration 10F: 3 clusters Score -5293140 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -5293843.500000 Penalty: 5060.595703
	Iteration 11Q: 3 clusters Score -5293844 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -5294124.000000 Penalty: 5060.595703
	Iteration 12Q: 3 clusters Score -5294124 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -5294234.500000 Penalty: 5060.595703
	Iteration 13Q: 3 clusters Score -5294234 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -5294305.000000 Penalty: 5060.595703
	Iteration 14Q: 3 clusters Score -5294305 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -5294353.000000 Penalty: 5060.595703
	Iteration 15Q: 3 clusters Score -5294353 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -5294381.500000 Penalty: 5060.595703
	Iteration 16Q: 3 clusters Score -5294382 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -5294406.000000 Penalty: 5060.595703
	Iteration 17Q: 3 clusters Score -5294406 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -5294457.500000 Penalty: 5060.595703
	Iteration 18Q: 3 clusters Score -5294458 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -5294459.000000 Penalty: 5060.595703
	Iteration 19Q: 3 clusters Score -5294459 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -5294468.000000 Penalty: 5060.595703
	Iteration 20F: 3 clusters Score -5294468 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -5294490.000000 Penalty: 5060.595703
	Iteration 21Q: 3 clusters Score -5294490 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -5294488.000000 Penalty: 5060.595703
	Iteration 22Q: 3 clusters Score -5294488 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -5294504.000000 Penalty: 5060.595703
	Iteration 23Q: 3 clusters Score -5294504 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -5294510.000000 Penalty: 5060.595703
	Iteration 24Q: 3 clusters Score -5294510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -5294514.000000 Penalty: 5060.595703
	Iteration 25Q: 3 clusters Score -5294514 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -5294522.500000 Penalty: 5060.595703
	Iteration 26Q: 3 clusters Score -5294522 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5294537.000000 Penalty: 5060.595703
	Iteration 27Q: 3 clusters Score -5294537 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -5294550.500000 Penalty: 5060.595703
	Iteration 28Q: 3 clusters Score -5294550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -5294555.000000 Penalty: 5060.595703
	Iteration 29Q: 3 clusters Score -5294555 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -5294549.500000 Penalty: 5060.595703
	Iteration 30Q: 3 clusters Score -5294550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -5294552.500000 Penalty: 5060.595703
	Iteration 31Q: 3 clusters Score -5294552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -5294547.000000 Penalty: 5060.595703
	Iteration 32Q: 3 clusters Score -5294547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -5294547.500000 Penalty: 5060.595703
	Iteration 33Q: 3 clusters Score -5294548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -5294556.500000 Penalty: 5060.595703
	Iteration 34Q: 3 clusters Score -5294556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -5294557.500000 Penalty: 5060.595703
	Iteration 35Q: 3 clusters Score -5294558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -5294565.500000 Penalty: 5060.595703
	Iteration 36Q: 3 clusters Score -5294566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -5294551.000000 Penalty: 5060.595703
	Iteration 37Q: 3 clusters Score -5294551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -5294553.500000 Penalty: 5060.595703
	Iteration 38Q: 3 clusters Score -5294554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -5294555.000000 Penalty: 5060.595703
	Iteration 39Q: 3 clusters Score -5294555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -5294548.000000 Penalty: 5060.595703
	Iteration 40F: 3 clusters Score -5294548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -5294550.500000 Penalty: 5060.595703
	Iteration 41Q: 3 clusters Score -5294550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -5294549.500000 Penalty: 5060.595703
	Iteration 42Q: 3 clusters Score -5294550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -5294554.500000 Penalty: 5060.595703
	Iteration 43Q: 3 clusters Score -5294554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -5294566.000000 Penalty: 5060.595703
	Iteration 44Q: 3 clusters Score -5294566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -5294561.000000 Penalty: 5060.595703
	Iteration 45Q: 3 clusters Score -5294561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -5294559.500000 Penalty: 5060.595703
	Iteration 46Q: 3 clusters Score -5294560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -5294560.500000 Penalty: 5060.595703
	Iteration 47Q: 3 clusters Score -5294560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -5294569.500000 Penalty: 5060.595703
	Iteration 48Q: 3 clusters Score -5294570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -5294559.000000 Penalty: 5060.595703
	Iteration 49Q: 3 clusters Score -5294559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -5294566.000000 Penalty: 5060.595703
	Iteration 50Q: 3 clusters Score -5294566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -5294569.000000 Penalty: 5060.595703
	Iteration 51Q: 3 clusters Score -5294569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -5294564.500000 Penalty: 5060.595703
	Iteration 52Q: 3 clusters Score -5294564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -5294561.000000 Penalty: 5060.595703
	Iteration 53Q: 3 clusters Score -5294561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -5294563.000000 Penalty: 5060.595703
	Iteration 54Q: 3 clusters Score -5294563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -5294563.500000 Penalty: 5060.595703
	Iteration 55Q: 3 clusters Score -5294564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -5294559.500000 Penalty: 5060.595703
	Iteration 56Q: 3 clusters Score -5294560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -5294559.500000 Penalty: 5060.595703
	Iteration 57Q: 3 clusters Score -5294560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -5294564.000000 Penalty: 5060.595703
	Iteration 58Q: 3 clusters Score -5294564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -5294561.000000 Penalty: 5060.595703
	Iteration 59Q: 3 clusters Score -5294561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -5294563.000000 Penalty: 5060.595703
	Iteration 60F: 3 clusters Score -5294563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -5294566.000000 Penalty: 5060.595703
	Iteration 61Q: 3 clusters Score -5294566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -5294564.000000 Penalty: 5060.595703
	Iteration 62Q: 3 clusters Score -5294564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -5294564.000000 Penalty: 5060.595703
	Iteration 63F: 3 clusters Score -5294564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -121150.578125 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -121150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -119489.679688 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -119489.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -119811.406250 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -119811.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -119925.421875 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -119925.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -119985.117188 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -119985.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -120035.351562 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -120035.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -120063.757812 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -120063.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -120085.453125 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -120085.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -120105.695312 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -120105.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -120135.984375 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -120136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -120166.046875 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -120166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -120205.375000 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -120205.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -120225.515625 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -120225.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -120244.484375 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -120244.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -120279.351562 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -120279.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -120310.132812 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -120310.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -120320.070312 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -120320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -120322.398438 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -120322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -120322.835938 Penalty: 3274.210205
	Iteration 17Q: 3 clusters Score -120322.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -120322.835938 Penalty: 3274.210205
	Iteration 18F: 3 clusters Score -120322.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14980 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28860 members 
Mstep: Class 6 contains 28129 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14526 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 14128 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35530 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26025 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 5990 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22353 members 
Mstep: Class 30 contains 44939 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22255 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17250 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27555 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16996 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26921 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8706 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26979 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204944.000000 Penalty: 164205.375000
Iteration 279Q: 52 clusters Score -8.420494e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14981 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28849 members 
Mstep: Class 6 contains 28052 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14531 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14118 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35628 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26022 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4062 members 
Mstep: Class 29 contains 22350 members 
Mstep: Class 30 contains 44939 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22262 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17249 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27555 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16993 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26902 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8703 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26990 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204952.000000 Penalty: 164205.375000
Iteration 280F: 52 clusters Score -8.420495e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14983 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28827 members 
Mstep: Class 6 contains 28000 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14532 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14111 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35711 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 26015 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4061 members 
Mstep: Class 29 contains 22358 members 
Mstep: Class 30 contains 44930 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22269 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17244 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27571 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16994 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26894 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8701 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26986 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204992.000000 Penalty: 164205.375000
Iteration 281Q: 52 clusters Score -8.420499e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14986 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28795 members 
Mstep: Class 6 contains 27953 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14535 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14103 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35796 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25995 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22367 members 
Mstep: Class 30 contains 44916 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22274 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17240 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27590 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16995 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26863 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8699 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27019 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204960.000000 Penalty: 164205.375000
Iteration 282Q: 52 clusters Score -8.420496e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14988 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28776 members 
Mstep: Class 6 contains 27897 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14539 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14106 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35888 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25988 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 5993 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22365 members 
Mstep: Class 30 contains 44908 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22280 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17239 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27599 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16991 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26822 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27044 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204880.000000 Penalty: 164205.375000
Iteration 283Q: 52 clusters Score -8.420488e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14986 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28748 members 
Mstep: Class 6 contains 27861 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14541 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14110 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35956 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25962 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 5994 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22367 members 
Mstep: Class 30 contains 44893 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22296 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17239 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27603 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16988 members 
Mstep: Class 41 contains 1409 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26820 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8693 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27059 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204920.000000 Penalty: 164205.375000
Iteration 284Q: 52 clusters Score -8.420492e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14986 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28723 members 
Mstep: Class 6 contains 27826 members 
Mstep: Class 7 contains 4663 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14541 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6548 members 
Mstep: Class 14 contains 14112 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36029 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25936 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 5996 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22371 members 
Mstep: Class 30 contains 44887 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22326 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17240 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27597 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16982 members 
Mstep: Class 41 contains 1409 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26807 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8693 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27064 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204848.000000 Penalty: 164205.375000
Iteration 285Q: 52 clusters Score -8.420485e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14985 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28707 members 
Mstep: Class 6 contains 27799 members 
Mstep: Class 7 contains 4663 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14539 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14121 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36106 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25918 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 5996 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 22374 members 
Mstep: Class 30 contains 44882 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22346 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17243 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27596 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16977 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26787 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27048 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205016.000000 Penalty: 164205.375000
Iteration 286Q: 52 clusters Score -8.420502e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14985 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28704 members 
Mstep: Class 6 contains 27755 members 
Mstep: Class 7 contains 4662 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14535 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14132 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36184 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25905 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 5996 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 22377 members 
Mstep: Class 30 contains 44876 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22353 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17245 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27579 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16976 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26777 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8699 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27041 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205104.000000 Penalty: 164205.375000
Iteration 287Q: 52 clusters Score -8.42051e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14986 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28701 members 
Mstep: Class 6 contains 27724 members 
Mstep: Class 7 contains 4662 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14539 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14139 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36247 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25874 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 5996 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 22382 members 
Mstep: Class 30 contains 44873 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22369 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17244 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27559 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26755 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8700 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27057 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205176.000000 Penalty: 164205.375000
Iteration 288Q: 52 clusters Score -8.420518e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14988 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28681 members 
Mstep: Class 6 contains 27716 members 
Mstep: Class 7 contains 4662 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14533 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14145 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36306 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25844 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 5997 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 22382 members 
Mstep: Class 30 contains 44865 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22394 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17244 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27544 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16974 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26748 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8703 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27054 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205296.000000 Penalty: 164205.375000
Iteration 289Q: 52 clusters Score -8.42053e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14991 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28669 members 
Mstep: Class 6 contains 27703 members 
Mstep: Class 7 contains 4662 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14533 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14154 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36366 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25806 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 5996 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22384 members 
Mstep: Class 30 contains 44854 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22412 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17241 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27534 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26745 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8703 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27051 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205160.000000 Penalty: 164205.375000
Iteration 290Q: 52 clusters Score -8.420516e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14990 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28647 members 
Mstep: Class 6 contains 27689 members 
Mstep: Class 7 contains 4661 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14536 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14173 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36432 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25763 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 5997 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4062 members 
Mstep: Class 29 contains 22378 members 
Mstep: Class 30 contains 44849 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22424 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17243 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27520 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16965 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26750 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8704 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27056 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204992.000000 Penalty: 164205.375000
Iteration 291Q: 52 clusters Score -8.420499e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14988 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28649 members 
Mstep: Class 6 contains 27675 members 
Mstep: Class 7 contains 4660 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14537 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14177 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36490 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25704 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 5997 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4063 members 
Mstep: Class 29 contains 22371 members 
Mstep: Class 30 contains 44848 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22425 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17247 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27516 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16963 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26755 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8703 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27070 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205024.000000 Penalty: 164205.375000
Iteration 292Q: 52 clusters Score -8.420502e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14988 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28652 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14533 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14182 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36531 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25659 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 5997 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4064 members 
Mstep: Class 29 contains 22374 members 
Mstep: Class 30 contains 44846 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22418 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17245 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27535 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16964 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26769 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8704 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27061 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204944.000000 Penalty: 164205.375000
Iteration 293Q: 52 clusters Score -8.420494e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14987 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28630 members 
Mstep: Class 6 contains 27648 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14538 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14186 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36559 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25631 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 5997 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4065 members 
Mstep: Class 29 contains 22380 members 
Mstep: Class 30 contains 44837 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22434 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17242 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27541 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16965 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26770 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8709 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27059 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204968.000000 Penalty: 164205.375000
Iteration 294Q: 52 clusters Score -8.420497e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14988 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28628 members 
Mstep: Class 6 contains 27640 members 
Mstep: Class 7 contains 4658 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14541 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14193 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36599 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25601 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 5998 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4065 members 
Mstep: Class 29 contains 22381 members 
Mstep: Class 30 contains 44836 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22431 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17236 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27539 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16968 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26784 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8706 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27045 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204768.000000 Penalty: 164205.375000
Iteration 295Q: 52 clusters Score -8.420477e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14990 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28607 members 
Mstep: Class 6 contains 27638 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14541 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14193 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36633 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25563 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 5998 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4065 members 
Mstep: Class 29 contains 22391 members 
Mstep: Class 30 contains 44829 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22431 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17232 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27550 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16975 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26788 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8701 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27058 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204736.000000 Penalty: 164205.375000
Iteration 296Q: 52 clusters Score -8.420474e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14989 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28604 members 
Mstep: Class 6 contains 27632 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14541 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14198 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36666 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25534 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 5999 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4062 members 
Mstep: Class 29 contains 22394 members 
Mstep: Class 30 contains 44825 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22432 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17230 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27555 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16979 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26782 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27065 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204712.000000 Penalty: 164205.375000
Iteration 297Q: 52 clusters Score -8.420471e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14985 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 27636 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14538 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14194 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36692 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25513 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 5999 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4064 members 
Mstep: Class 29 contains 22396 members 
Mstep: Class 30 contains 44815 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22423 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17229 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27555 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16986 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26783 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27085 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204560.000000 Penalty: 164205.375000
Iteration 298Q: 52 clusters Score -8.420456e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14982 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28591 members 
Mstep: Class 6 contains 27643 members 
Mstep: Class 7 contains 4655 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14538 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14188 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36705 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25515 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4066 members 
Mstep: Class 29 contains 22395 members 
Mstep: Class 30 contains 44814 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22409 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17227 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27540 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16991 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26769 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27117 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204664.000000 Penalty: 164205.375000
Iteration 299Q: 52 clusters Score -8.420466e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14983 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28598 members 
Mstep: Class 6 contains 27641 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14540 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14190 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36717 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25524 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 5998 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4067 members 
Mstep: Class 29 contains 22398 members 
Mstep: Class 30 contains 44812 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22393 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17219 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27526 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16996 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26768 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8696 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27121 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204760.000000 Penalty: 164205.375000
Iteration 300F: 52 clusters Score -8.420476e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14982 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28583 members 
Mstep: Class 6 contains 27642 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14545 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14197 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36741 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25526 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 5998 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4066 members 
Mstep: Class 29 contains 22402 members 
Mstep: Class 30 contains 44811 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22382 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17216 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27514 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16996 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26764 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8693 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27126 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204656.000000 Penalty: 164205.375000
Iteration 301Q: 52 clusters Score -8.420466e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14983 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28551 members 
Mstep: Class 6 contains 27630 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14548 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36767 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25542 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 5998 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4068 members 
Mstep: Class 29 contains 22403 members 
Mstep: Class 30 contains 44816 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22394 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17212 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27499 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16998 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26779 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8690 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27104 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204808.000000 Penalty: 164205.375000
Iteration 302Q: 52 clusters Score -8.420481e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14985 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28516 members 
Mstep: Class 6 contains 27631 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14550 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14210 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36788 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25546 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 5996 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4068 members 
Mstep: Class 29 contains 22398 members 
Mstep: Class 30 contains 44812 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22417 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17207 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27484 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 16999 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26787 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8692 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27100 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204856.000000 Penalty: 164205.375000
Iteration 303Q: 52 clusters Score -8.420486e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14987 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28480 members 
Mstep: Class 6 contains 27617 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14552 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14210 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36808 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25539 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 5997 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4068 members 
Mstep: Class 29 contains 22398 members 
Mstep: Class 30 contains 44816 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22431 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17202 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27467 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17000 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26821 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27098 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204856.000000 Penalty: 164205.375000
Iteration 304Q: 52 clusters Score -8.420486e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14989 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28457 members 
Mstep: Class 6 contains 27607 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14554 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14211 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36833 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25536 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4068 members 
Mstep: Class 29 contains 22400 members 
Mstep: Class 30 contains 44817 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22443 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17195 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27434 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17000 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26840 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8698 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27104 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204776.000000 Penalty: 164205.375000
Iteration 305Q: 52 clusters Score -8.420478e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14989 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28440 members 
Mstep: Class 6 contains 27601 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14554 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14209 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36843 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25532 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4071 members 
Mstep: Class 29 contains 22406 members 
Mstep: Class 30 contains 44821 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22440 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17192 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27413 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17003 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 26846 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8696 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27128 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204800.000000 Penalty: 164205.375000
Iteration 306Q: 52 clusters Score -8.42048e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14991 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28417 members 
Mstep: Class 6 contains 27602 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14553 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 14207 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36856 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25535 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4071 members 
Mstep: Class 29 contains 22405 members 
Mstep: Class 30 contains 44807 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22437 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17190 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27403 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17008 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 26851 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27155 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204952.000000 Penalty: 164205.375000
Iteration 307Q: 52 clusters Score -8.420495e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14989 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28394 members 
Mstep: Class 6 contains 27591 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14556 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4994 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14204 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36866 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25530 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4066 members 
Mstep: Class 29 contains 22407 members 
Mstep: Class 30 contains 44807 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22450 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17193 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27400 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17005 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26848 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27179 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204832.000000 Penalty: 164205.375000
Iteration 308Q: 52 clusters Score -8.420483e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14987 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28384 members 
Mstep: Class 6 contains 27584 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14551 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14204 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36880 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25522 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4064 members 
Mstep: Class 29 contains 22405 members 
Mstep: Class 30 contains 44804 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22460 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17191 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27396 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17008 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 26844 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8693 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27203 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205032.000000 Penalty: 164205.375000
Iteration 309Q: 52 clusters Score -8.420503e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14984 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28349 members 
Mstep: Class 6 contains 27582 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14544 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 14204 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36887 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25531 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4065 members 
Mstep: Class 29 contains 22410 members 
Mstep: Class 30 contains 44810 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22456 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17189 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27398 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17020 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26830 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8694 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27227 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205080.000000 Penalty: 164205.375000
Iteration 310Q: 52 clusters Score -8.420508e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14984 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28326 members 
Mstep: Class 6 contains 27573 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14539 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 14192 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36889 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25547 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4065 members 
Mstep: Class 29 contains 22409 members 
Mstep: Class 30 contains 44807 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22458 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17188 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27382 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17030 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26851 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8693 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27247 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205096.000000 Penalty: 164205.375000
Iteration 311Q: 52 clusters Score -8.42051e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14989 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28309 members 
Mstep: Class 6 contains 27565 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14531 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 14190 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36895 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25556 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4065 members 
Mstep: Class 29 contains 22414 members 
Mstep: Class 30 contains 44808 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22451 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17185 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27377 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17037 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26849 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8696 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27262 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205184.000000 Penalty: 164205.375000
Iteration 312Q: 52 clusters Score -8.420518e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14990 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28303 members 
Mstep: Class 6 contains 27556 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14529 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6548 members 
Mstep: Class 14 contains 14191 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36889 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25567 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4063 members 
Mstep: Class 29 contains 22419 members 
Mstep: Class 30 contains 44811 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22456 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17186 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27332 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17038 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26864 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8693 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27291 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205280.000000 Penalty: 164205.375000
Iteration 313Q: 52 clusters Score -8.420528e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14993 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28308 members 
Mstep: Class 6 contains 27544 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14525 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6549 members 
Mstep: Class 14 contains 14192 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36892 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25572 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4062 members 
Mstep: Class 29 contains 22423 members 
Mstep: Class 30 contains 44808 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22462 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17185 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27299 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17036 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26855 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27326 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205240.000000 Penalty: 164205.375000
Iteration 314Q: 52 clusters Score -8.420524e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14991 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28303 members 
Mstep: Class 6 contains 27526 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14520 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6549 members 
Mstep: Class 14 contains 14197 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36889 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25572 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 6001 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22425 members 
Mstep: Class 30 contains 44813 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22477 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17184 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27272 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17039 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26852 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8698 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27358 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205184.000000 Penalty: 164205.375000
Iteration 315Q: 52 clusters Score -8.420518e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14989 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28295 members 
Mstep: Class 6 contains 27516 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14527 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6549 members 
Mstep: Class 14 contains 14197 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36884 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25590 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 6002 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22425 members 
Mstep: Class 30 contains 44820 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22472 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17184 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27248 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17037 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26865 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8696 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27371 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205176.000000 Penalty: 164205.375000
Iteration 316Q: 52 clusters Score -8.420518e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14989 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28288 members 
Mstep: Class 6 contains 27514 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14531 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6549 members 
Mstep: Class 14 contains 14192 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36874 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25596 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 6004 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22419 members 
Mstep: Class 30 contains 44812 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22471 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17180 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27239 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17041 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26888 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8694 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27387 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205176.000000 Penalty: 164205.375000
Iteration 317Q: 52 clusters Score -8.420518e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14989 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28279 members 
Mstep: Class 6 contains 27511 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14532 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6549 members 
Mstep: Class 14 contains 14187 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36857 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25602 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4061 members 
Mstep: Class 29 contains 22422 members 
Mstep: Class 30 contains 44815 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22477 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17174 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27231 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17049 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26896 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8693 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27400 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204936.000000 Penalty: 164205.375000
Iteration 318Q: 52 clusters Score -8.420494e+07 nChanged 309
Entering ConstructFrom: 
Score: -84204936.000000 Penalty: 164205.375000
Entering ConstructFrom: 
Trying to split cluster 2 (14985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Entering Unmasked Estep 
Score: -3211078.250000 Penalty: 2384.471680
	Iteration 0F: 2 clusters Score -3211078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3200807.250000 Penalty: 4768.943359
	Iteration 0F: 3 clusters Score -3200807 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3204168.500000 Penalty: 4768.943359
	Iteration 1F: 3 clusters Score -3204168 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3204684.500000 Penalty: 4768.943359
	Iteration 2F: 3 clusters Score -3204684 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3205186.750000 Penalty: 4768.943359
	Iteration 3F: 3 clusters Score -3205187 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3205811.250000 Penalty: 4768.943359
	Iteration 4F: 3 clusters Score -3205811 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -3206460.750000 Penalty: 4768.943359
	Iteration 5F: 3 clusters Score -3206461 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3207192.250000 Penalty: 4768.943359
	Iteration 6F: 3 clusters Score -3207192 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3207860.500000 Penalty: 4768.943359
	Iteration 7F: 3 clusters Score -3207860 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3208455.750000 Penalty: 4768.943359
	Iteration 8F: 3 clusters Score -3208456 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -3208964.250000 Penalty: 4768.943359
	Iteration 9Q: 3 clusters Score -3208964 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3209428.750000 Penalty: 4768.943359
	Iteration 10Q: 3 clusters Score -3209429 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3209649.500000 Penalty: 4768.943359
	Iteration 11Q: 3 clusters Score -3209650 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3209717.500000 Penalty: 4768.943359
	Iteration 12Q: 3 clusters Score -3209718 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3209764.250000 Penalty: 4768.943359
	Iteration 13Q: 3 clusters Score -3209764 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3209765.750000 Penalty: 4768.943359
	Iteration 14Q: 3 clusters Score -3209766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3209780.250000 Penalty: 4768.943359
	Iteration 15Q: 3 clusters Score -3209780 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3209790.000000 Penalty: 4768.943359
	Iteration 16Q: 3 clusters Score -3209790 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3209797.250000 Penalty: 4768.943359
	Iteration 17Q: 3 clusters Score -3209797 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3209814.500000 Penalty: 4768.943359
	Iteration 18Q: 3 clusters Score -3209814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -3209821.750000 Penalty: 4768.943359
	Iteration 19Q: 3 clusters Score -3209822 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3209822.250000 Penalty: 4768.943359
	Iteration 20F: 3 clusters Score -3209822 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3209826.500000 Penalty: 4768.943359
	Iteration 21Q: 3 clusters Score -3209826 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3209831.250000 Penalty: 4768.943359
	Iteration 22Q: 3 clusters Score -3209831 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3209831.500000 Penalty: 4768.943359
	Iteration 23Q: 3 clusters Score -3209832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -3209836.750000 Penalty: 4768.943359
	Iteration 24Q: 3 clusters Score -3209837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3209843.750000 Penalty: 4768.943359
	Iteration 25Q: 3 clusters Score -3209844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -3209839.500000 Penalty: 4768.943359
	Iteration 26Q: 3 clusters Score -3209840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -3209838.000000 Penalty: 4768.943359
	Iteration 27Q: 3 clusters Score -3209838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -3209833.000000 Penalty: 4768.943359
	Iteration 28Q: 3 clusters Score -3209833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3209837.750000 Penalty: 4768.943359
	Iteration 29Q: 3 clusters Score -3209838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3209847.250000 Penalty: 4768.943359
	Iteration 30Q: 3 clusters Score -3209847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3209844.500000 Penalty: 4768.943359
	Iteration 31Q: 3 clusters Score -3209844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3209839.500000 Penalty: 4768.943359
	Iteration 32Q: 3 clusters Score -3209840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3209838.750000 Penalty: 4768.943359
	Iteration 33Q: 3 clusters Score -3209839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -3209840.250000 Penalty: 4768.943359
	Iteration 34Q: 3 clusters Score -3209840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -3209845.500000 Penalty: 4768.943359
	Iteration 35Q: 3 clusters Score -3209846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3209843.500000 Penalty: 4768.943359
	Iteration 36Q: 3 clusters Score -3209844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3209839.750000 Penalty: 4768.943359
	Iteration 37Q: 3 clusters Score -3209840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -3209839.000000 Penalty: 4768.943359
	Iteration 38Q: 3 clusters Score -3209839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -3209838.000000 Penalty: 4768.943359
	Iteration 39Q: 3 clusters Score -3209838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3209834.000000 Penalty: 4768.943359
	Iteration 40F: 3 clusters Score -3209834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3209838.000000 Penalty: 4768.943359
	Iteration 41Q: 3 clusters Score -3209838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3209837.000000 Penalty: 4768.943359
	Iteration 42Q: 3 clusters Score -3209837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3209836.250000 Penalty: 4768.943359
	Iteration 43Q: 3 clusters Score -3209836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -3209837.000000 Penalty: 4768.943359
	Iteration 44Q: 3 clusters Score -3209837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -3209839.250000 Penalty: 4768.943359
	Iteration 45Q: 3 clusters Score -3209839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3209840.500000 Penalty: 4768.943359
	Iteration 46Q: 3 clusters Score -3209840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3209840.500000 Penalty: 4768.943359
	Iteration 47F: 3 clusters Score -3209840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -51241.210938 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -51241.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49975.527344 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -49975.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50064.824219 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -50064.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50097.164062 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -50097.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50125.382812 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -50125.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50138.777344 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -50138.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50146.886719 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -50146.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50150.792969 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -50150.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50161.636719 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -50161.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50181.335938 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -50181.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50183.011719 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -50183.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50185.871094 Penalty: 2829.076172
	Iteration 10Q: 3 clusters Score -50185.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50185.871094 Penalty: 2829.076172
	Iteration 11F: 3 clusters Score -50185.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Entering Unmasked Estep 
Score: -280527.281250 Penalty: 1833.834229
	Iteration 0F: 2 clusters Score -280527.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -278314.781250 Penalty: 3667.668457
	Iteration 0F: 3 clusters Score -278314.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -279022.531250 Penalty: 3667.668457
	Iteration 1F: 3 clusters Score -279022.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -279368.562500 Penalty: 3667.668457
	Iteration 2F: 3 clusters Score -279368.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -279650.250000 Penalty: 3667.668457
	Iteration 3F: 3 clusters Score -279650.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -279872.750000 Penalty: 3667.668457
	Iteration 4F: 3 clusters Score -279872.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -280056.593750 Penalty: 3667.668457
	Iteration 5Q: 3 clusters Score -280056.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -280179.500000 Penalty: 3667.668457
	Iteration 6Q: 3 clusters Score -280179.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -280246.062500 Penalty: 3667.668457
	Iteration 7Q: 3 clusters Score -280246.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -280276.468750 Penalty: 3667.668457
	Iteration 8Q: 3 clusters Score -280276.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -280293.843750 Penalty: 3667.668457
	Iteration 9Q: 3 clusters Score -280293.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -280303.468750 Penalty: 3667.668457
	Iteration 10Q: 3 clusters Score -280303.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -280317.625000 Penalty: 3667.668457
	Iteration 11Q: 3 clusters Score -280317.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -280338.343750 Penalty: 3667.668457
	Iteration 12Q: 3 clusters Score -280338.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -280359.468750 Penalty: 3667.668457
	Iteration 13Q: 3 clusters Score -280359.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -280379.062500 Penalty: 3667.668457
	Iteration 14Q: 3 clusters Score -280379.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -280395.937500 Penalty: 3667.668457
	Iteration 15Q: 3 clusters Score -280395.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -280408.125000 Penalty: 3667.668457
	Iteration 16Q: 3 clusters Score -280408.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -280421.625000 Penalty: 3667.668457
	Iteration 17Q: 3 clusters Score -280421.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -280432.531250 Penalty: 3667.668457
	Iteration 18Q: 3 clusters Score -280432.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -280438.437500 Penalty: 3667.668457
	Iteration 19Q: 3 clusters Score -280438.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -280442.281250 Penalty: 3667.668457
	Iteration 20F: 3 clusters Score -280442.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -280446.187500 Penalty: 3667.668457
	Iteration 21Q: 3 clusters Score -280446.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -280450.656250 Penalty: 3667.668457
	Iteration 22Q: 3 clusters Score -280450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -280452.750000 Penalty: 3667.668457
	Iteration 23Q: 3 clusters Score -280452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -280454.781250 Penalty: 3667.668457
	Iteration 24Q: 3 clusters Score -280454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -280457.031250 Penalty: 3667.668457
	Iteration 25Q: 3 clusters Score -280457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -280457.968750 Penalty: 3667.668457
	Iteration 26Q: 3 clusters Score -280458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -280463.750000 Penalty: 3667.668457
	Iteration 27Q: 3 clusters Score -280463.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -280463.750000 Penalty: 3667.668457
	Iteration 28F: 3 clusters Score -280463.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Entering Unmasked Estep 
Score: -5540463.500000 Penalty: 2541.916260
	Iteration 0F: 2 clusters Score -5540464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -5522445.000000 Penalty: 5083.832520
	Iteration 0F: 3 clusters Score -5522445 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -5529180.000000 Penalty: 5083.832520
	Iteration 1F: 3 clusters Score -5529180 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -5529587.000000 Penalty: 5083.832520
	Iteration 2Q: 3 clusters Score -5529587 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -5529972.000000 Penalty: 5083.832520
	Iteration 3Q: 3 clusters Score -5529972 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -5530425.500000 Penalty: 5083.832520
	Iteration 4Q: 3 clusters Score -5530426 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -5531022.000000 Penalty: 5083.832520
	Iteration 5Q: 3 clusters Score -5531022 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -5531769.500000 Penalty: 5083.832520
	Iteration 6F: 3 clusters Score -5531770 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -5532713.500000 Penalty: 5083.832520
	Iteration 7F: 3 clusters Score -5532714 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -5534070.000000 Penalty: 5083.832520
	Iteration 8F: 3 clusters Score -5534070 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -5535683.500000 Penalty: 5083.832520
	Iteration 9F: 3 clusters Score -5535684 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -5536995.000000 Penalty: 5083.832520
	Iteration 10F: 3 clusters Score -5536995 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -5537661.500000 Penalty: 5083.832520
	Iteration 11Q: 3 clusters Score -5537662 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -5537928.500000 Penalty: 5083.832520
	Iteration 12Q: 3 clusters Score -5537928 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -5538057.500000 Penalty: 5083.832520
	Iteration 13Q: 3 clusters Score -5538058 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -5538158.500000 Penalty: 5083.832520
	Iteration 14Q: 3 clusters Score -5538158 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -5538246.000000 Penalty: 5083.832520
	Iteration 15Q: 3 clusters Score -5538246 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -5538329.000000 Penalty: 5083.832520
	Iteration 16Q: 3 clusters Score -5538329 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -5538414.000000 Penalty: 5083.832520
	Iteration 17Q: 3 clusters Score -5538414 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -5538459.000000 Penalty: 5083.832520
	Iteration 18Q: 3 clusters Score -5538459 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -5538499.000000 Penalty: 5083.832520
	Iteration 19Q: 3 clusters Score -5538499 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -5538531.000000 Penalty: 5083.832520
	Iteration 20F: 3 clusters Score -5538531 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -5538558.500000 Penalty: 5083.832520
	Iteration 21Q: 3 clusters Score -5538558 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -5538606.000000 Penalty: 5083.832520
	Iteration 22Q: 3 clusters Score -5538606 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5538654.000000 Penalty: 5083.832520
	Iteration 23Q: 3 clusters Score -5538654 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -5538700.500000 Penalty: 5083.832520
	Iteration 24Q: 3 clusters Score -5538700 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -5538755.500000 Penalty: 5083.832520
	Iteration 25Q: 3 clusters Score -5538756 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -5538786.000000 Penalty: 5083.832520
	Iteration 26Q: 3 clusters Score -5538786 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -5538814.500000 Penalty: 5083.832520
	Iteration 27Q: 3 clusters Score -5538814 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -5538843.000000 Penalty: 5083.832520
	Iteration 28Q: 3 clusters Score -5538843 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -5538853.500000 Penalty: 5083.832520
	Iteration 29Q: 3 clusters Score -5538854 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5538814.500000 Penalty: 5083.832520
	Iteration 30Q: 3 clusters Score -5538814 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5538814.500000 Penalty: 5083.832520
	Iteration 31Q: 3 clusters Score -5538814 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5538816.500000 Penalty: 5083.832520
	Iteration 32Q: 3 clusters Score -5538816 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5538792.000000 Penalty: 5083.832520
	Iteration 33Q: 3 clusters Score -5538792 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5538723.500000 Penalty: 5083.832520
	Iteration 34Q: 3 clusters Score -5538724 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5538682.000000 Penalty: 5083.832520
	Iteration 35Q: 3 clusters Score -5538682 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5538627.500000 Penalty: 5083.832520
	Iteration 36Q: 3 clusters Score -5538628 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5538607.000000 Penalty: 5083.832520
	Iteration 37Q: 3 clusters Score -5538607 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5538547.000000 Penalty: 5083.832520
	Iteration 38Q: 3 clusters Score -5538547 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5538539.500000 Penalty: 5083.832520
	Iteration 39Q: 3 clusters Score -5538540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5538599.000000 Penalty: 5083.832520
	Iteration 40F: 3 clusters Score -5538599 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5538568.000000 Penalty: 5083.832520
	Iteration 41Q: 3 clusters Score -5538568 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5538552.000000 Penalty: 5083.832520
	Iteration 42Q: 3 clusters Score -5538552 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5538532.000000 Penalty: 5083.832520
	Iteration 43Q: 3 clusters Score -5538532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5538516.500000 Penalty: 5083.832520
	Iteration 44Q: 3 clusters Score -5538516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5538522.500000 Penalty: 5083.832520
	Iteration 45Q: 3 clusters Score -5538522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5538540.000000 Penalty: 5083.832520
	Iteration 46Q: 3 clusters Score -5538540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5538542.500000 Penalty: 5083.832520
	Iteration 47Q: 3 clusters Score -5538542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5538533.500000 Penalty: 5083.832520
	Iteration 48Q: 3 clusters Score -5538534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5538535.000000 Penalty: 5083.832520
	Iteration 49Q: 3 clusters Score -5538535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5538527.000000 Penalty: 5083.832520
	Iteration 50Q: 3 clusters Score -5538527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5538535.500000 Penalty: 5083.832520
	Iteration 51Q: 3 clusters Score -5538536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5538539.500000 Penalty: 5083.832520
	Iteration 52Q: 3 clusters Score -5538540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5538536.500000 Penalty: 5083.832520
	Iteration 53Q: 3 clusters Score -5538536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5538540.000000 Penalty: 5083.832520
	Iteration 54Q: 3 clusters Score -5538540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5538542.000000 Penalty: 5083.832520
	Iteration 55Q: 3 clusters Score -5538542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5538539.000000 Penalty: 5083.832520
	Iteration 56Q: 3 clusters Score -5538539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5538550.500000 Penalty: 5083.832520
	Iteration 57Q: 3 clusters Score -5538550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5538546.000000 Penalty: 5083.832520
	Iteration 58Q: 3 clusters Score -5538546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5538547.500000 Penalty: 5083.832520
	Iteration 59Q: 3 clusters Score -5538548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5538547.000000 Penalty: 5083.832520
	Iteration 60F: 3 clusters Score -5538547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Entering Unmasked Estep 
Score: -5350739.500000 Penalty: 2535.149658
	Iteration 0F: 2 clusters Score -5350740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -5332099.000000 Penalty: 5070.299316
	Iteration 0F: 3 clusters Score -5332099 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -5338739.000000 Penalty: 5070.299316
	Iteration 1F: 3 clusters Score -5338739 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -5339188.000000 Penalty: 5070.299316
	Iteration 2F: 3 clusters Score -5339188 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -5339613.000000 Penalty: 5070.299316
	Iteration 3Q: 3 clusters Score -5339613 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -5340072.500000 Penalty: 5070.299316
	Iteration 4Q: 3 clusters Score -5340072 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5340654.500000 Penalty: 5070.299316
	Iteration 5Q: 3 clusters Score -5340654 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -5341412.000000 Penalty: 5070.299316
	Iteration 6F: 3 clusters Score -5341412 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -5342435.500000 Penalty: 5070.299316
	Iteration 7F: 3 clusters Score -5342436 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -5343922.000000 Penalty: 5070.299316
	Iteration 8F: 3 clusters Score -5343922 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -5345526.000000 Penalty: 5070.299316
	Iteration 9F: 3 clusters Score -5345526 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -5346845.500000 Penalty: 5070.299316
	Iteration 10F: 3 clusters Score -5346846 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -5347593.500000 Penalty: 5070.299316
	Iteration 11Q: 3 clusters Score -5347594 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -5348064.000000 Penalty: 5070.299316
	Iteration 12Q: 3 clusters Score -5348064 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -5348280.000000 Penalty: 5070.299316
	Iteration 13Q: 3 clusters Score -5348280 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -5348377.000000 Penalty: 5070.299316
	Iteration 14Q: 3 clusters Score -5348377 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -5348423.000000 Penalty: 5070.299316
	Iteration 15Q: 3 clusters Score -5348423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -5348469.000000 Penalty: 5070.299316
	Iteration 16Q: 3 clusters Score -5348469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -5348509.000000 Penalty: 5070.299316
	Iteration 17Q: 3 clusters Score -5348509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -5348531.000000 Penalty: 5070.299316
	Iteration 18Q: 3 clusters Score -5348531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -5348549.500000 Penalty: 5070.299316
	Iteration 19Q: 3 clusters Score -5348550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -5348573.000000 Penalty: 5070.299316
	Iteration 20F: 3 clusters Score -5348573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -5348589.000000 Penalty: 5070.299316
	Iteration 21Q: 3 clusters Score -5348589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -5348590.500000 Penalty: 5070.299316
	Iteration 22Q: 3 clusters Score -5348590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -5348590.500000 Penalty: 5070.299316
	Iteration 23Q: 3 clusters Score -5348590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -5348597.000000 Penalty: 5070.299316
	Iteration 24Q: 3 clusters Score -5348597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -5348603.000000 Penalty: 5070.299316
	Iteration 25Q: 3 clusters Score -5348603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -5348614.000000 Penalty: 5070.299316
	Iteration 26Q: 3 clusters Score -5348614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -5348612.000000 Penalty: 5070.299316
	Iteration 27Q: 3 clusters Score -5348612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -5348625.000000 Penalty: 5070.299316
	Iteration 28Q: 3 clusters Score -5348625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -5348631.000000 Penalty: 5070.299316
	Iteration 29Q: 3 clusters Score -5348631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -5348629.000000 Penalty: 5070.299316
	Iteration 30Q: 3 clusters Score -5348629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -5348628.000000 Penalty: 5070.299316
	Iteration 31Q: 3 clusters Score -5348628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -5348636.000000 Penalty: 5070.299316
	Iteration 32Q: 3 clusters Score -5348636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -5348641.000000 Penalty: 5070.299316
	Iteration 33Q: 3 clusters Score -5348641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -5348646.500000 Penalty: 5070.299316
	Iteration 34Q: 3 clusters Score -5348646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -5348647.500000 Penalty: 5070.299316
	Iteration 35Q: 3 clusters Score -5348648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -5348647.500000 Penalty: 5070.299316
	Iteration 36F: 3 clusters Score -5348648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Entering Unmasked Estep 
Score: -846594.000000 Penalty: 2094.319824
	Iteration 0F: 2 clusters Score -846594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -842289.375000 Penalty: 4188.639648
	Iteration 0F: 3 clusters Score -842289.4 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -843425.750000 Penalty: 4188.639648
	Iteration 1F: 3 clusters Score -843425.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -843836.812500 Penalty: 4188.639648
	Iteration 2F: 3 clusters Score -843836.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -844246.000000 Penalty: 4188.639648
	Iteration 3F: 3 clusters Score -844246 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -844626.687500 Penalty: 4188.639648
	Iteration 4F: 3 clusters Score -844626.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -844943.562500 Penalty: 4188.639648
	Iteration 5F: 3 clusters Score -844943.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -845211.500000 Penalty: 4188.639648
	Iteration 6F: 3 clusters Score -845211.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -845429.750000 Penalty: 4188.639648
	Iteration 7Q: 3 clusters Score -845429.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -845569.562500 Penalty: 4188.639648
	Iteration 8Q: 3 clusters Score -845569.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -845684.875000 Penalty: 4188.639648
	Iteration 9Q: 3 clusters Score -845684.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -845786.125000 Penalty: 4188.639648
	Iteration 10Q: 3 clusters Score -845786.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -845859.000000 Penalty: 4188.639648
	Iteration 11Q: 3 clusters Score -845859 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -845922.562500 Penalty: 4188.639648
	Iteration 12Q: 3 clusters Score -845922.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -845980.375000 Penalty: 4188.639648
	Iteration 13Q: 3 clusters Score -845980.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -846048.875000 Penalty: 4188.639648
	Iteration 14Q: 3 clusters Score -846048.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -846103.812500 Penalty: 4188.639648
	Iteration 15Q: 3 clusters Score -846103.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -846147.000000 Penalty: 4188.639648
	Iteration 16Q: 3 clusters Score -846147 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -846183.687500 Penalty: 4188.639648
	Iteration 17Q: 3 clusters Score -846183.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -846216.562500 Penalty: 4188.639648
	Iteration 18Q: 3 clusters Score -846216.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -846243.625000 Penalty: 4188.639648
	Iteration 19Q: 3 clusters Score -846243.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -846261.562500 Penalty: 4188.639648
	Iteration 20F: 3 clusters Score -846261.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -846276.750000 Penalty: 4188.639648
	Iteration 21Q: 3 clusters Score -846276.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -846293.687500 Penalty: 4188.639648
	Iteration 22Q: 3 clusters Score -846293.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -846304.625000 Penalty: 4188.639648
	Iteration 23Q: 3 clusters Score -846304.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -846311.625000 Penalty: 4188.639648
	Iteration 24Q: 3 clusters Score -846311.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -846320.625000 Penalty: 4188.639648
	Iteration 25Q: 3 clusters Score -846320.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -846324.875000 Penalty: 4188.639648
	Iteration 26Q: 3 clusters Score -846324.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -846327.000000 Penalty: 4188.639648
	Iteration 27Q: 3 clusters Score -846327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -846327.375000 Penalty: 4188.639648
	Iteration 28Q: 3 clusters Score -846327.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -846327.750000 Penalty: 4188.639648
	Iteration 29Q: 3 clusters Score -846327.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -846327.750000 Penalty: 4188.639648
	Iteration 30F: 3 clusters Score -846327.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -58268.097656 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -58268.1 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 185 members 
Entering Unmasked Estep 
Score: -57087.910156 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -57087.91 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -57354.269531 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -57354.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -57447.796875 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -57447.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -57511.402344 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -57511.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -57543.722656 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -57543.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -57573.210938 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -57573.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -57577.753906 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -57577.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -57583.500000 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -57583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -57593.128906 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -57593.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -57593.671875 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -57593.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -57593.671875 Penalty: 2922.255371
	Iteration 10F: 3 clusters Score -57593.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Entering Unmasked Estep 
Score: -3109141.750000 Penalty: 2376.892822
	Iteration 0F: 2 clusters Score -3109142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3099132.000000 Penalty: 4753.785645
	Iteration 0F: 3 clusters Score -3099132 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3102452.000000 Penalty: 4753.785645
	Iteration 1F: 3 clusters Score -3102452 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3102833.250000 Penalty: 4753.785645
	Iteration 2F: 3 clusters Score -3102833 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3103116.500000 Penalty: 4753.785645
	Iteration 3Q: 3 clusters Score -3103116 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3103399.250000 Penalty: 4753.785645
	Iteration 4Q: 3 clusters Score -3103399 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -3103699.250000 Penalty: 4753.785645
	Iteration 5Q: 3 clusters Score -3103699 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3104065.000000 Penalty: 4753.785645
	Iteration 6Q: 3 clusters Score -3104065 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3104543.000000 Penalty: 4753.785645
	Iteration 7Q: 3 clusters Score -3104543 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3105082.250000 Penalty: 4753.785645
	Iteration 8Q: 3 clusters Score -3105082 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3105614.500000 Penalty: 4753.785645
	Iteration 9F: 3 clusters Score -3105614 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3106063.750000 Penalty: 4753.785645
	Iteration 10Q: 3 clusters Score -3106064 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3106510.000000 Penalty: 4753.785645
	Iteration 11Q: 3 clusters Score -3106510 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -3106862.750000 Penalty: 4753.785645
	Iteration 12Q: 3 clusters Score -3106863 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3107122.000000 Penalty: 4753.785645
	Iteration 13Q: 3 clusters Score -3107122 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3107282.250000 Penalty: 4753.785645
	Iteration 14Q: 3 clusters Score -3107282 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3107397.000000 Penalty: 4753.785645
	Iteration 15Q: 3 clusters Score -3107397 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3107474.750000 Penalty: 4753.785645
	Iteration 16Q: 3 clusters Score -3107475 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3107545.750000 Penalty: 4753.785645
	Iteration 17Q: 3 clusters Score -3107546 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3107579.750000 Penalty: 4753.785645
	Iteration 18Q: 3 clusters Score -3107580 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -3107600.500000 Penalty: 4753.785645
	Iteration 19Q: 3 clusters Score -3107600 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -3107623.750000 Penalty: 4753.785645
	Iteration 20F: 3 clusters Score -3107624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -3107635.000000 Penalty: 4753.785645
	Iteration 21Q: 3 clusters Score -3107635 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3107643.750000 Penalty: 4753.785645
	Iteration 22Q: 3 clusters Score -3107644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3107647.750000 Penalty: 4753.785645
	Iteration 23Q: 3 clusters Score -3107648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -3107648.750000 Penalty: 4753.785645
	Iteration 24Q: 3 clusters Score -3107649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -3107650.500000 Penalty: 4753.785645
	Iteration 25Q: 3 clusters Score -3107650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3107654.000000 Penalty: 4753.785645
	Iteration 26Q: 3 clusters Score -3107654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3107667.000000 Penalty: 4753.785645
	Iteration 27Q: 3 clusters Score -3107667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3107665.500000 Penalty: 4753.785645
	Iteration 28Q: 3 clusters Score -3107666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -3107663.000000 Penalty: 4753.785645
	Iteration 29Q: 3 clusters Score -3107663 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3107658.500000 Penalty: 4753.785645
	Iteration 30Q: 3 clusters Score -3107658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3107660.000000 Penalty: 4753.785645
	Iteration 31Q: 3 clusters Score -3107660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3107648.500000 Penalty: 4753.785645
	Iteration 32Q: 3 clusters Score -3107648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3107645.250000 Penalty: 4753.785645
	Iteration 33Q: 3 clusters Score -3107645 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3107643.000000 Penalty: 4753.785645
	Iteration 34Q: 3 clusters Score -3107643 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3107656.250000 Penalty: 4753.785645
	Iteration 35Q: 3 clusters Score -3107656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3107657.500000 Penalty: 4753.785645
	Iteration 36Q: 3 clusters Score -3107658 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3107666.000000 Penalty: 4753.785645
	Iteration 37Q: 3 clusters Score -3107666 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3107665.250000 Penalty: 4753.785645
	Iteration 38Q: 3 clusters Score -3107665 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3107674.750000 Penalty: 4753.785645
	Iteration 39Q: 3 clusters Score -3107675 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3107668.000000 Penalty: 4753.785645
	Iteration 40F: 3 clusters Score -3107668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3107676.250000 Penalty: 4753.785645
	Iteration 41Q: 3 clusters Score -3107676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3107671.500000 Penalty: 4753.785645
	Iteration 42Q: 3 clusters Score -3107672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3107675.500000 Penalty: 4753.785645
	Iteration 43Q: 3 clusters Score -3107676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3107671.000000 Penalty: 4753.785645
	Iteration 44Q: 3 clusters Score -3107671 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3107667.250000 Penalty: 4753.785645
	Iteration 45Q: 3 clusters Score -3107667 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3107663.250000 Penalty: 4753.785645
	Iteration 46Q: 3 clusters Score -3107663 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3107673.750000 Penalty: 4753.785645
	Iteration 47Q: 3 clusters Score -3107674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3107664.250000 Penalty: 4753.785645
	Iteration 48Q: 3 clusters Score -3107664 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3107658.250000 Penalty: 4753.785645
	Iteration 49Q: 3 clusters Score -3107658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3107655.000000 Penalty: 4753.785645
	Iteration 50Q: 3 clusters Score -3107655 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3107656.500000 Penalty: 4753.785645
	Iteration 51Q: 3 clusters Score -3107656 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3107654.750000 Penalty: 4753.785645
	Iteration 52Q: 3 clusters Score -3107655 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3107656.250000 Penalty: 4753.785645
	Iteration 53Q: 3 clusters Score -3107656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3107666.750000 Penalty: 4753.785645
	Iteration 54Q: 3 clusters Score -3107667 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3107676.750000 Penalty: 4753.785645
	Iteration 55Q: 3 clusters Score -3107677 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3107671.250000 Penalty: 4753.785645
	Iteration 56Q: 3 clusters Score -3107671 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3107666.000000 Penalty: 4753.785645
	Iteration 57Q: 3 clusters Score -3107666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3107663.250000 Penalty: 4753.785645
	Iteration 58Q: 3 clusters Score -3107663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3107657.750000 Penalty: 4753.785645
	Iteration 59Q: 3 clusters Score -3107658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3107659.500000 Penalty: 4753.785645
	Iteration 60F: 3 clusters Score -3107660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3107655.500000 Penalty: 4753.785645
	Iteration 61Q: 3 clusters Score -3107656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3107661.500000 Penalty: 4753.785645
	Iteration 62Q: 3 clusters Score -3107662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3107650.500000 Penalty: 4753.785645
	Iteration 63Q: 3 clusters Score -3107650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3107655.500000 Penalty: 4753.785645
	Iteration 64Q: 3 clusters Score -3107656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3107657.750000 Penalty: 4753.785645
	Iteration 65Q: 3 clusters Score -3107658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3107658.750000 Penalty: 4753.785645
	Iteration 66Q: 3 clusters Score -3107659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3107658.000000 Penalty: 4753.785645
	Iteration 67Q: 3 clusters Score -3107658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3107658.000000 Penalty: 4753.785645
	Iteration 68Q: 3 clusters Score -3107658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3107659.250000 Penalty: 4753.785645
	Iteration 69Q: 3 clusters Score -3107659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3107657.500000 Penalty: 4753.785645
	Iteration 70Q: 3 clusters Score -3107658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3107651.750000 Penalty: 4753.785645
	Iteration 71Q: 3 clusters Score -3107652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3107653.250000 Penalty: 4753.785645
	Iteration 72Q: 3 clusters Score -3107653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3107662.750000 Penalty: 4753.785645
	Iteration 73Q: 3 clusters Score -3107663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3107658.250000 Penalty: 4753.785645
	Iteration 74Q: 3 clusters Score -3107658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3107651.000000 Penalty: 4753.785645
	Iteration 75Q: 3 clusters Score -3107651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3107654.750000 Penalty: 4753.785645
	Iteration 76Q: 3 clusters Score -3107655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3107656.000000 Penalty: 4753.785645
	Iteration 77Q: 3 clusters Score -3107656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3107652.250000 Penalty: 4753.785645
	Iteration 78Q: 3 clusters Score -3107652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3107659.250000 Penalty: 4753.785645
	Iteration 79Q: 3 clusters Score -3107659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3107660.250000 Penalty: 4753.785645
	Iteration 80F: 3 clusters Score -3107660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3107660.000000 Penalty: 4753.785645
	Iteration 81Q: 3 clusters Score -3107660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3107656.750000 Penalty: 4753.785645
	Iteration 82Q: 3 clusters Score -3107657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3107659.250000 Penalty: 4753.785645
	Iteration 83Q: 3 clusters Score -3107659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3107653.250000 Penalty: 4753.785645
	Iteration 84Q: 3 clusters Score -3107653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3107652.250000 Penalty: 4753.785645
	Iteration 85Q: 3 clusters Score -3107652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3107657.250000 Penalty: 4753.785645
	Iteration 86Q: 3 clusters Score -3107657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3107656.750000 Penalty: 4753.785645
	Iteration 87Q: 3 clusters Score -3107657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3107657.750000 Penalty: 4753.785645
	Iteration 88Q: 3 clusters Score -3107658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3107656.250000 Penalty: 4753.785645
	Iteration 89Q: 3 clusters Score -3107656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3107657.500000 Penalty: 4753.785645
	Iteration 90Q: 3 clusters Score -3107658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3107655.750000 Penalty: 4753.785645
	Iteration 91Q: 3 clusters Score -3107656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3107655.000000 Penalty: 4753.785645
	Iteration 92Q: 3 clusters Score -3107655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3107656.250000 Penalty: 4753.785645
	Iteration 93Q: 3 clusters Score -3107656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3107658.750000 Penalty: 4753.785645
	Iteration 94Q: 3 clusters Score -3107659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3107658.250000 Penalty: 4753.785645
	Iteration 95Q: 3 clusters Score -3107658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3107656.000000 Penalty: 4753.785645
	Iteration 96Q: 3 clusters Score -3107656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3107650.250000 Penalty: 4753.785645
	Iteration 97Q: 3 clusters Score -3107650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3107650.250000 Penalty: 4753.785645
	Iteration 98F: 3 clusters Score -3107650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -425450.875000 Penalty: 1909.897583
	Iteration 0F: 2 clusters Score -425450.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -422785.500000 Penalty: 3819.795166
	Iteration 0F: 3 clusters Score -422785.5 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -423381.031250 Penalty: 3819.795166
	Iteration 1F: 3 clusters Score -423381 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -423564.250000 Penalty: 3819.795166
	Iteration 2F: 3 clusters Score -423564.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -423688.687500 Penalty: 3819.795166
	Iteration 3F: 3 clusters Score -423688.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -423807.718750 Penalty: 3819.795166
	Iteration 4F: 3 clusters Score -423807.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -423915.781250 Penalty: 3819.795166
	Iteration 5Q: 3 clusters Score -423915.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -423994.281250 Penalty: 3819.795166
	Iteration 6Q: 3 clusters Score -423994.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -424060.000000 Penalty: 3819.795166
	Iteration 7Q: 3 clusters Score -424060 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -424128.843750 Penalty: 3819.795166
	Iteration 8Q: 3 clusters Score -424128.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -424177.531250 Penalty: 3819.795166
	Iteration 9Q: 3 clusters Score -424177.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -424227.531250 Penalty: 3819.795166
	Iteration 10Q: 3 clusters Score -424227.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -424261.093750 Penalty: 3819.795166
	Iteration 11Q: 3 clusters Score -424261.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -424288.437500 Penalty: 3819.795166
	Iteration 12Q: 3 clusters Score -424288.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -424315.250000 Penalty: 3819.795166
	Iteration 13Q: 3 clusters Score -424315.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -424327.750000 Penalty: 3819.795166
	Iteration 14Q: 3 clusters Score -424327.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -424334.843750 Penalty: 3819.795166
	Iteration 15Q: 3 clusters Score -424334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -424340.875000 Penalty: 3819.795166
	Iteration 16Q: 3 clusters Score -424340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -424343.250000 Penalty: 3819.795166
	Iteration 17Q: 3 clusters Score -424343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -424346.000000 Penalty: 3819.795166
	Iteration 18Q: 3 clusters Score -424346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -424346.906250 Penalty: 3819.795166
	Iteration 19Q: 3 clusters Score -424346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -424349.343750 Penalty: 3819.795166
	Iteration 20F: 3 clusters Score -424349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -424351.312500 Penalty: 3819.795166
	Iteration 21Q: 3 clusters Score -424351.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -424351.312500 Penalty: 3819.795166
	Iteration 22F: 3 clusters Score -424351.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -956901.125000 Penalty: 2111.866699
	Iteration 0F: 2 clusters Score -956901.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -952404.500000 Penalty: 4223.733398
	Iteration 0F: 3 clusters Score -952404.5 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -953645.375000 Penalty: 4223.733398
	Iteration 1F: 3 clusters Score -953645.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -954002.187500 Penalty: 4223.733398
	Iteration 2F: 3 clusters Score -954002.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -954276.437500 Penalty: 4223.733398
	Iteration 3F: 3 clusters Score -954276.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -954484.875000 Penalty: 4223.733398
	Iteration 4F: 3 clusters Score -954484.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -954640.187500 Penalty: 4223.733398
	Iteration 5Q: 3 clusters Score -954640.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -954769.562500 Penalty: 4223.733398
	Iteration 6Q: 3 clusters Score -954769.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -954852.375000 Penalty: 4223.733398
	Iteration 7Q: 3 clusters Score -954852.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -954923.500000 Penalty: 4223.733398
	Iteration 8Q: 3 clusters Score -954923.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -954986.562500 Penalty: 4223.733398
	Iteration 9Q: 3 clusters Score -954986.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -955036.375000 Penalty: 4223.733398
	Iteration 10Q: 3 clusters Score -955036.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -955076.562500 Penalty: 4223.733398
	Iteration 11Q: 3 clusters Score -955076.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -955099.687500 Penalty: 4223.733398
	Iteration 12Q: 3 clusters Score -955099.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -955118.000000 Penalty: 4223.733398
	Iteration 13Q: 3 clusters Score -955118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -955135.750000 Penalty: 4223.733398
	Iteration 14Q: 3 clusters Score -955135.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -955152.437500 Penalty: 4223.733398
	Iteration 15Q: 3 clusters Score -955152.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -955160.312500 Penalty: 4223.733398
	Iteration 16Q: 3 clusters Score -955160.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -955174.187500 Penalty: 4223.733398
	Iteration 17Q: 3 clusters Score -955174.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -955179.750000 Penalty: 4223.733398
	Iteration 18Q: 3 clusters Score -955179.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -955189.000000 Penalty: 4223.733398
	Iteration 19Q: 3 clusters Score -955189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -955199.312500 Penalty: 4223.733398
	Iteration 20F: 3 clusters Score -955199.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -955202.687500 Penalty: 4223.733398
	Iteration 21Q: 3 clusters Score -955202.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -955210.250000 Penalty: 4223.733398
	Iteration 22Q: 3 clusters Score -955210.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -955217.062500 Penalty: 4223.733398
	Iteration 23Q: 3 clusters Score -955217.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -955219.625000 Penalty: 4223.733398
	Iteration 24Q: 3 clusters Score -955219.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -955225.062500 Penalty: 4223.733398
	Iteration 25Q: 3 clusters Score -955225.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -955227.812500 Penalty: 4223.733398
	Iteration 26Q: 3 clusters Score -955227.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -955231.687500 Penalty: 4223.733398
	Iteration 27Q: 3 clusters Score -955231.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -955232.312500 Penalty: 4223.733398
	Iteration 28Q: 3 clusters Score -955232.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -955235.062500 Penalty: 4223.733398
	Iteration 29Q: 3 clusters Score -955235.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -955235.687500 Penalty: 4223.733398
	Iteration 30Q: 3 clusters Score -955235.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -955237.062500 Penalty: 4223.733398
	Iteration 31Q: 3 clusters Score -955237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -955236.937500 Penalty: 4223.733398
	Iteration 32Q: 3 clusters Score -955236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -955237.312500 Penalty: 4223.733398
	Iteration 33Q: 3 clusters Score -955237.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -955236.812500 Penalty: 4223.733398
	Iteration 34Q: 3 clusters Score -955236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -955237.750000 Penalty: 4223.733398
	Iteration 35Q: 3 clusters Score -955237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -955237.812500 Penalty: 4223.733398
	Iteration 36Q: 3 clusters Score -955237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -955237.812500 Penalty: 4223.733398
	Iteration 37F: 3 clusters Score -955237.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -52259.222656 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -52259.22 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 207 members 
Entering Unmasked Estep 
Score: -51011.890625 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -51011.89 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51376.527344 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -51376.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51465.652344 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -51465.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51596.328125 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -51596.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51658.117188 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -51658.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51721.289062 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -51721.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51748.789062 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -51748.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51785.347656 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -51785.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51786.722656 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -51786.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51786.722656 Penalty: 2982.802734
	Iteration 9F: 3 clusters Score -51786.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -1245046.250000 Penalty: 2179.230469
	Iteration 0F: 2 clusters Score -1245046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1239559.375000 Penalty: 4358.460938
	Iteration 0F: 3 clusters Score -1239559 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1241054.875000 Penalty: 4358.460938
	Iteration 1F: 3 clusters Score -1241055 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1241363.000000 Penalty: 4358.460938
	Iteration 2F: 3 clusters Score -1241363 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1241641.875000 Penalty: 4358.460938
	Iteration 3F: 3 clusters Score -1241642 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1241932.250000 Penalty: 4358.460938
	Iteration 4F: 3 clusters Score -1241932 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1242294.250000 Penalty: 4358.460938
	Iteration 5F: 3 clusters Score -1242294 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1242764.250000 Penalty: 4358.460938
	Iteration 6F: 3 clusters Score -1242764 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1243156.250000 Penalty: 4358.460938
	Iteration 7F: 3 clusters Score -1243156 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1243434.875000 Penalty: 4358.460938
	Iteration 8Q: 3 clusters Score -1243435 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1243584.250000 Penalty: 4358.460938
	Iteration 9Q: 3 clusters Score -1243584 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1243672.250000 Penalty: 4358.460938
	Iteration 10Q: 3 clusters Score -1243672 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1243732.625000 Penalty: 4358.460938
	Iteration 11Q: 3 clusters Score -1243733 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1243765.000000 Penalty: 4358.460938
	Iteration 12Q: 3 clusters Score -1243765 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1243781.375000 Penalty: 4358.460938
	Iteration 13Q: 3 clusters Score -1243781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1243796.500000 Penalty: 4358.460938
	Iteration 14Q: 3 clusters Score -1243796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1243811.375000 Penalty: 4358.460938
	Iteration 15Q: 3 clusters Score -1243811 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1243823.500000 Penalty: 4358.460938
	Iteration 16Q: 3 clusters Score -1243824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1243832.125000 Penalty: 4358.460938
	Iteration 17Q: 3 clusters Score -1243832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1243847.875000 Penalty: 4358.460938
	Iteration 18Q: 3 clusters Score -1243848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1243859.375000 Penalty: 4358.460938
	Iteration 19Q: 3 clusters Score -1243859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1243871.375000 Penalty: 4358.460938
	Iteration 20F: 3 clusters Score -1243871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1243872.750000 Penalty: 4358.460938
	Iteration 21Q: 3 clusters Score -1243873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1243880.750000 Penalty: 4358.460938
	Iteration 22Q: 3 clusters Score -1243881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1243889.500000 Penalty: 4358.460938
	Iteration 23Q: 3 clusters Score -1243890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1243893.250000 Penalty: 4358.460938
	Iteration 24Q: 3 clusters Score -1243893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1243899.250000 Penalty: 4358.460938
	Iteration 25Q: 3 clusters Score -1243899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1243906.250000 Penalty: 4358.460938
	Iteration 26Q: 3 clusters Score -1243906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1243918.250000 Penalty: 4358.460938
	Iteration 27Q: 3 clusters Score -1243918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1243928.375000 Penalty: 4358.460938
	Iteration 28Q: 3 clusters Score -1243928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1243940.125000 Penalty: 4358.460938
	Iteration 29Q: 3 clusters Score -1243940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1243953.625000 Penalty: 4358.460938
	Iteration 30Q: 3 clusters Score -1243954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1243969.500000 Penalty: 4358.460938
	Iteration 31Q: 3 clusters Score -1243970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1243983.625000 Penalty: 4358.460938
	Iteration 32Q: 3 clusters Score -1243984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1243995.000000 Penalty: 4358.460938
	Iteration 33Q: 3 clusters Score -1243995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1244011.875000 Penalty: 4358.460938
	Iteration 34Q: 3 clusters Score -1244012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1244023.000000 Penalty: 4358.460938
	Iteration 35Q: 3 clusters Score -1244023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1244034.750000 Penalty: 4358.460938
	Iteration 36Q: 3 clusters Score -1244035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1244041.375000 Penalty: 4358.460938
	Iteration 37Q: 3 clusters Score -1244041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1244048.500000 Penalty: 4358.460938
	Iteration 38Q: 3 clusters Score -1244048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1244058.375000 Penalty: 4358.460938
	Iteration 39Q: 3 clusters Score -1244058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1244065.000000 Penalty: 4358.460938
	Iteration 40F: 3 clusters Score -1244065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1244074.500000 Penalty: 4358.460938
	Iteration 41Q: 3 clusters Score -1244074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1244077.875000 Penalty: 4358.460938
	Iteration 42Q: 3 clusters Score -1244078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1244081.250000 Penalty: 4358.460938
	Iteration 43Q: 3 clusters Score -1244081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1244084.625000 Penalty: 4358.460938
	Iteration 44Q: 3 clusters Score -1244085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1244092.000000 Penalty: 4358.460938
	Iteration 45Q: 3 clusters Score -1244092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1244093.750000 Penalty: 4358.460938
	Iteration 46Q: 3 clusters Score -1244094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1244098.375000 Penalty: 4358.460938
	Iteration 47Q: 3 clusters Score -1244098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1244101.125000 Penalty: 4358.460938
	Iteration 48Q: 3 clusters Score -1244101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1244102.500000 Penalty: 4358.460938
	Iteration 49Q: 3 clusters Score -1244102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1244104.750000 Penalty: 4358.460938
	Iteration 50Q: 3 clusters Score -1244105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1244103.625000 Penalty: 4358.460938
	Iteration 51Q: 3 clusters Score -1244104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1244105.500000 Penalty: 4358.460938
	Iteration 52Q: 3 clusters Score -1244106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1244107.000000 Penalty: 4358.460938
	Iteration 53Q: 3 clusters Score -1244107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1244108.750000 Penalty: 4358.460938
	Iteration 54Q: 3 clusters Score -1244109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1244108.750000 Penalty: 4358.460938
	Iteration 55F: 3 clusters Score -1244109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Entering Unmasked Estep 
Score: -2881215.750000 Penalty: 2370.882812
	Iteration 0F: 2 clusters Score -2881216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2870944.250000 Penalty: 4741.765625
	Iteration 0F: 3 clusters Score -2870944 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2874199.750000 Penalty: 4741.765625
	Iteration 1F: 3 clusters Score -2874200 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2874499.500000 Penalty: 4741.765625
	Iteration 2F: 3 clusters Score -2874500 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2874727.750000 Penalty: 4741.765625
	Iteration 3Q: 3 clusters Score -2874728 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2874911.000000 Penalty: 4741.765625
	Iteration 4Q: 3 clusters Score -2874911 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2875075.500000 Penalty: 4741.765625
	Iteration 5Q: 3 clusters Score -2875076 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2875240.500000 Penalty: 4741.765625
	Iteration 6Q: 3 clusters Score -2875240 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2875418.500000 Penalty: 4741.765625
	Iteration 7Q: 3 clusters Score -2875418 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2875641.500000 Penalty: 4741.765625
	Iteration 8Q: 3 clusters Score -2875642 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2875822.250000 Penalty: 4741.765625
	Iteration 9Q: 3 clusters Score -2875822 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2876033.250000 Penalty: 4741.765625
	Iteration 10Q: 3 clusters Score -2876033 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2876234.750000 Penalty: 4741.765625
	Iteration 11Q: 3 clusters Score -2876235 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2876473.000000 Penalty: 4741.765625
	Iteration 12Q: 3 clusters Score -2876473 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2876754.500000 Penalty: 4741.765625
	Iteration 13Q: 3 clusters Score -2876754 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2877095.500000 Penalty: 4741.765625
	Iteration 14Q: 3 clusters Score -2877096 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2877487.500000 Penalty: 4741.765625
	Iteration 15Q: 3 clusters Score -2877488 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2877921.250000 Penalty: 4741.765625
	Iteration 16Q: 3 clusters Score -2877921 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2878355.000000 Penalty: 4741.765625
	Iteration 17Q: 3 clusters Score -2878355 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2878742.500000 Penalty: 4741.765625
	Iteration 18Q: 3 clusters Score -2878742 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2879118.250000 Penalty: 4741.765625
	Iteration 19Q: 3 clusters Score -2879118 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2879389.500000 Penalty: 4741.765625
	Iteration 20F: 3 clusters Score -2879390 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2879579.750000 Penalty: 4741.765625
	Iteration 21Q: 3 clusters Score -2879580 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2879699.500000 Penalty: 4741.765625
	Iteration 22Q: 3 clusters Score -2879700 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2879778.250000 Penalty: 4741.765625
	Iteration 23Q: 3 clusters Score -2879778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2879819.000000 Penalty: 4741.765625
	Iteration 24Q: 3 clusters Score -2879819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2879856.250000 Penalty: 4741.765625
	Iteration 25Q: 3 clusters Score -2879856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2879881.500000 Penalty: 4741.765625
	Iteration 26Q: 3 clusters Score -2879882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2879905.250000 Penalty: 4741.765625
	Iteration 27Q: 3 clusters Score -2879905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2879915.250000 Penalty: 4741.765625
	Iteration 28Q: 3 clusters Score -2879915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2879914.500000 Penalty: 4741.765625
	Iteration 29Q: 3 clusters Score -2879914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2879920.000000 Penalty: 4741.765625
	Iteration 30Q: 3 clusters Score -2879920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2879916.500000 Penalty: 4741.765625
	Iteration 31Q: 3 clusters Score -2879916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2879918.250000 Penalty: 4741.765625
	Iteration 32Q: 3 clusters Score -2879918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2879919.500000 Penalty: 4741.765625
	Iteration 33Q: 3 clusters Score -2879920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2879920.250000 Penalty: 4741.765625
	Iteration 34Q: 3 clusters Score -2879920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2879922.000000 Penalty: 4741.765625
	Iteration 35Q: 3 clusters Score -2879922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2879928.250000 Penalty: 4741.765625
	Iteration 36Q: 3 clusters Score -2879928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2879929.250000 Penalty: 4741.765625
	Iteration 37Q: 3 clusters Score -2879929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2879924.750000 Penalty: 4741.765625
	Iteration 38Q: 3 clusters Score -2879925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2879925.250000 Penalty: 4741.765625
	Iteration 39Q: 3 clusters Score -2879925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2879925.250000 Penalty: 4741.765625
	Iteration 40F: 3 clusters Score -2879925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -980988.750000 Penalty: 2113.550293
	Iteration 0F: 2 clusters Score -980988.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -976477.812500 Penalty: 4227.100586
	Iteration 0F: 3 clusters Score -976477.8 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -977617.250000 Penalty: 4227.100586
	Iteration 1F: 3 clusters Score -977617.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -977906.500000 Penalty: 4227.100586
	Iteration 2F: 3 clusters Score -977906.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -978138.625000 Penalty: 4227.100586
	Iteration 3F: 3 clusters Score -978138.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -978352.500000 Penalty: 4227.100586
	Iteration 4Q: 3 clusters Score -978352.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -978630.812500 Penalty: 4227.100586
	Iteration 5F: 3 clusters Score -978630.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -978966.187500 Penalty: 4227.100586
	Iteration 6F: 3 clusters Score -978966.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -979296.000000 Penalty: 4227.100586
	Iteration 7F: 3 clusters Score -979296 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -979607.062500 Penalty: 4227.100586
	Iteration 8F: 3 clusters Score -979607.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -979874.500000 Penalty: 4227.100586
	Iteration 9F: 3 clusters Score -979874.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -980082.625000 Penalty: 4227.100586
	Iteration 10Q: 3 clusters Score -980082.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -980230.687500 Penalty: 4227.100586
	Iteration 11Q: 3 clusters Score -980230.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -980341.312500 Penalty: 4227.100586
	Iteration 12Q: 3 clusters Score -980341.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -980425.812500 Penalty: 4227.100586
	Iteration 13Q: 3 clusters Score -980425.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -980471.187500 Penalty: 4227.100586
	Iteration 14Q: 3 clusters Score -980471.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -980493.000000 Penalty: 4227.100586
	Iteration 15Q: 3 clusters Score -980493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -980513.062500 Penalty: 4227.100586
	Iteration 16Q: 3 clusters Score -980513.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -980529.500000 Penalty: 4227.100586
	Iteration 17Q: 3 clusters Score -980529.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -980534.500000 Penalty: 4227.100586
	Iteration 18Q: 3 clusters Score -980534.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -980538.562500 Penalty: 4227.100586
	Iteration 19Q: 3 clusters Score -980538.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -980544.250000 Penalty: 4227.100586
	Iteration 20F: 3 clusters Score -980544.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -980549.875000 Penalty: 4227.100586
	Iteration 21Q: 3 clusters Score -980549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -980549.062500 Penalty: 4227.100586
	Iteration 22Q: 3 clusters Score -980549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -980549.625000 Penalty: 4227.100586
	Iteration 23Q: 3 clusters Score -980549.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -980549.625000 Penalty: 4227.100586
	Iteration 24F: 3 clusters Score -980549.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -539493.500000 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -539493.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -536211.812500 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -536211.8 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -536975.250000 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -536975.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -537261.187500 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -537261.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -537527.062500 Penalty: 3974.453857
	Iteration 3F: 3 clusters Score -537527.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -537762.875000 Penalty: 3974.453857
	Iteration 4F: 3 clusters Score -537762.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -537956.375000 Penalty: 3974.453857
	Iteration 5F: 3 clusters Score -537956.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -538150.937500 Penalty: 3974.453857
	Iteration 6F: 3 clusters Score -538150.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -538319.312500 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -538319.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -538472.125000 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -538472.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -538624.562500 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -538624.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -538804.250000 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -538804.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -538961.000000 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -538961 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -539109.062500 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -539109.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -539259.187500 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -539259.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -539408.500000 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -539408.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -539539.812500 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -539539.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -539619.000000 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -539619 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -539694.125000 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -539694.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -539765.187500 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -539765.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -539827.812500 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -539827.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -539867.375000 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -539867.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -539892.500000 Penalty: 3974.453857
	Iteration 21Q: 3 clusters Score -539892.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -539916.750000 Penalty: 3974.453857
	Iteration 22Q: 3 clusters Score -539916.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -539926.312500 Penalty: 3974.453857
	Iteration 23Q: 3 clusters Score -539926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -539931.625000 Penalty: 3974.453857
	Iteration 24Q: 3 clusters Score -539931.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -539934.312500 Penalty: 3974.453857
	Iteration 25Q: 3 clusters Score -539934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -539935.875000 Penalty: 3974.453857
	Iteration 26Q: 3 clusters Score -539935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -539937.312500 Penalty: 3974.453857
	Iteration 27Q: 3 clusters Score -539937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -539937.312500 Penalty: 3974.453857
	Iteration 28F: 3 clusters Score -539937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 14985 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28273 members 
Mstep: Class 6 contains 27512 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14534 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6550 members 
Mstep: Class 14 contains 14186 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 1076 members 
Mstep: Class 17 contains 36858 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25614 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22417 members 
Mstep: Class 30 contains 44809 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22478 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17165 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27206 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17059 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26903 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27420 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
Score: -84204040.000000 Penalty: 167425.093750
Splitting cluster 16 changes total score from -84204936.000000 to -84204040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (36858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Entering Unmasked Estep 
Score: -7197588.000000 Penalty: 2607.677246
	Iteration 0F: 2 clusters Score -7197588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -7177054.500000 Penalty: 5215.354492
	Iteration 0F: 3 clusters Score -7177054 nChanged 16843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -7186225.500000 Penalty: 5215.354492
	Iteration 1F: 3 clusters Score -7186226 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -7186742.000000 Penalty: 5215.354492
	Iteration 2Q: 3 clusters Score -7186742 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -7187094.500000 Penalty: 5215.354492
	Iteration 3Q: 3 clusters Score -7187094 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -7187470.500000 Penalty: 5215.354492
	Iteration 4Q: 3 clusters Score -7187470 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -7187875.500000 Penalty: 5215.354492
	Iteration 5Q: 3 clusters Score -7187876 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -7188252.000000 Penalty: 5215.354492
	Iteration 6Q: 3 clusters Score -7188252 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -7188817.500000 Penalty: 5215.354492
	Iteration 7Q: 3 clusters Score -7188818 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -7189486.500000 Penalty: 5215.354492
	Iteration 8Q: 3 clusters Score -7189486 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -7190276.500000 Penalty: 5215.354492
	Iteration 9Q: 3 clusters Score -7190276 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -7191155.500000 Penalty: 5215.354492
	Iteration 10Q: 3 clusters Score -7191156 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -7191961.000000 Penalty: 5215.354492
	Iteration 11Q: 3 clusters Score -7191961 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -7192637.500000 Penalty: 5215.354492
	Iteration 12Q: 3 clusters Score -7192638 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -7193320.000000 Penalty: 5215.354492
	Iteration 13Q: 3 clusters Score -7193320 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -7193771.500000 Penalty: 5215.354492
	Iteration 14Q: 3 clusters Score -7193772 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -7194034.500000 Penalty: 5215.354492
	Iteration 15Q: 3 clusters Score -7194034 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -7194209.000000 Penalty: 5215.354492
	Iteration 16Q: 3 clusters Score -7194209 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -7194303.500000 Penalty: 5215.354492
	Iteration 17Q: 3 clusters Score -7194304 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -7194455.000000 Penalty: 5215.354492
	Iteration 18Q: 3 clusters Score -7194455 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -7194545.000000 Penalty: 5215.354492
	Iteration 19Q: 3 clusters Score -7194545 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -7194663.500000 Penalty: 5215.354492
	Iteration 20F: 3 clusters Score -7194664 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -7194789.500000 Penalty: 5215.354492
	Iteration 21Q: 3 clusters Score -7194790 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -7194951.000000 Penalty: 5215.354492
	Iteration 22Q: 3 clusters Score -7194951 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -7195112.500000 Penalty: 5215.354492
	Iteration 23Q: 3 clusters Score -7195112 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -7195298.500000 Penalty: 5215.354492
	Iteration 24Q: 3 clusters Score -7195298 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -7195481.500000 Penalty: 5215.354492
	Iteration 25Q: 3 clusters Score -7195482 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -7195636.000000 Penalty: 5215.354492
	Iteration 26Q: 3 clusters Score -7195636 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -7195743.000000 Penalty: 5215.354492
	Iteration 27Q: 3 clusters Score -7195743 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -7195848.000000 Penalty: 5215.354492
	Iteration 28Q: 3 clusters Score -7195848 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -7195919.500000 Penalty: 5215.354492
	Iteration 29Q: 3 clusters Score -7195920 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -7195962.500000 Penalty: 5215.354492
	Iteration 30Q: 3 clusters Score -7195962 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -7196039.500000 Penalty: 5215.354492
	Iteration 31Q: 3 clusters Score -7196040 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -7196099.500000 Penalty: 5215.354492
	Iteration 32Q: 3 clusters Score -7196100 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -7196122.000000 Penalty: 5215.354492
	Iteration 33Q: 3 clusters Score -7196122 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -7196141.500000 Penalty: 5215.354492
	Iteration 34Q: 3 clusters Score -7196142 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -7196161.000000 Penalty: 5215.354492
	Iteration 35Q: 3 clusters Score -7196161 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -7196180.000000 Penalty: 5215.354492
	Iteration 36Q: 3 clusters Score -7196180 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -7196207.000000 Penalty: 5215.354492
	Iteration 37Q: 3 clusters Score -7196207 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -7196223.000000 Penalty: 5215.354492
	Iteration 38Q: 3 clusters Score -7196223 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -7196237.000000 Penalty: 5215.354492
	Iteration 39Q: 3 clusters Score -7196237 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -7196228.500000 Penalty: 5215.354492
	Iteration 40F: 3 clusters Score -7196228 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -7196271.500000 Penalty: 5215.354492
	Iteration 41Q: 3 clusters Score -7196272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -7196277.500000 Penalty: 5215.354492
	Iteration 42Q: 3 clusters Score -7196278 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -7196266.000000 Penalty: 5215.354492
	Iteration 43Q: 3 clusters Score -7196266 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -7196283.000000 Penalty: 5215.354492
	Iteration 44Q: 3 clusters Score -7196283 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -7196270.500000 Penalty: 5215.354492
	Iteration 45Q: 3 clusters Score -7196270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -7196271.000000 Penalty: 5215.354492
	Iteration 46Q: 3 clusters Score -7196271 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -7196278.000000 Penalty: 5215.354492
	Iteration 47Q: 3 clusters Score -7196278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -7196299.000000 Penalty: 5215.354492
	Iteration 48Q: 3 clusters Score -7196299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -7196300.500000 Penalty: 5215.354492
	Iteration 49Q: 3 clusters Score -7196300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -7196299.500000 Penalty: 5215.354492
	Iteration 50Q: 3 clusters Score -7196300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -7196312.500000 Penalty: 5215.354492
	Iteration 51Q: 3 clusters Score -7196312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -7196313.000000 Penalty: 5215.354492
	Iteration 52Q: 3 clusters Score -7196313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -7196308.500000 Penalty: 5215.354492
	Iteration 53Q: 3 clusters Score -7196308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -7196312.000000 Penalty: 5215.354492
	Iteration 54Q: 3 clusters Score -7196312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -7196307.500000 Penalty: 5215.354492
	Iteration 55Q: 3 clusters Score -7196308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -7196308.500000 Penalty: 5215.354492
	Iteration 56Q: 3 clusters Score -7196308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -7196310.000000 Penalty: 5215.354492
	Iteration 57Q: 3 clusters Score -7196310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -7196308.000000 Penalty: 5215.354492
	Iteration 58Q: 3 clusters Score -7196308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -7196314.000000 Penalty: 5215.354492
	Iteration 59Q: 3 clusters Score -7196314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -7196322.000000 Penalty: 5215.354492
	Iteration 60F: 3 clusters Score -7196322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -7196332.000000 Penalty: 5215.354492
	Iteration 61Q: 3 clusters Score -7196332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -7196337.000000 Penalty: 5215.354492
	Iteration 62Q: 3 clusters Score -7196337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -7196329.500000 Penalty: 5215.354492
	Iteration 63Q: 3 clusters Score -7196330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -7196339.000000 Penalty: 5215.354492
	Iteration 64Q: 3 clusters Score -7196339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -7196334.000000 Penalty: 5215.354492
	Iteration 65Q: 3 clusters Score -7196334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -7196327.500000 Penalty: 5215.354492
	Iteration 66Q: 3 clusters Score -7196328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -7196326.500000 Penalty: 5215.354492
	Iteration 67Q: 3 clusters Score -7196326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -7196327.000000 Penalty: 5215.354492
	Iteration 68Q: 3 clusters Score -7196327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -7196328.000000 Penalty: 5215.354492
	Iteration 69Q: 3 clusters Score -7196328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -7196335.500000 Penalty: 5215.354492
	Iteration 70Q: 3 clusters Score -7196336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -7196326.500000 Penalty: 5215.354492
	Iteration 71Q: 3 clusters Score -7196326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -7196329.000000 Penalty: 5215.354492
	Iteration 72Q: 3 clusters Score -7196329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -7196329.000000 Penalty: 5215.354492
	Iteration 73F: 3 clusters Score -7196329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -26256.578125 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -26256.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25228.324219 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -25228.32 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25585.517578 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -25585.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26008.488281 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -26008.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26452.291016 Penalty: 2812.260986
	Iteration 3F: 3 clusters Score -26452.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26764.076172 Penalty: 2812.260986
	Iteration 4F: 3 clusters Score -26764.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26855.974609 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -26855.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26885.587891 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -26885.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26899.378906 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -26899.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26916.546875 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -26916.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26968.255859 Penalty: 2812.260986
	Iteration 9Q: 3 clusters Score -26968.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26982.181641 Penalty: 2812.260986
	Iteration 10Q: 3 clusters Score -26982.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26984.601562 Penalty: 2812.260986
	Iteration 11Q: 3 clusters Score -26984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26987.283203 Penalty: 2812.260986
	Iteration 12Q: 3 clusters Score -26987.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26989.597656 Penalty: 2812.260986
	Iteration 13Q: 3 clusters Score -26989.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26989.597656 Penalty: 2812.260986
	Iteration 14F: 3 clusters Score -26989.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 14985 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28273 members 
Mstep: Class 6 contains 27512 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14534 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6550 members 
Mstep: Class 14 contains 14186 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36858 members 
Mstep: Class 18 contains 135 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25614 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22417 members 
Mstep: Class 30 contains 44809 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22478 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17165 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27206 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17059 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26903 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27420 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
Score: -84203728.000000 Penalty: 167425.093750
Splitting cluster 18 changes total score from -84204936.000000 to -84203728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -127051.679688 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -127051.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -125382.046875 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -125382 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -125760.429688 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -125760.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -125985.375000 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -125985.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -126124.078125 Penalty: 3261.928711
	Iteration 3F: 3 clusters Score -126124.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -126329.390625 Penalty: 3261.928711
	Iteration 4Q: 3 clusters Score -126329.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -126517.367188 Penalty: 3261.928711
	Iteration 5Q: 3 clusters Score -126517.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -126600.750000 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -126600.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -126671.281250 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -126671.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -126705.562500 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -126705.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -126725.109375 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -126725.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -126740.703125 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -126740.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -126742.859375 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -126742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -126745.664062 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -126745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -126746.570312 Penalty: 3261.928711
	Iteration 13Q: 3 clusters Score -126746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -126750.453125 Penalty: 3261.928711
	Iteration 14F: 3 clusters Score -126750.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -126755.148438 Penalty: 3261.928711
	Iteration 15Q: 3 clusters Score -126755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -126756.992188 Penalty: 3261.928711
	Iteration 16Q: 3 clusters Score -126757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -126756.992188 Penalty: 3261.928711
	Iteration 17F: 3 clusters Score -126757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -46476.218750 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -46476.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45303.125000 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -45303.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45469.250000 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -45469.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45540.257812 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -45540.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45565.726562 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -45565.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45580.753906 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -45580.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45582.515625 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -45582.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45582.515625 Penalty: 2835.645752
	Iteration 6F: 3 clusters Score -45582.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -94599.898438 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -94599.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -93108.468750 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -93108.47 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -93394.093750 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -93394.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93523.921875 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -93523.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93644.203125 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -93644.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93758.195312 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -93758.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93846.218750 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -93846.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93874.625000 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -93874.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93879.421875 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -93879.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93885.007812 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -93885.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -93905.304688 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -93905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93910.085938 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -93910.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -93911.437500 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -93911.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -93911.437500 Penalty: 3128.816650
	Iteration 12F: 3 clusters Score -93911.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Entering Unmasked Estep 
Score: -5025149.000000 Penalty: 2517.421875
	Iteration 0F: 2 clusters Score -5025149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -5008255.500000 Penalty: 5034.843750
	Iteration 0F: 3 clusters Score -5008256 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -5014533.000000 Penalty: 5034.843750
	Iteration 1F: 3 clusters Score -5014533 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -5014945.500000 Penalty: 5034.843750
	Iteration 2F: 3 clusters Score -5014946 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -5015297.000000 Penalty: 5034.843750
	Iteration 3Q: 3 clusters Score -5015297 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -5015586.500000 Penalty: 5034.843750
	Iteration 4Q: 3 clusters Score -5015586 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -5015909.000000 Penalty: 5034.843750
	Iteration 5Q: 3 clusters Score -5015909 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -5016273.500000 Penalty: 5034.843750
	Iteration 6Q: 3 clusters Score -5016274 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -5016682.000000 Penalty: 5034.843750
	Iteration 7Q: 3 clusters Score -5016682 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -5017195.000000 Penalty: 5034.843750
	Iteration 8Q: 3 clusters Score -5017195 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -5017956.500000 Penalty: 5034.843750
	Iteration 9Q: 3 clusters Score -5017956 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -5018998.500000 Penalty: 5034.843750
	Iteration 10F: 3 clusters Score -5018998 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -5020037.000000 Penalty: 5034.843750
	Iteration 11F: 3 clusters Score -5020037 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -5020814.500000 Penalty: 5034.843750
	Iteration 12Q: 3 clusters Score -5020814 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -5021295.500000 Penalty: 5034.843750
	Iteration 13Q: 3 clusters Score -5021296 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -5021585.000000 Penalty: 5034.843750
	Iteration 14Q: 3 clusters Score -5021585 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -5021809.500000 Penalty: 5034.843750
	Iteration 15Q: 3 clusters Score -5021810 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -5021981.500000 Penalty: 5034.843750
	Iteration 16Q: 3 clusters Score -5021982 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -5022147.000000 Penalty: 5034.843750
	Iteration 17Q: 3 clusters Score -5022147 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -5022334.500000 Penalty: 5034.843750
	Iteration 18Q: 3 clusters Score -5022334 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -5022492.000000 Penalty: 5034.843750
	Iteration 19Q: 3 clusters Score -5022492 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -5022640.500000 Penalty: 5034.843750
	Iteration 20F: 3 clusters Score -5022640 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -5022768.000000 Penalty: 5034.843750
	Iteration 21Q: 3 clusters Score -5022768 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -5022854.000000 Penalty: 5034.843750
	Iteration 22Q: 3 clusters Score -5022854 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -5022932.000000 Penalty: 5034.843750
	Iteration 23Q: 3 clusters Score -5022932 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -5023014.000000 Penalty: 5034.843750
	Iteration 24Q: 3 clusters Score -5023014 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -5023090.000000 Penalty: 5034.843750
	Iteration 25Q: 3 clusters Score -5023090 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -5023131.500000 Penalty: 5034.843750
	Iteration 26Q: 3 clusters Score -5023132 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -5023178.000000 Penalty: 5034.843750
	Iteration 27Q: 3 clusters Score -5023178 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -5023210.500000 Penalty: 5034.843750
	Iteration 28Q: 3 clusters Score -5023210 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -5023225.000000 Penalty: 5034.843750
	Iteration 29Q: 3 clusters Score -5023225 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -5023265.500000 Penalty: 5034.843750
	Iteration 30Q: 3 clusters Score -5023266 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -5023253.000000 Penalty: 5034.843750
	Iteration 31Q: 3 clusters Score -5023253 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -5023288.000000 Penalty: 5034.843750
	Iteration 32Q: 3 clusters Score -5023288 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -5023300.000000 Penalty: 5034.843750
	Iteration 33Q: 3 clusters Score -5023300 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5023316.000000 Penalty: 5034.843750
	Iteration 34Q: 3 clusters Score -5023316 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -5023292.000000 Penalty: 5034.843750
	Iteration 35Q: 3 clusters Score -5023292 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5023312.000000 Penalty: 5034.843750
	Iteration 36Q: 3 clusters Score -5023312 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -5023303.000000 Penalty: 5034.843750
	Iteration 37Q: 3 clusters Score -5023303 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -5023298.500000 Penalty: 5034.843750
	Iteration 38Q: 3 clusters Score -5023298 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -5023314.000000 Penalty: 5034.843750
	Iteration 39Q: 3 clusters Score -5023314 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -5023321.500000 Penalty: 5034.843750
	Iteration 40F: 3 clusters Score -5023322 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -5023329.500000 Penalty: 5034.843750
	Iteration 41Q: 3 clusters Score -5023330 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -5023330.000000 Penalty: 5034.843750
	Iteration 42Q: 3 clusters Score -5023330 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -5023327.000000 Penalty: 5034.843750
	Iteration 43Q: 3 clusters Score -5023327 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -5023322.000000 Penalty: 5034.843750
	Iteration 44Q: 3 clusters Score -5023322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -5023320.500000 Penalty: 5034.843750
	Iteration 45Q: 3 clusters Score -5023320 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -5023324.500000 Penalty: 5034.843750
	Iteration 46Q: 3 clusters Score -5023324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -5023314.000000 Penalty: 5034.843750
	Iteration 47Q: 3 clusters Score -5023314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -5023315.500000 Penalty: 5034.843750
	Iteration 48Q: 3 clusters Score -5023316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -5023319.000000 Penalty: 5034.843750
	Iteration 49Q: 3 clusters Score -5023319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -5023324.000000 Penalty: 5034.843750
	Iteration 50Q: 3 clusters Score -5023324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -5023319.500000 Penalty: 5034.843750
	Iteration 51Q: 3 clusters Score -5023320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -5023303.500000 Penalty: 5034.843750
	Iteration 52Q: 3 clusters Score -5023304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -5023311.500000 Penalty: 5034.843750
	Iteration 53Q: 3 clusters Score -5023312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -5023314.000000 Penalty: 5034.843750
	Iteration 54Q: 3 clusters Score -5023314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -5023312.500000 Penalty: 5034.843750
	Iteration 55Q: 3 clusters Score -5023312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -5023313.500000 Penalty: 5034.843750
	Iteration 56Q: 3 clusters Score -5023314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -5023309.500000 Penalty: 5034.843750
	Iteration 57Q: 3 clusters Score -5023310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -5023311.000000 Penalty: 5034.843750
	Iteration 58Q: 3 clusters Score -5023311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -5023309.000000 Penalty: 5034.843750
	Iteration 59Q: 3 clusters Score -5023309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -5023306.500000 Penalty: 5034.843750
	Iteration 60F: 3 clusters Score -5023306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -5023308.000000 Penalty: 5034.843750
	Iteration 61Q: 3 clusters Score -5023308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -5023318.000000 Penalty: 5034.843750
	Iteration 62Q: 3 clusters Score -5023318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -5023315.000000 Penalty: 5034.843750
	Iteration 63Q: 3 clusters Score -5023315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -5023318.500000 Penalty: 5034.843750
	Iteration 64Q: 3 clusters Score -5023318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -5023314.500000 Penalty: 5034.843750
	Iteration 65Q: 3 clusters Score -5023314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -5023306.500000 Penalty: 5034.843750
	Iteration 66Q: 3 clusters Score -5023306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -5023313.000000 Penalty: 5034.843750
	Iteration 67Q: 3 clusters Score -5023313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -5023314.000000 Penalty: 5034.843750
	Iteration 68Q: 3 clusters Score -5023314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -5023317.500000 Penalty: 5034.843750
	Iteration 69Q: 3 clusters Score -5023318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -5023323.000000 Penalty: 5034.843750
	Iteration 70Q: 3 clusters Score -5023323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -5023325.000000 Penalty: 5034.843750
	Iteration 71Q: 3 clusters Score -5023325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -5023317.000000 Penalty: 5034.843750
	Iteration 72Q: 3 clusters Score -5023317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -5023320.500000 Penalty: 5034.843750
	Iteration 73Q: 3 clusters Score -5023320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -5023323.000000 Penalty: 5034.843750
	Iteration 74Q: 3 clusters Score -5023323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -5023323.000000 Penalty: 5034.843750
	Iteration 75F: 3 clusters Score -5023323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -409700.593750 Penalty: 1913.018555
	Iteration 0F: 2 clusters Score -409700.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -406975.750000 Penalty: 3826.037109
	Iteration 0F: 3 clusters Score -406975.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -407565.562500 Penalty: 3826.037109
	Iteration 1F: 3 clusters Score -407565.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -407808.531250 Penalty: 3826.037109
	Iteration 2F: 3 clusters Score -407808.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -408029.062500 Penalty: 3826.037109
	Iteration 3F: 3 clusters Score -408029.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -408209.000000 Penalty: 3826.037109
	Iteration 4F: 3 clusters Score -408209 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -408352.687500 Penalty: 3826.037109
	Iteration 5F: 3 clusters Score -408352.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -408481.906250 Penalty: 3826.037109
	Iteration 6F: 3 clusters Score -408481.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -408579.968750 Penalty: 3826.037109
	Iteration 7Q: 3 clusters Score -408580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -408660.093750 Penalty: 3826.037109
	Iteration 8Q: 3 clusters Score -408660.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -408711.531250 Penalty: 3826.037109
	Iteration 9Q: 3 clusters Score -408711.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -408743.468750 Penalty: 3826.037109
	Iteration 10Q: 3 clusters Score -408743.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -408761.156250 Penalty: 3826.037109
	Iteration 11Q: 3 clusters Score -408761.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -408775.125000 Penalty: 3826.037109
	Iteration 12Q: 3 clusters Score -408775.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -408786.406250 Penalty: 3826.037109
	Iteration 13Q: 3 clusters Score -408786.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -408798.093750 Penalty: 3826.037109
	Iteration 14Q: 3 clusters Score -408798.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -408812.718750 Penalty: 3826.037109
	Iteration 15Q: 3 clusters Score -408812.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -408825.906250 Penalty: 3826.037109
	Iteration 16Q: 3 clusters Score -408825.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -408836.031250 Penalty: 3826.037109
	Iteration 17Q: 3 clusters Score -408836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -408850.250000 Penalty: 3826.037109
	Iteration 18Q: 3 clusters Score -408850.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -408859.593750 Penalty: 3826.037109
	Iteration 19Q: 3 clusters Score -408859.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -408865.406250 Penalty: 3826.037109
	Iteration 20F: 3 clusters Score -408865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -408871.718750 Penalty: 3826.037109
	Iteration 21Q: 3 clusters Score -408871.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -408875.625000 Penalty: 3826.037109
	Iteration 22Q: 3 clusters Score -408875.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -408880.750000 Penalty: 3826.037109
	Iteration 23Q: 3 clusters Score -408880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -408884.437500 Penalty: 3826.037109
	Iteration 24Q: 3 clusters Score -408884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -408886.031250 Penalty: 3826.037109
	Iteration 25Q: 3 clusters Score -408886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -408891.250000 Penalty: 3826.037109
	Iteration 26Q: 3 clusters Score -408891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -408894.531250 Penalty: 3826.037109
	Iteration 27Q: 3 clusters Score -408894.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -408896.843750 Penalty: 3826.037109
	Iteration 28Q: 3 clusters Score -408896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -408899.625000 Penalty: 3826.037109
	Iteration 29Q: 3 clusters Score -408899.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -408904.062500 Penalty: 3826.037109
	Iteration 30Q: 3 clusters Score -408904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -408908.968750 Penalty: 3826.037109
	Iteration 31Q: 3 clusters Score -408909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -408911.968750 Penalty: 3826.037109
	Iteration 32Q: 3 clusters Score -408912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -408918.156250 Penalty: 3826.037109
	Iteration 33Q: 3 clusters Score -408918.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -408921.843750 Penalty: 3826.037109
	Iteration 34Q: 3 clusters Score -408921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -408922.562500 Penalty: 3826.037109
	Iteration 35Q: 3 clusters Score -408922.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -408922.562500 Penalty: 3826.037109
	Iteration 36F: 3 clusters Score -408922.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -158917.046875 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -158917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157037.109375 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -157037.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -157441.453125 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -157441.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157686.531250 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -157686.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -157891.171875 Penalty: 3409.602539
	Iteration 3F: 3 clusters Score -157891.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -158012.375000 Penalty: 3409.602539
	Iteration 4F: 3 clusters Score -158012.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -158097.406250 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -158097.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -158151.171875 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -158151.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -158176.109375 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -158176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -158179.234375 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -158179.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -158179.796875 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -158179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -158179.796875 Penalty: 3409.602539
	Iteration 10F: 3 clusters Score -158179.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -441351.500000 Penalty: 1916.974365
	Iteration 0F: 2 clusters Score -441351.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -438592.218750 Penalty: 3833.948730
	Iteration 0F: 3 clusters Score -438592.2 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -439264.062500 Penalty: 3833.948730
	Iteration 1F: 3 clusters Score -439264.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -439657.250000 Penalty: 3833.948730
	Iteration 2F: 3 clusters Score -439657.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -440007.156250 Penalty: 3833.948730
	Iteration 3F: 3 clusters Score -440007.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -440307.500000 Penalty: 3833.948730
	Iteration 4F: 3 clusters Score -440307.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -440523.500000 Penalty: 3833.948730
	Iteration 5F: 3 clusters Score -440523.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -440690.000000 Penalty: 3833.948730
	Iteration 6F: 3 clusters Score -440690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -440828.593750 Penalty: 3833.948730
	Iteration 7Q: 3 clusters Score -440828.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -440951.718750 Penalty: 3833.948730
	Iteration 8Q: 3 clusters Score -440951.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -441033.406250 Penalty: 3833.948730
	Iteration 9Q: 3 clusters Score -441033.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -441091.906250 Penalty: 3833.948730
	Iteration 10Q: 3 clusters Score -441091.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -441119.812500 Penalty: 3833.948730
	Iteration 11Q: 3 clusters Score -441119.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -441129.562500 Penalty: 3833.948730
	Iteration 12Q: 3 clusters Score -441129.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -441134.031250 Penalty: 3833.948730
	Iteration 13Q: 3 clusters Score -441134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -441137.000000 Penalty: 3833.948730
	Iteration 14Q: 3 clusters Score -441137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -441139.562500 Penalty: 3833.948730
	Iteration 15Q: 3 clusters Score -441139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -441140.281250 Penalty: 3833.948730
	Iteration 16Q: 3 clusters Score -441140.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -441140.843750 Penalty: 3833.948730
	Iteration 17Q: 3 clusters Score -441140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -441143.500000 Penalty: 3833.948730
	Iteration 18Q: 3 clusters Score -441143.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -441146.000000 Penalty: 3833.948730
	Iteration 19Q: 3 clusters Score -441146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -441147.656250 Penalty: 3833.948730
	Iteration 20F: 3 clusters Score -441147.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Entering Unmasked Estep 
Score: -1205659.125000 Penalty: 2157.768799
	Iteration 0F: 2 clusters Score -1205659 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 2978 members 
Entering Unmasked Estep 
Score: -1200493.250000 Penalty: 4315.537598
	Iteration 0F: 3 clusters Score -1200493 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1201827.250000 Penalty: 4315.537598
	Iteration 1F: 3 clusters Score -1201827 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1202150.125000 Penalty: 4315.537598
	Iteration 2F: 3 clusters Score -1202150 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1202445.250000 Penalty: 4315.537598
	Iteration 3F: 3 clusters Score -1202445 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1202723.875000 Penalty: 4315.537598
	Iteration 4F: 3 clusters Score -1202724 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1203026.250000 Penalty: 4315.537598
	Iteration 5F: 3 clusters Score -1203026 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1203352.250000 Penalty: 4315.537598
	Iteration 6F: 3 clusters Score -1203352 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1203695.125000 Penalty: 4315.537598
	Iteration 7F: 3 clusters Score -1203695 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1204003.375000 Penalty: 4315.537598
	Iteration 8F: 3 clusters Score -1204003 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1204234.250000 Penalty: 4315.537598
	Iteration 9Q: 3 clusters Score -1204234 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1204387.250000 Penalty: 4315.537598
	Iteration 10Q: 3 clusters Score -1204387 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1204507.500000 Penalty: 4315.537598
	Iteration 11Q: 3 clusters Score -1204508 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1204585.625000 Penalty: 4315.537598
	Iteration 12Q: 3 clusters Score -1204586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1204630.000000 Penalty: 4315.537598
	Iteration 13Q: 3 clusters Score -1204630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1204654.875000 Penalty: 4315.537598
	Iteration 14Q: 3 clusters Score -1204655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1204679.125000 Penalty: 4315.537598
	Iteration 15Q: 3 clusters Score -1204679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1204691.750000 Penalty: 4315.537598
	Iteration 16Q: 3 clusters Score -1204692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1204707.000000 Penalty: 4315.537598
	Iteration 17Q: 3 clusters Score -1204707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1204715.000000 Penalty: 4315.537598
	Iteration 18Q: 3 clusters Score -1204715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1204721.250000 Penalty: 4315.537598
	Iteration 19Q: 3 clusters Score -1204721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1204724.500000 Penalty: 4315.537598
	Iteration 20F: 3 clusters Score -1204724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1204733.625000 Penalty: 4315.537598
	Iteration 21Q: 3 clusters Score -1204734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1204737.375000 Penalty: 4315.537598
	Iteration 22Q: 3 clusters Score -1204737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1204742.250000 Penalty: 4315.537598
	Iteration 23Q: 3 clusters Score -1204742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1204745.375000 Penalty: 4315.537598
	Iteration 24Q: 3 clusters Score -1204745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1204746.875000 Penalty: 4315.537598
	Iteration 25Q: 3 clusters Score -1204747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1204752.500000 Penalty: 4315.537598
	Iteration 26Q: 3 clusters Score -1204752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1204754.250000 Penalty: 4315.537598
	Iteration 27Q: 3 clusters Score -1204754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1204754.250000 Penalty: 4315.537598
	Iteration 28Q: 3 clusters Score -1204754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1204755.375000 Penalty: 4315.537598
	Iteration 29Q: 3 clusters Score -1204755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1204754.875000 Penalty: 4315.537598
	Iteration 30Q: 3 clusters Score -1204755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1204754.500000 Penalty: 4315.537598
	Iteration 31Q: 3 clusters Score -1204754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1204757.000000 Penalty: 4315.537598
	Iteration 32Q: 3 clusters Score -1204757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1204759.000000 Penalty: 4315.537598
	Iteration 33Q: 3 clusters Score -1204759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1204757.875000 Penalty: 4315.537598
	Iteration 34Q: 3 clusters Score -1204758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1204761.125000 Penalty: 4315.537598
	Iteration 35Q: 3 clusters Score -1204761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1204759.625000 Penalty: 4315.537598
	Iteration 36Q: 3 clusters Score -1204760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1204760.250000 Penalty: 4315.537598
	Iteration 37Q: 3 clusters Score -1204760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1204760.375000 Penalty: 4315.537598
	Iteration 38Q: 3 clusters Score -1204760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1204760.375000 Penalty: 4315.537598
	Iteration 39F: 3 clusters Score -1204760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -14025.152344 Penalty: 1320.106445
	Iteration 0F: 2 clusters Score -14025.15 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 106 members 
Entering Unmasked Estep 
Score: -13096.710938 Penalty: 2640.212891
	Iteration 0F: 3 clusters Score -13096.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13236.943359 Penalty: 2640.212891
	Iteration 1F: 3 clusters Score -13236.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13324.936523 Penalty: 2640.212891
	Iteration 2Q: 3 clusters Score -13324.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13375.815430 Penalty: 2640.212891
	Iteration 3Q: 3 clusters Score -13375.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13375.815430 Penalty: 2640.212891
	Iteration 4F: 3 clusters Score -13375.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Entering Unmasked Estep 
Score: -820073.000000 Penalty: 2060.616699
	Iteration 0F: 2 clusters Score -820073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -816162.437500 Penalty: 4121.233398
	Iteration 0F: 3 clusters Score -816162.4 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -817120.187500 Penalty: 4121.233398
	Iteration 1F: 3 clusters Score -817120.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -817391.437500 Penalty: 4121.233398
	Iteration 2F: 3 clusters Score -817391.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -817609.937500 Penalty: 4121.233398
	Iteration 3F: 3 clusters Score -817609.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -817810.187500 Penalty: 4121.233398
	Iteration 4F: 3 clusters Score -817810.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -817978.062500 Penalty: 4121.233398
	Iteration 5F: 3 clusters Score -817978.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -818104.812500 Penalty: 4121.233398
	Iteration 6Q: 3 clusters Score -818104.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -818185.437500 Penalty: 4121.233398
	Iteration 7Q: 3 clusters Score -818185.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -818234.375000 Penalty: 4121.233398
	Iteration 8Q: 3 clusters Score -818234.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -818257.937500 Penalty: 4121.233398
	Iteration 9Q: 3 clusters Score -818257.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -818274.312500 Penalty: 4121.233398
	Iteration 10Q: 3 clusters Score -818274.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -818282.875000 Penalty: 4121.233398
	Iteration 11Q: 3 clusters Score -818282.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -818287.375000 Penalty: 4121.233398
	Iteration 12Q: 3 clusters Score -818287.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -818290.125000 Penalty: 4121.233398
	Iteration 13Q: 3 clusters Score -818290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -818291.562500 Penalty: 4121.233398
	Iteration 14Q: 3 clusters Score -818291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -818293.750000 Penalty: 4121.233398
	Iteration 15Q: 3 clusters Score -818293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -818292.312500 Penalty: 4121.233398
	Iteration 16Q: 3 clusters Score -818292.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -818292.312500 Penalty: 4121.233398
	Iteration 17F: 3 clusters Score -818292.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Entering Unmasked Estep 
Score: -4653838.500000 Penalty: 2484.358643
	Iteration 0F: 2 clusters Score -4653838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -4639098.500000 Penalty: 4968.717285
	Iteration 0F: 3 clusters Score -4639098 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -4644345.500000 Penalty: 4968.717285
	Iteration 1F: 3 clusters Score -4644346 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -4644702.000000 Penalty: 4968.717285
	Iteration 2Q: 3 clusters Score -4644702 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -4644987.500000 Penalty: 4968.717285
	Iteration 3Q: 3 clusters Score -4644988 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4645233.000000 Penalty: 4968.717285
	Iteration 4Q: 3 clusters Score -4645233 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -4645490.500000 Penalty: 4968.717285
	Iteration 5Q: 3 clusters Score -4645490 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -4645761.000000 Penalty: 4968.717285
	Iteration 6Q: 3 clusters Score -4645761 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -4646167.000000 Penalty: 4968.717285
	Iteration 7Q: 3 clusters Score -4646167 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -4646744.000000 Penalty: 4968.717285
	Iteration 8Q: 3 clusters Score -4646744 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -4647474.500000 Penalty: 4968.717285
	Iteration 9F: 3 clusters Score -4647474 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -4648362.500000 Penalty: 4968.717285
	Iteration 10F: 3 clusters Score -4648362 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -4649260.500000 Penalty: 4968.717285
	Iteration 11F: 3 clusters Score -4649260 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4650056.500000 Penalty: 4968.717285
	Iteration 12F: 3 clusters Score -4650056 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4650689.000000 Penalty: 4968.717285
	Iteration 13Q: 3 clusters Score -4650689 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4651057.500000 Penalty: 4968.717285
	Iteration 14Q: 3 clusters Score -4651058 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4651335.000000 Penalty: 4968.717285
	Iteration 15Q: 3 clusters Score -4651335 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4651505.000000 Penalty: 4968.717285
	Iteration 16Q: 3 clusters Score -4651505 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4651586.000000 Penalty: 4968.717285
	Iteration 17Q: 3 clusters Score -4651586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4651658.000000 Penalty: 4968.717285
	Iteration 18Q: 3 clusters Score -4651658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4651695.500000 Penalty: 4968.717285
	Iteration 19Q: 3 clusters Score -4651696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4651717.500000 Penalty: 4968.717285
	Iteration 20F: 3 clusters Score -4651718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4651723.000000 Penalty: 4968.717285
	Iteration 21Q: 3 clusters Score -4651723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4651729.500000 Penalty: 4968.717285
	Iteration 22Q: 3 clusters Score -4651730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4651736.500000 Penalty: 4968.717285
	Iteration 23Q: 3 clusters Score -4651736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4651740.500000 Penalty: 4968.717285
	Iteration 24Q: 3 clusters Score -4651740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4651741.500000 Penalty: 4968.717285
	Iteration 25Q: 3 clusters Score -4651742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4651750.500000 Penalty: 4968.717285
	Iteration 26Q: 3 clusters Score -4651750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4651751.500000 Penalty: 4968.717285
	Iteration 27Q: 3 clusters Score -4651752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4651756.500000 Penalty: 4968.717285
	Iteration 28Q: 3 clusters Score -4651756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4651759.000000 Penalty: 4968.717285
	Iteration 29Q: 3 clusters Score -4651759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4651764.500000 Penalty: 4968.717285
	Iteration 30Q: 3 clusters Score -4651764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4651768.000000 Penalty: 4968.717285
	Iteration 31Q: 3 clusters Score -4651768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4651768.000000 Penalty: 4968.717285
	Iteration 32F: 3 clusters Score -4651768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (44809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Entering Unmasked Estep 
Score: -8487211.000000 Penalty: 2656.120605
	Iteration 0F: 2 clusters Score -8487211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -8456993.000000 Penalty: 5312.241211
	Iteration 0F: 3 clusters Score -8456993 nChanged 20665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -8468370.000000 Penalty: 5312.241211
	Iteration 1F: 3 clusters Score -8468370 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -8468966.000000 Penalty: 5312.241211
	Iteration 2Q: 3 clusters Score -8468966 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -8469426.000000 Penalty: 5312.241211
	Iteration 3Q: 3 clusters Score -8469426 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -8469883.000000 Penalty: 5312.241211
	Iteration 4Q: 3 clusters Score -8469883 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -8470316.000000 Penalty: 5312.241211
	Iteration 5Q: 3 clusters Score -8470316 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -8470791.000000 Penalty: 5312.241211
	Iteration 6Q: 3 clusters Score -8470791 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -8471306.000000 Penalty: 5312.241211
	Iteration 7Q: 3 clusters Score -8471306 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -8472066.000000 Penalty: 5312.241211
	Iteration 8Q: 3 clusters Score -8472066 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -8473239.000000 Penalty: 5312.241211
	Iteration 9Q: 3 clusters Score -8473239 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -8474878.000000 Penalty: 5312.241211
	Iteration 10F: 3 clusters Score -8474878 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -8477064.000000 Penalty: 5312.241211
	Iteration 11F: 3 clusters Score -8477064 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -8479348.000000 Penalty: 5312.241211
	Iteration 12F: 3 clusters Score -8479348 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -8481348.000000 Penalty: 5312.241211
	Iteration 13Q: 3 clusters Score -8481348 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -8482605.000000 Penalty: 5312.241211
	Iteration 14Q: 3 clusters Score -8482605 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -8483261.000000 Penalty: 5312.241211
	Iteration 15Q: 3 clusters Score -8483261 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -8483598.000000 Penalty: 5312.241211
	Iteration 16Q: 3 clusters Score -8483598 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -8483849.000000 Penalty: 5312.241211
	Iteration 17Q: 3 clusters Score -8483849 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -8483995.000000 Penalty: 5312.241211
	Iteration 18Q: 3 clusters Score -8483995 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -8484102.000000 Penalty: 5312.241211
	Iteration 19Q: 3 clusters Score -8484102 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -8484211.000000 Penalty: 5312.241211
	Iteration 20F: 3 clusters Score -8484211 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -8484277.000000 Penalty: 5312.241211
	Iteration 21Q: 3 clusters Score -8484277 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -8484353.000000 Penalty: 5312.241211
	Iteration 22Q: 3 clusters Score -8484353 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -8484411.000000 Penalty: 5312.241211
	Iteration 23Q: 3 clusters Score -8484411 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -8484463.000000 Penalty: 5312.241211
	Iteration 24Q: 3 clusters Score -8484463 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -8484486.000000 Penalty: 5312.241211
	Iteration 25Q: 3 clusters Score -8484486 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -8484539.000000 Penalty: 5312.241211
	Iteration 26Q: 3 clusters Score -8484539 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -8484591.000000 Penalty: 5312.241211
	Iteration 27Q: 3 clusters Score -8484591 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -8484627.000000 Penalty: 5312.241211
	Iteration 28Q: 3 clusters Score -8484627 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -8484662.000000 Penalty: 5312.241211
	Iteration 29Q: 3 clusters Score -8484662 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -8484680.000000 Penalty: 5312.241211
	Iteration 30Q: 3 clusters Score -8484680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -8484692.000000 Penalty: 5312.241211
	Iteration 31Q: 3 clusters Score -8484692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -8484700.000000 Penalty: 5312.241211
	Iteration 32Q: 3 clusters Score -8484700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -8484705.000000 Penalty: 5312.241211
	Iteration 33Q: 3 clusters Score -8484705 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -8484735.000000 Penalty: 5312.241211
	Iteration 34Q: 3 clusters Score -8484735 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -8484745.000000 Penalty: 5312.241211
	Iteration 35Q: 3 clusters Score -8484745 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -8484790.000000 Penalty: 5312.241211
	Iteration 36Q: 3 clusters Score -8484790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -8484806.000000 Penalty: 5312.241211
	Iteration 37Q: 3 clusters Score -8484806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -8484832.000000 Penalty: 5312.241211
	Iteration 38Q: 3 clusters Score -8484832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -8484829.000000 Penalty: 5312.241211
	Iteration 39Q: 3 clusters Score -8484829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -8484859.000000 Penalty: 5312.241211
	Iteration 40F: 3 clusters Score -8484859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -8484859.000000 Penalty: 5312.241211
	Iteration 41Q: 3 clusters Score -8484859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -8484865.000000 Penalty: 5312.241211
	Iteration 42Q: 3 clusters Score -8484865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8484858.000000 Penalty: 5312.241211
	Iteration 43Q: 3 clusters Score -8484858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -8484858.000000 Penalty: 5312.241211
	Iteration 44Q: 3 clusters Score -8484858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -8484858.000000 Penalty: 5312.241211
	Iteration 45Q: 3 clusters Score -8484858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -8484865.000000 Penalty: 5312.241211
	Iteration 46Q: 3 clusters Score -8484865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -8484863.000000 Penalty: 5312.241211
	Iteration 47Q: 3 clusters Score -8484863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -8484871.000000 Penalty: 5312.241211
	Iteration 48Q: 3 clusters Score -8484871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -8484871.000000 Penalty: 5312.241211
	Iteration 49Q: 3 clusters Score -8484871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -8484876.000000 Penalty: 5312.241211
	Iteration 50Q: 3 clusters Score -8484876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -8484877.000000 Penalty: 5312.241211
	Iteration 51Q: 3 clusters Score -8484877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -8484875.000000 Penalty: 5312.241211
	Iteration 52Q: 3 clusters Score -8484875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -8484879.000000 Penalty: 5312.241211
	Iteration 53Q: 3 clusters Score -8484879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -8484879.000000 Penalty: 5312.241211
	Iteration 54Q: 3 clusters Score -8484879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -8484883.000000 Penalty: 5312.241211
	Iteration 55Q: 3 clusters Score -8484883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -8484883.000000 Penalty: 5312.241211
	Iteration 56F: 3 clusters Score -8484883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -119192.890625 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -119192.9 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 400 members 
Entering Unmasked Estep 
Score: -117595.757812 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -117595.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -118115.031250 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -118115 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -118502.476562 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -118502.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -118763.359375 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -118763.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -119088.140625 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -119088.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -119337.421875 Penalty: 3274.210205
	Iteration 5F: 3 clusters Score -119337.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -119513.265625 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -119513.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -119560.726562 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -119560.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -119569.992188 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -119570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -119575.046875 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -119575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -119575.867188 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -119575.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -119575.867188 Penalty: 3274.210205
	Iteration 11F: 3 clusters Score -119575.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14985 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28273 members 
Mstep: Class 6 contains 27512 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14534 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6550 members 
Mstep: Class 14 contains 14186 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36858 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25614 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22417 members 
Mstep: Class 30 contains 44809 members 
Mstep: Class 31 contains 365 members 
Mstep: Class 32 contains 22478 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17165 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27206 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17059 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26903 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27420 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
Score: -84203600.000000 Penalty: 167425.093750
Splitting cluster 31 changes total score from -84204936.000000 to -84203600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (22478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Entering Unmasked Estep 
Score: -4402502.000000 Penalty: 2485.032471
	Iteration 0F: 2 clusters Score -4402502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -4387034.500000 Penalty: 4970.064941
	Iteration 0F: 3 clusters Score -4387034 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -4392489.500000 Penalty: 4970.064941
	Iteration 1F: 3 clusters Score -4392490 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -4392959.500000 Penalty: 4970.064941
	Iteration 2F: 3 clusters Score -4392960 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -4393459.000000 Penalty: 4970.064941
	Iteration 3Q: 3 clusters Score -4393459 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4393995.500000 Penalty: 4970.064941
	Iteration 4Q: 3 clusters Score -4393996 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4394498.500000 Penalty: 4970.064941
	Iteration 5Q: 3 clusters Score -4394498 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -4394969.000000 Penalty: 4970.064941
	Iteration 6Q: 3 clusters Score -4394969 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4395482.000000 Penalty: 4970.064941
	Iteration 7Q: 3 clusters Score -4395482 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -4396100.500000 Penalty: 4970.064941
	Iteration 8Q: 3 clusters Score -4396100 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4396791.000000 Penalty: 4970.064941
	Iteration 9Q: 3 clusters Score -4396791 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -4397658.500000 Penalty: 4970.064941
	Iteration 10F: 3 clusters Score -4397658 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -4398434.500000 Penalty: 4970.064941
	Iteration 11F: 3 clusters Score -4398434 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -4398956.000000 Penalty: 4970.064941
	Iteration 12Q: 3 clusters Score -4398956 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -4399287.500000 Penalty: 4970.064941
	Iteration 13Q: 3 clusters Score -4399288 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -4399498.500000 Penalty: 4970.064941
	Iteration 14Q: 3 clusters Score -4399498 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -4399680.000000 Penalty: 4970.064941
	Iteration 15Q: 3 clusters Score -4399680 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -4399846.500000 Penalty: 4970.064941
	Iteration 16Q: 3 clusters Score -4399846 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -4399980.500000 Penalty: 4970.064941
	Iteration 17Q: 3 clusters Score -4399980 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4400075.500000 Penalty: 4970.064941
	Iteration 18Q: 3 clusters Score -4400076 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4400156.000000 Penalty: 4970.064941
	Iteration 19Q: 3 clusters Score -4400156 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -4400244.000000 Penalty: 4970.064941
	Iteration 20F: 3 clusters Score -4400244 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4400335.500000 Penalty: 4970.064941
	Iteration 21Q: 3 clusters Score -4400336 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -4400400.500000 Penalty: 4970.064941
	Iteration 22Q: 3 clusters Score -4400400 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -4400459.500000 Penalty: 4970.064941
	Iteration 23Q: 3 clusters Score -4400460 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4400515.000000 Penalty: 4970.064941
	Iteration 24Q: 3 clusters Score -4400515 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4400586.500000 Penalty: 4970.064941
	Iteration 25Q: 3 clusters Score -4400586 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -4400636.500000 Penalty: 4970.064941
	Iteration 26Q: 3 clusters Score -4400636 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -4400667.500000 Penalty: 4970.064941
	Iteration 27Q: 3 clusters Score -4400668 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -4400723.000000 Penalty: 4970.064941
	Iteration 28Q: 3 clusters Score -4400723 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4400767.000000 Penalty: 4970.064941
	Iteration 29Q: 3 clusters Score -4400767 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -4400806.000000 Penalty: 4970.064941
	Iteration 30Q: 3 clusters Score -4400806 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -4400833.000000 Penalty: 4970.064941
	Iteration 31Q: 3 clusters Score -4400833 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -4400880.000000 Penalty: 4970.064941
	Iteration 32Q: 3 clusters Score -4400880 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -4400901.000000 Penalty: 4970.064941
	Iteration 33Q: 3 clusters Score -4400901 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -4400907.000000 Penalty: 4970.064941
	Iteration 34Q: 3 clusters Score -4400907 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -4400903.000000 Penalty: 4970.064941
	Iteration 35Q: 3 clusters Score -4400903 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -4400914.000000 Penalty: 4970.064941
	Iteration 36Q: 3 clusters Score -4400914 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4400940.500000 Penalty: 4970.064941
	Iteration 37Q: 3 clusters Score -4400940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -4400955.000000 Penalty: 4970.064941
	Iteration 38Q: 3 clusters Score -4400955 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4400976.000000 Penalty: 4970.064941
	Iteration 39Q: 3 clusters Score -4400976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -4400979.000000 Penalty: 4970.064941
	Iteration 40F: 3 clusters Score -4400979 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -4401000.000000 Penalty: 4970.064941
	Iteration 41Q: 3 clusters Score -4401000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4400992.000000 Penalty: 4970.064941
	Iteration 42Q: 3 clusters Score -4400992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -4400999.500000 Penalty: 4970.064941
	Iteration 43Q: 3 clusters Score -4401000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -4401010.500000 Penalty: 4970.064941
	Iteration 44Q: 3 clusters Score -4401010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4401004.000000 Penalty: 4970.064941
	Iteration 45Q: 3 clusters Score -4401004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4401004.500000 Penalty: 4970.064941
	Iteration 46Q: 3 clusters Score -4401004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -4401009.500000 Penalty: 4970.064941
	Iteration 47Q: 3 clusters Score -4401010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -4401005.500000 Penalty: 4970.064941
	Iteration 48Q: 3 clusters Score -4401006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -4401008.500000 Penalty: 4970.064941
	Iteration 49Q: 3 clusters Score -4401008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4401004.500000 Penalty: 4970.064941
	Iteration 50Q: 3 clusters Score -4401004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4401007.500000 Penalty: 4970.064941
	Iteration 51Q: 3 clusters Score -4401008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -4401022.000000 Penalty: 4970.064941
	Iteration 52Q: 3 clusters Score -4401022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4401018.500000 Penalty: 4970.064941
	Iteration 53Q: 3 clusters Score -4401018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -4401013.000000 Penalty: 4970.064941
	Iteration 54Q: 3 clusters Score -4401013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -4401007.500000 Penalty: 4970.064941
	Iteration 55Q: 3 clusters Score -4401008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -4401013.500000 Penalty: 4970.064941
	Iteration 56Q: 3 clusters Score -4401014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -4401008.000000 Penalty: 4970.064941
	Iteration 57Q: 3 clusters Score -4401008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -4400999.000000 Penalty: 4970.064941
	Iteration 58Q: 3 clusters Score -4400999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4401001.000000 Penalty: 4970.064941
	Iteration 59Q: 3 clusters Score -4401001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -4401003.500000 Penalty: 4970.064941
	Iteration 60F: 3 clusters Score -4401004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -4401003.000000 Penalty: 4970.064941
	Iteration 61Q: 3 clusters Score -4401003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -4401004.500000 Penalty: 4970.064941
	Iteration 62Q: 3 clusters Score -4401004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -4401006.000000 Penalty: 4970.064941
	Iteration 63Q: 3 clusters Score -4401006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -4401004.000000 Penalty: 4970.064941
	Iteration 64Q: 3 clusters Score -4401004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -4401003.000000 Penalty: 4970.064941
	Iteration 65Q: 3 clusters Score -4401003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -4401003.000000 Penalty: 4970.064941
	Iteration 66F: 3 clusters Score -4401003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -55320.167969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -55320.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54061.593750 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -54061.59 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -54297.421875 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -54297.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -54439.660156 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -54439.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -54643.175781 Penalty: 2991.219971
	Iteration 3F: 3 clusters Score -54643.18 nChanged 24
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: -54797.289062 Penalty: 2991.219971
	Iteration 4F: 3 clusters Score -54797.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -54972.187500 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -54972.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55148.218750 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -55148.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55317.546875 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -55317.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55434.816406 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -55434.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -55541.988281 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -55541.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55600.652344 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -55600.65 nChanged 4
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: -55615.800781 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -55615.8 nChanged 2
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: -55622.144531 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -55622.14 nChanged 0
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: -55631.660156 Penalty: 2991.219971
	Iteration 13F: 3 clusters Score -55631.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55726.257812 Penalty: 2991.219971
	Iteration 14Q: 3 clusters Score -55726.26 nChanged 6
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: -55780.875000 Penalty: 2991.219971
	Iteration 15Q: 3 clusters Score -55780.88 nChanged 2
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: -55808.082031 Penalty: 2991.219971
	Iteration 16Q: 3 clusters Score -55808.08 nChanged 1
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: -55811.347656 Penalty: 2991.219971
	Iteration 17Q: 3 clusters Score -55811.35 nChanged 3
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: -55825.960938 Penalty: 2991.219971
	Iteration 18Q: 3 clusters Score -55825.96 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: -55835.855469 Penalty: 2991.219971
	Iteration 19Q: 3 clusters Score -55835.86 nChanged 0
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: -55835.855469 Penalty: 2991.219971
	Iteration 20F: 3 clusters Score -55835.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 14985 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28273 members 
Mstep: Class 6 contains 27512 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14534 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6550 members 
Mstep: Class 14 contains 14186 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36858 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25614 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22417 members 
Mstep: Class 30 contains 44809 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22478 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17165 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27206 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17059 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26903 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27420 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
Score: -84203600.000000 Penalty: 167425.093750
Splitting cluster 33 changes total score from -84204936.000000 to -84203600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -91215.054688 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -91215.05 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 241 members 
Entering Unmasked Estep 
Score: -89716.046875 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -89716.05 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -89966.156250 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -89966.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90087.078125 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -90087.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90133.554688 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -90133.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -90172.226562 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -90172.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90188.781250 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -90188.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90221.132812 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -90221.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90245.992188 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -90245.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90254.515625 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -90254.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90260.664062 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -90260.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90267.671875 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -90267.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90279.398438 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -90279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90308.945312 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -90308.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90333.710938 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -90333.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90339.882812 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -90339.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90339.882812 Penalty: 3107.589355
	Iteration 15F: 3 clusters Score -90339.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Entering Unmasked Estep 
Score: -3695312.000000 Penalty: 2418.155518
	Iteration 0F: 2 clusters Score -3695312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -3684701.250000 Penalty: 4836.311035
	Iteration 0F: 3 clusters Score -3684701 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3688579.750000 Penalty: 4836.311035
	Iteration 1F: 3 clusters Score -3688580 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3688902.500000 Penalty: 4836.311035
	Iteration 2F: 3 clusters Score -3688902 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3689174.750000 Penalty: 4836.311035
	Iteration 3Q: 3 clusters Score -3689175 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -3689410.750000 Penalty: 4836.311035
	Iteration 4Q: 3 clusters Score -3689411 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3689626.750000 Penalty: 4836.311035
	Iteration 5Q: 3 clusters Score -3689627 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3689777.500000 Penalty: 4836.311035
	Iteration 6Q: 3 clusters Score -3689778 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3689974.250000 Penalty: 4836.311035
	Iteration 7F: 3 clusters Score -3689974 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3690424.000000 Penalty: 4836.311035
	Iteration 8Q: 3 clusters Score -3690424 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3690904.000000 Penalty: 4836.311035
	Iteration 9Q: 3 clusters Score -3690904 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3691409.500000 Penalty: 4836.311035
	Iteration 10Q: 3 clusters Score -3691410 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3691895.750000 Penalty: 4836.311035
	Iteration 11Q: 3 clusters Score -3691896 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3692310.000000 Penalty: 4836.311035
	Iteration 12Q: 3 clusters Score -3692310 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3692621.750000 Penalty: 4836.311035
	Iteration 13Q: 3 clusters Score -3692622 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3692839.250000 Penalty: 4836.311035
	Iteration 14Q: 3 clusters Score -3692839 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3692978.250000 Penalty: 4836.311035
	Iteration 15Q: 3 clusters Score -3692978 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3693059.250000 Penalty: 4836.311035
	Iteration 16Q: 3 clusters Score -3693059 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3693120.750000 Penalty: 4836.311035
	Iteration 17Q: 3 clusters Score -3693121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -3693139.000000 Penalty: 4836.311035
	Iteration 18Q: 3 clusters Score -3693139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3693161.000000 Penalty: 4836.311035
	Iteration 19Q: 3 clusters Score -3693161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -3693172.000000 Penalty: 4836.311035
	Iteration 20F: 3 clusters Score -3693172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -3693183.750000 Penalty: 4836.311035
	Iteration 21Q: 3 clusters Score -3693184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3693198.750000 Penalty: 4836.311035
	Iteration 22Q: 3 clusters Score -3693199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3693202.500000 Penalty: 4836.311035
	Iteration 23Q: 3 clusters Score -3693202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3693210.250000 Penalty: 4836.311035
	Iteration 24Q: 3 clusters Score -3693210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3693216.000000 Penalty: 4836.311035
	Iteration 25Q: 3 clusters Score -3693216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3693214.750000 Penalty: 4836.311035
	Iteration 26Q: 3 clusters Score -3693215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3693222.750000 Penalty: 4836.311035
	Iteration 27Q: 3 clusters Score -3693223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3693225.750000 Penalty: 4836.311035
	Iteration 28Q: 3 clusters Score -3693226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3693230.250000 Penalty: 4836.311035
	Iteration 29Q: 3 clusters Score -3693230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3693233.750000 Penalty: 4836.311035
	Iteration 30Q: 3 clusters Score -3693234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3693234.500000 Penalty: 4836.311035
	Iteration 31Q: 3 clusters Score -3693234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3693237.500000 Penalty: 4836.311035
	Iteration 32Q: 3 clusters Score -3693238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3693236.750000 Penalty: 4836.311035
	Iteration 33Q: 3 clusters Score -3693237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3693236.750000 Penalty: 4836.311035
	Iteration 34F: 3 clusters Score -3693237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -144202.031250 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -144202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -142424.156250 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -142424.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -142720.500000 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -142720.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -142844.578125 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -142844.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -142906.390625 Penalty: 3311.833496
	Iteration 3Q: 3 clusters Score -142906.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -142969.312500 Penalty: 3311.833496
	Iteration 4Q: 3 clusters Score -142969.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -143043.015625 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -143043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -143111.046875 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -143111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -143201.234375 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -143201.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -143427.921875 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -143427.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -143801.218750 Penalty: 3311.833496
	Iteration 9F: 3 clusters Score -143801.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -144086.296875 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -144086.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -144286.796875 Penalty: 3311.833496
	Iteration 11F: 3 clusters Score -144286.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -144409.765625 Penalty: 3311.833496
	Iteration 12Q: 3 clusters Score -144409.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -144542.218750 Penalty: 3311.833496
	Iteration 13Q: 3 clusters Score -144542.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -144708.828125 Penalty: 3311.833496
	Iteration 14Q: 3 clusters Score -144708.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -144959.062500 Penalty: 3311.833496
	Iteration 15Q: 3 clusters Score -144959.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -145111.125000 Penalty: 3311.833496
	Iteration 16Q: 3 clusters Score -145111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -145111.125000 Penalty: 3311.833496
	Iteration 17F: 3 clusters Score -145111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14985 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28273 members 
Mstep: Class 6 contains 27512 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14534 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6550 members 
Mstep: Class 14 contains 14186 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36858 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25614 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22417 members 
Mstep: Class 30 contains 44809 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22478 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17165 members 
Mstep: Class 36 contains 538 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27206 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17059 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26903 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27420 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
Score: -84204088.000000 Penalty: 167425.093750
Splitting cluster 36 changes total score from -84204936.000000 to -84204088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -113066.898438 Penalty: 1629.578979
	Iteration 0F: 2 clusters Score -113066.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -111417.023438 Penalty: 3259.157959
	Iteration 0F: 3 clusters Score -111417 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -111754.210938 Penalty: 3259.157959
	Iteration 1F: 3 clusters Score -111754.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -111977.500000 Penalty: 3259.157959
	Iteration 2F: 3 clusters Score -111977.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -112159.914062 Penalty: 3259.157959
	Iteration 3F: 3 clusters Score -112159.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -112220.484375 Penalty: 3259.157959
	Iteration 4Q: 3 clusters Score -112220.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -112279.742188 Penalty: 3259.157959
	Iteration 5Q: 3 clusters Score -112279.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -112298.460938 Penalty: 3259.157959
	Iteration 6Q: 3 clusters Score -112298.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -112318.570312 Penalty: 3259.157959
	Iteration 7Q: 3 clusters Score -112318.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -112331.101562 Penalty: 3259.157959
	Iteration 8Q: 3 clusters Score -112331.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -112331.101562 Penalty: 3259.157959
	Iteration 9F: 3 clusters Score -112331.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Entering Unmasked Estep 
Score: -5343216.000000 Penalty: 2532.375977
	Iteration 0F: 2 clusters Score -5343216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -5326597.000000 Penalty: 5064.751953
	Iteration 0F: 3 clusters Score -5326597 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -5333172.000000 Penalty: 5064.751953
	Iteration 1F: 3 clusters Score -5333172 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -5333537.500000 Penalty: 5064.751953
	Iteration 2Q: 3 clusters Score -5333538 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -5333881.000000 Penalty: 5064.751953
	Iteration 3Q: 3 clusters Score -5333881 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -5334221.000000 Penalty: 5064.751953
	Iteration 4Q: 3 clusters Score -5334221 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -5334610.500000 Penalty: 5064.751953
	Iteration 5Q: 3 clusters Score -5334610 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -5335026.000000 Penalty: 5064.751953
	Iteration 6Q: 3 clusters Score -5335026 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -5335563.000000 Penalty: 5064.751953
	Iteration 7Q: 3 clusters Score -5335563 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -5336173.000000 Penalty: 5064.751953
	Iteration 8Q: 3 clusters Score -5336173 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -5337078.500000 Penalty: 5064.751953
	Iteration 9F: 3 clusters Score -5337078 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -5338178.000000 Penalty: 5064.751953
	Iteration 10F: 3 clusters Score -5338178 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -5339358.500000 Penalty: 5064.751953
	Iteration 11F: 3 clusters Score -5339358 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -5340316.500000 Penalty: 5064.751953
	Iteration 12Q: 3 clusters Score -5340316 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -5340810.000000 Penalty: 5064.751953
	Iteration 13Q: 3 clusters Score -5340810 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -5341048.000000 Penalty: 5064.751953
	Iteration 14Q: 3 clusters Score -5341048 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -5341155.000000 Penalty: 5064.751953
	Iteration 15Q: 3 clusters Score -5341155 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -5341212.500000 Penalty: 5064.751953
	Iteration 16Q: 3 clusters Score -5341212 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -5341147.500000 Penalty: 5064.751953
	Iteration 17Q: 3 clusters Score -5341148 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -5341121.000000 Penalty: 5064.751953
	Iteration 18Q: 3 clusters Score -5341121 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5340976.500000 Penalty: 5064.751953
	Iteration 19Q: 3 clusters Score -5340976 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5340885.000000 Penalty: 5064.751953
	Iteration 20F: 3 clusters Score -5340885 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5340805.500000 Penalty: 5064.751953
	Iteration 21Q: 3 clusters Score -5340806 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5340786.000000 Penalty: 5064.751953
	Iteration 22Q: 3 clusters Score -5340786 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5340836.000000 Penalty: 5064.751953
	Iteration 23Q: 3 clusters Score -5340836 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5340901.500000 Penalty: 5064.751953
	Iteration 24Q: 3 clusters Score -5340902 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5340965.000000 Penalty: 5064.751953
	Iteration 25Q: 3 clusters Score -5340965 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5341011.500000 Penalty: 5064.751953
	Iteration 26Q: 3 clusters Score -5341012 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5341045.000000 Penalty: 5064.751953
	Iteration 27Q: 3 clusters Score -5341045 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5341096.500000 Penalty: 5064.751953
	Iteration 28Q: 3 clusters Score -5341096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5341131.500000 Penalty: 5064.751953
	Iteration 29Q: 3 clusters Score -5341132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5341140.000000 Penalty: 5064.751953
	Iteration 30Q: 3 clusters Score -5341140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5341148.000000 Penalty: 5064.751953
	Iteration 31Q: 3 clusters Score -5341148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5341155.500000 Penalty: 5064.751953
	Iteration 32Q: 3 clusters Score -5341156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5341158.000000 Penalty: 5064.751953
	Iteration 33Q: 3 clusters Score -5341158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5341164.500000 Penalty: 5064.751953
	Iteration 34Q: 3 clusters Score -5341164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5341169.000000 Penalty: 5064.751953
	Iteration 35Q: 3 clusters Score -5341169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5341174.000000 Penalty: 5064.751953
	Iteration 36Q: 3 clusters Score -5341174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5341175.500000 Penalty: 5064.751953
	Iteration 37Q: 3 clusters Score -5341176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5341175.500000 Penalty: 5064.751953
	Iteration 38Q: 3 clusters Score -5341176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5341175.500000 Penalty: 5064.751953
	Iteration 39F: 3 clusters Score -5341176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -92297.078125 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -92297.08 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 295 members 
Entering Unmasked Estep 
Score: -90819.968750 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -90819.97 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -91102.906250 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -91102.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -91219.328125 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -91219.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -91281.015625 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -91281.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -91331.421875 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -91331.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -91357.156250 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -91357.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -91374.046875 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -91374.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -91392.117188 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -91392.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -91396.875000 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -91396.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -91400.210938 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -91400.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -91400.210938 Penalty: 3152.629395
	Iteration 10F: 3 clusters Score -91400.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Entering Unmasked Estep 
Score: -3670070.250000 Penalty: 2416.619385
	Iteration 0F: 2 clusters Score -3670070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3659113.750000 Penalty: 4833.238770
	Iteration 0F: 3 clusters Score -3659114 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3663017.000000 Penalty: 4833.238770
	Iteration 1F: 3 clusters Score -3663017 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3663349.500000 Penalty: 4833.238770
	Iteration 2F: 3 clusters Score -3663350 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3663679.250000 Penalty: 4833.238770
	Iteration 3F: 3 clusters Score -3663679 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3663964.250000 Penalty: 4833.238770
	Iteration 4Q: 3 clusters Score -3663964 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3664232.750000 Penalty: 4833.238770
	Iteration 5Q: 3 clusters Score -3664233 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -3664456.750000 Penalty: 4833.238770
	Iteration 6Q: 3 clusters Score -3664457 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3664716.500000 Penalty: 4833.238770
	Iteration 7Q: 3 clusters Score -3664716 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3665148.250000 Penalty: 4833.238770
	Iteration 8Q: 3 clusters Score -3665148 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3665573.250000 Penalty: 4833.238770
	Iteration 9Q: 3 clusters Score -3665573 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3666004.000000 Penalty: 4833.238770
	Iteration 10Q: 3 clusters Score -3666004 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3666418.500000 Penalty: 4833.238770
	Iteration 11Q: 3 clusters Score -3666418 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3666810.500000 Penalty: 4833.238770
	Iteration 12Q: 3 clusters Score -3666810 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3667203.750000 Penalty: 4833.238770
	Iteration 13Q: 3 clusters Score -3667204 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3667480.750000 Penalty: 4833.238770
	Iteration 14Q: 3 clusters Score -3667481 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3667688.750000 Penalty: 4833.238770
	Iteration 15Q: 3 clusters Score -3667689 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3667815.750000 Penalty: 4833.238770
	Iteration 16Q: 3 clusters Score -3667816 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3667912.750000 Penalty: 4833.238770
	Iteration 17Q: 3 clusters Score -3667913 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3667963.250000 Penalty: 4833.238770
	Iteration 18Q: 3 clusters Score -3667963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3667980.750000 Penalty: 4833.238770
	Iteration 19Q: 3 clusters Score -3667981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3668002.250000 Penalty: 4833.238770
	Iteration 20F: 3 clusters Score -3668002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3668006.000000 Penalty: 4833.238770
	Iteration 21Q: 3 clusters Score -3668006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3668004.250000 Penalty: 4833.238770
	Iteration 22Q: 3 clusters Score -3668004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3668011.000000 Penalty: 4833.238770
	Iteration 23Q: 3 clusters Score -3668011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3668013.250000 Penalty: 4833.238770
	Iteration 24Q: 3 clusters Score -3668013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -3668026.250000 Penalty: 4833.238770
	Iteration 25Q: 3 clusters Score -3668026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3668028.000000 Penalty: 4833.238770
	Iteration 26Q: 3 clusters Score -3668028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -3668031.750000 Penalty: 4833.238770
	Iteration 27Q: 3 clusters Score -3668032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3668033.750000 Penalty: 4833.238770
	Iteration 28Q: 3 clusters Score -3668034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3668044.500000 Penalty: 4833.238770
	Iteration 29Q: 3 clusters Score -3668044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3668057.000000 Penalty: 4833.238770
	Iteration 30Q: 3 clusters Score -3668057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3668063.750000 Penalty: 4833.238770
	Iteration 31Q: 3 clusters Score -3668064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3668072.500000 Penalty: 4833.238770
	Iteration 32Q: 3 clusters Score -3668072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3668068.000000 Penalty: 4833.238770
	Iteration 33Q: 3 clusters Score -3668068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3668077.750000 Penalty: 4833.238770
	Iteration 34Q: 3 clusters Score -3668078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3668088.750000 Penalty: 4833.238770
	Iteration 35Q: 3 clusters Score -3668089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3668087.750000 Penalty: 4833.238770
	Iteration 36Q: 3 clusters Score -3668088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3668090.000000 Penalty: 4833.238770
	Iteration 37Q: 3 clusters Score -3668090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3668094.000000 Penalty: 4833.238770
	Iteration 38Q: 3 clusters Score -3668094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3668103.000000 Penalty: 4833.238770
	Iteration 39Q: 3 clusters Score -3668103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3668101.750000 Penalty: 4833.238770
	Iteration 40F: 3 clusters Score -3668102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3668101.250000 Penalty: 4833.238770
	Iteration 41Q: 3 clusters Score -3668101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3668101.250000 Penalty: 4833.238770
	Iteration 42F: 3 clusters Score -3668101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -262238.625000 Penalty: 1797.629028
	Iteration 0F: 2 clusters Score -262238.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -260045.234375 Penalty: 3595.258057
	Iteration 0F: 3 clusters Score -260045.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -260470.875000 Penalty: 3595.258057
	Iteration 1F: 3 clusters Score -260470.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -260613.031250 Penalty: 3595.258057
	Iteration 2F: 3 clusters Score -260613 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -260703.125000 Penalty: 3595.258057
	Iteration 3Q: 3 clusters Score -260703.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -260780.734375 Penalty: 3595.258057
	Iteration 4Q: 3 clusters Score -260780.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -260849.437500 Penalty: 3595.258057
	Iteration 5Q: 3 clusters Score -260849.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -260936.078125 Penalty: 3595.258057
	Iteration 6Q: 3 clusters Score -260936.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -261031.312500 Penalty: 3595.258057
	Iteration 7Q: 3 clusters Score -261031.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -261129.640625 Penalty: 3595.258057
	Iteration 8Q: 3 clusters Score -261129.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -261240.484375 Penalty: 3595.258057
	Iteration 9Q: 3 clusters Score -261240.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -261327.765625 Penalty: 3595.258057
	Iteration 10Q: 3 clusters Score -261327.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -261405.640625 Penalty: 3595.258057
	Iteration 11Q: 3 clusters Score -261405.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -261453.890625 Penalty: 3595.258057
	Iteration 12Q: 3 clusters Score -261453.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -261512.671875 Penalty: 3595.258057
	Iteration 13Q: 3 clusters Score -261512.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -261573.718750 Penalty: 3595.258057
	Iteration 14Q: 3 clusters Score -261573.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -261603.671875 Penalty: 3595.258057
	Iteration 15Q: 3 clusters Score -261603.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -261627.656250 Penalty: 3595.258057
	Iteration 16Q: 3 clusters Score -261627.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -261649.093750 Penalty: 3595.258057
	Iteration 17Q: 3 clusters Score -261649.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -261667.015625 Penalty: 3595.258057
	Iteration 18Q: 3 clusters Score -261667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -261677.218750 Penalty: 3595.258057
	Iteration 19Q: 3 clusters Score -261677.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -261691.312500 Penalty: 3595.258057
	Iteration 20F: 3 clusters Score -261691.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -261708.875000 Penalty: 3595.258057
	Iteration 21Q: 3 clusters Score -261708.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -261718.562500 Penalty: 3595.258057
	Iteration 22Q: 3 clusters Score -261718.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -261724.328125 Penalty: 3595.258057
	Iteration 23Q: 3 clusters Score -261724.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -261735.890625 Penalty: 3595.258057
	Iteration 24Q: 3 clusters Score -261735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -261738.843750 Penalty: 3595.258057
	Iteration 25Q: 3 clusters Score -261738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -261739.609375 Penalty: 3595.258057
	Iteration 26Q: 3 clusters Score -261739.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -261739.609375 Penalty: 3595.258057
	Iteration 27F: 3 clusters Score -261739.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -36288.687500 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -36288.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35148.617188 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -35148.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35341.808594 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -35341.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35402.753906 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -35402.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35433.468750 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -35433.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35444.781250 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -35444.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35454.214844 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -35454.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35503.441406 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -35503.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35539.265625 Penalty: 2824.091309
	Iteration 7Q: 3 clusters Score -35539.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35578.507812 Penalty: 2824.091309
	Iteration 8Q: 3 clusters Score -35578.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35619.273438 Penalty: 2824.091309
	Iteration 9Q: 3 clusters Score -35619.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35622.359375 Penalty: 2824.091309
	Iteration 10Q: 3 clusters Score -35622.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35622.359375 Penalty: 2824.091309
	Iteration 11F: 3 clusters Score -35622.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -413073.937500 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -413073.9 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 1178 members 
Entering Unmasked Estep 
Score: -410304.500000 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -410304.5 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -411016.562500 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -411016.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -411302.343750 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -411302.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -411531.781250 Penalty: 3846.435547
	Iteration 3F: 3 clusters Score -411531.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -411733.687500 Penalty: 3846.435547
	Iteration 4Q: 3 clusters Score -411733.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -411934.250000 Penalty: 3846.435547
	Iteration 5F: 3 clusters Score -411934.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -412171.937500 Penalty: 3846.435547
	Iteration 6Q: 3 clusters Score -412171.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -412409.187500 Penalty: 3846.435547
	Iteration 7F: 3 clusters Score -412409.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -412614.406250 Penalty: 3846.435547
	Iteration 8F: 3 clusters Score -412614.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -412747.312500 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -412747.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -412878.500000 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -412878.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -412967.312500 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -412967.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -413009.906250 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -413009.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -413031.750000 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -413031.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -413056.281250 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -413056.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -413086.281250 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -413086.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -413111.218750 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -413111.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -413125.312500 Penalty: 3846.435547
	Iteration 17Q: 3 clusters Score -413125.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -413135.468750 Penalty: 3846.435547
	Iteration 18Q: 3 clusters Score -413135.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -413149.000000 Penalty: 3846.435547
	Iteration 19Q: 3 clusters Score -413149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -413158.281250 Penalty: 3846.435547
	Iteration 20F: 3 clusters Score -413158.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -413168.187500 Penalty: 3846.435547
	Iteration 21Q: 3 clusters Score -413168.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -413176.781250 Penalty: 3846.435547
	Iteration 22Q: 3 clusters Score -413176.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -413183.968750 Penalty: 3846.435547
	Iteration 23Q: 3 clusters Score -413184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -413191.156250 Penalty: 3846.435547
	Iteration 24Q: 3 clusters Score -413191.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -413196.093750 Penalty: 3846.435547
	Iteration 25Q: 3 clusters Score -413196.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -413197.500000 Penalty: 3846.435547
	Iteration 26Q: 3 clusters Score -413197.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -413198.406250 Penalty: 3846.435547
	Iteration 27Q: 3 clusters Score -413198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -413199.093750 Penalty: 3846.435547
	Iteration 28Q: 3 clusters Score -413199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -413200.843750 Penalty: 3846.435547
	Iteration 29Q: 3 clusters Score -413200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -413202.875000 Penalty: 3846.435547
	Iteration 30Q: 3 clusters Score -413202.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -413203.687500 Penalty: 3846.435547
	Iteration 31Q: 3 clusters Score -413203.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -413204.593750 Penalty: 3846.435547
	Iteration 32Q: 3 clusters Score -413204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -413204.625000 Penalty: 3846.435547
	Iteration 33Q: 3 clusters Score -413204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -413204.531250 Penalty: 3846.435547
	Iteration 34Q: 3 clusters Score -413204.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -413205.250000 Penalty: 3846.435547
	Iteration 35Q: 3 clusters Score -413205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -413205.250000 Penalty: 3846.435547
	Iteration 36F: 3 clusters Score -413205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14985 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28273 members 
Mstep: Class 6 contains 27512 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14534 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6550 members 
Mstep: Class 14 contains 14186 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36858 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25614 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22417 members 
Mstep: Class 30 contains 44809 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22478 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17165 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27206 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17059 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 26903 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27420 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
Score: -84203648.000000 Penalty: 167425.093750
Splitting cluster 43 changes total score from -84204936.000000 to -84203648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (26903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Entering Unmasked Estep 
Score: -5280740.000000 Penalty: 2529.598389
	Iteration 0F: 2 clusters Score -5280740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -5264060.000000 Penalty: 5059.196777
	Iteration 0F: 3 clusters Score -5264060 nChanged 12025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -5270497.500000 Penalty: 5059.196777
	Iteration 1F: 3 clusters Score -5270498 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -5271116.500000 Penalty: 5059.196777
	Iteration 2F: 3 clusters Score -5271116 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -5271865.000000 Penalty: 5059.196777
	Iteration 3F: 3 clusters Score -5271865 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -5272799.000000 Penalty: 5059.196777
	Iteration 4F: 3 clusters Score -5272799 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -5273851.500000 Penalty: 5059.196777
	Iteration 5F: 3 clusters Score -5273852 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -5275049.000000 Penalty: 5059.196777
	Iteration 6F: 3 clusters Score -5275049 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -5276326.500000 Penalty: 5059.196777
	Iteration 7F: 3 clusters Score -5276326 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -5277416.000000 Penalty: 5059.196777
	Iteration 8F: 3 clusters Score -5277416 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -5278183.000000 Penalty: 5059.196777
	Iteration 9Q: 3 clusters Score -5278183 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -5278663.000000 Penalty: 5059.196777
	Iteration 10Q: 3 clusters Score -5278663 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -5278893.000000 Penalty: 5059.196777
	Iteration 11Q: 3 clusters Score -5278893 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -5279077.500000 Penalty: 5059.196777
	Iteration 12Q: 3 clusters Score -5279078 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -5279161.500000 Penalty: 5059.196777
	Iteration 13Q: 3 clusters Score -5279162 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -5279185.000000 Penalty: 5059.196777
	Iteration 14Q: 3 clusters Score -5279185 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -5279222.500000 Penalty: 5059.196777
	Iteration 15Q: 3 clusters Score -5279222 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -5279215.500000 Penalty: 5059.196777
	Iteration 16Q: 3 clusters Score -5279216 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -5279186.500000 Penalty: 5059.196777
	Iteration 17Q: 3 clusters Score -5279186 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -5279151.000000 Penalty: 5059.196777
	Iteration 18Q: 3 clusters Score -5279151 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -5279109.500000 Penalty: 5059.196777
	Iteration 19Q: 3 clusters Score -5279110 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -5279082.500000 Penalty: 5059.196777
	Iteration 20F: 3 clusters Score -5279082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -5279042.000000 Penalty: 5059.196777
	Iteration 21Q: 3 clusters Score -5279042 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -5279034.000000 Penalty: 5059.196777
	Iteration 22Q: 3 clusters Score -5279034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -5279013.000000 Penalty: 5059.196777
	Iteration 23Q: 3 clusters Score -5279013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -5279008.000000 Penalty: 5059.196777
	Iteration 24Q: 3 clusters Score -5279008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -5278986.000000 Penalty: 5059.196777
	Iteration 25Q: 3 clusters Score -5278986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -5278990.000000 Penalty: 5059.196777
	Iteration 26Q: 3 clusters Score -5278990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -5278984.000000 Penalty: 5059.196777
	Iteration 27Q: 3 clusters Score -5278984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -5278980.500000 Penalty: 5059.196777
	Iteration 28Q: 3 clusters Score -5278980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -5278974.000000 Penalty: 5059.196777
	Iteration 29Q: 3 clusters Score -5278974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -5278985.000000 Penalty: 5059.196777
	Iteration 30Q: 3 clusters Score -5278985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -5278981.000000 Penalty: 5059.196777
	Iteration 31Q: 3 clusters Score -5278981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -5278977.500000 Penalty: 5059.196777
	Iteration 32Q: 3 clusters Score -5278978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -5278972.000000 Penalty: 5059.196777
	Iteration 33Q: 3 clusters Score -5278972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -5278962.500000 Penalty: 5059.196777
	Iteration 34Q: 3 clusters Score -5278962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -5278960.000000 Penalty: 5059.196777
	Iteration 35Q: 3 clusters Score -5278960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -5278960.000000 Penalty: 5059.196777
	Iteration 36Q: 3 clusters Score -5278960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -5278958.500000 Penalty: 5059.196777
	Iteration 37Q: 3 clusters Score -5278958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -5278961.000000 Penalty: 5059.196777
	Iteration 38Q: 3 clusters Score -5278961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -5278961.000000 Penalty: 5059.196777
	Iteration 39F: 3 clusters Score -5278961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -88004.875000 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -88004.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86473.257812 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -86473.26 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -86697.429688 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -86697.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -86738.578125 Penalty: 3123.366211
	Iteration 2Q: 3 clusters Score -86738.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86763.460938 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -86763.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86776.976562 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -86776.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86781.421875 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -86781.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -86793.242188 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -86793.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -86821.976562 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -86821.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86826.015625 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -86826.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86831.554688 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -86831.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86840.304688 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -86840.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86860.593750 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -86860.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86881.484375 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -86881.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86889.078125 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -86889.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86898.609375 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -86898.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86910.695312 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -86910.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -86912.632812 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -86912.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86914.257812 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -86914.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86914.257812 Penalty: 3123.366211
	Iteration 18F: 3 clusters Score -86914.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -309085.625000 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -309085.6 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 832 members 
Entering Unmasked Estep 
Score: -306742.093750 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -306742.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -307209.718750 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -307209.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -307367.937500 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -307367.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -307460.187500 Penalty: 3692.637207
	Iteration 3Q: 3 clusters Score -307460.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -307527.812500 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -307527.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -307590.093750 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -307590.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -307643.562500 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -307643.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -307710.906250 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -307710.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -307774.500000 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -307774.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -307825.937500 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -307825.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -307886.187500 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -307886.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -307933.625000 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -307933.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -307964.531250 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -307964.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -307984.468750 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -307984.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -308008.406250 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -308008.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -308026.343750 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -308026.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -308035.562500 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -308035.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -308046.750000 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -308046.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -308059.781250 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -308059.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -308068.968750 Penalty: 3692.637207
	Iteration 19Q: 3 clusters Score -308069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -308073.437500 Penalty: 3692.637207
	Iteration 20F: 3 clusters Score -308073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -308076.750000 Penalty: 3692.637207
	Iteration 21Q: 3 clusters Score -308076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -308078.250000 Penalty: 3692.637207
	Iteration 22Q: 3 clusters Score -308078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -308080.000000 Penalty: 3692.637207
	Iteration 23Q: 3 clusters Score -308080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -308080.281250 Penalty: 3692.637207
	Iteration 24Q: 3 clusters Score -308080.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -308080.281250 Penalty: 3692.637207
	Iteration 25F: 3 clusters Score -308080.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -53372.750000 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -53372.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52052.847656 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -52052.85 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52265.289062 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -52265.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52317.488281 Penalty: 2934.436279
	Iteration 2Q: 3 clusters Score -52317.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52368.187500 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -52368.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52395.292969 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -52395.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52415.062500 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -52415.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52429.324219 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -52429.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52433.777344 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -52433.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52433.777344 Penalty: 2934.436279
	Iteration 8F: 3 clusters Score -52433.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Entering Unmasked Estep 
Score: -1627316.750000 Penalty: 2249.484863
	Iteration 0F: 2 clusters Score -1627317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1620579.250000 Penalty: 4498.969727
	Iteration 0F: 3 clusters Score -1620579 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1622439.625000 Penalty: 4498.969727
	Iteration 1F: 3 clusters Score -1622440 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1622760.625000 Penalty: 4498.969727
	Iteration 2F: 3 clusters Score -1622761 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1622993.000000 Penalty: 4498.969727
	Iteration 3F: 3 clusters Score -1622993 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1623222.875000 Penalty: 4498.969727
	Iteration 4Q: 3 clusters Score -1623223 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1623435.375000 Penalty: 4498.969727
	Iteration 5Q: 3 clusters Score -1623435 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1623641.250000 Penalty: 4498.969727
	Iteration 6Q: 3 clusters Score -1623641 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1623826.625000 Penalty: 4498.969727
	Iteration 7Q: 3 clusters Score -1623827 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1623978.750000 Penalty: 4498.969727
	Iteration 8Q: 3 clusters Score -1623979 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1624093.625000 Penalty: 4498.969727
	Iteration 9Q: 3 clusters Score -1624094 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1624185.500000 Penalty: 4498.969727
	Iteration 10Q: 3 clusters Score -1624186 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1624276.125000 Penalty: 4498.969727
	Iteration 11Q: 3 clusters Score -1624276 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1624340.750000 Penalty: 4498.969727
	Iteration 12Q: 3 clusters Score -1624341 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1624401.625000 Penalty: 4498.969727
	Iteration 13Q: 3 clusters Score -1624402 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1624466.750000 Penalty: 4498.969727
	Iteration 14Q: 3 clusters Score -1624467 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1624532.625000 Penalty: 4498.969727
	Iteration 15Q: 3 clusters Score -1624533 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1624610.625000 Penalty: 4498.969727
	Iteration 16Q: 3 clusters Score -1624611 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1624681.375000 Penalty: 4498.969727
	Iteration 17Q: 3 clusters Score -1624681 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1624751.500000 Penalty: 4498.969727
	Iteration 18Q: 3 clusters Score -1624752 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1624811.875000 Penalty: 4498.969727
	Iteration 19Q: 3 clusters Score -1624812 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1624870.500000 Penalty: 4498.969727
	Iteration 20F: 3 clusters Score -1624870 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1624924.250000 Penalty: 4498.969727
	Iteration 21Q: 3 clusters Score -1624924 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1624974.750000 Penalty: 4498.969727
	Iteration 22Q: 3 clusters Score -1624975 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1625030.500000 Penalty: 4498.969727
	Iteration 23Q: 3 clusters Score -1625030 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1625086.625000 Penalty: 4498.969727
	Iteration 24Q: 3 clusters Score -1625087 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1625127.625000 Penalty: 4498.969727
	Iteration 25Q: 3 clusters Score -1625128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1625157.875000 Penalty: 4498.969727
	Iteration 26Q: 3 clusters Score -1625158 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1625184.750000 Penalty: 4498.969727
	Iteration 27Q: 3 clusters Score -1625185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1625215.375000 Penalty: 4498.969727
	Iteration 28Q: 3 clusters Score -1625215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1625251.125000 Penalty: 4498.969727
	Iteration 29Q: 3 clusters Score -1625251 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1625281.375000 Penalty: 4498.969727
	Iteration 30Q: 3 clusters Score -1625281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1625309.875000 Penalty: 4498.969727
	Iteration 31Q: 3 clusters Score -1625310 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1625339.750000 Penalty: 4498.969727
	Iteration 32Q: 3 clusters Score -1625340 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1625373.625000 Penalty: 4498.969727
	Iteration 33Q: 3 clusters Score -1625374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1625385.500000 Penalty: 4498.969727
	Iteration 34Q: 3 clusters Score -1625386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1625402.875000 Penalty: 4498.969727
	Iteration 35Q: 3 clusters Score -1625403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1625415.375000 Penalty: 4498.969727
	Iteration 36Q: 3 clusters Score -1625415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1625422.375000 Penalty: 4498.969727
	Iteration 37Q: 3 clusters Score -1625422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1625439.875000 Penalty: 4498.969727
	Iteration 38Q: 3 clusters Score -1625440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1625448.750000 Penalty: 4498.969727
	Iteration 39Q: 3 clusters Score -1625449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1625460.500000 Penalty: 4498.969727
	Iteration 40F: 3 clusters Score -1625460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1625474.500000 Penalty: 4498.969727
	Iteration 41Q: 3 clusters Score -1625474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1625488.500000 Penalty: 4498.969727
	Iteration 42Q: 3 clusters Score -1625488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1625499.500000 Penalty: 4498.969727
	Iteration 43Q: 3 clusters Score -1625500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1625507.500000 Penalty: 4498.969727
	Iteration 44Q: 3 clusters Score -1625508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1625510.875000 Penalty: 4498.969727
	Iteration 45Q: 3 clusters Score -1625511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1625510.375000 Penalty: 4498.969727
	Iteration 46Q: 3 clusters Score -1625510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1625512.375000 Penalty: 4498.969727
	Iteration 47Q: 3 clusters Score -1625512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1625513.000000 Penalty: 4498.969727
	Iteration 48Q: 3 clusters Score -1625513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1625519.875000 Penalty: 4498.969727
	Iteration 49Q: 3 clusters Score -1625520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1625523.500000 Penalty: 4498.969727
	Iteration 50Q: 3 clusters Score -1625524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1625526.625000 Penalty: 4498.969727
	Iteration 51Q: 3 clusters Score -1625527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1625525.250000 Penalty: 4498.969727
	Iteration 52Q: 3 clusters Score -1625525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1625525.875000 Penalty: 4498.969727
	Iteration 53Q: 3 clusters Score -1625526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1625531.125000 Penalty: 4498.969727
	Iteration 54Q: 3 clusters Score -1625531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1625539.500000 Penalty: 4498.969727
	Iteration 55Q: 3 clusters Score -1625540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1625541.750000 Penalty: 4498.969727
	Iteration 56Q: 3 clusters Score -1625542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1625547.625000 Penalty: 4498.969727
	Iteration 57Q: 3 clusters Score -1625548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1625544.625000 Penalty: 4498.969727
	Iteration 58Q: 3 clusters Score -1625545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1625545.250000 Penalty: 4498.969727
	Iteration 59Q: 3 clusters Score -1625545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1625545.375000 Penalty: 4498.969727
	Iteration 60F: 3 clusters Score -1625545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -25967.187500 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -25967.19 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 159 members 
Entering Unmasked Estep 
Score: -25030.281250 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -25030.28 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25378.427734 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -25378.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25552.197266 Penalty: 2798.385986
	Iteration 2F: 3 clusters Score -25552.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25665.843750 Penalty: 2798.385986
	Iteration 3F: 3 clusters Score -25665.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25824.914062 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -25824.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -25844.242188 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -25844.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25849.369141 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -25849.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25849.378906 Penalty: 2798.385986
	Iteration 7F: 3 clusters Score -25849.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -25853.033203 Penalty: 2798.385986
	Iteration 8Q: 3 clusters Score -25853.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -25853.033203 Penalty: 2798.385986
	Iteration 9F: 3 clusters Score -25853.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -73565.171875 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -73565.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72148.492188 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -72148.49 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -72564.156250 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -72564.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -72848.609375 Penalty: 3071.411621
	Iteration 2F: 3 clusters Score -72848.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -73002.078125 Penalty: 3071.411621
	Iteration 3F: 3 clusters Score -73002.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -73091.109375 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -73091.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -73178.765625 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -73178.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -73211.101562 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -73211.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -73241.929688 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -73241.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -73254.367188 Penalty: 3071.411621
	Iteration 8Q: 3 clusters Score -73254.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -73258.671875 Penalty: 3071.411621
	Iteration 9Q: 3 clusters Score -73258.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -73258.671875 Penalty: 3071.411621
	Iteration 10F: 3 clusters Score -73258.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (27420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Entering Unmasked Estep 
Score: -5383317.000000 Penalty: 2534.318848
	Iteration 0F: 2 clusters Score -5383317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -5366682.000000 Penalty: 5068.637695
	Iteration 0F: 3 clusters Score -5366682 nChanged 12354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -5373445.000000 Penalty: 5068.637695
	Iteration 1F: 3 clusters Score -5373445 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -5373919.000000 Penalty: 5068.637695
	Iteration 2F: 3 clusters Score -5373919 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -5374323.000000 Penalty: 5068.637695
	Iteration 3Q: 3 clusters Score -5374323 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -5374767.500000 Penalty: 5068.637695
	Iteration 4Q: 3 clusters Score -5374768 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -5375274.000000 Penalty: 5068.637695
	Iteration 5Q: 3 clusters Score -5375274 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -5375864.500000 Penalty: 5068.637695
	Iteration 6Q: 3 clusters Score -5375864 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -5376594.500000 Penalty: 5068.637695
	Iteration 7Q: 3 clusters Score -5376594 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -5377513.500000 Penalty: 5068.637695
	Iteration 8F: 3 clusters Score -5377514 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -5378418.500000 Penalty: 5068.637695
	Iteration 9F: 3 clusters Score -5378418 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -5379173.500000 Penalty: 5068.637695
	Iteration 10Q: 3 clusters Score -5379174 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -5379822.000000 Penalty: 5068.637695
	Iteration 11Q: 3 clusters Score -5379822 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -5380210.500000 Penalty: 5068.637695
	Iteration 12Q: 3 clusters Score -5380210 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -5380511.000000 Penalty: 5068.637695
	Iteration 13Q: 3 clusters Score -5380511 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -5380698.000000 Penalty: 5068.637695
	Iteration 14Q: 3 clusters Score -5380698 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -5380835.500000 Penalty: 5068.637695
	Iteration 15Q: 3 clusters Score -5380836 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -5380930.000000 Penalty: 5068.637695
	Iteration 16Q: 3 clusters Score -5380930 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -5380996.500000 Penalty: 5068.637695
	Iteration 17Q: 3 clusters Score -5380996 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -5381051.500000 Penalty: 5068.637695
	Iteration 18Q: 3 clusters Score -5381052 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -5381116.000000 Penalty: 5068.637695
	Iteration 19Q: 3 clusters Score -5381116 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -5381200.500000 Penalty: 5068.637695
	Iteration 20F: 3 clusters Score -5381200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -5381210.000000 Penalty: 5068.637695
	Iteration 21Q: 3 clusters Score -5381210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -5381240.500000 Penalty: 5068.637695
	Iteration 22Q: 3 clusters Score -5381240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -5381267.500000 Penalty: 5068.637695
	Iteration 23Q: 3 clusters Score -5381268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -5381284.500000 Penalty: 5068.637695
	Iteration 24Q: 3 clusters Score -5381284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -5381296.000000 Penalty: 5068.637695
	Iteration 25Q: 3 clusters Score -5381296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -5381316.000000 Penalty: 5068.637695
	Iteration 26Q: 3 clusters Score -5381316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -5381314.500000 Penalty: 5068.637695
	Iteration 27Q: 3 clusters Score -5381314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -5381316.000000 Penalty: 5068.637695
	Iteration 28Q: 3 clusters Score -5381316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -5381331.000000 Penalty: 5068.637695
	Iteration 29Q: 3 clusters Score -5381331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -5381334.000000 Penalty: 5068.637695
	Iteration 30Q: 3 clusters Score -5381334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -5381341.000000 Penalty: 5068.637695
	Iteration 31Q: 3 clusters Score -5381341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -5381345.000000 Penalty: 5068.637695
	Iteration 32Q: 3 clusters Score -5381345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -5381348.000000 Penalty: 5068.637695
	Iteration 33Q: 3 clusters Score -5381348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -5381351.500000 Penalty: 5068.637695
	Iteration 34Q: 3 clusters Score -5381352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -5381352.000000 Penalty: 5068.637695
	Iteration 35Q: 3 clusters Score -5381352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -5381352.000000 Penalty: 5068.637695
	Iteration 36F: 3 clusters Score -5381352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -121150.578125 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -121150.6 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 363 members 
Entering Unmasked Estep 
Score: -119478.507812 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -119478.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -119756.500000 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -119756.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -119900.171875 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -119900.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -120043.039062 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -120043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -120237.148438 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -120237.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -120376.367188 Penalty: 3274.210205
	Iteration 5F: 3 clusters Score -120376.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -120459.984375 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -120460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -120496.023438 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -120496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -120510.914062 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -120510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -120523.625000 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -120523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -120524.187500 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -120524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -120526.359375 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -120526.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -120526.359375 Penalty: 3274.210205
	Iteration 12F: 3 clusters Score -120526.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14985 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28273 members 
Mstep: Class 6 contains 27512 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14534 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6550 members 
Mstep: Class 14 contains 14186 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36858 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25614 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22417 members 
Mstep: Class 30 contains 44809 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22478 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17165 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27206 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17059 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26903 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27420 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204824.000000 Penalty: 164205.375000
Iteration 319Q: 52 clusters Score -8.420482e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14984 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28256 members 
Mstep: Class 6 contains 27512 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14534 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6550 members 
Mstep: Class 14 contains 14191 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36864 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25628 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22419 members 
Mstep: Class 30 contains 44809 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22480 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17162 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27193 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17065 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26893 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8696 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27429 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204808.000000 Penalty: 164205.375000
Iteration 320F: 52 clusters Score -8.420481e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14983 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28236 members 
Mstep: Class 6 contains 27509 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14532 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6551 members 
Mstep: Class 14 contains 14195 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36883 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25642 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22419 members 
Mstep: Class 30 contains 44810 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22473 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17152 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27188 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17076 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26889 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8696 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27432 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204808.000000 Penalty: 164205.375000
Iteration 321Q: 52 clusters Score -8.420481e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14988 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28214 members 
Mstep: Class 6 contains 27508 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14532 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6551 members 
Mstep: Class 14 contains 14200 members 
Mstep: Class 15 contains 5027 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36899 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25653 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22427 members 
Mstep: Class 30 contains 44802 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22468 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17141 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27166 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17081 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26875 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8696 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27462 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204880.000000 Penalty: 164205.375000
Iteration 322Q: 52 clusters Score -8.420488e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14988 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28204 members 
Mstep: Class 6 contains 27516 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14529 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6551 members 
Mstep: Class 14 contains 14199 members 
Mstep: Class 15 contains 5027 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36893 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25650 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22426 members 
Mstep: Class 30 contains 44801 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22464 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17138 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27161 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17087 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26879 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8694 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27483 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204688.000000 Penalty: 164205.375000
Iteration 323Q: 52 clusters Score -8.420469e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14990 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28188 members 
Mstep: Class 6 contains 27516 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14531 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6551 members 
Mstep: Class 14 contains 14199 members 
Mstep: Class 15 contains 5027 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36893 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25652 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6009 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22429 members 
Mstep: Class 30 contains 44803 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22465 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17136 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27145 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17087 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26885 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27496 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204680.000000 Penalty: 164205.375000
Iteration 324Q: 52 clusters Score -8.420468e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14989 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28178 members 
Mstep: Class 6 contains 27524 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14532 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6551 members 
Mstep: Class 14 contains 14200 members 
Mstep: Class 15 contains 5027 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36890 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25656 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 22434 members 
Mstep: Class 30 contains 44812 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22449 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17135 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27129 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17088 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26905 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27492 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204688.000000 Penalty: 164205.375000
Iteration 325Q: 52 clusters Score -8.420469e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14990 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28164 members 
Mstep: Class 6 contains 27534 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14530 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6551 members 
Mstep: Class 14 contains 14195 members 
Mstep: Class 15 contains 5027 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36894 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25673 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6013 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22438 members 
Mstep: Class 30 contains 44814 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22447 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17134 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27113 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17089 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26901 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8696 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27495 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204872.000000 Penalty: 164205.375000
Iteration 326Q: 52 clusters Score -8.420487e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14991 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28148 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14530 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6551 members 
Mstep: Class 14 contains 14196 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36903 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25670 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6014 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22441 members 
Mstep: Class 30 contains 44819 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22460 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17129 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27087 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17089 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26908 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27498 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204616.000000 Penalty: 164205.375000
Iteration 327Q: 52 clusters Score -8.420462e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14993 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28140 members 
Mstep: Class 6 contains 27553 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14531 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6552 members 
Mstep: Class 14 contains 14197 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36930 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25678 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6016 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22448 members 
Mstep: Class 30 contains 44820 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22459 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17120 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27056 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17092 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26909 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8697 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27484 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204680.000000 Penalty: 164205.375000
Iteration 328Q: 52 clusters Score -8.420468e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14993 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28115 members 
Mstep: Class 6 contains 27560 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14529 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6553 members 
Mstep: Class 14 contains 14195 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36967 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25689 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6018 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22454 members 
Mstep: Class 30 contains 44820 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22466 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17117 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27031 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17096 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26903 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8694 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27475 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204528.000000 Penalty: 164205.375000
Iteration 329Q: 52 clusters Score -8.420453e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14992 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28090 members 
Mstep: Class 6 contains 27557 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 14195 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36995 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25695 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6019 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22453 members 
Mstep: Class 30 contains 44812 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22464 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17114 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27024 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17102 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26921 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27469 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204560.000000 Penalty: 164205.375000
Iteration 330Q: 52 clusters Score -8.420456e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14993 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28075 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 14211 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36997 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25702 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22455 members 
Mstep: Class 30 contains 44810 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22469 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17110 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27017 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17104 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26912 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8694 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27477 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204704.000000 Penalty: 164205.375000
Iteration 331Q: 52 clusters Score -8.42047e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14993 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28061 members 
Mstep: Class 6 contains 27556 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14526 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 14224 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37002 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25700 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22454 members 
Mstep: Class 30 contains 44808 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22482 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 27004 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17105 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26883 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8694 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27499 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204760.000000 Penalty: 164205.375000
Iteration 332Q: 52 clusters Score -8.420476e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14994 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28036 members 
Mstep: Class 6 contains 27562 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14531 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 14227 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37007 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25701 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 6018 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22452 members 
Mstep: Class 30 contains 44808 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22489 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26993 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17102 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26877 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8694 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27522 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204776.000000 Penalty: 164205.375000
Iteration 333Q: 52 clusters Score -8.420478e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14994 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28027 members 
Mstep: Class 6 contains 27554 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14534 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 14228 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37023 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25707 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22449 members 
Mstep: Class 30 contains 44808 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22498 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17110 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26991 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17100 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26878 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8696 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27506 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204912.000000 Penalty: 164205.375000
Iteration 334Q: 52 clusters Score -8.420491e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14994 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28028 members 
Mstep: Class 6 contains 27570 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14535 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 14232 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37029 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25712 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22445 members 
Mstep: Class 30 contains 44807 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22496 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17110 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26978 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17101 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26872 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8697 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27504 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204752.000000 Penalty: 164205.375000
Iteration 335Q: 52 clusters Score -8.420475e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14995 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 28026 members 
Mstep: Class 6 contains 27577 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14535 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 14239 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37029 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25703 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 6021 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22442 members 
Mstep: Class 30 contains 44800 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22498 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26969 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17102 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26879 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8697 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27506 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204936.000000 Penalty: 164205.375000
Iteration 336Q: 52 clusters Score -8.420494e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14997 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28012 members 
Mstep: Class 6 contains 27574 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14537 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 14242 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37040 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25714 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 6021 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22434 members 
Mstep: Class 30 contains 44793 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22514 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26969 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17102 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2333 members 
Mstep: Class 44 contains 26862 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8700 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27506 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204992.000000 Penalty: 164205.375000
Iteration 337Q: 52 clusters Score -8.420499e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14996 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28003 members 
Mstep: Class 6 contains 27574 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14536 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 14236 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37070 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25719 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22430 members 
Mstep: Class 30 contains 44773 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22535 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17110 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26963 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17104 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 26866 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8697 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27490 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204920.000000 Penalty: 164205.375000
Iteration 338Q: 52 clusters Score -8.420492e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14997 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28000 members 
Mstep: Class 6 contains 27574 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14534 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 14230 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37098 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25718 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 6021 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22431 members 
Mstep: Class 30 contains 44767 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22559 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17105 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26962 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17108 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 26855 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8693 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27472 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205016.000000 Penalty: 164205.375000
Iteration 339Q: 52 clusters Score -8.420502e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 15000 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 27991 members 
Mstep: Class 6 contains 27568 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14536 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37110 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25726 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22428 members 
Mstep: Class 30 contains 44762 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22585 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17100 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26956 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17112 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 26834 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8694 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27474 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205032.000000 Penalty: 164205.375000
Iteration 340F: 52 clusters Score -8.420503e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14996 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 27993 members 
Mstep: Class 6 contains 27558 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14537 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 14223 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37116 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25724 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 22434 members 
Mstep: Class 30 contains 44752 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22603 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17100 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26939 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17114 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 26840 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8697 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27482 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205040.000000 Penalty: 164205.375000
Iteration 341Q: 52 clusters Score -8.420504e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14997 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 27996 members 
Mstep: Class 6 contains 27550 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14539 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6555 members 
Mstep: Class 14 contains 14219 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37124 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25731 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 22434 members 
Mstep: Class 30 contains 44747 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22611 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17097 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26926 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17110 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 26843 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8697 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27489 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205152.000000 Penalty: 164205.375000
Iteration 342Q: 52 clusters Score -8.420515e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14994 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 28019 members 
Mstep: Class 6 contains 27548 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14535 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6555 members 
Mstep: Class 14 contains 14216 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37125 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25724 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22436 members 
Mstep: Class 30 contains 44733 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22631 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17098 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26905 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17109 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 26848 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8699 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27492 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205008.000000 Penalty: 164205.375000
Iteration 343Q: 52 clusters Score -8.420501e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14990 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 28028 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14537 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6555 members 
Mstep: Class 14 contains 14213 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37134 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25712 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22445 members 
Mstep: Class 30 contains 44731 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22651 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17102 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26886 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17105 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2334 members 
Mstep: Class 44 contains 26840 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8693 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27499 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205160.000000 Penalty: 164205.375000
Iteration 344Q: 52 clusters Score -8.420516e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14989 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 28029 members 
Mstep: Class 6 contains 27548 members 
Mstep: Class 7 contains 4640 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14537 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6555 members 
Mstep: Class 14 contains 14209 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37124 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25701 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 22453 members 
Mstep: Class 30 contains 44737 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22678 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17104 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26892 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17102 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2335 members 
Mstep: Class 44 contains 26823 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8696 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27492 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205152.000000 Penalty: 164205.375000
Iteration 345Q: 52 clusters Score -8.420515e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14990 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 28010 members 
Mstep: Class 6 contains 27556 members 
Mstep: Class 7 contains 4640 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14537 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14197 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37114 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25697 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 22463 members 
Mstep: Class 30 contains 44734 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22707 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17103 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26892 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17100 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2336 members 
Mstep: Class 44 contains 26815 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8699 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27500 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204904.000000 Penalty: 164205.375000
Iteration 346Q: 52 clusters Score -8.42049e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14991 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 28001 members 
Mstep: Class 6 contains 27572 members 
Mstep: Class 7 contains 4639 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14537 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37090 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25703 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 22463 members 
Mstep: Class 30 contains 44732 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22734 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17107 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26891 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17093 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26792 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27510 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204816.000000 Penalty: 164205.375000
Iteration 347Q: 52 clusters Score -8.420482e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14993 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 28013 members 
Mstep: Class 6 contains 27579 members 
Mstep: Class 7 contains 4639 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14540 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14201 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37074 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25709 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 22460 members 
Mstep: Class 30 contains 44731 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22763 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17107 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26862 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17089 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26786 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8695 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27512 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204776.000000 Penalty: 164205.375000
Iteration 348Q: 52 clusters Score -8.420478e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14995 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27996 members 
Mstep: Class 6 contains 27586 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14544 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14202 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37060 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25722 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22456 members 
Mstep: Class 30 contains 44729 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22779 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17108 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26860 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17087 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26773 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8696 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27521 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204840.000000 Penalty: 164205.375000
Iteration 349Q: 52 clusters Score -8.420484e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14996 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27977 members 
Mstep: Class 6 contains 27602 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14545 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14199 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37044 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25728 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 6021 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 22453 members 
Mstep: Class 30 contains 44726 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22811 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17108 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26850 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17084 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26745 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8698 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27543 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204768.000000 Penalty: 164205.375000
Iteration 350Q: 52 clusters Score -8.420477e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14995 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27954 members 
Mstep: Class 6 contains 27613 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14547 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14201 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37035 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25722 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22452 members 
Mstep: Class 30 contains 44728 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22845 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26838 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17084 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26723 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8702 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27560 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204920.000000 Penalty: 164205.375000
Iteration 351Q: 52 clusters Score -8.420492e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14995 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27941 members 
Mstep: Class 6 contains 27613 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14548 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14204 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37027 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25728 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22450 members 
Mstep: Class 30 contains 44725 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22866 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26832 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17085 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26697 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8705 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27583 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204896.000000 Penalty: 164205.375000
Iteration 352Q: 52 clusters Score -8.42049e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14995 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27924 members 
Mstep: Class 6 contains 27611 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14549 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14204 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37020 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25738 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 22449 members 
Mstep: Class 30 contains 44734 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22905 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17108 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26811 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17085 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26662 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8710 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27601 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204880.000000 Penalty: 164205.375000
Iteration 353Q: 52 clusters Score -8.420488e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14995 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27912 members 
Mstep: Class 6 contains 27616 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14549 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14200 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37020 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25760 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 22442 members 
Mstep: Class 30 contains 44735 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22928 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17110 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26806 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17083 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26624 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8711 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27618 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205016.000000 Penalty: 164205.375000
Iteration 354Q: 52 clusters Score -8.420502e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14995 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27880 members 
Mstep: Class 6 contains 27633 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14549 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37027 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25766 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22445 members 
Mstep: Class 30 contains 44731 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22940 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26799 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17083 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26604 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8707 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27642 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205024.000000 Penalty: 164205.375000
Iteration 355Q: 52 clusters Score -8.420502e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14994 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27856 members 
Mstep: Class 6 contains 27645 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14549 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14204 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37036 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25754 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 22440 members 
Mstep: Class 30 contains 44727 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22963 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17110 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26802 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17080 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26577 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8708 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27670 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205072.000000 Penalty: 164205.375000
Iteration 356Q: 52 clusters Score -8.420507e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14993 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27833 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14548 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14209 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37047 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25734 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 22436 members 
Mstep: Class 30 contains 44722 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22988 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17112 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26794 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17082 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26551 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8709 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27703 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205072.000000 Penalty: 164205.375000
Iteration 357Q: 52 clusters Score -8.420507e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14995 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27818 members 
Mstep: Class 6 contains 27658 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14548 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14206 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37062 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25717 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 6019 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 22428 members 
Mstep: Class 30 contains 44717 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 23002 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26792 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17082 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26556 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8709 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27717 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205120.000000 Penalty: 164205.375000
Iteration 358Q: 52 clusters Score -8.420512e+07 nChanged 428
Entering ConstructFrom: 
Score: -84205120.000000 Penalty: 164205.375000
Entering ConstructFrom: 
Trying to split cluster 2 (14996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Entering Unmasked Estep 
Score: -3213433.750000 Penalty: 2384.653564
	Iteration 0F: 2 clusters Score -3213434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3203168.500000 Penalty: 4769.307129
	Iteration 0F: 3 clusters Score -3203168 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3206748.750000 Penalty: 4769.307129
	Iteration 1F: 3 clusters Score -3206749 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3207161.500000 Penalty: 4769.307129
	Iteration 2F: 3 clusters Score -3207162 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3207441.500000 Penalty: 4769.307129
	Iteration 3Q: 3 clusters Score -3207442 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -3207706.750000 Penalty: 4769.307129
	Iteration 4Q: 3 clusters Score -3207707 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3207954.500000 Penalty: 4769.307129
	Iteration 5Q: 3 clusters Score -3207954 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -3208257.000000 Penalty: 4769.307129
	Iteration 6Q: 3 clusters Score -3208257 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -3208634.500000 Penalty: 4769.307129
	Iteration 7Q: 3 clusters Score -3208634 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3209098.750000 Penalty: 4769.307129
	Iteration 8Q: 3 clusters Score -3209099 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -3209508.500000 Penalty: 4769.307129
	Iteration 9Q: 3 clusters Score -3209508 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -3209859.000000 Penalty: 4769.307129
	Iteration 10Q: 3 clusters Score -3209859 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3210209.250000 Penalty: 4769.307129
	Iteration 11Q: 3 clusters Score -3210209 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3210508.250000 Penalty: 4769.307129
	Iteration 12Q: 3 clusters Score -3210508 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3210724.250000 Penalty: 4769.307129
	Iteration 13Q: 3 clusters Score -3210724 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3210920.000000 Penalty: 4769.307129
	Iteration 14Q: 3 clusters Score -3210920 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3211103.250000 Penalty: 4769.307129
	Iteration 15Q: 3 clusters Score -3211103 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3211269.500000 Penalty: 4769.307129
	Iteration 16Q: 3 clusters Score -3211270 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3211402.750000 Penalty: 4769.307129
	Iteration 17Q: 3 clusters Score -3211403 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3211504.250000 Penalty: 4769.307129
	Iteration 18Q: 3 clusters Score -3211504 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3211586.500000 Penalty: 4769.307129
	Iteration 19Q: 3 clusters Score -3211586 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3211662.250000 Penalty: 4769.307129
	Iteration 20F: 3 clusters Score -3211662 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3211719.500000 Penalty: 4769.307129
	Iteration 21Q: 3 clusters Score -3211720 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -3211778.500000 Penalty: 4769.307129
	Iteration 22Q: 3 clusters Score -3211778 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -3211829.750000 Penalty: 4769.307129
	Iteration 23Q: 3 clusters Score -3211830 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -3211886.250000 Penalty: 4769.307129
	Iteration 24Q: 3 clusters Score -3211886 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3211923.250000 Penalty: 4769.307129
	Iteration 25Q: 3 clusters Score -3211923 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -3211966.750000 Penalty: 4769.307129
	Iteration 26Q: 3 clusters Score -3211967 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3211986.000000 Penalty: 4769.307129
	Iteration 27Q: 3 clusters Score -3211986 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3211998.000000 Penalty: 4769.307129
	Iteration 28Q: 3 clusters Score -3211998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -3212007.750000 Penalty: 4769.307129
	Iteration 29Q: 3 clusters Score -3212008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3212009.500000 Penalty: 4769.307129
	Iteration 30Q: 3 clusters Score -3212010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3212016.750000 Penalty: 4769.307129
	Iteration 31Q: 3 clusters Score -3212017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3212035.500000 Penalty: 4769.307129
	Iteration 32Q: 3 clusters Score -3212036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3212034.750000 Penalty: 4769.307129
	Iteration 33Q: 3 clusters Score -3212035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -3212039.000000 Penalty: 4769.307129
	Iteration 34Q: 3 clusters Score -3212039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3212038.250000 Penalty: 4769.307129
	Iteration 35Q: 3 clusters Score -3212038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -3212039.000000 Penalty: 4769.307129
	Iteration 36Q: 3 clusters Score -3212039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -3212037.750000 Penalty: 4769.307129
	Iteration 37Q: 3 clusters Score -3212038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -3212035.500000 Penalty: 4769.307129
	Iteration 38Q: 3 clusters Score -3212036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3212036.250000 Penalty: 4769.307129
	Iteration 39Q: 3 clusters Score -3212036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3212035.000000 Penalty: 4769.307129
	Iteration 40F: 3 clusters Score -3212035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -51241.210938 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -51241.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -49955.312500 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -49955.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50038.089844 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -50038.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50076.894531 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -50076.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50084.515625 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -50084.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50084.515625 Penalty: 2829.076172
	Iteration 4F: 3 clusters Score -50084.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -280888.468750 Penalty: 1834.138916
	Iteration 0F: 2 clusters Score -280888.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -278658.156250 Penalty: 3668.277832
	Iteration 0F: 3 clusters Score -278658.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -279345.687500 Penalty: 3668.277832
	Iteration 1F: 3 clusters Score -279345.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -279651.218750 Penalty: 3668.277832
	Iteration 2F: 3 clusters Score -279651.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -279841.375000 Penalty: 3668.277832
	Iteration 3F: 3 clusters Score -279841.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -279962.406250 Penalty: 3668.277832
	Iteration 4Q: 3 clusters Score -279962.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -280091.156250 Penalty: 3668.277832
	Iteration 5Q: 3 clusters Score -280091.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -280239.625000 Penalty: 3668.277832
	Iteration 6Q: 3 clusters Score -280239.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -280362.656250 Penalty: 3668.277832
	Iteration 7Q: 3 clusters Score -280362.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -280455.406250 Penalty: 3668.277832
	Iteration 8Q: 3 clusters Score -280455.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -280521.093750 Penalty: 3668.277832
	Iteration 9Q: 3 clusters Score -280521.1 nChanged 33
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: -280633.718750 Penalty: 3668.277832
	Iteration 10Q: 3 clusters Score -280633.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -280751.406250 Penalty: 3668.277832
	Iteration 11Q: 3 clusters Score -280751.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -280820.187500 Penalty: 3668.277832
	Iteration 12Q: 3 clusters Score -280820.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -280841.593750 Penalty: 3668.277832
	Iteration 13Q: 3 clusters Score -280841.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -280858.750000 Penalty: 3668.277832
	Iteration 14Q: 3 clusters Score -280858.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -280867.687500 Penalty: 3668.277832
	Iteration 15Q: 3 clusters Score -280867.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -280875.218750 Penalty: 3668.277832
	Iteration 16Q: 3 clusters Score -280875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -280880.187500 Penalty: 3668.277832
	Iteration 17Q: 3 clusters Score -280880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -280881.531250 Penalty: 3668.277832
	Iteration 18Q: 3 clusters Score -280881.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -280882.093750 Penalty: 3668.277832
	Iteration 19Q: 3 clusters Score -280882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -280897.875000 Penalty: 3668.277832
	Iteration 20F: 3 clusters Score -280897.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -280902.812500 Penalty: 3668.277832
	Iteration 21Q: 3 clusters Score -280902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -280903.656250 Penalty: 3668.277832
	Iteration 22Q: 3 clusters Score -280903.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -280904.937500 Penalty: 3668.277832
	Iteration 23Q: 3 clusters Score -280904.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -280904.937500 Penalty: 3668.277832
	Iteration 24F: 3 clusters Score -280904.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14996 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 919 members 
Mstep: Class 5 contains 27791 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14546 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14206 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37092 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25699 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 6018 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22423 members 
Mstep: Class 30 contains 44726 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 23012 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26800 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17085 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26550 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8707 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27727 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
Score: -84203648.000000 Penalty: 167425.093750
Splitting cluster 4 changes total score from -84205120.000000 to -84203648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (27791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Entering Unmasked Estep 
Score: -5446108.500000 Penalty: 2537.651855
	Iteration 0F: 2 clusters Score -5446108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -5428175.000000 Penalty: 5075.303711
	Iteration 0F: 3 clusters Score -5428175 nChanged 12437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -5434925.000000 Penalty: 5075.303711
	Iteration 1F: 3 clusters Score -5434925 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -5435348.000000 Penalty: 5075.303711
	Iteration 2Q: 3 clusters Score -5435348 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -5435702.000000 Penalty: 5075.303711
	Iteration 3Q: 3 clusters Score -5435702 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -5436225.500000 Penalty: 5075.303711
	Iteration 4Q: 3 clusters Score -5436226 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -5436851.500000 Penalty: 5075.303711
	Iteration 5Q: 3 clusters Score -5436852 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -5437638.500000 Penalty: 5075.303711
	Iteration 6F: 3 clusters Score -5437638 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -5438906.500000 Penalty: 5075.303711
	Iteration 7F: 3 clusters Score -5438906 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -5440276.000000 Penalty: 5075.303711
	Iteration 8F: 3 clusters Score -5440276 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -5441575.000000 Penalty: 5075.303711
	Iteration 9F: 3 clusters Score -5441575 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -5442588.000000 Penalty: 5075.303711
	Iteration 10Q: 3 clusters Score -5442588 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -5443211.500000 Penalty: 5075.303711
	Iteration 11Q: 3 clusters Score -5443212 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -5443559.000000 Penalty: 5075.303711
	Iteration 12Q: 3 clusters Score -5443559 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -5443746.500000 Penalty: 5075.303711
	Iteration 13Q: 3 clusters Score -5443746 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -5443822.500000 Penalty: 5075.303711
	Iteration 14Q: 3 clusters Score -5443822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -5443870.500000 Penalty: 5075.303711
	Iteration 15Q: 3 clusters Score -5443870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -5443904.500000 Penalty: 5075.303711
	Iteration 16Q: 3 clusters Score -5443904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -5443922.000000 Penalty: 5075.303711
	Iteration 17Q: 3 clusters Score -5443922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -5443936.500000 Penalty: 5075.303711
	Iteration 18Q: 3 clusters Score -5443936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -5443942.500000 Penalty: 5075.303711
	Iteration 19Q: 3 clusters Score -5443942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -5443957.500000 Penalty: 5075.303711
	Iteration 20F: 3 clusters Score -5443958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -5443961.000000 Penalty: 5075.303711
	Iteration 21Q: 3 clusters Score -5443961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -5443971.000000 Penalty: 5075.303711
	Iteration 22Q: 3 clusters Score -5443971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -5443973.500000 Penalty: 5075.303711
	Iteration 23Q: 3 clusters Score -5443974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -5443974.000000 Penalty: 5075.303711
	Iteration 24Q: 3 clusters Score -5443974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -5443974.000000 Penalty: 5075.303711
	Iteration 25F: 3 clusters Score -5443974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Entering Unmasked Estep 
Score: -5377216.500000 Penalty: 2536.408447
	Iteration 0F: 2 clusters Score -5377216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -5358499.500000 Penalty: 5072.816895
	Iteration 0F: 3 clusters Score -5358500 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -5365127.500000 Penalty: 5072.816895
	Iteration 1F: 3 clusters Score -5365128 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -5365600.500000 Penalty: 5072.816895
	Iteration 2Q: 3 clusters Score -5365600 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -5366068.500000 Penalty: 5072.816895
	Iteration 3Q: 3 clusters Score -5366068 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -5366524.500000 Penalty: 5072.816895
	Iteration 4Q: 3 clusters Score -5366524 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -5367065.500000 Penalty: 5072.816895
	Iteration 5Q: 3 clusters Score -5367066 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -5367628.500000 Penalty: 5072.816895
	Iteration 6Q: 3 clusters Score -5367628 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -5368304.000000 Penalty: 5072.816895
	Iteration 7Q: 3 clusters Score -5368304 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -5369210.000000 Penalty: 5072.816895
	Iteration 8Q: 3 clusters Score -5369210 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -5370234.000000 Penalty: 5072.816895
	Iteration 9Q: 3 clusters Score -5370234 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -5371250.500000 Penalty: 5072.816895
	Iteration 10Q: 3 clusters Score -5371250 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -5372135.000000 Penalty: 5072.816895
	Iteration 11Q: 3 clusters Score -5372135 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -5372765.500000 Penalty: 5072.816895
	Iteration 12Q: 3 clusters Score -5372766 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -5373219.500000 Penalty: 5072.816895
	Iteration 13Q: 3 clusters Score -5373220 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -5373589.000000 Penalty: 5072.816895
	Iteration 14Q: 3 clusters Score -5373589 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -5373836.500000 Penalty: 5072.816895
	Iteration 15Q: 3 clusters Score -5373836 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -5374044.500000 Penalty: 5072.816895
	Iteration 16Q: 3 clusters Score -5374044 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -5374210.000000 Penalty: 5072.816895
	Iteration 17Q: 3 clusters Score -5374210 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -5374368.000000 Penalty: 5072.816895
	Iteration 18Q: 3 clusters Score -5374368 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -5374508.000000 Penalty: 5072.816895
	Iteration 19Q: 3 clusters Score -5374508 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -5374603.500000 Penalty: 5072.816895
	Iteration 20F: 3 clusters Score -5374604 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -5374664.000000 Penalty: 5072.816895
	Iteration 21Q: 3 clusters Score -5374664 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -5374716.500000 Penalty: 5072.816895
	Iteration 22Q: 3 clusters Score -5374716 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -5374764.500000 Penalty: 5072.816895
	Iteration 23Q: 3 clusters Score -5374764 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -5374772.000000 Penalty: 5072.816895
	Iteration 24Q: 3 clusters Score -5374772 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -5374810.000000 Penalty: 5072.816895
	Iteration 25Q: 3 clusters Score -5374810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -5374834.000000 Penalty: 5072.816895
	Iteration 26Q: 3 clusters Score -5374834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -5374848.500000 Penalty: 5072.816895
	Iteration 27Q: 3 clusters Score -5374848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -5374870.500000 Penalty: 5072.816895
	Iteration 28Q: 3 clusters Score -5374870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -5374888.000000 Penalty: 5072.816895
	Iteration 29Q: 3 clusters Score -5374888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -5374882.500000 Penalty: 5072.816895
	Iteration 30Q: 3 clusters Score -5374882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -5374903.500000 Penalty: 5072.816895
	Iteration 31Q: 3 clusters Score -5374904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -5374901.000000 Penalty: 5072.816895
	Iteration 32Q: 3 clusters Score -5374901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -5374924.500000 Penalty: 5072.816895
	Iteration 33Q: 3 clusters Score -5374924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -5374942.000000 Penalty: 5072.816895
	Iteration 34Q: 3 clusters Score -5374942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -5374961.500000 Penalty: 5072.816895
	Iteration 35Q: 3 clusters Score -5374962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -5374973.000000 Penalty: 5072.816895
	Iteration 36Q: 3 clusters Score -5374973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -5374980.500000 Penalty: 5072.816895
	Iteration 37Q: 3 clusters Score -5374980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -5374990.000000 Penalty: 5072.816895
	Iteration 38Q: 3 clusters Score -5374990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -5374998.500000 Penalty: 5072.816895
	Iteration 39Q: 3 clusters Score -5374998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -5375003.000000 Penalty: 5072.816895
	Iteration 40F: 3 clusters Score -5375003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -5375003.500000 Penalty: 5072.816895
	Iteration 41Q: 3 clusters Score -5375004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5375011.000000 Penalty: 5072.816895
	Iteration 42Q: 3 clusters Score -5375011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -5375012.000000 Penalty: 5072.816895
	Iteration 43Q: 3 clusters Score -5375012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -5375016.500000 Penalty: 5072.816895
	Iteration 44Q: 3 clusters Score -5375016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -5375014.500000 Penalty: 5072.816895
	Iteration 45Q: 3 clusters Score -5375014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5375020.000000 Penalty: 5072.816895
	Iteration 46Q: 3 clusters Score -5375020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -5375013.500000 Penalty: 5072.816895
	Iteration 47Q: 3 clusters Score -5375014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -5375011.000000 Penalty: 5072.816895
	Iteration 48Q: 3 clusters Score -5375011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -5375014.500000 Penalty: 5072.816895
	Iteration 49Q: 3 clusters Score -5375014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -5375016.500000 Penalty: 5072.816895
	Iteration 50Q: 3 clusters Score -5375016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -5375025.000000 Penalty: 5072.816895
	Iteration 51Q: 3 clusters Score -5375025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -5375031.000000 Penalty: 5072.816895
	Iteration 52Q: 3 clusters Score -5375031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -5375030.000000 Penalty: 5072.816895
	Iteration 53Q: 3 clusters Score -5375030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -5375027.500000 Penalty: 5072.816895
	Iteration 54Q: 3 clusters Score -5375028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -5375027.500000 Penalty: 5072.816895
	Iteration 55Q: 3 clusters Score -5375028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5375028.000000 Penalty: 5072.816895
	Iteration 56Q: 3 clusters Score -5375028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5375028.000000 Penalty: 5072.816895
	Iteration 57F: 3 clusters Score -5375028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Entering Unmasked Estep 
Score: -843076.250000 Penalty: 2093.304688
	Iteration 0F: 2 clusters Score -843076.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -838786.250000 Penalty: 4186.609375
	Iteration 0F: 3 clusters Score -838786.2 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -839879.250000 Penalty: 4186.609375
	Iteration 1F: 3 clusters Score -839879.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -840258.187500 Penalty: 4186.609375
	Iteration 2F: 3 clusters Score -840258.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -840529.000000 Penalty: 4186.609375
	Iteration 3F: 3 clusters Score -840529 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -840765.187500 Penalty: 4186.609375
	Iteration 4F: 3 clusters Score -840765.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -841035.625000 Penalty: 4186.609375
	Iteration 5F: 3 clusters Score -841035.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -841309.625000 Penalty: 4186.609375
	Iteration 6F: 3 clusters Score -841309.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -841593.187500 Penalty: 4186.609375
	Iteration 7F: 3 clusters Score -841593.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -841849.500000 Penalty: 4186.609375
	Iteration 8F: 3 clusters Score -841849.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -842114.187500 Penalty: 4186.609375
	Iteration 9F: 3 clusters Score -842114.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -842332.937500 Penalty: 4186.609375
	Iteration 10Q: 3 clusters Score -842332.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -842470.500000 Penalty: 4186.609375
	Iteration 11Q: 3 clusters Score -842470.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -842556.500000 Penalty: 4186.609375
	Iteration 12Q: 3 clusters Score -842556.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -842634.437500 Penalty: 4186.609375
	Iteration 13Q: 3 clusters Score -842634.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -842690.500000 Penalty: 4186.609375
	Iteration 14Q: 3 clusters Score -842690.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -842744.062500 Penalty: 4186.609375
	Iteration 15Q: 3 clusters Score -842744.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -842781.187500 Penalty: 4186.609375
	Iteration 16Q: 3 clusters Score -842781.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -842807.625000 Penalty: 4186.609375
	Iteration 17Q: 3 clusters Score -842807.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -842816.437500 Penalty: 4186.609375
	Iteration 18Q: 3 clusters Score -842816.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -842820.125000 Penalty: 4186.609375
	Iteration 19Q: 3 clusters Score -842820.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -842824.937500 Penalty: 4186.609375
	Iteration 20F: 3 clusters Score -842824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -842827.562500 Penalty: 4186.609375
	Iteration 21Q: 3 clusters Score -842827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -842828.687500 Penalty: 4186.609375
	Iteration 22Q: 3 clusters Score -842828.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -842828.750000 Penalty: 4186.609375
	Iteration 23Q: 3 clusters Score -842828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -842830.687500 Penalty: 4186.609375
	Iteration 24Q: 3 clusters Score -842830.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -842830.687500 Penalty: 4186.609375
	Iteration 25F: 3 clusters Score -842830.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -58268.097656 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -58268.1 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 177 members 
Entering Unmasked Estep 
Score: -57091.363281 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -57091.36 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57288.121094 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -57288.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -57372.343750 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -57372.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -57422.644531 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -57422.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -57468.300781 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -57468.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -57520.382812 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -57520.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -57554.601562 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -57554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -57567.445312 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -57567.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -57578.304688 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -57578.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -57580.242188 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -57580.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -57580.242188 Penalty: 2922.255371
	Iteration 10F: 3 clusters Score -57580.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Entering Unmasked Estep 
Score: -3111724.750000 Penalty: 2377.097656
	Iteration 0F: 2 clusters Score -3111725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3101578.750000 Penalty: 4754.195312
	Iteration 0F: 3 clusters Score -3101579 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3104978.000000 Penalty: 4754.195312
	Iteration 1F: 3 clusters Score -3104978 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -3105292.250000 Penalty: 4754.195312
	Iteration 2F: 3 clusters Score -3105292 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3105599.500000 Penalty: 4754.195312
	Iteration 3Q: 3 clusters Score -3105600 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3105846.750000 Penalty: 4754.195312
	Iteration 4Q: 3 clusters Score -3105847 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3106067.750000 Penalty: 4754.195312
	Iteration 5Q: 3 clusters Score -3106068 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3106301.000000 Penalty: 4754.195312
	Iteration 6Q: 3 clusters Score -3106301 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3106610.500000 Penalty: 4754.195312
	Iteration 7Q: 3 clusters Score -3106610 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3106970.750000 Penalty: 4754.195312
	Iteration 8Q: 3 clusters Score -3106971 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3107441.250000 Penalty: 4754.195312
	Iteration 9Q: 3 clusters Score -3107441 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3107996.500000 Penalty: 4754.195312
	Iteration 10F: 3 clusters Score -3107996 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3108577.000000 Penalty: 4754.195312
	Iteration 11Q: 3 clusters Score -3108577 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3109062.250000 Penalty: 4754.195312
	Iteration 12Q: 3 clusters Score -3109062 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3109420.750000 Penalty: 4754.195312
	Iteration 13Q: 3 clusters Score -3109421 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3109711.500000 Penalty: 4754.195312
	Iteration 14Q: 3 clusters Score -3109712 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3109912.000000 Penalty: 4754.195312
	Iteration 15Q: 3 clusters Score -3109912 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3110052.000000 Penalty: 4754.195312
	Iteration 16Q: 3 clusters Score -3110052 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3110111.500000 Penalty: 4754.195312
	Iteration 17Q: 3 clusters Score -3110112 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3110144.000000 Penalty: 4754.195312
	Iteration 18Q: 3 clusters Score -3110144 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3110167.250000 Penalty: 4754.195312
	Iteration 19Q: 3 clusters Score -3110167 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3110178.500000 Penalty: 4754.195312
	Iteration 20F: 3 clusters Score -3110178 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3110195.250000 Penalty: 4754.195312
	Iteration 21Q: 3 clusters Score -3110195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3110213.000000 Penalty: 4754.195312
	Iteration 22Q: 3 clusters Score -3110213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3110217.750000 Penalty: 4754.195312
	Iteration 23Q: 3 clusters Score -3110218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3110223.750000 Penalty: 4754.195312
	Iteration 24Q: 3 clusters Score -3110224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3110225.000000 Penalty: 4754.195312
	Iteration 25Q: 3 clusters Score -3110225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3110223.750000 Penalty: 4754.195312
	Iteration 26Q: 3 clusters Score -3110224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3110224.250000 Penalty: 4754.195312
	Iteration 27Q: 3 clusters Score -3110224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3110214.750000 Penalty: 4754.195312
	Iteration 28Q: 3 clusters Score -3110215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3110215.500000 Penalty: 4754.195312
	Iteration 29Q: 3 clusters Score -3110216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3110224.000000 Penalty: 4754.195312
	Iteration 30Q: 3 clusters Score -3110224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3110224.750000 Penalty: 4754.195312
	Iteration 31Q: 3 clusters Score -3110225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3110225.250000 Penalty: 4754.195312
	Iteration 32Q: 3 clusters Score -3110225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3110225.750000 Penalty: 4754.195312
	Iteration 33Q: 3 clusters Score -3110226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3110224.250000 Penalty: 4754.195312
	Iteration 34Q: 3 clusters Score -3110224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3110220.500000 Penalty: 4754.195312
	Iteration 35Q: 3 clusters Score -3110220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3110216.500000 Penalty: 4754.195312
	Iteration 36Q: 3 clusters Score -3110216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3110216.750000 Penalty: 4754.195312
	Iteration 37Q: 3 clusters Score -3110217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3110219.500000 Penalty: 4754.195312
	Iteration 38Q: 3 clusters Score -3110220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3110221.000000 Penalty: 4754.195312
	Iteration 39Q: 3 clusters Score -3110221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3110219.500000 Penalty: 4754.195312
	Iteration 40F: 3 clusters Score -3110220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3110216.250000 Penalty: 4754.195312
	Iteration 41Q: 3 clusters Score -3110216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3110216.000000 Penalty: 4754.195312
	Iteration 42Q: 3 clusters Score -3110216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3110216.000000 Penalty: 4754.195312
	Iteration 43F: 3 clusters Score -3110216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -425268.437500 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -425268.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -422539.187500 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -422539.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -423120.437500 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -423120.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -423275.156250 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -423275.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -423351.187500 Penalty: 3819.571045
	Iteration 3Q: 3 clusters Score -423351.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -423405.125000 Penalty: 3819.571045
	Iteration 4Q: 3 clusters Score -423405.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -423449.687500 Penalty: 3819.571045
	Iteration 5Q: 3 clusters Score -423449.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -423503.093750 Penalty: 3819.571045
	Iteration 6Q: 3 clusters Score -423503.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -423571.625000 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -423571.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -423651.562500 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -423651.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -423720.718750 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -423720.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -423792.281250 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -423792.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -423856.093750 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -423856.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -423929.750000 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -423929.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -424013.281250 Penalty: 3819.571045
	Iteration 13Q: 3 clusters Score -424013.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -424081.718750 Penalty: 3819.571045
	Iteration 14Q: 3 clusters Score -424081.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -424116.468750 Penalty: 3819.571045
	Iteration 15Q: 3 clusters Score -424116.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -424138.781250 Penalty: 3819.571045
	Iteration 16Q: 3 clusters Score -424138.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -424157.656250 Penalty: 3819.571045
	Iteration 17Q: 3 clusters Score -424157.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -424172.781250 Penalty: 3819.571045
	Iteration 18Q: 3 clusters Score -424172.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -424183.906250 Penalty: 3819.571045
	Iteration 19Q: 3 clusters Score -424183.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -424191.062500 Penalty: 3819.571045
	Iteration 20F: 3 clusters Score -424191.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -424196.031250 Penalty: 3819.571045
	Iteration 21Q: 3 clusters Score -424196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -424199.500000 Penalty: 3819.571045
	Iteration 22Q: 3 clusters Score -424199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -424202.250000 Penalty: 3819.571045
	Iteration 23Q: 3 clusters Score -424202.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -424203.625000 Penalty: 3819.571045
	Iteration 24Q: 3 clusters Score -424203.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -424207.093750 Penalty: 3819.571045
	Iteration 25Q: 3 clusters Score -424207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -424209.250000 Penalty: 3819.571045
	Iteration 26Q: 3 clusters Score -424209.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -424210.781250 Penalty: 3819.571045
	Iteration 27Q: 3 clusters Score -424210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -424212.062500 Penalty: 3819.571045
	Iteration 28Q: 3 clusters Score -424212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -424215.031250 Penalty: 3819.571045
	Iteration 29Q: 3 clusters Score -424215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -424221.562500 Penalty: 3819.571045
	Iteration 30Q: 3 clusters Score -424221.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -424227.562500 Penalty: 3819.571045
	Iteration 31Q: 3 clusters Score -424227.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -424232.562500 Penalty: 3819.571045
	Iteration 32Q: 3 clusters Score -424232.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -424236.968750 Penalty: 3819.571045
	Iteration 33Q: 3 clusters Score -424237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -424241.375000 Penalty: 3819.571045
	Iteration 34Q: 3 clusters Score -424241.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -424243.562500 Penalty: 3819.571045
	Iteration 35Q: 3 clusters Score -424243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -424244.312500 Penalty: 3819.571045
	Iteration 36Q: 3 clusters Score -424244.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -424244.312500 Penalty: 3819.571045
	Iteration 37F: 3 clusters Score -424244.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -956917.687500 Penalty: 2111.866699
	Iteration 0F: 2 clusters Score -956917.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -952447.625000 Penalty: 4223.733398
	Iteration 0F: 3 clusters Score -952447.6 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -953611.562500 Penalty: 4223.733398
	Iteration 1F: 3 clusters Score -953611.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -953998.125000 Penalty: 4223.733398
	Iteration 2F: 3 clusters Score -953998.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -954342.625000 Penalty: 4223.733398
	Iteration 3F: 3 clusters Score -954342.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -954588.937500 Penalty: 4223.733398
	Iteration 4F: 3 clusters Score -954588.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -954759.375000 Penalty: 4223.733398
	Iteration 5Q: 3 clusters Score -954759.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -954891.125000 Penalty: 4223.733398
	Iteration 6Q: 3 clusters Score -954891.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -954982.875000 Penalty: 4223.733398
	Iteration 7Q: 3 clusters Score -954982.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -955037.375000 Penalty: 4223.733398
	Iteration 8Q: 3 clusters Score -955037.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -955072.937500 Penalty: 4223.733398
	Iteration 9Q: 3 clusters Score -955072.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -955099.187500 Penalty: 4223.733398
	Iteration 10Q: 3 clusters Score -955099.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -955118.375000 Penalty: 4223.733398
	Iteration 11Q: 3 clusters Score -955118.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -955131.062500 Penalty: 4223.733398
	Iteration 12Q: 3 clusters Score -955131.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -955142.312500 Penalty: 4223.733398
	Iteration 13Q: 3 clusters Score -955142.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -955155.000000 Penalty: 4223.733398
	Iteration 14Q: 3 clusters Score -955155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -955167.687500 Penalty: 4223.733398
	Iteration 15Q: 3 clusters Score -955167.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -955173.250000 Penalty: 4223.733398
	Iteration 16Q: 3 clusters Score -955173.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -955180.375000 Penalty: 4223.733398
	Iteration 17Q: 3 clusters Score -955180.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -955187.500000 Penalty: 4223.733398
	Iteration 18Q: 3 clusters Score -955187.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -955197.437500 Penalty: 4223.733398
	Iteration 19Q: 3 clusters Score -955197.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -955207.812500 Penalty: 4223.733398
	Iteration 20F: 3 clusters Score -955207.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -955217.875000 Penalty: 4223.733398
	Iteration 21Q: 3 clusters Score -955217.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -955234.937500 Penalty: 4223.733398
	Iteration 22Q: 3 clusters Score -955234.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -955251.500000 Penalty: 4223.733398
	Iteration 23Q: 3 clusters Score -955251.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -955271.625000 Penalty: 4223.733398
	Iteration 24Q: 3 clusters Score -955271.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -955283.500000 Penalty: 4223.733398
	Iteration 25Q: 3 clusters Score -955283.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -955299.187500 Penalty: 4223.733398
	Iteration 26Q: 3 clusters Score -955299.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -955319.125000 Penalty: 4223.733398
	Iteration 27Q: 3 clusters Score -955319.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -955336.875000 Penalty: 4223.733398
	Iteration 28Q: 3 clusters Score -955336.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -955355.250000 Penalty: 4223.733398
	Iteration 29Q: 3 clusters Score -955355.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -955370.062500 Penalty: 4223.733398
	Iteration 30Q: 3 clusters Score -955370.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -955388.250000 Penalty: 4223.733398
	Iteration 31Q: 3 clusters Score -955388.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -955400.375000 Penalty: 4223.733398
	Iteration 32Q: 3 clusters Score -955400.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -955420.500000 Penalty: 4223.733398
	Iteration 33Q: 3 clusters Score -955420.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -955433.062500 Penalty: 4223.733398
	Iteration 34Q: 3 clusters Score -955433.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -955452.562500 Penalty: 4223.733398
	Iteration 35Q: 3 clusters Score -955452.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -955466.000000 Penalty: 4223.733398
	Iteration 36Q: 3 clusters Score -955466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -955483.875000 Penalty: 4223.733398
	Iteration 37Q: 3 clusters Score -955483.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -955494.062500 Penalty: 4223.733398
	Iteration 38Q: 3 clusters Score -955494.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -955506.812500 Penalty: 4223.733398
	Iteration 39Q: 3 clusters Score -955506.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -955515.125000 Penalty: 4223.733398
	Iteration 40F: 3 clusters Score -955515.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -955520.250000 Penalty: 4223.733398
	Iteration 41Q: 3 clusters Score -955520.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -955526.750000 Penalty: 4223.733398
	Iteration 42Q: 3 clusters Score -955526.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -955540.187500 Penalty: 4223.733398
	Iteration 43Q: 3 clusters Score -955540.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -955549.187500 Penalty: 4223.733398
	Iteration 44Q: 3 clusters Score -955549.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -955555.875000 Penalty: 4223.733398
	Iteration 45Q: 3 clusters Score -955555.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -955559.687500 Penalty: 4223.733398
	Iteration 46Q: 3 clusters Score -955559.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -955565.812500 Penalty: 4223.733398
	Iteration 47Q: 3 clusters Score -955565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -955568.437500 Penalty: 4223.733398
	Iteration 48Q: 3 clusters Score -955568.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -955571.062500 Penalty: 4223.733398
	Iteration 49Q: 3 clusters Score -955571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -955577.062500 Penalty: 4223.733398
	Iteration 50Q: 3 clusters Score -955577.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -955578.312500 Penalty: 4223.733398
	Iteration 51Q: 3 clusters Score -955578.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -955580.937500 Penalty: 4223.733398
	Iteration 52Q: 3 clusters Score -955580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -955582.062500 Penalty: 4223.733398
	Iteration 53Q: 3 clusters Score -955582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -955582.062500 Penalty: 4223.733398
	Iteration 54Q: 3 clusters Score -955582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -955583.875000 Penalty: 4223.733398
	Iteration 55Q: 3 clusters Score -955583.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -955586.375000 Penalty: 4223.733398
	Iteration 56Q: 3 clusters Score -955586.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -955587.562500 Penalty: 4223.733398
	Iteration 57Q: 3 clusters Score -955587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -955586.875000 Penalty: 4223.733398
	Iteration 58Q: 3 clusters Score -955586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -955589.187500 Penalty: 4223.733398
	Iteration 59Q: 3 clusters Score -955589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -955591.187500 Penalty: 4223.733398
	Iteration 60F: 3 clusters Score -955591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -955592.687500 Penalty: 4223.733398
	Iteration 61Q: 3 clusters Score -955592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -955593.000000 Penalty: 4223.733398
	Iteration 62Q: 3 clusters Score -955593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -955593.000000 Penalty: 4223.733398
	Iteration 63F: 3 clusters Score -955593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -52259.222656 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -52259.22 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 203 members 
Entering Unmasked Estep 
Score: -50999.003906 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -50999 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51285.128906 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -51285.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51377.035156 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -51377.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51386.468750 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -51386.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51415.679688 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -51415.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51441.371094 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -51441.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51460.148438 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -51460.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51475.957031 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -51475.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51507.695312 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -51507.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51540.660156 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -51540.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51544.566406 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -51544.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51544.566406 Penalty: 2982.802734
	Iteration 11F: 3 clusters Score -51544.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Entering Unmasked Estep 
Score: -1246179.500000 Penalty: 2179.457520
	Iteration 0F: 2 clusters Score -1246180 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 3234 members 
Entering Unmasked Estep 
Score: -1240694.625000 Penalty: 4358.915039
	Iteration 0F: 3 clusters Score -1240695 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1242150.125000 Penalty: 4358.915039
	Iteration 1F: 3 clusters Score -1242150 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1242481.250000 Penalty: 4358.915039
	Iteration 2F: 3 clusters Score -1242481 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1242797.875000 Penalty: 4358.915039
	Iteration 3F: 3 clusters Score -1242798 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1243081.375000 Penalty: 4358.915039
	Iteration 4F: 3 clusters Score -1243081 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1243323.250000 Penalty: 4358.915039
	Iteration 5Q: 3 clusters Score -1243323 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1243540.125000 Penalty: 4358.915039
	Iteration 6Q: 3 clusters Score -1243540 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1243728.625000 Penalty: 4358.915039
	Iteration 7Q: 3 clusters Score -1243729 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1243875.625000 Penalty: 4358.915039
	Iteration 8Q: 3 clusters Score -1243876 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1244007.625000 Penalty: 4358.915039
	Iteration 9Q: 3 clusters Score -1244008 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1244126.375000 Penalty: 4358.915039
	Iteration 10Q: 3 clusters Score -1244126 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1244217.500000 Penalty: 4358.915039
	Iteration 11Q: 3 clusters Score -1244218 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1244294.750000 Penalty: 4358.915039
	Iteration 12Q: 3 clusters Score -1244295 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1244377.500000 Penalty: 4358.915039
	Iteration 13Q: 3 clusters Score -1244378 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1244451.125000 Penalty: 4358.915039
	Iteration 14Q: 3 clusters Score -1244451 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1244548.500000 Penalty: 4358.915039
	Iteration 15Q: 3 clusters Score -1244548 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1244659.125000 Penalty: 4358.915039
	Iteration 16Q: 3 clusters Score -1244659 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1244744.750000 Penalty: 4358.915039
	Iteration 17Q: 3 clusters Score -1244745 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1244797.000000 Penalty: 4358.915039
	Iteration 18Q: 3 clusters Score -1244797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1244836.125000 Penalty: 4358.915039
	Iteration 19Q: 3 clusters Score -1244836 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1244871.625000 Penalty: 4358.915039
	Iteration 20F: 3 clusters Score -1244872 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1244901.750000 Penalty: 4358.915039
	Iteration 21Q: 3 clusters Score -1244902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1244933.000000 Penalty: 4358.915039
	Iteration 22Q: 3 clusters Score -1244933 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1244960.625000 Penalty: 4358.915039
	Iteration 23Q: 3 clusters Score -1244961 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1244988.250000 Penalty: 4358.915039
	Iteration 24Q: 3 clusters Score -1244988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1245012.000000 Penalty: 4358.915039
	Iteration 25Q: 3 clusters Score -1245012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1245026.125000 Penalty: 4358.915039
	Iteration 26Q: 3 clusters Score -1245026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1245037.375000 Penalty: 4358.915039
	Iteration 27Q: 3 clusters Score -1245037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1245055.875000 Penalty: 4358.915039
	Iteration 28Q: 3 clusters Score -1245056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1245065.250000 Penalty: 4358.915039
	Iteration 29Q: 3 clusters Score -1245065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1245072.500000 Penalty: 4358.915039
	Iteration 30Q: 3 clusters Score -1245072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1245084.750000 Penalty: 4358.915039
	Iteration 31Q: 3 clusters Score -1245085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1245092.000000 Penalty: 4358.915039
	Iteration 32Q: 3 clusters Score -1245092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1245101.500000 Penalty: 4358.915039
	Iteration 33Q: 3 clusters Score -1245102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1245108.125000 Penalty: 4358.915039
	Iteration 34Q: 3 clusters Score -1245108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1245112.625000 Penalty: 4358.915039
	Iteration 35Q: 3 clusters Score -1245113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1245120.750000 Penalty: 4358.915039
	Iteration 36Q: 3 clusters Score -1245121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1245124.875000 Penalty: 4358.915039
	Iteration 37Q: 3 clusters Score -1245125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1245136.500000 Penalty: 4358.915039
	Iteration 38Q: 3 clusters Score -1245136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1245145.125000 Penalty: 4358.915039
	Iteration 39Q: 3 clusters Score -1245145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1245150.500000 Penalty: 4358.915039
	Iteration 40F: 3 clusters Score -1245150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1245152.250000 Penalty: 4358.915039
	Iteration 41Q: 3 clusters Score -1245152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1245154.750000 Penalty: 4358.915039
	Iteration 42Q: 3 clusters Score -1245155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1245159.625000 Penalty: 4358.915039
	Iteration 43Q: 3 clusters Score -1245160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1245163.500000 Penalty: 4358.915039
	Iteration 44Q: 3 clusters Score -1245164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1245172.250000 Penalty: 4358.915039
	Iteration 45Q: 3 clusters Score -1245172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1245176.875000 Penalty: 4358.915039
	Iteration 46Q: 3 clusters Score -1245177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1245178.375000 Penalty: 4358.915039
	Iteration 47Q: 3 clusters Score -1245178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1245183.750000 Penalty: 4358.915039
	Iteration 48Q: 3 clusters Score -1245184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1245188.000000 Penalty: 4358.915039
	Iteration 49Q: 3 clusters Score -1245188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1245192.125000 Penalty: 4358.915039
	Iteration 50Q: 3 clusters Score -1245192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1245198.250000 Penalty: 4358.915039
	Iteration 51Q: 3 clusters Score -1245198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1245201.375000 Penalty: 4358.915039
	Iteration 52Q: 3 clusters Score -1245201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1245205.375000 Penalty: 4358.915039
	Iteration 53Q: 3 clusters Score -1245205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1245212.375000 Penalty: 4358.915039
	Iteration 54Q: 3 clusters Score -1245212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1245214.750000 Penalty: 4358.915039
	Iteration 55Q: 3 clusters Score -1245215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1245215.375000 Penalty: 4358.915039
	Iteration 56Q: 3 clusters Score -1245215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1245218.750000 Penalty: 4358.915039
	Iteration 57Q: 3 clusters Score -1245219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1245220.000000 Penalty: 4358.915039
	Iteration 58Q: 3 clusters Score -1245220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1245221.500000 Penalty: 4358.915039
	Iteration 59Q: 3 clusters Score -1245222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1245221.250000 Penalty: 4358.915039
	Iteration 60F: 3 clusters Score -1245221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1245221.750000 Penalty: 4358.915039
	Iteration 61Q: 3 clusters Score -1245222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1245222.375000 Penalty: 4358.915039
	Iteration 62Q: 3 clusters Score -1245222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1245221.750000 Penalty: 4358.915039
	Iteration 63Q: 3 clusters Score -1245222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1245221.750000 Penalty: 4358.915039
	Iteration 64F: 3 clusters Score -1245222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Entering Unmasked Estep 
Score: -2884815.500000 Penalty: 2371.231934
	Iteration 0F: 2 clusters Score -2884816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2874532.000000 Penalty: 4742.463867
	Iteration 0F: 3 clusters Score -2874532 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2877818.250000 Penalty: 4742.463867
	Iteration 1F: 3 clusters Score -2877818 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2878218.500000 Penalty: 4742.463867
	Iteration 2F: 3 clusters Score -2878218 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2878543.000000 Penalty: 4742.463867
	Iteration 3F: 3 clusters Score -2878543 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2878820.750000 Penalty: 4742.463867
	Iteration 4Q: 3 clusters Score -2878821 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2879029.750000 Penalty: 4742.463867
	Iteration 5Q: 3 clusters Score -2879030 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2879211.000000 Penalty: 4742.463867
	Iteration 6Q: 3 clusters Score -2879211 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2879348.000000 Penalty: 4742.463867
	Iteration 7Q: 3 clusters Score -2879348 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2879479.000000 Penalty: 4742.463867
	Iteration 8Q: 3 clusters Score -2879479 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2879604.250000 Penalty: 4742.463867
	Iteration 9Q: 3 clusters Score -2879604 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2879689.250000 Penalty: 4742.463867
	Iteration 10Q: 3 clusters Score -2879689 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2879779.500000 Penalty: 4742.463867
	Iteration 11Q: 3 clusters Score -2879780 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2879874.750000 Penalty: 4742.463867
	Iteration 12Q: 3 clusters Score -2879875 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2880008.500000 Penalty: 4742.463867
	Iteration 13Q: 3 clusters Score -2880008 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2880136.500000 Penalty: 4742.463867
	Iteration 14Q: 3 clusters Score -2880136 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2880300.500000 Penalty: 4742.463867
	Iteration 15Q: 3 clusters Score -2880300 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2880499.250000 Penalty: 4742.463867
	Iteration 16Q: 3 clusters Score -2880499 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2880696.750000 Penalty: 4742.463867
	Iteration 17Q: 3 clusters Score -2880697 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2880923.500000 Penalty: 4742.463867
	Iteration 18Q: 3 clusters Score -2880924 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2881171.500000 Penalty: 4742.463867
	Iteration 19Q: 3 clusters Score -2881172 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2881426.750000 Penalty: 4742.463867
	Iteration 20F: 3 clusters Score -2881427 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2881696.750000 Penalty: 4742.463867
	Iteration 21Q: 3 clusters Score -2881697 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2881927.750000 Penalty: 4742.463867
	Iteration 22Q: 3 clusters Score -2881928 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2882140.750000 Penalty: 4742.463867
	Iteration 23Q: 3 clusters Score -2882141 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2882315.500000 Penalty: 4742.463867
	Iteration 24Q: 3 clusters Score -2882316 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2882443.500000 Penalty: 4742.463867
	Iteration 25Q: 3 clusters Score -2882444 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2882535.750000 Penalty: 4742.463867
	Iteration 26Q: 3 clusters Score -2882536 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2882609.750000 Penalty: 4742.463867
	Iteration 27Q: 3 clusters Score -2882610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2882668.000000 Penalty: 4742.463867
	Iteration 28Q: 3 clusters Score -2882668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2882712.000000 Penalty: 4742.463867
	Iteration 29Q: 3 clusters Score -2882712 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2882747.500000 Penalty: 4742.463867
	Iteration 30Q: 3 clusters Score -2882748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2882789.750000 Penalty: 4742.463867
	Iteration 31Q: 3 clusters Score -2882790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2882810.000000 Penalty: 4742.463867
	Iteration 32Q: 3 clusters Score -2882810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2882827.250000 Penalty: 4742.463867
	Iteration 33Q: 3 clusters Score -2882827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2882851.250000 Penalty: 4742.463867
	Iteration 34Q: 3 clusters Score -2882851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2882869.000000 Penalty: 4742.463867
	Iteration 35Q: 3 clusters Score -2882869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2882879.750000 Penalty: 4742.463867
	Iteration 36Q: 3 clusters Score -2882880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2882881.500000 Penalty: 4742.463867
	Iteration 37Q: 3 clusters Score -2882882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2882886.750000 Penalty: 4742.463867
	Iteration 38Q: 3 clusters Score -2882887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2882890.500000 Penalty: 4742.463867
	Iteration 39Q: 3 clusters Score -2882890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2882898.500000 Penalty: 4742.463867
	Iteration 40F: 3 clusters Score -2882898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2882900.250000 Penalty: 4742.463867
	Iteration 41Q: 3 clusters Score -2882900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2882908.000000 Penalty: 4742.463867
	Iteration 42Q: 3 clusters Score -2882908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2882907.000000 Penalty: 4742.463867
	Iteration 43Q: 3 clusters Score -2882907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2882909.000000 Penalty: 4742.463867
	Iteration 44Q: 3 clusters Score -2882909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2882909.000000 Penalty: 4742.463867
	Iteration 45Q: 3 clusters Score -2882909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2882909.000000 Penalty: 4742.463867
	Iteration 46F: 3 clusters Score -2882909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Entering Unmasked Estep 
Score: -980413.000000 Penalty: 2113.402100
	Iteration 0F: 2 clusters Score -980413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -975898.187500 Penalty: 4226.804199
	Iteration 0F: 3 clusters Score -975898.2 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -977246.000000 Penalty: 4226.804199
	Iteration 1F: 3 clusters Score -977246 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -977747.000000 Penalty: 4226.804199
	Iteration 2F: 3 clusters Score -977747 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -978108.062500 Penalty: 4226.804199
	Iteration 3F: 3 clusters Score -978108.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -978421.000000 Penalty: 4226.804199
	Iteration 4F: 3 clusters Score -978421 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -978698.687500 Penalty: 4226.804199
	Iteration 5F: 3 clusters Score -978698.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -978925.062500 Penalty: 4226.804199
	Iteration 6Q: 3 clusters Score -978925.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -979113.062500 Penalty: 4226.804199
	Iteration 7Q: 3 clusters Score -979113.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -979297.875000 Penalty: 4226.804199
	Iteration 8Q: 3 clusters Score -979297.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -979467.750000 Penalty: 4226.804199
	Iteration 9Q: 3 clusters Score -979467.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -979635.625000 Penalty: 4226.804199
	Iteration 10Q: 3 clusters Score -979635.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -979761.250000 Penalty: 4226.804199
	Iteration 11Q: 3 clusters Score -979761.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -979870.937500 Penalty: 4226.804199
	Iteration 12Q: 3 clusters Score -979870.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -979949.812500 Penalty: 4226.804199
	Iteration 13Q: 3 clusters Score -979949.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -979983.437500 Penalty: 4226.804199
	Iteration 14Q: 3 clusters Score -979983.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -980006.937500 Penalty: 4226.804199
	Iteration 15Q: 3 clusters Score -980006.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -980018.187500 Penalty: 4226.804199
	Iteration 16Q: 3 clusters Score -980018.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -980025.000000 Penalty: 4226.804199
	Iteration 17Q: 3 clusters Score -980025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -980029.625000 Penalty: 4226.804199
	Iteration 18Q: 3 clusters Score -980029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -980029.125000 Penalty: 4226.804199
	Iteration 19Q: 3 clusters Score -980029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -980029.312500 Penalty: 4226.804199
	Iteration 20F: 3 clusters Score -980029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -980030.437500 Penalty: 4226.804199
	Iteration 21Q: 3 clusters Score -980030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -980030.000000 Penalty: 4226.804199
	Iteration 22Q: 3 clusters Score -980030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -980032.062500 Penalty: 4226.804199
	Iteration 23Q: 3 clusters Score -980032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -980033.312500 Penalty: 4226.804199
	Iteration 24Q: 3 clusters Score -980033.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -980033.187500 Penalty: 4226.804199
	Iteration 25Q: 3 clusters Score -980033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -980033.812500 Penalty: 4226.804199
	Iteration 26Q: 3 clusters Score -980033.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -980033.812500 Penalty: 4226.804199
	Iteration 27F: 3 clusters Score -980033.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -539493.500000 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -539493.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -536224.875000 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -536224.9 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -537020.812500 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -537020.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -537439.375000 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -537439.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -537905.562500 Penalty: 3974.453857
	Iteration 3F: 3 clusters Score -537905.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -538489.687500 Penalty: 3974.453857
	Iteration 4F: 3 clusters Score -538489.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -539060.562500 Penalty: 3974.453857
	Iteration 5F: 3 clusters Score -539060.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -539409.812500 Penalty: 3974.453857
	Iteration 6F: 3 clusters Score -539409.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -539608.125000 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -539608.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -539706.625000 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -539706.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -539758.125000 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -539758.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -539791.375000 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -539791.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -539818.562500 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -539818.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -539833.312500 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -539833.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -539841.000000 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -539841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -539845.750000 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -539845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -539851.625000 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -539851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -539852.187500 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -539852.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -539852.187500 Penalty: 3974.453857
	Iteration 17F: 3 clusters Score -539852.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14996 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27791 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14546 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14206 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 37092 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25699 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 6018 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22423 members 
Mstep: Class 30 contains 44726 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 23012 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26800 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17085 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26550 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8707 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27727 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
Score: -84204032.000000 Penalty: 167425.093750
Splitting cluster 16 changes total score from -84205120.000000 to -84204032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (37092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Entering Unmasked Estep 
Score: -7243648.500000 Penalty: 2609.246826
	Iteration 0F: 2 clusters Score -7243648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -7223115.500000 Penalty: 5218.493652
	Iteration 0F: 3 clusters Score -7223116 nChanged 16904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -7232476.500000 Penalty: 5218.493652
	Iteration 1F: 3 clusters Score -7232476 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -7232949.500000 Penalty: 5218.493652
	Iteration 2Q: 3 clusters Score -7232950 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -7233422.500000 Penalty: 5218.493652
	Iteration 3Q: 3 clusters Score -7233422 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -7233880.000000 Penalty: 5218.493652
	Iteration 4Q: 3 clusters Score -7233880 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -7234307.500000 Penalty: 5218.493652
	Iteration 5Q: 3 clusters Score -7234308 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -7234717.000000 Penalty: 5218.493652
	Iteration 6Q: 3 clusters Score -7234717 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -7235179.500000 Penalty: 5218.493652
	Iteration 7Q: 3 clusters Score -7235180 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -7235763.000000 Penalty: 5218.493652
	Iteration 8Q: 3 clusters Score -7235763 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -7236543.500000 Penalty: 5218.493652
	Iteration 9Q: 3 clusters Score -7236544 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -7237592.000000 Penalty: 5218.493652
	Iteration 10Q: 3 clusters Score -7237592 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -7238728.500000 Penalty: 5218.493652
	Iteration 11Q: 3 clusters Score -7238728 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -7239652.000000 Penalty: 5218.493652
	Iteration 12Q: 3 clusters Score -7239652 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -7240235.500000 Penalty: 5218.493652
	Iteration 13Q: 3 clusters Score -7240236 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -7240477.000000 Penalty: 5218.493652
	Iteration 14Q: 3 clusters Score -7240477 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -7240546.000000 Penalty: 5218.493652
	Iteration 15Q: 3 clusters Score -7240546 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -7240636.000000 Penalty: 5218.493652
	Iteration 16Q: 3 clusters Score -7240636 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -7240777.000000 Penalty: 5218.493652
	Iteration 17Q: 3 clusters Score -7240777 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -7240855.000000 Penalty: 5218.493652
	Iteration 18Q: 3 clusters Score -7240855 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -7240963.000000 Penalty: 5218.493652
	Iteration 19Q: 3 clusters Score -7240963 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -7241078.500000 Penalty: 5218.493652
	Iteration 20F: 3 clusters Score -7241078 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -7241261.500000 Penalty: 5218.493652
	Iteration 21Q: 3 clusters Score -7241262 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -7241448.000000 Penalty: 5218.493652
	Iteration 22Q: 3 clusters Score -7241448 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -7241646.000000 Penalty: 5218.493652
	Iteration 23Q: 3 clusters Score -7241646 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -7241828.000000 Penalty: 5218.493652
	Iteration 24Q: 3 clusters Score -7241828 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -7242104.000000 Penalty: 5218.493652
	Iteration 25Q: 3 clusters Score -7242104 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -7242355.500000 Penalty: 5218.493652
	Iteration 26Q: 3 clusters Score -7242356 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -7242603.000000 Penalty: 5218.493652
	Iteration 27Q: 3 clusters Score -7242603 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -7242880.500000 Penalty: 5218.493652
	Iteration 28Q: 3 clusters Score -7242880 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -7243059.500000 Penalty: 5218.493652
	Iteration 29Q: 3 clusters Score -7243060 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -7243244.000000 Penalty: 5218.493652
	Iteration 30Q: 3 clusters Score -7243244 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -7243361.500000 Penalty: 5218.493652
	Iteration 31Q: 3 clusters Score -7243362 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -7243482.500000 Penalty: 5218.493652
	Iteration 32Q: 3 clusters Score -7243482 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -7243564.000000 Penalty: 5218.493652
	Iteration 33Q: 3 clusters Score -7243564 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -7243679.500000 Penalty: 5218.493652
	Iteration 34Q: 3 clusters Score -7243680 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -7243732.000000 Penalty: 5218.493652
	Iteration 35Q: 3 clusters Score -7243732 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -7243801.500000 Penalty: 5218.493652
	Iteration 36Q: 3 clusters Score -7243802 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -7243840.500000 Penalty: 5218.493652
	Iteration 37Q: 3 clusters Score -7243840 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -7243857.000000 Penalty: 5218.493652
	Iteration 38Q: 3 clusters Score -7243857 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -7243903.000000 Penalty: 5218.493652
	Iteration 39Q: 3 clusters Score -7243903 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -7244060.000000 Penalty: 5218.493652
	Iteration 40F: 3 clusters Score -7244060 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -7244143.500000 Penalty: 5218.493652
	Iteration 41Q: 3 clusters Score -7244144 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -7244242.500000 Penalty: 5218.493652
	Iteration 42Q: 3 clusters Score -7244242 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -7244337.500000 Penalty: 5218.493652
	Iteration 43Q: 3 clusters Score -7244338 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -7244320.500000 Penalty: 5218.493652
	Iteration 44Q: 3 clusters Score -7244320 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -7244346.000000 Penalty: 5218.493652
	Iteration 45Q: 3 clusters Score -7244346 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -7244398.000000 Penalty: 5218.493652
	Iteration 46Q: 3 clusters Score -7244398 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -7244444.500000 Penalty: 5218.493652
	Iteration 47Q: 3 clusters Score -7244444 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -7244441.500000 Penalty: 5218.493652
	Iteration 48Q: 3 clusters Score -7244442 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -7244478.500000 Penalty: 5218.493652
	Iteration 49Q: 3 clusters Score -7244478 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -7244497.000000 Penalty: 5218.493652
	Iteration 50Q: 3 clusters Score -7244497 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -7244544.000000 Penalty: 5218.493652
	Iteration 51Q: 3 clusters Score -7244544 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -7244559.500000 Penalty: 5218.493652
	Iteration 52Q: 3 clusters Score -7244560 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -7244578.000000 Penalty: 5218.493652
	Iteration 53Q: 3 clusters Score -7244578 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -7244605.500000 Penalty: 5218.493652
	Iteration 54Q: 3 clusters Score -7244606 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -7244611.500000 Penalty: 5218.493652
	Iteration 55Q: 3 clusters Score -7244612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -7244624.500000 Penalty: 5218.493652
	Iteration 56Q: 3 clusters Score -7244624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -7244636.500000 Penalty: 5218.493652
	Iteration 57Q: 3 clusters Score -7244636 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -7244640.500000 Penalty: 5218.493652
	Iteration 58Q: 3 clusters Score -7244640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -7244658.500000 Penalty: 5218.493652
	Iteration 59Q: 3 clusters Score -7244658 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -7244685.500000 Penalty: 5218.493652
	Iteration 60F: 3 clusters Score -7244686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -7244701.500000 Penalty: 5218.493652
	Iteration 61Q: 3 clusters Score -7244702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -7244712.500000 Penalty: 5218.493652
	Iteration 62Q: 3 clusters Score -7244712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -7244711.500000 Penalty: 5218.493652
	Iteration 63Q: 3 clusters Score -7244712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -7244723.500000 Penalty: 5218.493652
	Iteration 64Q: 3 clusters Score -7244724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -7244720.500000 Penalty: 5218.493652
	Iteration 65Q: 3 clusters Score -7244720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -7244729.500000 Penalty: 5218.493652
	Iteration 66Q: 3 clusters Score -7244730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -7244726.000000 Penalty: 5218.493652
	Iteration 67Q: 3 clusters Score -7244726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -7244727.000000 Penalty: 5218.493652
	Iteration 68Q: 3 clusters Score -7244727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -7244716.000000 Penalty: 5218.493652
	Iteration 69Q: 3 clusters Score -7244716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -7244707.000000 Penalty: 5218.493652
	Iteration 70Q: 3 clusters Score -7244707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -7244694.500000 Penalty: 5218.493652
	Iteration 71Q: 3 clusters Score -7244694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -7244694.000000 Penalty: 5218.493652
	Iteration 72Q: 3 clusters Score -7244694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -7244695.000000 Penalty: 5218.493652
	Iteration 73Q: 3 clusters Score -7244695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -7244697.500000 Penalty: 5218.493652
	Iteration 74Q: 3 clusters Score -7244698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -7244707.500000 Penalty: 5218.493652
	Iteration 75Q: 3 clusters Score -7244708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -7244721.000000 Penalty: 5218.493652
	Iteration 76Q: 3 clusters Score -7244721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -7244715.500000 Penalty: 5218.493652
	Iteration 77Q: 3 clusters Score -7244716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -7244702.500000 Penalty: 5218.493652
	Iteration 78Q: 3 clusters Score -7244702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -7244704.500000 Penalty: 5218.493652
	Iteration 79Q: 3 clusters Score -7244704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -7244701.000000 Penalty: 5218.493652
	Iteration 80F: 3 clusters Score -7244701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -7244706.500000 Penalty: 5218.493652
	Iteration 81Q: 3 clusters Score -7244706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -7244710.500000 Penalty: 5218.493652
	Iteration 82Q: 3 clusters Score -7244710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -7244715.500000 Penalty: 5218.493652
	Iteration 83Q: 3 clusters Score -7244716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -7244713.500000 Penalty: 5218.493652
	Iteration 84Q: 3 clusters Score -7244714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -7244710.500000 Penalty: 5218.493652
	Iteration 85Q: 3 clusters Score -7244710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -7244710.500000 Penalty: 5218.493652
	Iteration 86F: 3 clusters Score -7244710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 14996 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27791 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14546 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14206 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 22076 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25699 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 6018 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22423 members 
Mstep: Class 30 contains 44726 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 23012 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26800 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17085 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26550 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8707 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27727 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
Score: -84205488.000000 Penalty: 167425.093750
Splitting cluster 17 changes total score from -84205120.000000 to -84205488.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 18 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -26256.578125 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -26256.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25265.156250 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -25265.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25415.080078 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -25415.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25465.261719 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -25465.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25513.822266 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -25513.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25537.968750 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -25537.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25574.144531 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -25574.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25595.513672 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -25595.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25616.285156 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -25616.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25642.929688 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -25642.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25646.773438 Penalty: 2812.260986
	Iteration 9Q: 3 clusters Score -25646.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25652.156250 Penalty: 2812.260986
	Iteration 10Q: 3 clusters Score -25652.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25652.156250 Penalty: 2812.260986
	Iteration 11F: 3 clusters Score -25652.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -127051.679688 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -127051.7 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 362 members 
Entering Unmasked Estep 
Score: -125393.703125 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -125393.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -125776.687500 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -125776.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -125958.390625 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -125958.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -126119.328125 Penalty: 3261.928711
	Iteration 3F: 3 clusters Score -126119.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -126328.242188 Penalty: 3261.928711
	Iteration 4Q: 3 clusters Score -126328.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -126510.406250 Penalty: 3261.928711
	Iteration 5F: 3 clusters Score -126510.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126678.109375 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -126678.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126716.210938 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -126716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126731.546875 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -126731.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -126741.742188 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -126741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -126753.726562 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -126753.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -126761.171875 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -126761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -126768.492188 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -126768.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -126773.132812 Penalty: 3261.928711
	Iteration 13Q: 3 clusters Score -126773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -126773.843750 Penalty: 3261.928711
	Iteration 14Q: 3 clusters Score -126773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -126778.046875 Penalty: 3261.928711
	Iteration 15Q: 3 clusters Score -126778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -126784.382812 Penalty: 3261.928711
	Iteration 16Q: 3 clusters Score -126784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -126794.757812 Penalty: 3261.928711
	Iteration 17Q: 3 clusters Score -126794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -126804.468750 Penalty: 3261.928711
	Iteration 18Q: 3 clusters Score -126804.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -126805.820312 Penalty: 3261.928711
	Iteration 19Q: 3 clusters Score -126805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -126810.460938 Penalty: 3261.928711
	Iteration 20F: 3 clusters Score -126810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -126812.195312 Penalty: 3261.928711
	Iteration 21Q: 3 clusters Score -126812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -126812.195312 Penalty: 3261.928711
	Iteration 22F: 3 clusters Score -126812.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -46476.218750 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -46476.22 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 133 members 
Entering Unmasked Estep 
Score: -45263.414062 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -45263.41 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45533.937500 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -45533.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45612.007812 Penalty: 2835.645752
	Iteration 2F: 3 clusters Score -45612.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45638.644531 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -45638.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45664.187500 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -45664.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45666.816406 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -45666.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45668.800781 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -45668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45668.800781 Penalty: 2835.645752
	Iteration 7F: 3 clusters Score -45668.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -94599.898438 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -94599.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -93122.515625 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -93122.52 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -93368.140625 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -93368.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -93504.171875 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -93504.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -93568.562500 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -93568.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -93641.023438 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -93641.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -93703.773438 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -93703.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -93827.593750 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -93827.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -93901.101562 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -93901.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -93937.820312 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -93937.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -93945.125000 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -93945.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -93948.867188 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -93948.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -93952.976562 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -93952.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -93960.085938 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -93960.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -93965.375000 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -93965.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -93973.757812 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -93973.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -93973.757812 Penalty: 3128.816650
	Iteration 15F: 3 clusters Score -93973.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Entering Unmasked Estep 
Score: -5042989.500000 Penalty: 2518.243408
	Iteration 0F: 2 clusters Score -5042990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -5026089.000000 Penalty: 5036.486816
	Iteration 0F: 3 clusters Score -5026089 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -5032281.500000 Penalty: 5036.486816
	Iteration 1F: 3 clusters Score -5032282 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -5032819.500000 Penalty: 5036.486816
	Iteration 2F: 3 clusters Score -5032820 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -5033457.000000 Penalty: 5036.486816
	Iteration 3Q: 3 clusters Score -5033457 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -5034164.500000 Penalty: 5036.486816
	Iteration 4Q: 3 clusters Score -5034164 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -5034936.500000 Penalty: 5036.486816
	Iteration 5Q: 3 clusters Score -5034936 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -5035759.000000 Penalty: 5036.486816
	Iteration 6F: 3 clusters Score -5035759 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -5036667.500000 Penalty: 5036.486816
	Iteration 7Q: 3 clusters Score -5036668 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -5037530.000000 Penalty: 5036.486816
	Iteration 8Q: 3 clusters Score -5037530 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -5038256.000000 Penalty: 5036.486816
	Iteration 9Q: 3 clusters Score -5038256 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -5038838.000000 Penalty: 5036.486816
	Iteration 10Q: 3 clusters Score -5038838 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -5039232.000000 Penalty: 5036.486816
	Iteration 11Q: 3 clusters Score -5039232 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -5039563.000000 Penalty: 5036.486816
	Iteration 12Q: 3 clusters Score -5039563 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -5039809.000000 Penalty: 5036.486816
	Iteration 13Q: 3 clusters Score -5039809 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -5039978.000000 Penalty: 5036.486816
	Iteration 14Q: 3 clusters Score -5039978 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -5040101.000000 Penalty: 5036.486816
	Iteration 15Q: 3 clusters Score -5040101 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -5040237.000000 Penalty: 5036.486816
	Iteration 16Q: 3 clusters Score -5040237 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -5040324.000000 Penalty: 5036.486816
	Iteration 17Q: 3 clusters Score -5040324 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -5040425.000000 Penalty: 5036.486816
	Iteration 18Q: 3 clusters Score -5040425 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -5040479.000000 Penalty: 5036.486816
	Iteration 19Q: 3 clusters Score -5040479 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -5040553.500000 Penalty: 5036.486816
	Iteration 20F: 3 clusters Score -5040554 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -5040591.500000 Penalty: 5036.486816
	Iteration 21Q: 3 clusters Score -5040592 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -5040660.500000 Penalty: 5036.486816
	Iteration 22Q: 3 clusters Score -5040660 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -5040692.000000 Penalty: 5036.486816
	Iteration 23Q: 3 clusters Score -5040692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -5040713.000000 Penalty: 5036.486816
	Iteration 24Q: 3 clusters Score -5040713 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -5040732.000000 Penalty: 5036.486816
	Iteration 25Q: 3 clusters Score -5040732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -5040756.500000 Penalty: 5036.486816
	Iteration 26Q: 3 clusters Score -5040756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -5040772.000000 Penalty: 5036.486816
	Iteration 27Q: 3 clusters Score -5040772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -5040778.500000 Penalty: 5036.486816
	Iteration 28Q: 3 clusters Score -5040778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -5040807.000000 Penalty: 5036.486816
	Iteration 29Q: 3 clusters Score -5040807 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -5040817.500000 Penalty: 5036.486816
	Iteration 30Q: 3 clusters Score -5040818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -5040825.000000 Penalty: 5036.486816
	Iteration 31Q: 3 clusters Score -5040825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -5040833.500000 Penalty: 5036.486816
	Iteration 32Q: 3 clusters Score -5040834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -5040836.500000 Penalty: 5036.486816
	Iteration 33Q: 3 clusters Score -5040836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -5040853.500000 Penalty: 5036.486816
	Iteration 34Q: 3 clusters Score -5040854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -5040862.000000 Penalty: 5036.486816
	Iteration 35Q: 3 clusters Score -5040862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -5040865.000000 Penalty: 5036.486816
	Iteration 36Q: 3 clusters Score -5040865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -5040868.500000 Penalty: 5036.486816
	Iteration 37Q: 3 clusters Score -5040868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -5040869.500000 Penalty: 5036.486816
	Iteration 38Q: 3 clusters Score -5040870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -5040872.000000 Penalty: 5036.486816
	Iteration 39Q: 3 clusters Score -5040872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -5040886.000000 Penalty: 5036.486816
	Iteration 40F: 3 clusters Score -5040886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -5040888.000000 Penalty: 5036.486816
	Iteration 41Q: 3 clusters Score -5040888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -5040882.500000 Penalty: 5036.486816
	Iteration 42Q: 3 clusters Score -5040882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -5040884.000000 Penalty: 5036.486816
	Iteration 43Q: 3 clusters Score -5040884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -5040882.500000 Penalty: 5036.486816
	Iteration 44Q: 3 clusters Score -5040882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -5040893.000000 Penalty: 5036.486816
	Iteration 45Q: 3 clusters Score -5040893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -5040891.000000 Penalty: 5036.486816
	Iteration 46Q: 3 clusters Score -5040891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -5040889.500000 Penalty: 5036.486816
	Iteration 47Q: 3 clusters Score -5040890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -5040894.000000 Penalty: 5036.486816
	Iteration 48Q: 3 clusters Score -5040894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -5040889.000000 Penalty: 5036.486816
	Iteration 49Q: 3 clusters Score -5040889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -5040893.500000 Penalty: 5036.486816
	Iteration 50Q: 3 clusters Score -5040894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -5040893.500000 Penalty: 5036.486816
	Iteration 51Q: 3 clusters Score -5040894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -5040896.500000 Penalty: 5036.486816
	Iteration 52Q: 3 clusters Score -5040896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -5040896.500000 Penalty: 5036.486816
	Iteration 53Q: 3 clusters Score -5040896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -5040896.500000 Penalty: 5036.486816
	Iteration 54F: 3 clusters Score -5040896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -409700.593750 Penalty: 1913.018555
	Iteration 0F: 2 clusters Score -409700.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -407012.781250 Penalty: 3826.037109
	Iteration 0F: 3 clusters Score -407012.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -407759.562500 Penalty: 3826.037109
	Iteration 1F: 3 clusters Score -407759.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -408065.437500 Penalty: 3826.037109
	Iteration 2F: 3 clusters Score -408065.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -408347.968750 Penalty: 3826.037109
	Iteration 3F: 3 clusters Score -408348 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -408584.218750 Penalty: 3826.037109
	Iteration 4F: 3 clusters Score -408584.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -408751.781250 Penalty: 3826.037109
	Iteration 5F: 3 clusters Score -408751.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -408846.343750 Penalty: 3826.037109
	Iteration 6Q: 3 clusters Score -408846.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -408931.531250 Penalty: 3826.037109
	Iteration 7Q: 3 clusters Score -408931.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -409022.812500 Penalty: 3826.037109
	Iteration 8Q: 3 clusters Score -409022.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -409107.375000 Penalty: 3826.037109
	Iteration 9Q: 3 clusters Score -409107.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -409174.531250 Penalty: 3826.037109
	Iteration 10Q: 3 clusters Score -409174.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -409218.562500 Penalty: 3826.037109
	Iteration 11Q: 3 clusters Score -409218.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -409270.875000 Penalty: 3826.037109
	Iteration 12Q: 3 clusters Score -409270.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -409305.625000 Penalty: 3826.037109
	Iteration 13Q: 3 clusters Score -409305.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -409329.468750 Penalty: 3826.037109
	Iteration 14Q: 3 clusters Score -409329.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -409345.375000 Penalty: 3826.037109
	Iteration 15Q: 3 clusters Score -409345.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -409356.031250 Penalty: 3826.037109
	Iteration 16Q: 3 clusters Score -409356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -409370.156250 Penalty: 3826.037109
	Iteration 17Q: 3 clusters Score -409370.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -409381.031250 Penalty: 3826.037109
	Iteration 18Q: 3 clusters Score -409381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -409388.125000 Penalty: 3826.037109
	Iteration 19Q: 3 clusters Score -409388.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -409394.968750 Penalty: 3826.037109
	Iteration 20F: 3 clusters Score -409395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -409398.812500 Penalty: 3826.037109
	Iteration 21Q: 3 clusters Score -409398.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -409402.031250 Penalty: 3826.037109
	Iteration 22Q: 3 clusters Score -409402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -409403.812500 Penalty: 3826.037109
	Iteration 23Q: 3 clusters Score -409403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -409404.312500 Penalty: 3826.037109
	Iteration 24Q: 3 clusters Score -409404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -409406.125000 Penalty: 3826.037109
	Iteration 25Q: 3 clusters Score -409406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -409406.343750 Penalty: 3826.037109
	Iteration 26Q: 3 clusters Score -409406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -409407.687500 Penalty: 3826.037109
	Iteration 27Q: 3 clusters Score -409407.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -409408.031250 Penalty: 3826.037109
	Iteration 28Q: 3 clusters Score -409408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -409408.750000 Penalty: 3826.037109
	Iteration 29Q: 3 clusters Score -409408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -409408.750000 Penalty: 3826.037109
	Iteration 30F: 3 clusters Score -409408.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -158917.046875 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -158917 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 494 members 
Entering Unmasked Estep 
Score: -157019.187500 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -157019.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157335.125000 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -157335.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -157483.859375 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -157483.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -157544.203125 Penalty: 3409.602539
	Iteration 3Q: 3 clusters Score -157544.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -157571.437500 Penalty: 3409.602539
	Iteration 4Q: 3 clusters Score -157571.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -157597.843750 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -157597.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -157632.515625 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -157632.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -157653.234375 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -157653.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -157676.703125 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -157676.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -157697.843750 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -157697.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -157723.500000 Penalty: 3409.602539
	Iteration 10Q: 3 clusters Score -157723.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -157741.140625 Penalty: 3409.602539
	Iteration 11Q: 3 clusters Score -157741.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -157759.093750 Penalty: 3409.602539
	Iteration 12Q: 3 clusters Score -157759.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -157784.812500 Penalty: 3409.602539
	Iteration 13Q: 3 clusters Score -157784.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -157808.515625 Penalty: 3409.602539
	Iteration 14Q: 3 clusters Score -157808.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -157830.328125 Penalty: 3409.602539
	Iteration 15Q: 3 clusters Score -157830.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -157837.609375 Penalty: 3409.602539
	Iteration 16Q: 3 clusters Score -157837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -157839.453125 Penalty: 3409.602539
	Iteration 17Q: 3 clusters Score -157839.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -157841.406250 Penalty: 3409.602539
	Iteration 18Q: 3 clusters Score -157841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -157850.296875 Penalty: 3409.602539
	Iteration 19Q: 3 clusters Score -157850.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -157879.031250 Penalty: 3409.602539
	Iteration 20F: 3 clusters Score -157879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -157915.656250 Penalty: 3409.602539
	Iteration 21Q: 3 clusters Score -157915.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -157978.421875 Penalty: 3409.602539
	Iteration 22Q: 3 clusters Score -157978.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -158019.234375 Penalty: 3409.602539
	Iteration 23Q: 3 clusters Score -158019.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -158088.109375 Penalty: 3409.602539
	Iteration 24Q: 3 clusters Score -158088.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -158142.828125 Penalty: 3409.602539
	Iteration 25Q: 3 clusters Score -158142.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -158159.843750 Penalty: 3409.602539
	Iteration 26Q: 3 clusters Score -158159.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -158181.296875 Penalty: 3409.602539
	Iteration 27Q: 3 clusters Score -158181.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -158219.718750 Penalty: 3409.602539
	Iteration 28Q: 3 clusters Score -158219.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -158242.718750 Penalty: 3409.602539
	Iteration 29Q: 3 clusters Score -158242.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -158251.859375 Penalty: 3409.602539
	Iteration 30Q: 3 clusters Score -158251.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -158262.156250 Penalty: 3409.602539
	Iteration 31Q: 3 clusters Score -158262.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -158282.296875 Penalty: 3409.602539
	Iteration 32Q: 3 clusters Score -158282.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -158318.203125 Penalty: 3409.602539
	Iteration 33Q: 3 clusters Score -158318.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158353.843750 Penalty: 3409.602539
	Iteration 34Q: 3 clusters Score -158353.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -158396.250000 Penalty: 3409.602539
	Iteration 35Q: 3 clusters Score -158396.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -158415.671875 Penalty: 3409.602539
	Iteration 36Q: 3 clusters Score -158415.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -158419.828125 Penalty: 3409.602539
	Iteration 37Q: 3 clusters Score -158419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -158419.828125 Penalty: 3409.602539
	Iteration 38F: 3 clusters Score -158419.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -440175.500000 Penalty: 1916.319458
	Iteration 0F: 2 clusters Score -440175.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -437444.562500 Penalty: 3832.638916
	Iteration 0F: 3 clusters Score -437444.6 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -437981.343750 Penalty: 3832.638916
	Iteration 1F: 3 clusters Score -437981.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -438117.000000 Penalty: 3832.638916
	Iteration 2F: 3 clusters Score -438117 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -438232.156250 Penalty: 3832.638916
	Iteration 3Q: 3 clusters Score -438232.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -438334.062500 Penalty: 3832.638916
	Iteration 4Q: 3 clusters Score -438334.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -438487.906250 Penalty: 3832.638916
	Iteration 5Q: 3 clusters Score -438487.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -438667.562500 Penalty: 3832.638916
	Iteration 6Q: 3 clusters Score -438667.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -438850.000000 Penalty: 3832.638916
	Iteration 7F: 3 clusters Score -438850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -439006.250000 Penalty: 3832.638916
	Iteration 8F: 3 clusters Score -439006.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -439142.250000 Penalty: 3832.638916
	Iteration 9Q: 3 clusters Score -439142.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -439280.937500 Penalty: 3832.638916
	Iteration 10Q: 3 clusters Score -439280.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -439394.187500 Penalty: 3832.638916
	Iteration 11Q: 3 clusters Score -439394.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -439489.718750 Penalty: 3832.638916
	Iteration 12Q: 3 clusters Score -439489.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -439579.562500 Penalty: 3832.638916
	Iteration 13Q: 3 clusters Score -439579.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -439694.093750 Penalty: 3832.638916
	Iteration 14Q: 3 clusters Score -439694.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -439780.500000 Penalty: 3832.638916
	Iteration 15Q: 3 clusters Score -439780.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -439835.718750 Penalty: 3832.638916
	Iteration 16Q: 3 clusters Score -439835.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -439868.125000 Penalty: 3832.638916
	Iteration 17Q: 3 clusters Score -439868.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -439892.062500 Penalty: 3832.638916
	Iteration 18Q: 3 clusters Score -439892.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -439914.093750 Penalty: 3832.638916
	Iteration 19Q: 3 clusters Score -439914.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -439927.000000 Penalty: 3832.638916
	Iteration 20F: 3 clusters Score -439927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -439936.875000 Penalty: 3832.638916
	Iteration 21Q: 3 clusters Score -439936.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -439948.125000 Penalty: 3832.638916
	Iteration 22Q: 3 clusters Score -439948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -439951.937500 Penalty: 3832.638916
	Iteration 23Q: 3 clusters Score -439951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -439952.781250 Penalty: 3832.638916
	Iteration 24Q: 3 clusters Score -439952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -439956.593750 Penalty: 3832.638916
	Iteration 25Q: 3 clusters Score -439956.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -439958.062500 Penalty: 3832.638916
	Iteration 26Q: 3 clusters Score -439958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -439958.062500 Penalty: 3832.638916
	Iteration 27F: 3 clusters Score -439958.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Entering Unmasked Estep 
Score: -1207828.375000 Penalty: 2158.222412
	Iteration 0F: 2 clusters Score -1207828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1202659.500000 Penalty: 4316.444824
	Iteration 0F: 3 clusters Score -1202660 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1204108.250000 Penalty: 4316.444824
	Iteration 1F: 3 clusters Score -1204108 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1204486.500000 Penalty: 4316.444824
	Iteration 2F: 3 clusters Score -1204486 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1204810.750000 Penalty: 4316.444824
	Iteration 3F: 3 clusters Score -1204811 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1205118.000000 Penalty: 4316.444824
	Iteration 4F: 3 clusters Score -1205118 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1205459.875000 Penalty: 4316.444824
	Iteration 5F: 3 clusters Score -1205460 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1205863.000000 Penalty: 4316.444824
	Iteration 6F: 3 clusters Score -1205863 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1206215.625000 Penalty: 4316.444824
	Iteration 7F: 3 clusters Score -1206216 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1206457.250000 Penalty: 4316.444824
	Iteration 8Q: 3 clusters Score -1206457 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1206608.625000 Penalty: 4316.444824
	Iteration 9Q: 3 clusters Score -1206609 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1206698.000000 Penalty: 4316.444824
	Iteration 10Q: 3 clusters Score -1206698 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1206757.250000 Penalty: 4316.444824
	Iteration 11Q: 3 clusters Score -1206757 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1206800.250000 Penalty: 4316.444824
	Iteration 12Q: 3 clusters Score -1206800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1206832.250000 Penalty: 4316.444824
	Iteration 13Q: 3 clusters Score -1206832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1206853.500000 Penalty: 4316.444824
	Iteration 14Q: 3 clusters Score -1206854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1206869.625000 Penalty: 4316.444824
	Iteration 15Q: 3 clusters Score -1206870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1206885.875000 Penalty: 4316.444824
	Iteration 16Q: 3 clusters Score -1206886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1206901.000000 Penalty: 4316.444824
	Iteration 17Q: 3 clusters Score -1206901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1206915.250000 Penalty: 4316.444824
	Iteration 18Q: 3 clusters Score -1206915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1206922.000000 Penalty: 4316.444824
	Iteration 19Q: 3 clusters Score -1206922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1206934.375000 Penalty: 4316.444824
	Iteration 20F: 3 clusters Score -1206934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1206933.500000 Penalty: 4316.444824
	Iteration 21Q: 3 clusters Score -1206934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1206935.750000 Penalty: 4316.444824
	Iteration 22Q: 3 clusters Score -1206936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1206940.000000 Penalty: 4316.444824
	Iteration 23Q: 3 clusters Score -1206940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1206940.875000 Penalty: 4316.444824
	Iteration 24Q: 3 clusters Score -1206941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1206941.625000 Penalty: 4316.444824
	Iteration 25Q: 3 clusters Score -1206942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1206942.250000 Penalty: 4316.444824
	Iteration 26Q: 3 clusters Score -1206942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1206941.250000 Penalty: 4316.444824
	Iteration 27Q: 3 clusters Score -1206941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1206941.250000 Penalty: 4316.444824
	Iteration 28F: 3 clusters Score -1206941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -14025.152344 Penalty: 1320.106445
	Iteration 0F: 2 clusters Score -14025.15 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 91 members 
Entering Unmasked Estep 
Score: -13106.805664 Penalty: 2640.212891
	Iteration 0F: 3 clusters Score -13106.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13287.591797 Penalty: 2640.212891
	Iteration 1F: 3 clusters Score -13287.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13387.014648 Penalty: 2640.212891
	Iteration 2Q: 3 clusters Score -13387.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13401.232422 Penalty: 2640.212891
	Iteration 3Q: 3 clusters Score -13401.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13437.500000 Penalty: 2640.212891
	Iteration 4Q: 3 clusters Score -13437.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13455.573242 Penalty: 2640.212891
	Iteration 5Q: 3 clusters Score -13455.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13455.573242 Penalty: 2640.212891
	Iteration 6F: 3 clusters Score -13455.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Entering Unmasked Estep 
Score: -820130.625000 Penalty: 2060.616699
	Iteration 0F: 2 clusters Score -820130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -816210.250000 Penalty: 4121.233398
	Iteration 0F: 3 clusters Score -816210.2 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -817134.312500 Penalty: 4121.233398
	Iteration 1F: 3 clusters Score -817134.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -817316.437500 Penalty: 4121.233398
	Iteration 2F: 3 clusters Score -817316.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -817444.875000 Penalty: 4121.233398
	Iteration 3Q: 3 clusters Score -817444.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -817542.437500 Penalty: 4121.233398
	Iteration 4Q: 3 clusters Score -817542.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -817631.500000 Penalty: 4121.233398
	Iteration 5Q: 3 clusters Score -817631.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -817708.500000 Penalty: 4121.233398
	Iteration 6Q: 3 clusters Score -817708.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -817756.250000 Penalty: 4121.233398
	Iteration 7Q: 3 clusters Score -817756.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -817818.000000 Penalty: 4121.233398
	Iteration 8Q: 3 clusters Score -817818 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -817881.125000 Penalty: 4121.233398
	Iteration 9Q: 3 clusters Score -817881.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -817947.500000 Penalty: 4121.233398
	Iteration 10Q: 3 clusters Score -817947.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -818008.000000 Penalty: 4121.233398
	Iteration 11Q: 3 clusters Score -818008 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -818054.375000 Penalty: 4121.233398
	Iteration 12Q: 3 clusters Score -818054.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -818090.687500 Penalty: 4121.233398
	Iteration 13Q: 3 clusters Score -818090.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -818111.500000 Penalty: 4121.233398
	Iteration 14Q: 3 clusters Score -818111.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -818135.750000 Penalty: 4121.233398
	Iteration 15Q: 3 clusters Score -818135.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -818156.437500 Penalty: 4121.233398
	Iteration 16Q: 3 clusters Score -818156.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -818182.687500 Penalty: 4121.233398
	Iteration 17Q: 3 clusters Score -818182.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -818195.062500 Penalty: 4121.233398
	Iteration 18Q: 3 clusters Score -818195.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -818210.625000 Penalty: 4121.233398
	Iteration 19Q: 3 clusters Score -818210.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -818221.937500 Penalty: 4121.233398
	Iteration 20F: 3 clusters Score -818221.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -818230.500000 Penalty: 4121.233398
	Iteration 21Q: 3 clusters Score -818230.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -818238.375000 Penalty: 4121.233398
	Iteration 22Q: 3 clusters Score -818238.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -818243.750000 Penalty: 4121.233398
	Iteration 23Q: 3 clusters Score -818243.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -818250.062500 Penalty: 4121.233398
	Iteration 24Q: 3 clusters Score -818250.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -818254.187500 Penalty: 4121.233398
	Iteration 25Q: 3 clusters Score -818254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -818257.000000 Penalty: 4121.233398
	Iteration 26Q: 3 clusters Score -818257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -818258.125000 Penalty: 4121.233398
	Iteration 27Q: 3 clusters Score -818258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -818260.375000 Penalty: 4121.233398
	Iteration 28Q: 3 clusters Score -818260.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -818260.875000 Penalty: 4121.233398
	Iteration 29Q: 3 clusters Score -818260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -818262.625000 Penalty: 4121.233398
	Iteration 30Q: 3 clusters Score -818262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -818263.125000 Penalty: 4121.233398
	Iteration 31Q: 3 clusters Score -818263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -818263.500000 Penalty: 4121.233398
	Iteration 32Q: 3 clusters Score -818263.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -818263.500000 Penalty: 4121.233398
	Iteration 33F: 3 clusters Score -818263.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Entering Unmasked Estep 
Score: -4655189.000000 Penalty: 2484.424805
	Iteration 0F: 2 clusters Score -4655189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -4640424.000000 Penalty: 4968.849609
	Iteration 0F: 3 clusters Score -4640424 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -4645794.000000 Penalty: 4968.849609
	Iteration 1F: 3 clusters Score -4645794 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -4646241.500000 Penalty: 4968.849609
	Iteration 2F: 3 clusters Score -4646242 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -4646622.000000 Penalty: 4968.849609
	Iteration 3Q: 3 clusters Score -4646622 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -4646967.500000 Penalty: 4968.849609
	Iteration 4Q: 3 clusters Score -4646968 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -4647270.000000 Penalty: 4968.849609
	Iteration 5Q: 3 clusters Score -4647270 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -4647553.500000 Penalty: 4968.849609
	Iteration 6Q: 3 clusters Score -4647554 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -4647880.000000 Penalty: 4968.849609
	Iteration 7Q: 3 clusters Score -4647880 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -4648203.500000 Penalty: 4968.849609
	Iteration 8Q: 3 clusters Score -4648204 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -4648533.000000 Penalty: 4968.849609
	Iteration 9Q: 3 clusters Score -4648533 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -4648873.500000 Penalty: 4968.849609
	Iteration 10Q: 3 clusters Score -4648874 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -4649245.500000 Penalty: 4968.849609
	Iteration 11Q: 3 clusters Score -4649246 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -4649668.500000 Penalty: 4968.849609
	Iteration 12Q: 3 clusters Score -4649668 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -4650141.000000 Penalty: 4968.849609
	Iteration 13Q: 3 clusters Score -4650141 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4650724.000000 Penalty: 4968.849609
	Iteration 14Q: 3 clusters Score -4650724 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -4651369.500000 Penalty: 4968.849609
	Iteration 15Q: 3 clusters Score -4651370 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -4652000.000000 Penalty: 4968.849609
	Iteration 16Q: 3 clusters Score -4652000 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -4652423.000000 Penalty: 4968.849609
	Iteration 17Q: 3 clusters Score -4652423 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4652669.000000 Penalty: 4968.849609
	Iteration 18Q: 3 clusters Score -4652669 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4652853.500000 Penalty: 4968.849609
	Iteration 19Q: 3 clusters Score -4652854 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4652967.500000 Penalty: 4968.849609
	Iteration 20F: 3 clusters Score -4652968 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4653041.500000 Penalty: 4968.849609
	Iteration 21Q: 3 clusters Score -4653042 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -4653097.500000 Penalty: 4968.849609
	Iteration 22Q: 3 clusters Score -4653098 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4653135.500000 Penalty: 4968.849609
	Iteration 23Q: 3 clusters Score -4653136 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4653169.500000 Penalty: 4968.849609
	Iteration 24Q: 3 clusters Score -4653170 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4653210.000000 Penalty: 4968.849609
	Iteration 25Q: 3 clusters Score -4653210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4653246.500000 Penalty: 4968.849609
	Iteration 26Q: 3 clusters Score -4653246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4653268.500000 Penalty: 4968.849609
	Iteration 27Q: 3 clusters Score -4653268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4653270.000000 Penalty: 4968.849609
	Iteration 28Q: 3 clusters Score -4653270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4653293.000000 Penalty: 4968.849609
	Iteration 29Q: 3 clusters Score -4653293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4653295.500000 Penalty: 4968.849609
	Iteration 30Q: 3 clusters Score -4653296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4653293.500000 Penalty: 4968.849609
	Iteration 31Q: 3 clusters Score -4653294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4653299.500000 Penalty: 4968.849609
	Iteration 32Q: 3 clusters Score -4653300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4653301.500000 Penalty: 4968.849609
	Iteration 33Q: 3 clusters Score -4653302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4653289.000000 Penalty: 4968.849609
	Iteration 34Q: 3 clusters Score -4653289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4653291.000000 Penalty: 4968.849609
	Iteration 35Q: 3 clusters Score -4653291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4653300.500000 Penalty: 4968.849609
	Iteration 36Q: 3 clusters Score -4653300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4653296.500000 Penalty: 4968.849609
	Iteration 37Q: 3 clusters Score -4653296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4653302.000000 Penalty: 4968.849609
	Iteration 38Q: 3 clusters Score -4653302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4653304.000000 Penalty: 4968.849609
	Iteration 39Q: 3 clusters Score -4653304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4653307.000000 Penalty: 4968.849609
	Iteration 40F: 3 clusters Score -4653307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4653304.000000 Penalty: 4968.849609
	Iteration 41Q: 3 clusters Score -4653304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4653301.500000 Penalty: 4968.849609
	Iteration 42Q: 3 clusters Score -4653302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4653300.500000 Penalty: 4968.849609
	Iteration 43Q: 3 clusters Score -4653300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4653301.500000 Penalty: 4968.849609
	Iteration 44Q: 3 clusters Score -4653302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4653308.000000 Penalty: 4968.849609
	Iteration 45Q: 3 clusters Score -4653308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4653303.500000 Penalty: 4968.849609
	Iteration 46Q: 3 clusters Score -4653304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4653307.500000 Penalty: 4968.849609
	Iteration 47Q: 3 clusters Score -4653308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4653307.000000 Penalty: 4968.849609
	Iteration 48Q: 3 clusters Score -4653307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4653307.000000 Penalty: 4968.849609
	Iteration 49F: 3 clusters Score -4653307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (44726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Entering Unmasked Estep 
Score: -8471100.000000 Penalty: 2655.660889
	Iteration 0F: 2 clusters Score -8471100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -8440926.000000 Penalty: 5311.321777
	Iteration 0F: 3 clusters Score -8440926 nChanged 20668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -8452112.000000 Penalty: 5311.321777
	Iteration 1F: 3 clusters Score -8452112 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -8452667.000000 Penalty: 5311.321777
	Iteration 2Q: 3 clusters Score -8452667 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -8453163.000000 Penalty: 5311.321777
	Iteration 3Q: 3 clusters Score -8453163 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -8453560.000000 Penalty: 5311.321777
	Iteration 4Q: 3 clusters Score -8453560 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -8454120.000000 Penalty: 5311.321777
	Iteration 5Q: 3 clusters Score -8454120 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -8454849.000000 Penalty: 5311.321777
	Iteration 6Q: 3 clusters Score -8454849 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -8456021.000000 Penalty: 5311.321777
	Iteration 7Q: 3 clusters Score -8456021 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -8457827.000000 Penalty: 5311.321777
	Iteration 8F: 3 clusters Score -8457827 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -8460212.000000 Penalty: 5311.321777
	Iteration 9F: 3 clusters Score -8460212 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -8463132.000000 Penalty: 5311.321777
	Iteration 10F: 3 clusters Score -8463132 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -8465661.000000 Penalty: 5311.321777
	Iteration 11F: 3 clusters Score -8465661 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -8467297.000000 Penalty: 5311.321777
	Iteration 12Q: 3 clusters Score -8467297 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -8468090.000000 Penalty: 5311.321777
	Iteration 13Q: 3 clusters Score -8468090 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -8468397.000000 Penalty: 5311.321777
	Iteration 14Q: 3 clusters Score -8468397 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -8468537.000000 Penalty: 5311.321777
	Iteration 15Q: 3 clusters Score -8468537 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -8468625.000000 Penalty: 5311.321777
	Iteration 16Q: 3 clusters Score -8468625 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -8468673.000000 Penalty: 5311.321777
	Iteration 17Q: 3 clusters Score -8468673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -8468708.000000 Penalty: 5311.321777
	Iteration 18Q: 3 clusters Score -8468708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -8468716.000000 Penalty: 5311.321777
	Iteration 19Q: 3 clusters Score -8468716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -8468726.000000 Penalty: 5311.321777
	Iteration 20F: 3 clusters Score -8468726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -8468735.000000 Penalty: 5311.321777
	Iteration 21Q: 3 clusters Score -8468735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -8468737.000000 Penalty: 5311.321777
	Iteration 22Q: 3 clusters Score -8468737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -8468746.000000 Penalty: 5311.321777
	Iteration 23Q: 3 clusters Score -8468746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -8468746.000000 Penalty: 5311.321777
	Iteration 24Q: 3 clusters Score -8468746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -8468746.000000 Penalty: 5311.321777
	Iteration 25F: 3 clusters Score -8468746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -119192.890625 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -119192.9 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 370 members 
Entering Unmasked Estep 
Score: -117567.359375 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -117567.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -117940.265625 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -117940.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -118233.023438 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -118233 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -118710.085938 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -118710.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -119056.031250 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -119056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -119302.875000 Penalty: 3274.210205
	Iteration 5F: 3 clusters Score -119302.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -119519.093750 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -119519.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -119639.609375 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -119639.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -119729.500000 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -119729.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -119787.765625 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -119787.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -119829.015625 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -119829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -119869.578125 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -119869.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -119906.429688 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -119906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -119922.000000 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -119922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -119926.164062 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -119926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -119930.500000 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -119930.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -119933.000000 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -119933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -119935.093750 Penalty: 3274.210205
	Iteration 17F: 3 clusters Score -119935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -119957.906250 Penalty: 3274.210205
	Iteration 18Q: 3 clusters Score -119957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -119974.289062 Penalty: 3274.210205
	Iteration 19Q: 3 clusters Score -119974.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -119987.101562 Penalty: 3274.210205
	Iteration 20F: 3 clusters Score -119987.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 14996 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27791 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14546 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14206 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 22076 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25699 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 6018 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22423 members 
Mstep: Class 30 contains 44726 members 
Mstep: Class 31 contains 364 members 
Mstep: Class 32 contains 23012 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26800 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17085 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26550 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8707 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27727 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 372 members 
Entering Unmasked Estep 
Score: -84204712.000000 Penalty: 170644.796875
Splitting cluster 31 changes total score from -84205120.000000 to -84204712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (23012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Entering Unmasked Estep 
Score: -4505439.500000 Penalty: 2490.855225
	Iteration 0F: 2 clusters Score -4505440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -4489790.500000 Penalty: 4981.710449
	Iteration 0F: 3 clusters Score -4489790 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -4495265.500000 Penalty: 4981.710449
	Iteration 1F: 3 clusters Score -4495266 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4495667.500000 Penalty: 4981.710449
	Iteration 2F: 3 clusters Score -4495668 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -4495989.500000 Penalty: 4981.710449
	Iteration 3Q: 3 clusters Score -4495990 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -4496296.500000 Penalty: 4981.710449
	Iteration 4Q: 3 clusters Score -4496296 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -4496679.500000 Penalty: 4981.710449
	Iteration 5Q: 3 clusters Score -4496680 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -4497114.000000 Penalty: 4981.710449
	Iteration 6Q: 3 clusters Score -4497114 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -4497685.000000 Penalty: 4981.710449
	Iteration 7Q: 3 clusters Score -4497685 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -4498254.500000 Penalty: 4981.710449
	Iteration 8Q: 3 clusters Score -4498254 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -4498902.000000 Penalty: 4981.710449
	Iteration 9Q: 3 clusters Score -4498902 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4499627.500000 Penalty: 4981.710449
	Iteration 10F: 3 clusters Score -4499628 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -4500396.000000 Penalty: 4981.710449
	Iteration 11F: 3 clusters Score -4500396 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -4501080.500000 Penalty: 4981.710449
	Iteration 12Q: 3 clusters Score -4501080 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -4501577.000000 Penalty: 4981.710449
	Iteration 13Q: 3 clusters Score -4501577 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -4501921.500000 Penalty: 4981.710449
	Iteration 14Q: 3 clusters Score -4501922 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -4502160.000000 Penalty: 4981.710449
	Iteration 15Q: 3 clusters Score -4502160 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -4502312.000000 Penalty: 4981.710449
	Iteration 16Q: 3 clusters Score -4502312 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -4502494.500000 Penalty: 4981.710449
	Iteration 17Q: 3 clusters Score -4502494 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -4502661.500000 Penalty: 4981.710449
	Iteration 18Q: 3 clusters Score -4502662 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4502812.000000 Penalty: 4981.710449
	Iteration 19Q: 3 clusters Score -4502812 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -4502929.000000 Penalty: 4981.710449
	Iteration 20F: 3 clusters Score -4502929 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -4503051.000000 Penalty: 4981.710449
	Iteration 21Q: 3 clusters Score -4503051 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -4503174.000000 Penalty: 4981.710449
	Iteration 22Q: 3 clusters Score -4503174 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -4503270.500000 Penalty: 4981.710449
	Iteration 23Q: 3 clusters Score -4503270 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -4503355.000000 Penalty: 4981.710449
	Iteration 24Q: 3 clusters Score -4503355 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -4503429.000000 Penalty: 4981.710449
	Iteration 25Q: 3 clusters Score -4503429 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -4503485.000000 Penalty: 4981.710449
	Iteration 26Q: 3 clusters Score -4503485 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4503539.000000 Penalty: 4981.710449
	Iteration 27Q: 3 clusters Score -4503539 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -4503581.000000 Penalty: 4981.710449
	Iteration 28Q: 3 clusters Score -4503581 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4503653.000000 Penalty: 4981.710449
	Iteration 29Q: 3 clusters Score -4503653 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4503687.500000 Penalty: 4981.710449
	Iteration 30Q: 3 clusters Score -4503688 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -4503731.500000 Penalty: 4981.710449
	Iteration 31Q: 3 clusters Score -4503732 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -4503784.500000 Penalty: 4981.710449
	Iteration 32Q: 3 clusters Score -4503784 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -4503825.500000 Penalty: 4981.710449
	Iteration 33Q: 3 clusters Score -4503826 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -4503831.500000 Penalty: 4981.710449
	Iteration 34Q: 3 clusters Score -4503832 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -4503864.500000 Penalty: 4981.710449
	Iteration 35Q: 3 clusters Score -4503864 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -4503890.500000 Penalty: 4981.710449
	Iteration 36Q: 3 clusters Score -4503890 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -4503908.500000 Penalty: 4981.710449
	Iteration 37Q: 3 clusters Score -4503908 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -4503919.000000 Penalty: 4981.710449
	Iteration 38Q: 3 clusters Score -4503919 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -4503946.000000 Penalty: 4981.710449
	Iteration 39Q: 3 clusters Score -4503946 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -4503965.000000 Penalty: 4981.710449
	Iteration 40F: 3 clusters Score -4503965 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -4503970.500000 Penalty: 4981.710449
	Iteration 41Q: 3 clusters Score -4503970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -4503985.500000 Penalty: 4981.710449
	Iteration 42Q: 3 clusters Score -4503986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4504002.000000 Penalty: 4981.710449
	Iteration 43Q: 3 clusters Score -4504002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -4503996.500000 Penalty: 4981.710449
	Iteration 44Q: 3 clusters Score -4503996 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4503998.500000 Penalty: 4981.710449
	Iteration 45Q: 3 clusters Score -4503998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -4504008.000000 Penalty: 4981.710449
	Iteration 46Q: 3 clusters Score -4504008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4504017.500000 Penalty: 4981.710449
	Iteration 47Q: 3 clusters Score -4504018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -4504016.000000 Penalty: 4981.710449
	Iteration 48Q: 3 clusters Score -4504016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -4504019.000000 Penalty: 4981.710449
	Iteration 49Q: 3 clusters Score -4504019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -4504010.500000 Penalty: 4981.710449
	Iteration 50Q: 3 clusters Score -4504010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -4504013.500000 Penalty: 4981.710449
	Iteration 51Q: 3 clusters Score -4504014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -4504015.000000 Penalty: 4981.710449
	Iteration 52Q: 3 clusters Score -4504015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -4504008.000000 Penalty: 4981.710449
	Iteration 53Q: 3 clusters Score -4504008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -4504011.500000 Penalty: 4981.710449
	Iteration 54Q: 3 clusters Score -4504012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -4504012.500000 Penalty: 4981.710449
	Iteration 55Q: 3 clusters Score -4504012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -4504012.000000 Penalty: 4981.710449
	Iteration 56Q: 3 clusters Score -4504012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -4504018.000000 Penalty: 4981.710449
	Iteration 57Q: 3 clusters Score -4504018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4504016.500000 Penalty: 4981.710449
	Iteration 58Q: 3 clusters Score -4504016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4504016.500000 Penalty: 4981.710449
	Iteration 59F: 3 clusters Score -4504016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -55320.167969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -55320.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54014.628906 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -54014.63 nChanged 95
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: -54327.894531 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -54327.89 nChanged 27
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: -54492.539062 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -54492.54 nChanged 19
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: -54578.945312 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -54578.95 nChanged 17
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: -54672.886719 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -54672.89 nChanged 20
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: -54809.218750 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -54809.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54896.476562 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -54896.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54965.289062 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -54965.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55019.230469 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -55019.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55138.769531 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -55138.77 nChanged 14
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: -55287.078125 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -55287.08 nChanged 17
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: -55382.179688 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -55382.18 nChanged 8
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: -55483.839844 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -55483.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55546.550781 Penalty: 2991.219971
	Iteration 13Q: 3 clusters Score -55546.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55580.882812 Penalty: 2991.219971
	Iteration 14Q: 3 clusters Score -55580.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55600.199219 Penalty: 2991.219971
	Iteration 15F: 3 clusters Score -55600.2 nChanged 4
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: -55691.015625 Penalty: 2991.219971
	Iteration 16Q: 3 clusters Score -55691.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55704.968750 Penalty: 2991.219971
	Iteration 17Q: 3 clusters Score -55704.97 nChanged 1
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: -55709.554688 Penalty: 2991.219971
	Iteration 18Q: 3 clusters Score -55709.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55710.648438 Penalty: 2991.219971
	Iteration 19Q: 3 clusters Score -55710.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55710.648438 Penalty: 2991.219971
	Iteration 20F: 3 clusters Score -55710.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 14996 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27791 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14546 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14206 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 22076 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25699 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 6018 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22423 members 
Mstep: Class 30 contains 44726 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 23012 members 
Mstep: Class 33 contains 181 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26800 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17085 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26550 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8707 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27727 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 235 members 
Entering Unmasked Estep 
Score: -84204056.000000 Penalty: 170644.796875
Splitting cluster 33 changes total score from -84205120.000000 to -84204056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -91215.054688 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -91215.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -89701.843750 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -89701.84 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -89916.078125 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -89916.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -90120.601562 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -90120.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -90364.187500 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -90364.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -90540.671875 Penalty: 3107.589355
	Iteration 4F: 3 clusters Score -90540.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -90725.578125 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -90725.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -90914.796875 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -90914.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91030.132812 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -91030.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91095.046875 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -91095.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91123.921875 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -91123.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91142.945312 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -91142.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91152.718750 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -91152.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -91176.375000 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -91176.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -91180.398438 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -91180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91183.242188 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -91183.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91183.242188 Penalty: 3107.589355
	Iteration 15F: 3 clusters Score -91183.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Entering Unmasked Estep 
Score: -3683236.750000 Penalty: 2417.345215
	Iteration 0F: 2 clusters Score -3683237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3672631.750000 Penalty: 4834.690430
	Iteration 0F: 3 clusters Score -3672632 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3676566.000000 Penalty: 4834.690430
	Iteration 1F: 3 clusters Score -3676566 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3676898.250000 Penalty: 4834.690430
	Iteration 2F: 3 clusters Score -3676898 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3677176.000000 Penalty: 4834.690430
	Iteration 3Q: 3 clusters Score -3677176 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -3677423.750000 Penalty: 4834.690430
	Iteration 4Q: 3 clusters Score -3677424 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3677633.250000 Penalty: 4834.690430
	Iteration 5Q: 3 clusters Score -3677633 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3677828.750000 Penalty: 4834.690430
	Iteration 6Q: 3 clusters Score -3677829 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3677915.500000 Penalty: 4834.690430
	Iteration 7Q: 3 clusters Score -3677916 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3678172.500000 Penalty: 4834.690430
	Iteration 8Q: 3 clusters Score -3678172 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3678554.000000 Penalty: 4834.690430
	Iteration 9Q: 3 clusters Score -3678554 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3678919.250000 Penalty: 4834.690430
	Iteration 10Q: 3 clusters Score -3678919 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3679241.000000 Penalty: 4834.690430
	Iteration 11Q: 3 clusters Score -3679241 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3679558.500000 Penalty: 4834.690430
	Iteration 12Q: 3 clusters Score -3679558 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3679855.750000 Penalty: 4834.690430
	Iteration 13Q: 3 clusters Score -3679856 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3680098.250000 Penalty: 4834.690430
	Iteration 14Q: 3 clusters Score -3680098 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3680285.250000 Penalty: 4834.690430
	Iteration 15Q: 3 clusters Score -3680285 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3680449.500000 Penalty: 4834.690430
	Iteration 16Q: 3 clusters Score -3680450 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3680557.500000 Penalty: 4834.690430
	Iteration 17Q: 3 clusters Score -3680558 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3680642.500000 Penalty: 4834.690430
	Iteration 18Q: 3 clusters Score -3680642 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3680702.500000 Penalty: 4834.690430
	Iteration 19Q: 3 clusters Score -3680702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3680759.250000 Penalty: 4834.690430
	Iteration 20F: 3 clusters Score -3680759 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3680807.500000 Penalty: 4834.690430
	Iteration 21Q: 3 clusters Score -3680808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3680827.250000 Penalty: 4834.690430
	Iteration 22Q: 3 clusters Score -3680827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3680856.000000 Penalty: 4834.690430
	Iteration 23Q: 3 clusters Score -3680856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3680865.000000 Penalty: 4834.690430
	Iteration 24Q: 3 clusters Score -3680865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3680875.500000 Penalty: 4834.690430
	Iteration 25Q: 3 clusters Score -3680876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3680882.750000 Penalty: 4834.690430
	Iteration 26Q: 3 clusters Score -3680883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3680904.000000 Penalty: 4834.690430
	Iteration 27Q: 3 clusters Score -3680904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3680910.250000 Penalty: 4834.690430
	Iteration 28Q: 3 clusters Score -3680910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3680923.750000 Penalty: 4834.690430
	Iteration 29Q: 3 clusters Score -3680924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3680933.500000 Penalty: 4834.690430
	Iteration 30Q: 3 clusters Score -3680934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3680942.250000 Penalty: 4834.690430
	Iteration 31Q: 3 clusters Score -3680942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3680955.250000 Penalty: 4834.690430
	Iteration 32Q: 3 clusters Score -3680955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3680959.000000 Penalty: 4834.690430
	Iteration 33Q: 3 clusters Score -3680959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3680963.500000 Penalty: 4834.690430
	Iteration 34Q: 3 clusters Score -3680964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3680969.000000 Penalty: 4834.690430
	Iteration 35Q: 3 clusters Score -3680969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3680973.250000 Penalty: 4834.690430
	Iteration 36Q: 3 clusters Score -3680973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3680976.000000 Penalty: 4834.690430
	Iteration 37Q: 3 clusters Score -3680976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3680982.000000 Penalty: 4834.690430
	Iteration 38Q: 3 clusters Score -3680982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3680986.250000 Penalty: 4834.690430
	Iteration 39Q: 3 clusters Score -3680986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3680989.750000 Penalty: 4834.690430
	Iteration 40F: 3 clusters Score -3680990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3680994.750000 Penalty: 4834.690430
	Iteration 41Q: 3 clusters Score -3680995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3681003.000000 Penalty: 4834.690430
	Iteration 42Q: 3 clusters Score -3681003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3681009.000000 Penalty: 4834.690430
	Iteration 43Q: 3 clusters Score -3681009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3681012.000000 Penalty: 4834.690430
	Iteration 44Q: 3 clusters Score -3681012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3681010.500000 Penalty: 4834.690430
	Iteration 45Q: 3 clusters Score -3681010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3681017.250000 Penalty: 4834.690430
	Iteration 46Q: 3 clusters Score -3681017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3681023.250000 Penalty: 4834.690430
	Iteration 47Q: 3 clusters Score -3681023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3681026.000000 Penalty: 4834.690430
	Iteration 48Q: 3 clusters Score -3681026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3681025.750000 Penalty: 4834.690430
	Iteration 49Q: 3 clusters Score -3681026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3681025.750000 Penalty: 4834.690430
	Iteration 50F: 3 clusters Score -3681026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -144202.031250 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -144202 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 380 members 
Entering Unmasked Estep 
Score: -142388.640625 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -142388.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -142636.187500 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -142636.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -142732.125000 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -142732.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -142795.906250 Penalty: 3311.833496
	Iteration 3Q: 3 clusters Score -142795.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -142866.859375 Penalty: 3311.833496
	Iteration 4Q: 3 clusters Score -142866.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -142948.890625 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -142948.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -143145.531250 Penalty: 3311.833496
	Iteration 6F: 3 clusters Score -143145.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -143361.937500 Penalty: 3311.833496
	Iteration 7F: 3 clusters Score -143361.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -143563.781250 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -143563.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -143811.500000 Penalty: 3311.833496
	Iteration 9F: 3 clusters Score -143811.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -144196.468750 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -144196.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -144377.984375 Penalty: 3311.833496
	Iteration 11Q: 3 clusters Score -144378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -144464.218750 Penalty: 3311.833496
	Iteration 12Q: 3 clusters Score -144464.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -144513.468750 Penalty: 3311.833496
	Iteration 13Q: 3 clusters Score -144513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -144529.015625 Penalty: 3311.833496
	Iteration 14Q: 3 clusters Score -144529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -144568.093750 Penalty: 3311.833496
	Iteration 15Q: 3 clusters Score -144568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -144627.250000 Penalty: 3311.833496
	Iteration 16Q: 3 clusters Score -144627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -144706.140625 Penalty: 3311.833496
	Iteration 17Q: 3 clusters Score -144706.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -144767.453125 Penalty: 3311.833496
	Iteration 18Q: 3 clusters Score -144767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -144795.875000 Penalty: 3311.833496
	Iteration 19Q: 3 clusters Score -144795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -144857.281250 Penalty: 3311.833496
	Iteration 20F: 3 clusters Score -144857.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -145036.437500 Penalty: 3311.833496
	Iteration 21Q: 3 clusters Score -145036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -145111.125000 Penalty: 3311.833496
	Iteration 22Q: 3 clusters Score -145111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -145111.125000 Penalty: 3311.833496
	Iteration 23F: 3 clusters Score -145111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 14996 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27791 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14546 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14206 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 22076 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25699 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 6018 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22423 members 
Mstep: Class 30 contains 44726 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 23012 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 538 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26800 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17085 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26550 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8707 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27727 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 256 members 
Entering Unmasked Estep 
Score: -84204752.000000 Penalty: 170644.796875
Splitting cluster 36 changes total score from -84205120.000000 to -84204752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -113066.898438 Penalty: 1629.578979
	Iteration 0F: 2 clusters Score -113066.9 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 358 members 
Entering Unmasked Estep 
Score: -111411.914062 Penalty: 3259.157959
	Iteration 0F: 3 clusters Score -111411.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111883.218750 Penalty: 3259.157959
	Iteration 1F: 3 clusters Score -111883.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112177.992188 Penalty: 3259.157959
	Iteration 2F: 3 clusters Score -112178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112360.640625 Penalty: 3259.157959
	Iteration 3F: 3 clusters Score -112360.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112433.210938 Penalty: 3259.157959
	Iteration 4Q: 3 clusters Score -112433.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -112491.507812 Penalty: 3259.157959
	Iteration 5Q: 3 clusters Score -112491.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112520.070312 Penalty: 3259.157959
	Iteration 6Q: 3 clusters Score -112520.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112555.304688 Penalty: 3259.157959
	Iteration 7Q: 3 clusters Score -112555.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112559.562500 Penalty: 3259.157959
	Iteration 8Q: 3 clusters Score -112559.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112560.796875 Penalty: 3259.157959
	Iteration 9Q: 3 clusters Score -112560.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112560.796875 Penalty: 3259.157959
	Iteration 10F: 3 clusters Score -112560.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Entering Unmasked Estep 
Score: -5264678.000000 Penalty: 2528.646973
	Iteration 0F: 2 clusters Score -5264678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -5248228.500000 Penalty: 5057.293945
	Iteration 0F: 3 clusters Score -5248228 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -5254858.500000 Penalty: 5057.293945
	Iteration 1F: 3 clusters Score -5254858 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -5255534.000000 Penalty: 5057.293945
	Iteration 2F: 3 clusters Score -5255534 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -5256159.500000 Penalty: 5057.293945
	Iteration 3F: 3 clusters Score -5256160 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -5256795.500000 Penalty: 5057.293945
	Iteration 4Q: 3 clusters Score -5256796 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -5257503.000000 Penalty: 5057.293945
	Iteration 5Q: 3 clusters Score -5257503 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -5258291.500000 Penalty: 5057.293945
	Iteration 6F: 3 clusters Score -5258292 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -5259152.500000 Penalty: 5057.293945
	Iteration 7F: 3 clusters Score -5259152 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -5259960.000000 Penalty: 5057.293945
	Iteration 8F: 3 clusters Score -5259960 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -5260694.500000 Penalty: 5057.293945
	Iteration 9Q: 3 clusters Score -5260694 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -5261210.000000 Penalty: 5057.293945
	Iteration 10Q: 3 clusters Score -5261210 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -5261429.500000 Penalty: 5057.293945
	Iteration 11Q: 3 clusters Score -5261430 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -5261560.500000 Penalty: 5057.293945
	Iteration 12Q: 3 clusters Score -5261560 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -5261632.000000 Penalty: 5057.293945
	Iteration 13Q: 3 clusters Score -5261632 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -5261697.500000 Penalty: 5057.293945
	Iteration 14Q: 3 clusters Score -5261698 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -5261733.500000 Penalty: 5057.293945
	Iteration 15Q: 3 clusters Score -5261734 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -5261794.000000 Penalty: 5057.293945
	Iteration 16Q: 3 clusters Score -5261794 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -5261815.500000 Penalty: 5057.293945
	Iteration 17Q: 3 clusters Score -5261816 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -5261863.500000 Penalty: 5057.293945
	Iteration 18Q: 3 clusters Score -5261864 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -5261868.500000 Penalty: 5057.293945
	Iteration 19Q: 3 clusters Score -5261868 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -5261903.500000 Penalty: 5057.293945
	Iteration 20F: 3 clusters Score -5261904 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -5261926.500000 Penalty: 5057.293945
	Iteration 21Q: 3 clusters Score -5261926 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -5261951.500000 Penalty: 5057.293945
	Iteration 22Q: 3 clusters Score -5261952 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -5261998.000000 Penalty: 5057.293945
	Iteration 23Q: 3 clusters Score -5261998 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -5262029.500000 Penalty: 5057.293945
	Iteration 24Q: 3 clusters Score -5262030 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -5262050.000000 Penalty: 5057.293945
	Iteration 25Q: 3 clusters Score -5262050 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -5262071.500000 Penalty: 5057.293945
	Iteration 26Q: 3 clusters Score -5262072 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -5262071.000000 Penalty: 5057.293945
	Iteration 27Q: 3 clusters Score -5262071 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -5262080.000000 Penalty: 5057.293945
	Iteration 28Q: 3 clusters Score -5262080 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -5262066.500000 Penalty: 5057.293945
	Iteration 29Q: 3 clusters Score -5262066 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -5262109.000000 Penalty: 5057.293945
	Iteration 30Q: 3 clusters Score -5262109 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -5262147.000000 Penalty: 5057.293945
	Iteration 31Q: 3 clusters Score -5262147 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -5262173.500000 Penalty: 5057.293945
	Iteration 32Q: 3 clusters Score -5262174 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -5262194.500000 Penalty: 5057.293945
	Iteration 33Q: 3 clusters Score -5262194 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -5262203.000000 Penalty: 5057.293945
	Iteration 34Q: 3 clusters Score -5262203 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -5262213.500000 Penalty: 5057.293945
	Iteration 35Q: 3 clusters Score -5262214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -5262233.500000 Penalty: 5057.293945
	Iteration 36Q: 3 clusters Score -5262234 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -5262245.000000 Penalty: 5057.293945
	Iteration 37Q: 3 clusters Score -5262245 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -5262270.000000 Penalty: 5057.293945
	Iteration 38Q: 3 clusters Score -5262270 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -5262275.000000 Penalty: 5057.293945
	Iteration 39Q: 3 clusters Score -5262275 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -5262290.000000 Penalty: 5057.293945
	Iteration 40F: 3 clusters Score -5262290 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -5262307.500000 Penalty: 5057.293945
	Iteration 41Q: 3 clusters Score -5262308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -5262286.500000 Penalty: 5057.293945
	Iteration 42Q: 3 clusters Score -5262286 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -5262310.500000 Penalty: 5057.293945
	Iteration 43Q: 3 clusters Score -5262310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -5262324.000000 Penalty: 5057.293945
	Iteration 44Q: 3 clusters Score -5262324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -5262322.000000 Penalty: 5057.293945
	Iteration 45Q: 3 clusters Score -5262322 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -5262345.500000 Penalty: 5057.293945
	Iteration 46Q: 3 clusters Score -5262346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -5262356.000000 Penalty: 5057.293945
	Iteration 47Q: 3 clusters Score -5262356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -5262367.000000 Penalty: 5057.293945
	Iteration 48Q: 3 clusters Score -5262367 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -5262373.000000 Penalty: 5057.293945
	Iteration 49Q: 3 clusters Score -5262373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -5262376.500000 Penalty: 5057.293945
	Iteration 50Q: 3 clusters Score -5262376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -5262382.000000 Penalty: 5057.293945
	Iteration 51Q: 3 clusters Score -5262382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -5262380.500000 Penalty: 5057.293945
	Iteration 52Q: 3 clusters Score -5262380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -5262384.500000 Penalty: 5057.293945
	Iteration 53Q: 3 clusters Score -5262384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -5262379.000000 Penalty: 5057.293945
	Iteration 54Q: 3 clusters Score -5262379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -5262382.000000 Penalty: 5057.293945
	Iteration 55Q: 3 clusters Score -5262382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -5262385.000000 Penalty: 5057.293945
	Iteration 56Q: 3 clusters Score -5262385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -5262391.500000 Penalty: 5057.293945
	Iteration 57Q: 3 clusters Score -5262392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -5262397.000000 Penalty: 5057.293945
	Iteration 58Q: 3 clusters Score -5262397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -5262396.000000 Penalty: 5057.293945
	Iteration 59Q: 3 clusters Score -5262396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -5262400.500000 Penalty: 5057.293945
	Iteration 60F: 3 clusters Score -5262400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -5262405.000000 Penalty: 5057.293945
	Iteration 61Q: 3 clusters Score -5262405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -5262400.500000 Penalty: 5057.293945
	Iteration 62Q: 3 clusters Score -5262400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -5262410.500000 Penalty: 5057.293945
	Iteration 63Q: 3 clusters Score -5262410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -5262419.500000 Penalty: 5057.293945
	Iteration 64Q: 3 clusters Score -5262420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -5262421.000000 Penalty: 5057.293945
	Iteration 65Q: 3 clusters Score -5262421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -5262422.000000 Penalty: 5057.293945
	Iteration 66Q: 3 clusters Score -5262422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -5262427.000000 Penalty: 5057.293945
	Iteration 67Q: 3 clusters Score -5262427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -5262420.000000 Penalty: 5057.293945
	Iteration 68Q: 3 clusters Score -5262420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -5262416.000000 Penalty: 5057.293945
	Iteration 69Q: 3 clusters Score -5262416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -5262423.000000 Penalty: 5057.293945
	Iteration 70Q: 3 clusters Score -5262423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -5262414.500000 Penalty: 5057.293945
	Iteration 71Q: 3 clusters Score -5262414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -5262417.000000 Penalty: 5057.293945
	Iteration 72Q: 3 clusters Score -5262417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -5262419.500000 Penalty: 5057.293945
	Iteration 73Q: 3 clusters Score -5262420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -5262420.500000 Penalty: 5057.293945
	Iteration 74Q: 3 clusters Score -5262420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -5262414.500000 Penalty: 5057.293945
	Iteration 75Q: 3 clusters Score -5262414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -5262415.500000 Penalty: 5057.293945
	Iteration 76Q: 3 clusters Score -5262416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -5262415.000000 Penalty: 5057.293945
	Iteration 77Q: 3 clusters Score -5262415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -5262415.500000 Penalty: 5057.293945
	Iteration 78Q: 3 clusters Score -5262416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -5262411.500000 Penalty: 5057.293945
	Iteration 79Q: 3 clusters Score -5262412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -5262419.000000 Penalty: 5057.293945
	Iteration 80F: 3 clusters Score -5262419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -5262426.500000 Penalty: 5057.293945
	Iteration 81Q: 3 clusters Score -5262426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -5262433.500000 Penalty: 5057.293945
	Iteration 82Q: 3 clusters Score -5262434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -5262437.500000 Penalty: 5057.293945
	Iteration 83Q: 3 clusters Score -5262438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -5262433.500000 Penalty: 5057.293945
	Iteration 84Q: 3 clusters Score -5262434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -5262433.500000 Penalty: 5057.293945
	Iteration 85Q: 3 clusters Score -5262434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -5262432.500000 Penalty: 5057.293945
	Iteration 86Q: 3 clusters Score -5262432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -5262432.500000 Penalty: 5057.293945
	Iteration 87F: 3 clusters Score -5262432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -92297.078125 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -92297.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -90792.625000 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -90792.62 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -91061.585938 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -91061.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -91201.484375 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -91201.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -91287.523438 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -91287.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -91331.304688 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -91331.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -91356.234375 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -91356.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -91376.929688 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -91376.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -91394.835938 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -91394.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -91411.085938 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -91411.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -91424.257812 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -91424.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -91438.398438 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -91438.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -91457.726562 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -91457.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -91467.945312 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -91467.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -91467.945312 Penalty: 3152.629395
	Iteration 13F: 3 clusters Score -91467.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Entering Unmasked Estep 
Score: -3675755.000000 Penalty: 2416.997070
	Iteration 0F: 2 clusters Score -3675755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3665016.250000 Penalty: 4833.994141
	Iteration 0F: 3 clusters Score -3665016 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3668775.500000 Penalty: 4833.994141
	Iteration 1F: 3 clusters Score -3668776 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3669111.500000 Penalty: 4833.994141
	Iteration 2F: 3 clusters Score -3669112 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3669392.500000 Penalty: 4833.994141
	Iteration 3Q: 3 clusters Score -3669392 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3669582.500000 Penalty: 4833.994141
	Iteration 4Q: 3 clusters Score -3669582 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3669753.750000 Penalty: 4833.994141
	Iteration 5Q: 3 clusters Score -3669754 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -3669912.500000 Penalty: 4833.994141
	Iteration 6Q: 3 clusters Score -3669912 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -3670083.750000 Penalty: 4833.994141
	Iteration 7Q: 3 clusters Score -3670084 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3670301.500000 Penalty: 4833.994141
	Iteration 8Q: 3 clusters Score -3670302 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3670616.250000 Penalty: 4833.994141
	Iteration 9Q: 3 clusters Score -3670616 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3671089.250000 Penalty: 4833.994141
	Iteration 10Q: 3 clusters Score -3671089 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3671815.750000 Penalty: 4833.994141
	Iteration 11F: 3 clusters Score -3671816 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3672607.000000 Penalty: 4833.994141
	Iteration 12F: 3 clusters Score -3672607 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3673186.000000 Penalty: 4833.994141
	Iteration 13Q: 3 clusters Score -3673186 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3673562.250000 Penalty: 4833.994141
	Iteration 14Q: 3 clusters Score -3673562 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -3673761.500000 Penalty: 4833.994141
	Iteration 15Q: 3 clusters Score -3673762 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3673885.750000 Penalty: 4833.994141
	Iteration 16Q: 3 clusters Score -3673886 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3673999.750000 Penalty: 4833.994141
	Iteration 17Q: 3 clusters Score -3674000 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3674102.250000 Penalty: 4833.994141
	Iteration 18Q: 3 clusters Score -3674102 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -3674152.500000 Penalty: 4833.994141
	Iteration 19Q: 3 clusters Score -3674152 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3674210.250000 Penalty: 4833.994141
	Iteration 20F: 3 clusters Score -3674210 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3674259.000000 Penalty: 4833.994141
	Iteration 21Q: 3 clusters Score -3674259 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3674288.250000 Penalty: 4833.994141
	Iteration 22Q: 3 clusters Score -3674288 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3674304.750000 Penalty: 4833.994141
	Iteration 23Q: 3 clusters Score -3674305 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -3674330.250000 Penalty: 4833.994141
	Iteration 24Q: 3 clusters Score -3674330 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -3674354.750000 Penalty: 4833.994141
	Iteration 25Q: 3 clusters Score -3674355 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3674363.750000 Penalty: 4833.994141
	Iteration 26Q: 3 clusters Score -3674364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -3674359.500000 Penalty: 4833.994141
	Iteration 27Q: 3 clusters Score -3674360 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3674359.250000 Penalty: 4833.994141
	Iteration 28Q: 3 clusters Score -3674359 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3674362.250000 Penalty: 4833.994141
	Iteration 29Q: 3 clusters Score -3674362 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3674375.500000 Penalty: 4833.994141
	Iteration 30Q: 3 clusters Score -3674376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3674366.750000 Penalty: 4833.994141
	Iteration 31Q: 3 clusters Score -3674367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3674376.750000 Penalty: 4833.994141
	Iteration 32Q: 3 clusters Score -3674377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -3674369.500000 Penalty: 4833.994141
	Iteration 33Q: 3 clusters Score -3674370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3674386.250000 Penalty: 4833.994141
	Iteration 34Q: 3 clusters Score -3674386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3674389.500000 Penalty: 4833.994141
	Iteration 35Q: 3 clusters Score -3674390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3674385.000000 Penalty: 4833.994141
	Iteration 36Q: 3 clusters Score -3674385 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3674391.750000 Penalty: 4833.994141
	Iteration 37Q: 3 clusters Score -3674392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3674396.000000 Penalty: 4833.994141
	Iteration 38Q: 3 clusters Score -3674396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3674395.500000 Penalty: 4833.994141
	Iteration 39Q: 3 clusters Score -3674396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -3674391.750000 Penalty: 4833.994141
	Iteration 40F: 3 clusters Score -3674392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3674386.250000 Penalty: 4833.994141
	Iteration 41Q: 3 clusters Score -3674386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3674376.500000 Penalty: 4833.994141
	Iteration 42Q: 3 clusters Score -3674376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3674375.750000 Penalty: 4833.994141
	Iteration 43Q: 3 clusters Score -3674376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -3674374.000000 Penalty: 4833.994141
	Iteration 44Q: 3 clusters Score -3674374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -3674368.500000 Penalty: 4833.994141
	Iteration 45Q: 3 clusters Score -3674368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3674372.750000 Penalty: 4833.994141
	Iteration 46Q: 3 clusters Score -3674373 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3674366.500000 Penalty: 4833.994141
	Iteration 47Q: 3 clusters Score -3674366 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3674346.500000 Penalty: 4833.994141
	Iteration 48Q: 3 clusters Score -3674346 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -3674308.250000 Penalty: 4833.994141
	Iteration 49Q: 3 clusters Score -3674308 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -3674263.750000 Penalty: 4833.994141
	Iteration 50Q: 3 clusters Score -3674264 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -3674219.750000 Penalty: 4833.994141
	Iteration 51Q: 3 clusters Score -3674220 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -3674121.250000 Penalty: 4833.994141
	Iteration 52Q: 3 clusters Score -3674121 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3674014.250000 Penalty: 4833.994141
	Iteration 53Q: 3 clusters Score -3674014 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3673822.500000 Penalty: 4833.994141
	Iteration 54Q: 3 clusters Score -3673822 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3673849.250000 Penalty: 4833.994141
	Iteration 55Q: 3 clusters Score -3673849 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -3673942.000000 Penalty: 4833.994141
	Iteration 56Q: 3 clusters Score -3673942 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3673997.500000 Penalty: 4833.994141
	Iteration 57Q: 3 clusters Score -3673998 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3674063.500000 Penalty: 4833.994141
	Iteration 58Q: 3 clusters Score -3674064 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3674074.250000 Penalty: 4833.994141
	Iteration 59Q: 3 clusters Score -3674074 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3674074.250000 Penalty: 4833.994141
	Iteration 60F: 3 clusters Score -3674074 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3674069.750000 Penalty: 4833.994141
	Iteration 61Q: 3 clusters Score -3674070 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3674038.250000 Penalty: 4833.994141
	Iteration 62Q: 3 clusters Score -3674038 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3674025.000000 Penalty: 4833.994141
	Iteration 63Q: 3 clusters Score -3674025 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3673998.250000 Penalty: 4833.994141
	Iteration 64Q: 3 clusters Score -3673998 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3673989.000000 Penalty: 4833.994141
	Iteration 65Q: 3 clusters Score -3673989 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3673986.250000 Penalty: 4833.994141
	Iteration 66Q: 3 clusters Score -3673986 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3673984.500000 Penalty: 4833.994141
	Iteration 67Q: 3 clusters Score -3673984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3673976.500000 Penalty: 4833.994141
	Iteration 68Q: 3 clusters Score -3673976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3673964.750000 Penalty: 4833.994141
	Iteration 69Q: 3 clusters Score -3673965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3673949.750000 Penalty: 4833.994141
	Iteration 70Q: 3 clusters Score -3673950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3673952.750000 Penalty: 4833.994141
	Iteration 71Q: 3 clusters Score -3673953 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3673947.000000 Penalty: 4833.994141
	Iteration 72Q: 3 clusters Score -3673947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3673945.000000 Penalty: 4833.994141
	Iteration 73Q: 3 clusters Score -3673945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3673931.000000 Penalty: 4833.994141
	Iteration 74Q: 3 clusters Score -3673931 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3673939.250000 Penalty: 4833.994141
	Iteration 75Q: 3 clusters Score -3673939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3673950.000000 Penalty: 4833.994141
	Iteration 76Q: 3 clusters Score -3673950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3673934.750000 Penalty: 4833.994141
	Iteration 77Q: 3 clusters Score -3673935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3673930.000000 Penalty: 4833.994141
	Iteration 78Q: 3 clusters Score -3673930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3673923.250000 Penalty: 4833.994141
	Iteration 79Q: 3 clusters Score -3673923 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3673927.750000 Penalty: 4833.994141
	Iteration 80F: 3 clusters Score -3673928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3673933.500000 Penalty: 4833.994141
	Iteration 81Q: 3 clusters Score -3673934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3673939.000000 Penalty: 4833.994141
	Iteration 82Q: 3 clusters Score -3673939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3673941.000000 Penalty: 4833.994141
	Iteration 83Q: 3 clusters Score -3673941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3673937.250000 Penalty: 4833.994141
	Iteration 84Q: 3 clusters Score -3673937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3673946.750000 Penalty: 4833.994141
	Iteration 85Q: 3 clusters Score -3673947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3673943.500000 Penalty: 4833.994141
	Iteration 86Q: 3 clusters Score -3673944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3673956.500000 Penalty: 4833.994141
	Iteration 87Q: 3 clusters Score -3673956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3673948.500000 Penalty: 4833.994141
	Iteration 88Q: 3 clusters Score -3673948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3673943.000000 Penalty: 4833.994141
	Iteration 89Q: 3 clusters Score -3673943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3673944.250000 Penalty: 4833.994141
	Iteration 90Q: 3 clusters Score -3673944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3673952.000000 Penalty: 4833.994141
	Iteration 91Q: 3 clusters Score -3673952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3673955.500000 Penalty: 4833.994141
	Iteration 92Q: 3 clusters Score -3673956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3673954.000000 Penalty: 4833.994141
	Iteration 93Q: 3 clusters Score -3673954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3673947.000000 Penalty: 4833.994141
	Iteration 94Q: 3 clusters Score -3673947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3673940.000000 Penalty: 4833.994141
	Iteration 95Q: 3 clusters Score -3673940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3673942.500000 Penalty: 4833.994141
	Iteration 96Q: 3 clusters Score -3673942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3673938.250000 Penalty: 4833.994141
	Iteration 97Q: 3 clusters Score -3673938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3673938.500000 Penalty: 4833.994141
	Iteration 98Q: 3 clusters Score -3673938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3673936.250000 Penalty: 4833.994141
	Iteration 99Q: 3 clusters Score -3673936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3673930.750000 Penalty: 4833.994141
	Iteration 100F: 3 clusters Score -3673931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3673939.750000 Penalty: 4833.994141
	Iteration 101Q: 3 clusters Score -3673940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3673953.250000 Penalty: 4833.994141
	Iteration 102Q: 3 clusters Score -3673953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3673940.250000 Penalty: 4833.994141
	Iteration 103Q: 3 clusters Score -3673940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3673941.750000 Penalty: 4833.994141
	Iteration 104Q: 3 clusters Score -3673942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3673947.250000 Penalty: 4833.994141
	Iteration 105Q: 3 clusters Score -3673947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3673940.500000 Penalty: 4833.994141
	Iteration 106Q: 3 clusters Score -3673940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3673935.000000 Penalty: 4833.994141
	Iteration 107Q: 3 clusters Score -3673935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3673937.750000 Penalty: 4833.994141
	Iteration 108Q: 3 clusters Score -3673938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3673941.250000 Penalty: 4833.994141
	Iteration 109Q: 3 clusters Score -3673941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3673943.500000 Penalty: 4833.994141
	Iteration 110Q: 3 clusters Score -3673944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3673940.750000 Penalty: 4833.994141
	Iteration 111Q: 3 clusters Score -3673941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3673947.000000 Penalty: 4833.994141
	Iteration 112Q: 3 clusters Score -3673947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3673943.750000 Penalty: 4833.994141
	Iteration 113Q: 3 clusters Score -3673944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3673938.250000 Penalty: 4833.994141
	Iteration 114Q: 3 clusters Score -3673938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3673936.750000 Penalty: 4833.994141
	Iteration 115Q: 3 clusters Score -3673937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3673936.500000 Penalty: 4833.994141
	Iteration 116Q: 3 clusters Score -3673936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3673936.500000 Penalty: 4833.994141
	Iteration 117F: 3 clusters Score -3673936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -262033.468750 Penalty: 1797.452637
	Iteration 0F: 2 clusters Score -262033.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -259849.687500 Penalty: 3594.905273
	Iteration 0F: 3 clusters Score -259849.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -260439.453125 Penalty: 3594.905273
	Iteration 1F: 3 clusters Score -260439.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -260799.703125 Penalty: 3594.905273
	Iteration 2F: 3 clusters Score -260799.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -261006.546875 Penalty: 3594.905273
	Iteration 3F: 3 clusters Score -261006.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -261118.359375 Penalty: 3594.905273
	Iteration 4Q: 3 clusters Score -261118.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -261193.953125 Penalty: 3594.905273
	Iteration 5Q: 3 clusters Score -261194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -261262.640625 Penalty: 3594.905273
	Iteration 6Q: 3 clusters Score -261262.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -261312.718750 Penalty: 3594.905273
	Iteration 7Q: 3 clusters Score -261312.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -261353.937500 Penalty: 3594.905273
	Iteration 8Q: 3 clusters Score -261353.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -261373.281250 Penalty: 3594.905273
	Iteration 9Q: 3 clusters Score -261373.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -261383.171875 Penalty: 3594.905273
	Iteration 10Q: 3 clusters Score -261383.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -261393.640625 Penalty: 3594.905273
	Iteration 11Q: 3 clusters Score -261393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -261398.296875 Penalty: 3594.905273
	Iteration 12Q: 3 clusters Score -261398.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -261407.562500 Penalty: 3594.905273
	Iteration 13Q: 3 clusters Score -261407.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -261411.125000 Penalty: 3594.905273
	Iteration 14Q: 3 clusters Score -261411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -261412.937500 Penalty: 3594.905273
	Iteration 15Q: 3 clusters Score -261412.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -261414.437500 Penalty: 3594.905273
	Iteration 16Q: 3 clusters Score -261414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -261415.203125 Penalty: 3594.905273
	Iteration 17Q: 3 clusters Score -261415.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -261415.203125 Penalty: 3594.905273
	Iteration 18F: 3 clusters Score -261415.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -36288.687500 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -36288.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35193.550781 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -35193.55 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35439.527344 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -35439.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35514.152344 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -35514.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35557.003906 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -35557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35590.187500 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -35590.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35605.386719 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -35605.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35607.355469 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -35607.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35607.355469 Penalty: 2824.091309
	Iteration 7F: 3 clusters Score -35607.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -413796.812500 Penalty: 1923.642578
	Iteration 0F: 2 clusters Score -413796.8 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 1158 members 
Entering Unmasked Estep 
Score: -410970.875000 Penalty: 3847.285156
	Iteration 0F: 3 clusters Score -410970.9 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -411661.937500 Penalty: 3847.285156
	Iteration 1F: 3 clusters Score -411661.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -411905.031250 Penalty: 3847.285156
	Iteration 2F: 3 clusters Score -411905 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -412085.250000 Penalty: 3847.285156
	Iteration 3F: 3 clusters Score -412085.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -412258.281250 Penalty: 3847.285156
	Iteration 4F: 3 clusters Score -412258.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -412402.937500 Penalty: 3847.285156
	Iteration 5F: 3 clusters Score -412402.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -412525.187500 Penalty: 3847.285156
	Iteration 6Q: 3 clusters Score -412525.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -412623.843750 Penalty: 3847.285156
	Iteration 7Q: 3 clusters Score -412623.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -412742.187500 Penalty: 3847.285156
	Iteration 8Q: 3 clusters Score -412742.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -412880.906250 Penalty: 3847.285156
	Iteration 9Q: 3 clusters Score -412880.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -413042.812500 Penalty: 3847.285156
	Iteration 10Q: 3 clusters Score -413042.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -413194.937500 Penalty: 3847.285156
	Iteration 11Q: 3 clusters Score -413194.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -413304.593750 Penalty: 3847.285156
	Iteration 12Q: 3 clusters Score -413304.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -413422.343750 Penalty: 3847.285156
	Iteration 13Q: 3 clusters Score -413422.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -413518.250000 Penalty: 3847.285156
	Iteration 14Q: 3 clusters Score -413518.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -413588.156250 Penalty: 3847.285156
	Iteration 15Q: 3 clusters Score -413588.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -413644.312500 Penalty: 3847.285156
	Iteration 16Q: 3 clusters Score -413644.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -413677.781250 Penalty: 3847.285156
	Iteration 17Q: 3 clusters Score -413677.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -413695.750000 Penalty: 3847.285156
	Iteration 18Q: 3 clusters Score -413695.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -413709.031250 Penalty: 3847.285156
	Iteration 19Q: 3 clusters Score -413709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -413726.250000 Penalty: 3847.285156
	Iteration 20F: 3 clusters Score -413726.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -413745.687500 Penalty: 3847.285156
	Iteration 21Q: 3 clusters Score -413745.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -413758.968750 Penalty: 3847.285156
	Iteration 22Q: 3 clusters Score -413759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -413774.125000 Penalty: 3847.285156
	Iteration 23Q: 3 clusters Score -413774.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -413786.656250 Penalty: 3847.285156
	Iteration 24Q: 3 clusters Score -413786.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -413802.812500 Penalty: 3847.285156
	Iteration 25Q: 3 clusters Score -413802.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -413814.968750 Penalty: 3847.285156
	Iteration 26Q: 3 clusters Score -413815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -413824.156250 Penalty: 3847.285156
	Iteration 27Q: 3 clusters Score -413824.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -413835.718750 Penalty: 3847.285156
	Iteration 28Q: 3 clusters Score -413835.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -413849.000000 Penalty: 3847.285156
	Iteration 29Q: 3 clusters Score -413849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -413865.781250 Penalty: 3847.285156
	Iteration 30Q: 3 clusters Score -413865.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -413871.750000 Penalty: 3847.285156
	Iteration 31Q: 3 clusters Score -413871.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -413881.406250 Penalty: 3847.285156
	Iteration 32Q: 3 clusters Score -413881.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -413887.812500 Penalty: 3847.285156
	Iteration 33Q: 3 clusters Score -413887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -413890.312500 Penalty: 3847.285156
	Iteration 34Q: 3 clusters Score -413890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -413891.062500 Penalty: 3847.285156
	Iteration 35Q: 3 clusters Score -413891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -413892.156250 Penalty: 3847.285156
	Iteration 36Q: 3 clusters Score -413892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -413891.843750 Penalty: 3847.285156
	Iteration 37Q: 3 clusters Score -413891.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -413891.843750 Penalty: 3847.285156
	Iteration 38F: 3 clusters Score -413891.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 14996 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27791 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14546 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14206 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 22076 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25699 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 6018 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22423 members 
Mstep: Class 30 contains 44726 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 23012 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26800 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17085 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 1168 members 
Mstep: Class 44 contains 26550 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8707 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27727 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 1169 members 
Entering Unmasked Estep 
Score: -84204232.000000 Penalty: 170644.796875
Splitting cluster 43 changes total score from -84205120.000000 to -84204232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (26550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Entering Unmasked Estep 
Score: -5212546.500000 Penalty: 2526.322510
	Iteration 0F: 2 clusters Score -5212546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -5195835.000000 Penalty: 5052.645020
	Iteration 0F: 3 clusters Score -5195835 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -5202240.500000 Penalty: 5052.645020
	Iteration 1F: 3 clusters Score -5202240 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -5202755.000000 Penalty: 5052.645020
	Iteration 2F: 3 clusters Score -5202755 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -5203266.000000 Penalty: 5052.645020
	Iteration 3Q: 3 clusters Score -5203266 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -5203850.500000 Penalty: 5052.645020
	Iteration 4Q: 3 clusters Score -5203850 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -5204567.000000 Penalty: 5052.645020
	Iteration 5F: 3 clusters Score -5204567 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -5205542.500000 Penalty: 5052.645020
	Iteration 6F: 3 clusters Score -5205542 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -5206700.500000 Penalty: 5052.645020
	Iteration 7F: 3 clusters Score -5206700 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -5207947.000000 Penalty: 5052.645020
	Iteration 8F: 3 clusters Score -5207947 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -5209094.500000 Penalty: 5052.645020
	Iteration 9F: 3 clusters Score -5209094 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -5209892.000000 Penalty: 5052.645020
	Iteration 10F: 3 clusters Score -5209892 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -5210306.500000 Penalty: 5052.645020
	Iteration 11Q: 3 clusters Score -5210306 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -5210481.000000 Penalty: 5052.645020
	Iteration 12Q: 3 clusters Score -5210481 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -5210535.000000 Penalty: 5052.645020
	Iteration 13Q: 3 clusters Score -5210535 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -5210556.000000 Penalty: 5052.645020
	Iteration 14Q: 3 clusters Score -5210556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -5210560.500000 Penalty: 5052.645020
	Iteration 15Q: 3 clusters Score -5210560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -5210582.000000 Penalty: 5052.645020
	Iteration 16Q: 3 clusters Score -5210582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -5210577.000000 Penalty: 5052.645020
	Iteration 17Q: 3 clusters Score -5210577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -5210569.500000 Penalty: 5052.645020
	Iteration 18Q: 3 clusters Score -5210570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -5210575.000000 Penalty: 5052.645020
	Iteration 19Q: 3 clusters Score -5210575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -5210572.500000 Penalty: 5052.645020
	Iteration 20F: 3 clusters Score -5210572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -5210580.500000 Penalty: 5052.645020
	Iteration 21Q: 3 clusters Score -5210580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -5210581.000000 Penalty: 5052.645020
	Iteration 22Q: 3 clusters Score -5210581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -5210581.500000 Penalty: 5052.645020
	Iteration 23Q: 3 clusters Score -5210582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -5210583.000000 Penalty: 5052.645020
	Iteration 24Q: 3 clusters Score -5210583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -5210579.500000 Penalty: 5052.645020
	Iteration 25Q: 3 clusters Score -5210580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -5210574.500000 Penalty: 5052.645020
	Iteration 26Q: 3 clusters Score -5210574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5210577.000000 Penalty: 5052.645020
	Iteration 27Q: 3 clusters Score -5210577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -5210580.000000 Penalty: 5052.645020
	Iteration 28Q: 3 clusters Score -5210580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5210575.500000 Penalty: 5052.645020
	Iteration 29Q: 3 clusters Score -5210576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5210575.500000 Penalty: 5052.645020
	Iteration 30F: 3 clusters Score -5210576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -88004.875000 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -88004.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -86522.164062 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -86522.16 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -86749.421875 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -86749.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86920.742188 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -86920.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -87082.226562 Penalty: 3123.366211
	Iteration 3F: 3 clusters Score -87082.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -87156.015625 Penalty: 3123.366211
	Iteration 4F: 3 clusters Score -87156.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87223.304688 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -87223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -87245.117188 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -87245.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87267.164062 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -87267.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87270.640625 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -87270.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87270.640625 Penalty: 3123.366211
	Iteration 9F: 3 clusters Score -87270.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -309085.625000 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -309085.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -306667.437500 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -306667.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -307228.281250 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -307228.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -307375.062500 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -307375.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -307443.031250 Penalty: 3692.637207
	Iteration 3Q: 3 clusters Score -307443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -307499.906250 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -307499.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -307546.093750 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -307546.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -307575.718750 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -307575.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -307603.437500 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -307603.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -307619.437500 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -307619.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -307640.062500 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -307640.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -307659.218750 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -307659.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -307674.312500 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -307674.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -307678.968750 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -307679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -307683.343750 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -307683.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -307690.687500 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -307690.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -307699.812500 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -307699.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -307705.937500 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -307705.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -307708.406250 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -307708.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -307715.250000 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -307715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -307723.468750 Penalty: 3692.637207
	Iteration 19Q: 3 clusters Score -307723.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -307734.500000 Penalty: 3692.637207
	Iteration 20F: 3 clusters Score -307734.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -307744.781250 Penalty: 3692.637207
	Iteration 21Q: 3 clusters Score -307744.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -307748.468750 Penalty: 3692.637207
	Iteration 22Q: 3 clusters Score -307748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -307750.625000 Penalty: 3692.637207
	Iteration 23Q: 3 clusters Score -307750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -307751.437500 Penalty: 3692.637207
	Iteration 24Q: 3 clusters Score -307751.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -307751.906250 Penalty: 3692.637207
	Iteration 25Q: 3 clusters Score -307751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -307753.500000 Penalty: 3692.637207
	Iteration 26Q: 3 clusters Score -307753.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -307755.343750 Penalty: 3692.637207
	Iteration 27Q: 3 clusters Score -307755.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -307755.343750 Penalty: 3692.637207
	Iteration 28F: 3 clusters Score -307755.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -53372.750000 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -53372.75 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 182 members 
Entering Unmasked Estep 
Score: -52060.875000 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -52060.88 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52248.710938 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -52248.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52298.152344 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -52298.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52346.156250 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -52346.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -52379.398438 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -52379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -52402.023438 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -52402.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -52411.351562 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -52411.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -52414.761719 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -52414.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -52417.031250 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -52417.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -52417.031250 Penalty: 2934.436279
	Iteration 9F: 3 clusters Score -52417.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Entering Unmasked Estep 
Score: -1629629.250000 Penalty: 2249.826904
	Iteration 0F: 2 clusters Score -1629629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1622746.500000 Penalty: 4499.653809
	Iteration 0F: 3 clusters Score -1622746 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1624676.625000 Penalty: 4499.653809
	Iteration 1F: 3 clusters Score -1624677 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1624950.000000 Penalty: 4499.653809
	Iteration 2F: 3 clusters Score -1624950 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1625141.250000 Penalty: 4499.653809
	Iteration 3F: 3 clusters Score -1625141 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1625289.875000 Penalty: 4499.653809
	Iteration 4Q: 3 clusters Score -1625290 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1625417.750000 Penalty: 4499.653809
	Iteration 5Q: 3 clusters Score -1625418 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1625556.375000 Penalty: 4499.653809
	Iteration 6Q: 3 clusters Score -1625556 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1625709.625000 Penalty: 4499.653809
	Iteration 7Q: 3 clusters Score -1625710 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1625858.000000 Penalty: 4499.653809
	Iteration 8Q: 3 clusters Score -1625858 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1626018.500000 Penalty: 4499.653809
	Iteration 9Q: 3 clusters Score -1626018 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1626183.750000 Penalty: 4499.653809
	Iteration 10Q: 3 clusters Score -1626184 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1626374.500000 Penalty: 4499.653809
	Iteration 11Q: 3 clusters Score -1626374 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1626573.250000 Penalty: 4499.653809
	Iteration 12Q: 3 clusters Score -1626573 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1626788.250000 Penalty: 4499.653809
	Iteration 13Q: 3 clusters Score -1626788 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1626985.875000 Penalty: 4499.653809
	Iteration 14Q: 3 clusters Score -1626986 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1627115.750000 Penalty: 4499.653809
	Iteration 15Q: 3 clusters Score -1627116 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1627228.875000 Penalty: 4499.653809
	Iteration 16Q: 3 clusters Score -1627229 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1627320.375000 Penalty: 4499.653809
	Iteration 17Q: 3 clusters Score -1627320 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1627387.625000 Penalty: 4499.653809
	Iteration 18Q: 3 clusters Score -1627388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1627431.375000 Penalty: 4499.653809
	Iteration 19Q: 3 clusters Score -1627431 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1627472.625000 Penalty: 4499.653809
	Iteration 20F: 3 clusters Score -1627473 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1627491.750000 Penalty: 4499.653809
	Iteration 21Q: 3 clusters Score -1627492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1627513.375000 Penalty: 4499.653809
	Iteration 22Q: 3 clusters Score -1627513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1627531.500000 Penalty: 4499.653809
	Iteration 23Q: 3 clusters Score -1627532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1627549.375000 Penalty: 4499.653809
	Iteration 24Q: 3 clusters Score -1627549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1627558.625000 Penalty: 4499.653809
	Iteration 25Q: 3 clusters Score -1627559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1627568.875000 Penalty: 4499.653809
	Iteration 26Q: 3 clusters Score -1627569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1627571.875000 Penalty: 4499.653809
	Iteration 27Q: 3 clusters Score -1627572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1627577.500000 Penalty: 4499.653809
	Iteration 28Q: 3 clusters Score -1627578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1627580.500000 Penalty: 4499.653809
	Iteration 29Q: 3 clusters Score -1627580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1627584.375000 Penalty: 4499.653809
	Iteration 30Q: 3 clusters Score -1627584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1627588.875000 Penalty: 4499.653809
	Iteration 31Q: 3 clusters Score -1627589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1627591.375000 Penalty: 4499.653809
	Iteration 32Q: 3 clusters Score -1627591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1627593.125000 Penalty: 4499.653809
	Iteration 33Q: 3 clusters Score -1627593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1627596.125000 Penalty: 4499.653809
	Iteration 34Q: 3 clusters Score -1627596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1627598.375000 Penalty: 4499.653809
	Iteration 35Q: 3 clusters Score -1627598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1627599.500000 Penalty: 4499.653809
	Iteration 36Q: 3 clusters Score -1627600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1627599.250000 Penalty: 4499.653809
	Iteration 37Q: 3 clusters Score -1627599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1627599.250000 Penalty: 4499.653809
	Iteration 38F: 3 clusters Score -1627599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -25967.187500 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -25967.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25111.013672 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -25111.01 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25343.859375 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -25343.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25437.937500 Penalty: 2798.385986
	Iteration 2F: 3 clusters Score -25437.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -25487.546875 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -25487.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -25533.441406 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -25533.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -25573.125000 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -25573.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -25584.160156 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -25584.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -25584.476562 Penalty: 2798.385986
	Iteration 7F: 3 clusters Score -25584.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -25635.580078 Penalty: 2798.385986
	Iteration 8Q: 3 clusters Score -25635.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -25640.294922 Penalty: 2798.385986
	Iteration 9Q: 3 clusters Score -25640.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -25640.294922 Penalty: 2798.385986
	Iteration 10F: 3 clusters Score -25640.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -73565.171875 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -73565.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72159.062500 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -72159.06 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72490.109375 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -72490.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -72689.015625 Penalty: 3071.411621
	Iteration 2F: 3 clusters Score -72689.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -72795.195312 Penalty: 3071.411621
	Iteration 3Q: 3 clusters Score -72795.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -72919.156250 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -72919.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -73089.781250 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -73089.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -73307.250000 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -73307.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -73394.500000 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -73394.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -73439.460938 Penalty: 3071.411621
	Iteration 8Q: 3 clusters Score -73439.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73456.851562 Penalty: 3071.411621
	Iteration 9Q: 3 clusters Score -73456.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73468.062500 Penalty: 3071.411621
	Iteration 10Q: 3 clusters Score -73468.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -73478.953125 Penalty: 3071.411621
	Iteration 11Q: 3 clusters Score -73478.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -73478.953125 Penalty: 3071.411621
	Iteration 12F: 3 clusters Score -73478.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (27727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Entering Unmasked Estep 
Score: -5443246.000000 Penalty: 2537.080078
	Iteration 0F: 2 clusters Score -5443246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -5426409.000000 Penalty: 5074.160156
	Iteration 0F: 3 clusters Score -5426409 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -5433243.000000 Penalty: 5074.160156
	Iteration 1F: 3 clusters Score -5433243 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -5433691.500000 Penalty: 5074.160156
	Iteration 2F: 3 clusters Score -5433692 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -5434083.000000 Penalty: 5074.160156
	Iteration 3Q: 3 clusters Score -5434083 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -5434441.000000 Penalty: 5074.160156
	Iteration 4Q: 3 clusters Score -5434441 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -5434906.500000 Penalty: 5074.160156
	Iteration 5Q: 3 clusters Score -5434906 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -5435402.000000 Penalty: 5074.160156
	Iteration 6Q: 3 clusters Score -5435402 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -5435990.500000 Penalty: 5074.160156
	Iteration 7Q: 3 clusters Score -5435990 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -5436819.000000 Penalty: 5074.160156
	Iteration 8Q: 3 clusters Score -5436819 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -5437743.000000 Penalty: 5074.160156
	Iteration 9F: 3 clusters Score -5437743 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -5438566.500000 Penalty: 5074.160156
	Iteration 10Q: 3 clusters Score -5438566 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -5439131.000000 Penalty: 5074.160156
	Iteration 11Q: 3 clusters Score -5439131 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -5439592.000000 Penalty: 5074.160156
	Iteration 12Q: 3 clusters Score -5439592 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5439931.500000 Penalty: 5074.160156
	Iteration 13Q: 3 clusters Score -5439932 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -5440175.500000 Penalty: 5074.160156
	Iteration 14Q: 3 clusters Score -5440176 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -5440350.500000 Penalty: 5074.160156
	Iteration 15Q: 3 clusters Score -5440350 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -5440429.000000 Penalty: 5074.160156
	Iteration 16Q: 3 clusters Score -5440429 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -5440502.000000 Penalty: 5074.160156
	Iteration 17Q: 3 clusters Score -5440502 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -5440539.000000 Penalty: 5074.160156
	Iteration 18Q: 3 clusters Score -5440539 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -5440575.500000 Penalty: 5074.160156
	Iteration 19Q: 3 clusters Score -5440576 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -5440588.500000 Penalty: 5074.160156
	Iteration 20F: 3 clusters Score -5440588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -5440615.500000 Penalty: 5074.160156
	Iteration 21Q: 3 clusters Score -5440616 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -5440624.500000 Penalty: 5074.160156
	Iteration 22Q: 3 clusters Score -5440624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -5440639.000000 Penalty: 5074.160156
	Iteration 23Q: 3 clusters Score -5440639 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -5440648.000000 Penalty: 5074.160156
	Iteration 24Q: 3 clusters Score -5440648 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -5440665.000000 Penalty: 5074.160156
	Iteration 25Q: 3 clusters Score -5440665 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -5440689.500000 Penalty: 5074.160156
	Iteration 26Q: 3 clusters Score -5440690 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -5440705.000000 Penalty: 5074.160156
	Iteration 27Q: 3 clusters Score -5440705 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -5440703.500000 Penalty: 5074.160156
	Iteration 28Q: 3 clusters Score -5440704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -5440723.000000 Penalty: 5074.160156
	Iteration 29Q: 3 clusters Score -5440723 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -5440719.500000 Penalty: 5074.160156
	Iteration 30Q: 3 clusters Score -5440720 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -5440743.000000 Penalty: 5074.160156
	Iteration 31Q: 3 clusters Score -5440743 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -5440759.000000 Penalty: 5074.160156
	Iteration 32Q: 3 clusters Score -5440759 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -5440758.500000 Penalty: 5074.160156
	Iteration 33Q: 3 clusters Score -5440758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -5440753.500000 Penalty: 5074.160156
	Iteration 34Q: 3 clusters Score -5440754 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -5440764.000000 Penalty: 5074.160156
	Iteration 35Q: 3 clusters Score -5440764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -5440775.000000 Penalty: 5074.160156
	Iteration 36Q: 3 clusters Score -5440775 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -5440790.500000 Penalty: 5074.160156
	Iteration 37Q: 3 clusters Score -5440790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -5440799.000000 Penalty: 5074.160156
	Iteration 38Q: 3 clusters Score -5440799 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -5440781.500000 Penalty: 5074.160156
	Iteration 39Q: 3 clusters Score -5440782 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -5440787.000000 Penalty: 5074.160156
	Iteration 40F: 3 clusters Score -5440787 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -5440798.500000 Penalty: 5074.160156
	Iteration 41Q: 3 clusters Score -5440798 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -5440823.000000 Penalty: 5074.160156
	Iteration 42Q: 3 clusters Score -5440823 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -5440834.000000 Penalty: 5074.160156
	Iteration 43Q: 3 clusters Score -5440834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -5440870.500000 Penalty: 5074.160156
	Iteration 44Q: 3 clusters Score -5440870 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -5440886.000000 Penalty: 5074.160156
	Iteration 45Q: 3 clusters Score -5440886 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -5440892.500000 Penalty: 5074.160156
	Iteration 46Q: 3 clusters Score -5440892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -5440921.000000 Penalty: 5074.160156
	Iteration 47Q: 3 clusters Score -5440921 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -5440930.500000 Penalty: 5074.160156
	Iteration 48Q: 3 clusters Score -5440930 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -5440931.000000 Penalty: 5074.160156
	Iteration 49Q: 3 clusters Score -5440931 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -5440956.500000 Penalty: 5074.160156
	Iteration 50Q: 3 clusters Score -5440956 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -5440964.500000 Penalty: 5074.160156
	Iteration 51Q: 3 clusters Score -5440964 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -5440994.500000 Penalty: 5074.160156
	Iteration 52Q: 3 clusters Score -5440994 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -5441014.500000 Penalty: 5074.160156
	Iteration 53Q: 3 clusters Score -5441014 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -5441025.000000 Penalty: 5074.160156
	Iteration 54Q: 3 clusters Score -5441025 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -5441034.000000 Penalty: 5074.160156
	Iteration 55Q: 3 clusters Score -5441034 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5441069.500000 Penalty: 5074.160156
	Iteration 56Q: 3 clusters Score -5441070 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -5441099.500000 Penalty: 5074.160156
	Iteration 57Q: 3 clusters Score -5441100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -5441112.500000 Penalty: 5074.160156
	Iteration 58Q: 3 clusters Score -5441112 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -5441110.500000 Penalty: 5074.160156
	Iteration 59Q: 3 clusters Score -5441110 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -5441120.500000 Penalty: 5074.160156
	Iteration 60F: 3 clusters Score -5441120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -5441122.000000 Penalty: 5074.160156
	Iteration 61Q: 3 clusters Score -5441122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -5441136.000000 Penalty: 5074.160156
	Iteration 62Q: 3 clusters Score -5441136 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -5441138.500000 Penalty: 5074.160156
	Iteration 63Q: 3 clusters Score -5441138 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -5441156.500000 Penalty: 5074.160156
	Iteration 64Q: 3 clusters Score -5441156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -5441169.000000 Penalty: 5074.160156
	Iteration 65Q: 3 clusters Score -5441169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -5441181.000000 Penalty: 5074.160156
	Iteration 66Q: 3 clusters Score -5441181 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -5441175.000000 Penalty: 5074.160156
	Iteration 67Q: 3 clusters Score -5441175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -5441192.000000 Penalty: 5074.160156
	Iteration 68Q: 3 clusters Score -5441192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -5441187.000000 Penalty: 5074.160156
	Iteration 69Q: 3 clusters Score -5441187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -5441191.000000 Penalty: 5074.160156
	Iteration 70Q: 3 clusters Score -5441191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -5441203.500000 Penalty: 5074.160156
	Iteration 71Q: 3 clusters Score -5441204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -5441199.000000 Penalty: 5074.160156
	Iteration 72Q: 3 clusters Score -5441199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -5441191.500000 Penalty: 5074.160156
	Iteration 73Q: 3 clusters Score -5441192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -5441190.000000 Penalty: 5074.160156
	Iteration 74Q: 3 clusters Score -5441190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -5441195.000000 Penalty: 5074.160156
	Iteration 75Q: 3 clusters Score -5441195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -5441186.000000 Penalty: 5074.160156
	Iteration 76Q: 3 clusters Score -5441186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -5441187.500000 Penalty: 5074.160156
	Iteration 77Q: 3 clusters Score -5441188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -5441193.500000 Penalty: 5074.160156
	Iteration 78Q: 3 clusters Score -5441194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -5441203.000000 Penalty: 5074.160156
	Iteration 79Q: 3 clusters Score -5441203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -5441199.000000 Penalty: 5074.160156
	Iteration 80F: 3 clusters Score -5441199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -5441196.000000 Penalty: 5074.160156
	Iteration 81Q: 3 clusters Score -5441196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -5441200.500000 Penalty: 5074.160156
	Iteration 82Q: 3 clusters Score -5441200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -5441198.000000 Penalty: 5074.160156
	Iteration 83Q: 3 clusters Score -5441198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -5441199.000000 Penalty: 5074.160156
	Iteration 84Q: 3 clusters Score -5441199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -5441200.000000 Penalty: 5074.160156
	Iteration 85Q: 3 clusters Score -5441200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -5441202.000000 Penalty: 5074.160156
	Iteration 86Q: 3 clusters Score -5441202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -5441202.000000 Penalty: 5074.160156
	Iteration 87F: 3 clusters Score -5441202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -121150.578125 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -121150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -119488.218750 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -119488.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -119807.242188 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -119807.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -119989.593750 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -119989.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -120126.765625 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -120126.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -120185.359375 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -120185.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -120225.632812 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -120225.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -120302.984375 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -120303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -120327.976562 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -120328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -120338.406250 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -120338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -120341.093750 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -120341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -120349.203125 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -120349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -120355.671875 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -120355.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -120364.593750 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -120364.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -120378.726562 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -120378.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -120398.257812 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -120398.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -120416.242188 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -120416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -120447.640625 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -120447.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -120483.968750 Penalty: 3274.210205
	Iteration 17Q: 3 clusters Score -120484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -120500.468750 Penalty: 3274.210205
	Iteration 18Q: 3 clusters Score -120500.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -120508.343750 Penalty: 3274.210205
	Iteration 19Q: 3 clusters Score -120508.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -120520.664062 Penalty: 3274.210205
	Iteration 20F: 3 clusters Score -120520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -120528.539062 Penalty: 3274.210205
	Iteration 21Q: 3 clusters Score -120528.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -120537.070312 Penalty: 3274.210205
	Iteration 22Q: 3 clusters Score -120537.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -120541.718750 Penalty: 3274.210205
	Iteration 23Q: 3 clusters Score -120541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -120544.226562 Penalty: 3274.210205
	Iteration 24Q: 3 clusters Score -120544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -120544.226562 Penalty: 3274.210205
	Iteration 25F: 3 clusters Score -120544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 14996 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27791 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14546 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14206 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 22076 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25699 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 6018 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 22423 members 
Mstep: Class 30 contains 44726 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 23012 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26800 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17085 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26550 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8707 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27727 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84206360.000000 Penalty: 167425.093750
Iteration 359Q: 53 clusters Score -8.420636e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 14996 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 27470 members 
Mstep: Class 6 contains 27754 members 
Mstep: Class 7 contains 4631 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14543 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 14151 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 23537 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25439 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 6013 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 22366 members 
Mstep: Class 30 contains 44707 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 23023 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17110 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26621 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17085 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26549 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8736 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27339 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84207616.000000 Penalty: 167425.093750
Iteration 360F: 53 clusters Score -8.420762e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 14995 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 26905 members 
Mstep: Class 6 contains 27315 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14544 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 24647 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 25108 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 22239 members 
Mstep: Class 30 contains 44414 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 23003 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17113 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26441 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17079 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26509 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8699 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26960 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84208480.000000 Penalty: 167425.093750
Iteration 361Q: 53 clusters Score -8.420848e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 14993 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 26392 members 
Mstep: Class 6 contains 26953 members 
Mstep: Class 7 contains 4619 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14542 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 14047 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 25849 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 24756 members 
Mstep: Class 23 contains 2240 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5998 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 22143 members 
Mstep: Class 30 contains 44177 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22969 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17111 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 26223 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17080 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26405 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8685 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26487 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84209272.000000 Penalty: 167425.093750
Iteration 362Q: 53 clusters Score -8.420927e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 14988 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 25907 members 
Mstep: Class 6 contains 26624 members 
Mstep: Class 7 contains 4602 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14536 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6560 members 
Mstep: Class 14 contains 13993 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 26899 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 24388 members 
Mstep: Class 23 contains 2240 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2266 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4038 members 
Mstep: Class 29 contains 22059 members 
Mstep: Class 30 contains 44015 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22902 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17114 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 25992 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17087 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 26221 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8669 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26268 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84209848.000000 Penalty: 167425.093750
Iteration 363Q: 53 clusters Score -8.420985e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 14973 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 25536 members 
Mstep: Class 6 contains 26373 members 
Mstep: Class 7 contains 4590 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14530 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6561 members 
Mstep: Class 14 contains 13934 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 27766 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 24041 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2265 members 
Mstep: Class 26 contains 5988 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4034 members 
Mstep: Class 29 contains 21989 members 
Mstep: Class 30 contains 43866 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22781 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17120 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 25728 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17087 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 25979 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8645 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26237 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84210608.000000 Penalty: 167425.093750
Iteration 364Q: 53 clusters Score -8.421061e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 14966 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 25195 members 
Mstep: Class 6 contains 26104 members 
Mstep: Class 7 contains 4579 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14525 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6561 members 
Mstep: Class 14 contains 13860 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28620 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 23679 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 5989 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4022 members 
Mstep: Class 29 contains 21927 members 
Mstep: Class 30 contains 43761 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22627 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17123 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 25511 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17090 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 25786 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8615 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26187 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211400.000000 Penalty: 167425.093750
Iteration 365Q: 53 clusters Score -8.42114e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 14963 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 24932 members 
Mstep: Class 6 contains 25893 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6561 members 
Mstep: Class 14 contains 13792 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 29237 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 23300 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 5988 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4019 members 
Mstep: Class 29 contains 21860 members 
Mstep: Class 30 contains 43679 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22446 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17120 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 25324 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17094 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 25592 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8608 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26212 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212144.000000 Penalty: 167425.093750
Iteration 366Q: 53 clusters Score -8.421214e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 14965 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 24708 members 
Mstep: Class 6 contains 25627 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14525 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6561 members 
Mstep: Class 14 contains 13738 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 29856 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 22971 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2262 members 
Mstep: Class 26 contains 5987 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4020 members 
Mstep: Class 29 contains 21809 members 
Mstep: Class 30 contains 43615 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22254 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17107 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 25161 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17096 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 25330 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8609 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26198 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212416.000000 Penalty: 167425.093750
Iteration 367Q: 53 clusters Score -8.421242e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 25360 members 
Mstep: Class 7 contains 4549 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14522 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6561 members 
Mstep: Class 14 contains 13668 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 30398 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 22632 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 5987 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4021 members 
Mstep: Class 29 contains 21771 members 
Mstep: Class 30 contains 43565 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 22096 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17099 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 24912 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17100 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 25136 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8595 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26180 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212880.000000 Penalty: 167425.093750
Iteration 368Q: 53 clusters Score -8.421288e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 14977 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 24420 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 4537 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14522 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6561 members 
Mstep: Class 14 contains 13602 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 30788 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 22333 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 5987 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4018 members 
Mstep: Class 29 contains 21739 members 
Mstep: Class 30 contains 43516 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21962 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17079 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 24641 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17096 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 24950 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8598 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26301 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213248.000000 Penalty: 167425.093750
Iteration 369Q: 53 clusters Score -8.421325e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 14979 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 24314 members 
Mstep: Class 6 contains 24914 members 
Mstep: Class 7 contains 4526 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14521 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6564 members 
Mstep: Class 14 contains 13541 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 31088 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 22043 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2262 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 4005 members 
Mstep: Class 29 contains 21685 members 
Mstep: Class 30 contains 43466 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21848 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17064 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 24349 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17097 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 24811 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8608 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26362 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213696.000000 Penalty: 167425.093750
Iteration 370Q: 53 clusters Score -8.42137e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 14974 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24200 members 
Mstep: Class 6 contains 24686 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6566 members 
Mstep: Class 14 contains 13471 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 31356 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 21799 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 5984 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 21658 members 
Mstep: Class 30 contains 43400 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21770 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17060 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 24053 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17082 members 
Mstep: Class 41 contains 1404 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 24654 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8608 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26410 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84214088.000000 Penalty: 167425.093750
Iteration 371Q: 53 clusters Score -8.421409e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 14968 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24093 members 
Mstep: Class 6 contains 24381 members 
Mstep: Class 7 contains 4509 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14522 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6566 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 31739 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2262 members 
Mstep: Class 26 contains 5982 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3986 members 
Mstep: Class 29 contains 21609 members 
Mstep: Class 30 contains 43354 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21696 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17056 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 23743 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17071 members 
Mstep: Class 41 contains 1403 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 24487 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8605 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26588 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84214160.000000 Penalty: 167425.093750
Iteration 372Q: 53 clusters Score -8.421416e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 14962 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 24041 members 
Mstep: Class 6 contains 23975 members 
Mstep: Class 7 contains 4498 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14521 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 13294 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 32069 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 21292 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2266 members 
Mstep: Class 26 contains 5982 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 21591 members 
Mstep: Class 30 contains 43303 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21639 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17053 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 23492 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17073 members 
Mstep: Class 41 contains 1402 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 24335 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8604 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26760 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84214000.000000 Penalty: 167425.093750
Iteration 373Q: 53 clusters Score -8.4214e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 14954 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 23989 members 
Mstep: Class 6 contains 23510 members 
Mstep: Class 7 contains 4489 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 13217 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 32416 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 21056 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2266 members 
Mstep: Class 26 contains 5981 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3963 members 
Mstep: Class 29 contains 21561 members 
Mstep: Class 30 contains 43273 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21567 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17048 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 23289 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17084 members 
Mstep: Class 41 contains 1403 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 24207 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8615 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26872 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213968.000000 Penalty: 167425.093750
Iteration 374Q: 53 clusters Score -8.421397e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 14949 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 23938 members 
Mstep: Class 6 contains 22960 members 
Mstep: Class 7 contains 4482 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14514 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 13122 members 
Mstep: Class 15 contains 5027 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 32754 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 20836 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2264 members 
Mstep: Class 26 contains 5982 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3963 members 
Mstep: Class 29 contains 21506 members 
Mstep: Class 30 contains 43282 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21496 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 527 members 
Mstep: Class 35 contains 17046 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 23091 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17091 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 24122 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8618 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26981 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213976.000000 Penalty: 167425.093750
Iteration 375Q: 53 clusters Score -8.421398e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 14937 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 23929 members 
Mstep: Class 6 contains 22442 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 13045 members 
Mstep: Class 15 contains 5032 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 33027 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 20633 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2265 members 
Mstep: Class 26 contains 5980 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 21474 members 
Mstep: Class 30 contains 43253 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21467 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17061 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 22871 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17098 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 24020 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8629 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27149 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213976.000000 Penalty: 167425.093750
Iteration 376Q: 53 clusters Score -8.421398e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 14928 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 23979 members 
Mstep: Class 6 contains 21993 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 12979 members 
Mstep: Class 15 contains 5032 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 33210 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 20471 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5982 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3946 members 
Mstep: Class 29 contains 21448 members 
Mstep: Class 30 contains 43235 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21413 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17069 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 22697 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17102 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 23963 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8634 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27295 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213696.000000 Penalty: 167425.093750
Iteration 377Q: 53 clusters Score -8.42137e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 14916 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24029 members 
Mstep: Class 6 contains 21615 members 
Mstep: Class 7 contains 4460 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14495 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 12899 members 
Mstep: Class 15 contains 5035 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 33382 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 20374 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5984 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3945 members 
Mstep: Class 29 contains 21419 members 
Mstep: Class 30 contains 43232 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21383 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17078 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 22540 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17120 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 23886 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8630 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27409 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213816.000000 Penalty: 167425.093750
Iteration 378Q: 53 clusters Score -8.421382e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 14910 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24072 members 
Mstep: Class 6 contains 21298 members 
Mstep: Class 7 contains 4457 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14490 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 12815 members 
Mstep: Class 15 contains 5037 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 33571 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 20292 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 5987 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3946 members 
Mstep: Class 29 contains 21406 members 
Mstep: Class 30 contains 43224 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21355 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17082 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 22381 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17136 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 23775 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8629 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27555 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213664.000000 Penalty: 167425.093750
Iteration 379Q: 53 clusters Score -8.421366e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 14900 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24121 members 
Mstep: Class 6 contains 21037 members 
Mstep: Class 7 contains 4453 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14493 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4994 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6572 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 5039 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 33718 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 20203 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5992 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3945 members 
Mstep: Class 29 contains 21375 members 
Mstep: Class 30 contains 43233 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21304 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17085 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 22238 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17144 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 23693 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8632 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27732 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213928.000000 Penalty: 167425.093750
Iteration 380F: 53 clusters Score -8.421393e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24144 members 
Mstep: Class 6 contains 20571 members 
Mstep: Class 7 contains 4449 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14496 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4994 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6572 members 
Mstep: Class 14 contains 12675 members 
Mstep: Class 15 contains 5039 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 33937 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 20127 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5996 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 21344 members 
Mstep: Class 30 contains 43237 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21241 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17070 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 22126 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17162 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 23635 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8637 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27810 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213840.000000 Penalty: 167425.093750
Iteration 381Q: 53 clusters Score -8.421384e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 14892 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24191 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4444 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14493 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6573 members 
Mstep: Class 14 contains 12631 members 
Mstep: Class 15 contains 5038 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34104 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 20027 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 5998 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 21338 members 
Mstep: Class 30 contains 43252 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21206 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17071 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 22034 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17173 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 23554 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8640 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27906 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213528.000000 Penalty: 167425.093750
Iteration 382Q: 53 clusters Score -8.421353e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 14881 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24249 members 
Mstep: Class 6 contains 19741 members 
Mstep: Class 7 contains 4441 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14480 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6574 members 
Mstep: Class 14 contains 12572 members 
Mstep: Class 15 contains 5039 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34236 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 19945 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 6004 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3942 members 
Mstep: Class 29 contains 21310 members 
Mstep: Class 30 contains 43294 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21169 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17073 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21970 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17187 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 23521 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8643 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28023 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213376.000000 Penalty: 167425.093750
Iteration 383Q: 53 clusters Score -8.421338e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 14885 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24319 members 
Mstep: Class 6 contains 19315 members 
Mstep: Class 7 contains 4441 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 12512 members 
Mstep: Class 15 contains 5041 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34326 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 19870 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 6006 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 21301 members 
Mstep: Class 30 contains 43355 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21134 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17056 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21926 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17204 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 23511 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8638 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28133 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212912.000000 Penalty: 167425.093750
Iteration 384Q: 53 clusters Score -8.421291e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 14888 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24388 members 
Mstep: Class 6 contains 18871 members 
Mstep: Class 7 contains 4441 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14467 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 12446 members 
Mstep: Class 15 contains 5041 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34386 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19810 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 6006 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 21299 members 
Mstep: Class 30 contains 43427 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21110 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17040 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21878 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17225 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 23532 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8643 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28212 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212904.000000 Penalty: 167425.093750
Iteration 385Q: 53 clusters Score -8.42129e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 14894 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24461 members 
Mstep: Class 6 contains 18467 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14457 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 12399 members 
Mstep: Class 15 contains 5043 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34406 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19730 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 6003 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3933 members 
Mstep: Class 29 contains 21288 members 
Mstep: Class 30 contains 43517 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21095 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17022 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21824 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17246 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 23580 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8647 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28304 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212840.000000 Penalty: 167425.093750
Iteration 386Q: 53 clusters Score -8.421284e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 14902 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 24539 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14452 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 12367 members 
Mstep: Class 15 contains 5043 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34424 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19675 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3925 members 
Mstep: Class 29 contains 21283 members 
Mstep: Class 30 contains 43598 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21055 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17005 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21772 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17263 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 23629 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8654 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28402 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212576.000000 Penalty: 167425.093750
Iteration 387Q: 53 clusters Score -8.421258e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 14907 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 24572 members 
Mstep: Class 6 contains 17721 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14445 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 5043 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34452 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19655 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 21292 members 
Mstep: Class 30 contains 43678 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21028 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 16999 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21727 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17269 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 23710 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8660 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28489 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212096.000000 Penalty: 167425.093750
Iteration 388Q: 53 clusters Score -8.42121e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 14907 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 24629 members 
Mstep: Class 6 contains 17406 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14441 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 12269 members 
Mstep: Class 15 contains 5042 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34473 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19623 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 6013 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3917 members 
Mstep: Class 29 contains 21295 members 
Mstep: Class 30 contains 43736 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21004 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 16997 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21691 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17271 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 23760 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8668 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28590 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212192.000000 Penalty: 167425.093750
Iteration 389Q: 53 clusters Score -8.421219e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 14906 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24671 members 
Mstep: Class 6 contains 17101 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14436 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 12236 members 
Mstep: Class 15 contains 5041 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34461 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19634 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 21297 members 
Mstep: Class 30 contains 43787 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20961 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17005 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21674 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17272 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 23802 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8678 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28695 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211784.000000 Penalty: 167425.093750
Iteration 390Q: 53 clusters Score -8.421178e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24728 members 
Mstep: Class 6 contains 16807 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14436 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 12208 members 
Mstep: Class 15 contains 5042 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34443 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19660 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 6013 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3917 members 
Mstep: Class 29 contains 21305 members 
Mstep: Class 30 contains 43821 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20916 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17009 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21638 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17273 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 23851 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8681 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28792 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211728.000000 Penalty: 167425.093750
Iteration 391Q: 53 clusters Score -8.421173e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 14911 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24796 members 
Mstep: Class 6 contains 16496 members 
Mstep: Class 7 contains 4438 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14431 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 12175 members 
Mstep: Class 15 contains 5043 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34402 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19720 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3915 members 
Mstep: Class 29 contains 21319 members 
Mstep: Class 30 contains 43856 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20837 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17007 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21610 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17282 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 23947 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8686 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28851 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211480.000000 Penalty: 167425.093750
Iteration 392Q: 53 clusters Score -8.421148e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 14912 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24876 members 
Mstep: Class 6 contains 16246 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14437 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 12142 members 
Mstep: Class 15 contains 5043 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34357 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19747 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 6006 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3914 members 
Mstep: Class 29 contains 21311 members 
Mstep: Class 30 contains 43871 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20785 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17008 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21589 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17290 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 24023 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8701 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28948 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211288.000000 Penalty: 167425.093750
Iteration 393Q: 53 clusters Score -8.421129e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 14913 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24931 members 
Mstep: Class 6 contains 15991 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14434 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6581 members 
Mstep: Class 14 contains 12118 members 
Mstep: Class 15 contains 5044 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34323 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19772 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3913 members 
Mstep: Class 29 contains 21312 members 
Mstep: Class 30 contains 43909 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20718 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17007 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21591 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17294 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 24104 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8706 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 29017 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211368.000000 Penalty: 167425.093750
Iteration 394Q: 53 clusters Score -8.421137e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 14913 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 24999 members 
Mstep: Class 6 contains 15718 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14435 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6581 members 
Mstep: Class 14 contains 12103 members 
Mstep: Class 15 contains 5045 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34324 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19788 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 6010 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3913 members 
Mstep: Class 29 contains 21321 members 
Mstep: Class 30 contains 43943 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20660 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17015 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21597 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17289 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 24186 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8717 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 29045 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211360.000000 Penalty: 167425.093750
Iteration 395Q: 53 clusters Score -8.421136e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 14914 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 25023 members 
Mstep: Class 6 contains 15474 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14439 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 5045 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34348 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19832 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 6013 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3908 members 
Mstep: Class 29 contains 21331 members 
Mstep: Class 30 contains 43981 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20599 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17022 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21611 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17289 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 24270 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8725 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 29081 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211328.000000 Penalty: 167425.093750
Iteration 396Q: 53 clusters Score -8.421133e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 14917 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 25046 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14438 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 12064 members 
Mstep: Class 15 contains 5045 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34348 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19867 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 6017 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3906 members 
Mstep: Class 29 contains 21332 members 
Mstep: Class 30 contains 44038 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20549 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17029 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21615 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17290 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 24351 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8734 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 29114 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84210888.000000 Penalty: 167425.093750
Iteration 397Q: 53 clusters Score -8.421089e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 14913 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 25057 members 
Mstep: Class 6 contains 15014 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14431 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 12050 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 34338 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19943 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 6018 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3909 members 
Mstep: Class 29 contains 21341 members 
Mstep: Class 30 contains 44072 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20491 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17030 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21620 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17300 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 24447 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8729 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 29137 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84210856.000000 Penalty: 167425.093750
Iteration 398Q: 53 clusters Score -8.421086e+07 nChanged 1241
Entering ConstructFrom: 
Score: -84210856.000000 Penalty: 167425.093750
Entering ConstructFrom: 
Trying to split cluster 1 (36573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Entering Unmasked Estep 
Score: -7132034.500000 Penalty: 2605.752197
	Iteration 0F: 2 clusters Score -7132034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -7109883.000000 Penalty: 5211.504395
	Iteration 0F: 3 clusters Score -7109883 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -7119027.500000 Penalty: 5211.504395
	Iteration 1F: 3 clusters Score -7119028 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -7119507.500000 Penalty: 5211.504395
	Iteration 2Q: 3 clusters Score -7119508 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -7119884.000000 Penalty: 5211.504395
	Iteration 3Q: 3 clusters Score -7119884 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -7120290.000000 Penalty: 5211.504395
	Iteration 4Q: 3 clusters Score -7120290 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -7120699.500000 Penalty: 5211.504395
	Iteration 5Q: 3 clusters Score -7120700 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -7121225.500000 Penalty: 5211.504395
	Iteration 6Q: 3 clusters Score -7121226 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -7121816.500000 Penalty: 5211.504395
	Iteration 7Q: 3 clusters Score -7121816 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -7122779.000000 Penalty: 5211.504395
	Iteration 8Q: 3 clusters Score -7122779 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -7123930.000000 Penalty: 5211.504395
	Iteration 9F: 3 clusters Score -7123930 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -7125146.500000 Penalty: 5211.504395
	Iteration 10F: 3 clusters Score -7125146 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -7126114.500000 Penalty: 5211.504395
	Iteration 11Q: 3 clusters Score -7126114 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -7126747.500000 Penalty: 5211.504395
	Iteration 12Q: 3 clusters Score -7126748 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -7127047.000000 Penalty: 5211.504395
	Iteration 13Q: 3 clusters Score -7127047 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -7127216.000000 Penalty: 5211.504395
	Iteration 14Q: 3 clusters Score -7127216 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -7127366.500000 Penalty: 5211.504395
	Iteration 15Q: 3 clusters Score -7127366 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -7127500.000000 Penalty: 5211.504395
	Iteration 16Q: 3 clusters Score -7127500 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -7127679.500000 Penalty: 5211.504395
	Iteration 17Q: 3 clusters Score -7127680 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -7127823.500000 Penalty: 5211.504395
	Iteration 18Q: 3 clusters Score -7127824 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -7127963.500000 Penalty: 5211.504395
	Iteration 19Q: 3 clusters Score -7127964 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -7128090.500000 Penalty: 5211.504395
	Iteration 20F: 3 clusters Score -7128090 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -7128229.500000 Penalty: 5211.504395
	Iteration 21Q: 3 clusters Score -7128230 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -7128380.500000 Penalty: 5211.504395
	Iteration 22Q: 3 clusters Score -7128380 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -7128537.000000 Penalty: 5211.504395
	Iteration 23Q: 3 clusters Score -7128537 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7128660.500000 Penalty: 5211.504395
	Iteration 24Q: 3 clusters Score -7128660 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7128781.500000 Penalty: 5211.504395
	Iteration 25Q: 3 clusters Score -7128782 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7128935.000000 Penalty: 5211.504395
	Iteration 26Q: 3 clusters Score -7128935 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7129021.000000 Penalty: 5211.504395
	Iteration 27Q: 3 clusters Score -7129021 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7129126.000000 Penalty: 5211.504395
	Iteration 28Q: 3 clusters Score -7129126 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7129191.500000 Penalty: 5211.504395
	Iteration 29Q: 3 clusters Score -7129192 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7129247.000000 Penalty: 5211.504395
	Iteration 30Q: 3 clusters Score -7129247 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7129317.500000 Penalty: 5211.504395
	Iteration 31Q: 3 clusters Score -7129318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7129371.000000 Penalty: 5211.504395
	Iteration 32Q: 3 clusters Score -7129371 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7129407.000000 Penalty: 5211.504395
	Iteration 33Q: 3 clusters Score -7129407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7129437.000000 Penalty: 5211.504395
	Iteration 34Q: 3 clusters Score -7129437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7129483.000000 Penalty: 5211.504395
	Iteration 35Q: 3 clusters Score -7129483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7129528.000000 Penalty: 5211.504395
	Iteration 36Q: 3 clusters Score -7129528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7129573.000000 Penalty: 5211.504395
	Iteration 37Q: 3 clusters Score -7129573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7129587.500000 Penalty: 5211.504395
	Iteration 38Q: 3 clusters Score -7129588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7129619.000000 Penalty: 5211.504395
	Iteration 39Q: 3 clusters Score -7129619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7129632.500000 Penalty: 5211.504395
	Iteration 40F: 3 clusters Score -7129632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7129637.000000 Penalty: 5211.504395
	Iteration 41Q: 3 clusters Score -7129637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7129643.000000 Penalty: 5211.504395
	Iteration 42Q: 3 clusters Score -7129643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7129645.000000 Penalty: 5211.504395
	Iteration 43Q: 3 clusters Score -7129645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7129646.000000 Penalty: 5211.504395
	Iteration 44Q: 3 clusters Score -7129646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7129644.000000 Penalty: 5211.504395
	Iteration 45Q: 3 clusters Score -7129644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7129644.000000 Penalty: 5211.504395
	Iteration 46F: 3 clusters Score -7129644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Entering Unmasked Estep 
Score: -3194989.500000 Penalty: 2383.194092
	Iteration 0F: 2 clusters Score -3194990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3184760.500000 Penalty: 4766.388184
	Iteration 0F: 3 clusters Score -3184760 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3188194.000000 Penalty: 4766.388184
	Iteration 1F: 3 clusters Score -3188194 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3188686.000000 Penalty: 4766.388184
	Iteration 2F: 3 clusters Score -3188686 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3189187.500000 Penalty: 4766.388184
	Iteration 3F: 3 clusters Score -3189188 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3189821.000000 Penalty: 4766.388184
	Iteration 4F: 3 clusters Score -3189821 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3190522.250000 Penalty: 4766.388184
	Iteration 5F: 3 clusters Score -3190522 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -3191251.250000 Penalty: 4766.388184
	Iteration 6F: 3 clusters Score -3191251 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3191945.000000 Penalty: 4766.388184
	Iteration 7F: 3 clusters Score -3191945 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3192645.750000 Penalty: 4766.388184
	Iteration 8F: 3 clusters Score -3192646 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3193245.500000 Penalty: 4766.388184
	Iteration 9Q: 3 clusters Score -3193246 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3193579.500000 Penalty: 4766.388184
	Iteration 10Q: 3 clusters Score -3193580 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3193723.000000 Penalty: 4766.388184
	Iteration 11Q: 3 clusters Score -3193723 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -3193749.250000 Penalty: 4766.388184
	Iteration 12Q: 3 clusters Score -3193749 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3193757.250000 Penalty: 4766.388184
	Iteration 13Q: 3 clusters Score -3193757 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3193776.250000 Penalty: 4766.388184
	Iteration 14Q: 3 clusters Score -3193776 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3193757.750000 Penalty: 4766.388184
	Iteration 15Q: 3 clusters Score -3193758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3193751.000000 Penalty: 4766.388184
	Iteration 16Q: 3 clusters Score -3193751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3193757.500000 Penalty: 4766.388184
	Iteration 17Q: 3 clusters Score -3193758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3193754.250000 Penalty: 4766.388184
	Iteration 18Q: 3 clusters Score -3193754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -3193745.500000 Penalty: 4766.388184
	Iteration 19Q: 3 clusters Score -3193746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -3193740.750000 Penalty: 4766.388184
	Iteration 20F: 3 clusters Score -3193741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3193735.750000 Penalty: 4766.388184
	Iteration 21Q: 3 clusters Score -3193736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3193730.000000 Penalty: 4766.388184
	Iteration 22Q: 3 clusters Score -3193730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3193738.250000 Penalty: 4766.388184
	Iteration 23Q: 3 clusters Score -3193738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3193730.750000 Penalty: 4766.388184
	Iteration 24Q: 3 clusters Score -3193731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -3193723.500000 Penalty: 4766.388184
	Iteration 25Q: 3 clusters Score -3193724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3193723.000000 Penalty: 4766.388184
	Iteration 26Q: 3 clusters Score -3193723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -3193722.750000 Penalty: 4766.388184
	Iteration 27Q: 3 clusters Score -3193723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -3193717.500000 Penalty: 4766.388184
	Iteration 28Q: 3 clusters Score -3193718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3193716.500000 Penalty: 4766.388184
	Iteration 29Q: 3 clusters Score -3193716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3193715.250000 Penalty: 4766.388184
	Iteration 30Q: 3 clusters Score -3193715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -3193709.750000 Penalty: 4766.388184
	Iteration 31Q: 3 clusters Score -3193710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3193715.250000 Penalty: 4766.388184
	Iteration 32Q: 3 clusters Score -3193715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -3193718.750000 Penalty: 4766.388184
	Iteration 33Q: 3 clusters Score -3193719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3193714.500000 Penalty: 4766.388184
	Iteration 34Q: 3 clusters Score -3193714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3193714.000000 Penalty: 4766.388184
	Iteration 35Q: 3 clusters Score -3193714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3193720.000000 Penalty: 4766.388184
	Iteration 36Q: 3 clusters Score -3193720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3193713.750000 Penalty: 4766.388184
	Iteration 37Q: 3 clusters Score -3193714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -3193712.000000 Penalty: 4766.388184
	Iteration 38Q: 3 clusters Score -3193712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3193714.500000 Penalty: 4766.388184
	Iteration 39Q: 3 clusters Score -3193714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3193719.500000 Penalty: 4766.388184
	Iteration 40F: 3 clusters Score -3193720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3193728.500000 Penalty: 4766.388184
	Iteration 41Q: 3 clusters Score -3193728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -3193723.000000 Penalty: 4766.388184
	Iteration 42Q: 3 clusters Score -3193723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3193725.750000 Penalty: 4766.388184
	Iteration 43Q: 3 clusters Score -3193726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3193716.750000 Penalty: 4766.388184
	Iteration 44Q: 3 clusters Score -3193717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -3193726.750000 Penalty: 4766.388184
	Iteration 45Q: 3 clusters Score -3193727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3193723.250000 Penalty: 4766.388184
	Iteration 46Q: 3 clusters Score -3193723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3193721.250000 Penalty: 4766.388184
	Iteration 47Q: 3 clusters Score -3193721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3193715.500000 Penalty: 4766.388184
	Iteration 48Q: 3 clusters Score -3193716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -3193717.750000 Penalty: 4766.388184
	Iteration 49Q: 3 clusters Score -3193718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3193719.000000 Penalty: 4766.388184
	Iteration 50Q: 3 clusters Score -3193719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3193711.500000 Penalty: 4766.388184
	Iteration 51Q: 3 clusters Score -3193712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3193712.250000 Penalty: 4766.388184
	Iteration 52Q: 3 clusters Score -3193712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3193712.250000 Penalty: 4766.388184
	Iteration 53Q: 3 clusters Score -3193712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -3193708.000000 Penalty: 4766.388184
	Iteration 54Q: 3 clusters Score -3193708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3193704.750000 Penalty: 4766.388184
	Iteration 55Q: 3 clusters Score -3193705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -3193698.000000 Penalty: 4766.388184
	Iteration 56Q: 3 clusters Score -3193698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3193701.500000 Penalty: 4766.388184
	Iteration 57Q: 3 clusters Score -3193702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3193697.000000 Penalty: 4766.388184
	Iteration 58Q: 3 clusters Score -3193697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3193701.250000 Penalty: 4766.388184
	Iteration 59Q: 3 clusters Score -3193701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3193700.750000 Penalty: 4766.388184
	Iteration 60F: 3 clusters Score -3193701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3193702.250000 Penalty: 4766.388184
	Iteration 61Q: 3 clusters Score -3193702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3193695.500000 Penalty: 4766.388184
	Iteration 62Q: 3 clusters Score -3193696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3193697.250000 Penalty: 4766.388184
	Iteration 63Q: 3 clusters Score -3193697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3193698.750000 Penalty: 4766.388184
	Iteration 64Q: 3 clusters Score -3193699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -3193694.250000 Penalty: 4766.388184
	Iteration 65Q: 3 clusters Score -3193694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -3193697.750000 Penalty: 4766.388184
	Iteration 66Q: 3 clusters Score -3193698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -3193693.000000 Penalty: 4766.388184
	Iteration 67Q: 3 clusters Score -3193693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -3193685.750000 Penalty: 4766.388184
	Iteration 68Q: 3 clusters Score -3193686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3193684.500000 Penalty: 4766.388184
	Iteration 69Q: 3 clusters Score -3193684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3193694.750000 Penalty: 4766.388184
	Iteration 70Q: 3 clusters Score -3193695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -3193683.500000 Penalty: 4766.388184
	Iteration 71Q: 3 clusters Score -3193684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3193688.750000 Penalty: 4766.388184
	Iteration 72Q: 3 clusters Score -3193689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3193685.000000 Penalty: 4766.388184
	Iteration 73Q: 3 clusters Score -3193685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3193679.250000 Penalty: 4766.388184
	Iteration 74Q: 3 clusters Score -3193679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3193684.500000 Penalty: 4766.388184
	Iteration 75Q: 3 clusters Score -3193684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3193675.250000 Penalty: 4766.388184
	Iteration 76Q: 3 clusters Score -3193675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3193671.750000 Penalty: 4766.388184
	Iteration 77Q: 3 clusters Score -3193672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -3193666.250000 Penalty: 4766.388184
	Iteration 78Q: 3 clusters Score -3193666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3193668.250000 Penalty: 4766.388184
	Iteration 79Q: 3 clusters Score -3193668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3193668.750000 Penalty: 4766.388184
	Iteration 80F: 3 clusters Score -3193669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -3193663.000000 Penalty: 4766.388184
	Iteration 81Q: 3 clusters Score -3193663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3193662.500000 Penalty: 4766.388184
	Iteration 82Q: 3 clusters Score -3193662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -3193661.500000 Penalty: 4766.388184
	Iteration 83Q: 3 clusters Score -3193662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3193662.500000 Penalty: 4766.388184
	Iteration 84Q: 3 clusters Score -3193662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3193667.000000 Penalty: 4766.388184
	Iteration 85Q: 3 clusters Score -3193667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -3193663.500000 Penalty: 4766.388184
	Iteration 86Q: 3 clusters Score -3193664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3193666.500000 Penalty: 4766.388184
	Iteration 87Q: 3 clusters Score -3193666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3193666.500000 Penalty: 4766.388184
	Iteration 88F: 3 clusters Score -3193666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -51241.210938 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -51241.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -49995.703125 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -49995.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50107.910156 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -50107.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50151.292969 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -50151.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50156.964844 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -50156.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50159.507812 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -50159.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50164.929688 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -50164.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50164.929688 Penalty: 2829.076172
	Iteration 6F: 3 clusters Score -50164.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -281433.406250 Penalty: 1834.595215
	Iteration 0F: 2 clusters Score -281433.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -279182.656250 Penalty: 3669.190430
	Iteration 0F: 3 clusters Score -279182.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -279917.437500 Penalty: 3669.190430
	Iteration 1F: 3 clusters Score -279917.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -280299.500000 Penalty: 3669.190430
	Iteration 2F: 3 clusters Score -280299.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -280557.812500 Penalty: 3669.190430
	Iteration 3F: 3 clusters Score -280557.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -280728.750000 Penalty: 3669.190430
	Iteration 4F: 3 clusters Score -280728.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -280855.593750 Penalty: 3669.190430
	Iteration 5Q: 3 clusters Score -280855.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -280963.750000 Penalty: 3669.190430
	Iteration 6Q: 3 clusters Score -280963.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -281054.281250 Penalty: 3669.190430
	Iteration 7Q: 3 clusters Score -281054.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -281096.500000 Penalty: 3669.190430
	Iteration 8Q: 3 clusters Score -281096.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -281119.906250 Penalty: 3669.190430
	Iteration 9Q: 3 clusters Score -281119.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -281134.218750 Penalty: 3669.190430
	Iteration 10Q: 3 clusters Score -281134.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -281147.593750 Penalty: 3669.190430
	Iteration 11Q: 3 clusters Score -281147.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -281167.593750 Penalty: 3669.190430
	Iteration 12Q: 3 clusters Score -281167.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -281187.687500 Penalty: 3669.190430
	Iteration 13Q: 3 clusters Score -281187.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -281201.062500 Penalty: 3669.190430
	Iteration 14Q: 3 clusters Score -281201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -281205.187500 Penalty: 3669.190430
	Iteration 15Q: 3 clusters Score -281205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -281206.437500 Penalty: 3669.190430
	Iteration 16Q: 3 clusters Score -281206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -281208.781250 Penalty: 3669.190430
	Iteration 17Q: 3 clusters Score -281208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -281210.750000 Penalty: 3669.190430
	Iteration 18Q: 3 clusters Score -281210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -281212.593750 Penalty: 3669.190430
	Iteration 19Q: 3 clusters Score -281212.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -281212.593750 Penalty: 3669.190430
	Iteration 20F: 3 clusters Score -281212.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Entering Unmasked Estep 
Score: -4919982.000000 Penalty: 2512.147217
	Iteration 0F: 2 clusters Score -4919982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -4903035.500000 Penalty: 5024.294434
	Iteration 0F: 3 clusters Score -4903036 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -4909025.000000 Penalty: 5024.294434
	Iteration 1F: 3 clusters Score -4909025 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -4909453.000000 Penalty: 5024.294434
	Iteration 2F: 3 clusters Score -4909453 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -4909901.000000 Penalty: 5024.294434
	Iteration 3Q: 3 clusters Score -4909901 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -4910506.500000 Penalty: 5024.294434
	Iteration 4Q: 3 clusters Score -4910506 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -4911306.000000 Penalty: 5024.294434
	Iteration 5F: 3 clusters Score -4911306 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -4912373.500000 Penalty: 5024.294434
	Iteration 6F: 3 clusters Score -4912374 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -4913730.500000 Penalty: 5024.294434
	Iteration 7F: 3 clusters Score -4913730 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -4915238.000000 Penalty: 5024.294434
	Iteration 8F: 3 clusters Score -4915238 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -4916430.000000 Penalty: 5024.294434
	Iteration 9F: 3 clusters Score -4916430 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4916933.500000 Penalty: 5024.294434
	Iteration 10Q: 3 clusters Score -4916934 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4917099.500000 Penalty: 5024.294434
	Iteration 11Q: 3 clusters Score -4917100 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4917149.000000 Penalty: 5024.294434
	Iteration 12Q: 3 clusters Score -4917149 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -4917174.000000 Penalty: 5024.294434
	Iteration 13Q: 3 clusters Score -4917174 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4917204.500000 Penalty: 5024.294434
	Iteration 14Q: 3 clusters Score -4917204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4917231.500000 Penalty: 5024.294434
	Iteration 15Q: 3 clusters Score -4917232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -4917232.000000 Penalty: 5024.294434
	Iteration 16Q: 3 clusters Score -4917232 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4917240.500000 Penalty: 5024.294434
	Iteration 17Q: 3 clusters Score -4917240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4917253.500000 Penalty: 5024.294434
	Iteration 18Q: 3 clusters Score -4917254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4917260.500000 Penalty: 5024.294434
	Iteration 19Q: 3 clusters Score -4917260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -4917283.500000 Penalty: 5024.294434
	Iteration 20F: 3 clusters Score -4917284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -4917291.000000 Penalty: 5024.294434
	Iteration 21Q: 3 clusters Score -4917291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -4917290.000000 Penalty: 5024.294434
	Iteration 22Q: 3 clusters Score -4917290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4917290.500000 Penalty: 5024.294434
	Iteration 23Q: 3 clusters Score -4917290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4917291.500000 Penalty: 5024.294434
	Iteration 24Q: 3 clusters Score -4917292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -4917289.000000 Penalty: 5024.294434
	Iteration 25Q: 3 clusters Score -4917289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -4917295.500000 Penalty: 5024.294434
	Iteration 26Q: 3 clusters Score -4917296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -4917307.000000 Penalty: 5024.294434
	Iteration 27Q: 3 clusters Score -4917307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -4917303.500000 Penalty: 5024.294434
	Iteration 28Q: 3 clusters Score -4917304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -4917319.500000 Penalty: 5024.294434
	Iteration 29Q: 3 clusters Score -4917320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -4917317.000000 Penalty: 5024.294434
	Iteration 30Q: 3 clusters Score -4917317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4917322.500000 Penalty: 5024.294434
	Iteration 31Q: 3 clusters Score -4917322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4917326.000000 Penalty: 5024.294434
	Iteration 32Q: 3 clusters Score -4917326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -4917327.000000 Penalty: 5024.294434
	Iteration 33Q: 3 clusters Score -4917327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -4917325.500000 Penalty: 5024.294434
	Iteration 34Q: 3 clusters Score -4917326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4917326.000000 Penalty: 5024.294434
	Iteration 35Q: 3 clusters Score -4917326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -4917328.500000 Penalty: 5024.294434
	Iteration 36Q: 3 clusters Score -4917328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4917332.000000 Penalty: 5024.294434
	Iteration 37Q: 3 clusters Score -4917332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4917339.000000 Penalty: 5024.294434
	Iteration 38Q: 3 clusters Score -4917339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4917343.000000 Penalty: 5024.294434
	Iteration 39Q: 3 clusters Score -4917343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -4917334.500000 Penalty: 5024.294434
	Iteration 40F: 3 clusters Score -4917334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4917334.500000 Penalty: 5024.294434
	Iteration 41Q: 3 clusters Score -4917334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -4917335.000000 Penalty: 5024.294434
	Iteration 42Q: 3 clusters Score -4917335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4917336.000000 Penalty: 5024.294434
	Iteration 43Q: 3 clusters Score -4917336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -4917335.000000 Penalty: 5024.294434
	Iteration 44Q: 3 clusters Score -4917335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -4917331.500000 Penalty: 5024.294434
	Iteration 45Q: 3 clusters Score -4917332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -4917331.500000 Penalty: 5024.294434
	Iteration 46F: 3 clusters Score -4917332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Entering Unmasked Estep 
Score: -2878231.250000 Penalty: 2381.156006
	Iteration 0F: 2 clusters Score -2878231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2867514.250000 Penalty: 4762.312012
	Iteration 0F: 3 clusters Score -2867514 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2870859.500000 Penalty: 4762.312012
	Iteration 1F: 3 clusters Score -2870860 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2871136.500000 Penalty: 4762.312012
	Iteration 2F: 3 clusters Score -2871136 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2871369.750000 Penalty: 4762.312012
	Iteration 3Q: 3 clusters Score -2871370 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2871573.000000 Penalty: 4762.312012
	Iteration 4Q: 3 clusters Score -2871573 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2871804.250000 Penalty: 4762.312012
	Iteration 5Q: 3 clusters Score -2871804 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2872025.250000 Penalty: 4762.312012
	Iteration 6Q: 3 clusters Score -2872025 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2872288.250000 Penalty: 4762.312012
	Iteration 7Q: 3 clusters Score -2872288 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2872584.250000 Penalty: 4762.312012
	Iteration 8Q: 3 clusters Score -2872584 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2872904.000000 Penalty: 4762.312012
	Iteration 9Q: 3 clusters Score -2872904 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2873317.250000 Penalty: 4762.312012
	Iteration 10Q: 3 clusters Score -2873317 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2873767.750000 Penalty: 4762.312012
	Iteration 11Q: 3 clusters Score -2873768 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2874174.250000 Penalty: 4762.312012
	Iteration 12Q: 3 clusters Score -2874174 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2874518.750000 Penalty: 4762.312012
	Iteration 13Q: 3 clusters Score -2874519 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2874796.000000 Penalty: 4762.312012
	Iteration 14Q: 3 clusters Score -2874796 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2875014.500000 Penalty: 4762.312012
	Iteration 15Q: 3 clusters Score -2875014 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2875206.500000 Penalty: 4762.312012
	Iteration 16Q: 3 clusters Score -2875206 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2875341.500000 Penalty: 4762.312012
	Iteration 17Q: 3 clusters Score -2875342 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2875456.750000 Penalty: 4762.312012
	Iteration 18Q: 3 clusters Score -2875457 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2875549.000000 Penalty: 4762.312012
	Iteration 19Q: 3 clusters Score -2875549 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2875616.250000 Penalty: 4762.312012
	Iteration 20F: 3 clusters Score -2875616 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2875670.750000 Penalty: 4762.312012
	Iteration 21Q: 3 clusters Score -2875671 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2875723.250000 Penalty: 4762.312012
	Iteration 22Q: 3 clusters Score -2875723 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2875772.500000 Penalty: 4762.312012
	Iteration 23Q: 3 clusters Score -2875772 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2875800.250000 Penalty: 4762.312012
	Iteration 24Q: 3 clusters Score -2875800 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2875826.000000 Penalty: 4762.312012
	Iteration 25Q: 3 clusters Score -2875826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2875844.500000 Penalty: 4762.312012
	Iteration 26Q: 3 clusters Score -2875844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2875855.750000 Penalty: 4762.312012
	Iteration 27Q: 3 clusters Score -2875856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2875880.750000 Penalty: 4762.312012
	Iteration 28Q: 3 clusters Score -2875881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2875902.000000 Penalty: 4762.312012
	Iteration 29Q: 3 clusters Score -2875902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2875924.250000 Penalty: 4762.312012
	Iteration 30Q: 3 clusters Score -2875924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2875941.000000 Penalty: 4762.312012
	Iteration 31Q: 3 clusters Score -2875941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2875960.000000 Penalty: 4762.312012
	Iteration 32Q: 3 clusters Score -2875960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2875963.500000 Penalty: 4762.312012
	Iteration 33Q: 3 clusters Score -2875964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2875971.500000 Penalty: 4762.312012
	Iteration 34Q: 3 clusters Score -2875972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2875974.750000 Penalty: 4762.312012
	Iteration 35Q: 3 clusters Score -2875975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2875983.000000 Penalty: 4762.312012
	Iteration 36Q: 3 clusters Score -2875983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2875986.750000 Penalty: 4762.312012
	Iteration 37Q: 3 clusters Score -2875987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2875993.750000 Penalty: 4762.312012
	Iteration 38Q: 3 clusters Score -2875994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2875993.500000 Penalty: 4762.312012
	Iteration 39Q: 3 clusters Score -2875994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2875999.000000 Penalty: 4762.312012
	Iteration 40F: 3 clusters Score -2875999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2875995.000000 Penalty: 4762.312012
	Iteration 41Q: 3 clusters Score -2875995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2876002.000000 Penalty: 4762.312012
	Iteration 42Q: 3 clusters Score -2876002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2876002.500000 Penalty: 4762.312012
	Iteration 43Q: 3 clusters Score -2876002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2876006.500000 Penalty: 4762.312012
	Iteration 44Q: 3 clusters Score -2876006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2876006.750000 Penalty: 4762.312012
	Iteration 45Q: 3 clusters Score -2876007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2876011.500000 Penalty: 4762.312012
	Iteration 46Q: 3 clusters Score -2876012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2876012.250000 Penalty: 4762.312012
	Iteration 47Q: 3 clusters Score -2876012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2876014.250000 Penalty: 4762.312012
	Iteration 48Q: 3 clusters Score -2876014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2876013.000000 Penalty: 4762.312012
	Iteration 49Q: 3 clusters Score -2876013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2876020.750000 Penalty: 4762.312012
	Iteration 50Q: 3 clusters Score -2876021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2876021.500000 Penalty: 4762.312012
	Iteration 51Q: 3 clusters Score -2876022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2876029.500000 Penalty: 4762.312012
	Iteration 52Q: 3 clusters Score -2876030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2876024.750000 Penalty: 4762.312012
	Iteration 53Q: 3 clusters Score -2876025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2876021.500000 Penalty: 4762.312012
	Iteration 54Q: 3 clusters Score -2876022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2876024.000000 Penalty: 4762.312012
	Iteration 55Q: 3 clusters Score -2876024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2876030.250000 Penalty: 4762.312012
	Iteration 56Q: 3 clusters Score -2876030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2876030.500000 Penalty: 4762.312012
	Iteration 57Q: 3 clusters Score -2876030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2876034.500000 Penalty: 4762.312012
	Iteration 58Q: 3 clusters Score -2876034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2876035.500000 Penalty: 4762.312012
	Iteration 59Q: 3 clusters Score -2876036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2876039.250000 Penalty: 4762.312012
	Iteration 60F: 3 clusters Score -2876039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2876035.000000 Penalty: 4762.312012
	Iteration 61Q: 3 clusters Score -2876035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2876039.500000 Penalty: 4762.312012
	Iteration 62Q: 3 clusters Score -2876040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2876039.250000 Penalty: 4762.312012
	Iteration 63Q: 3 clusters Score -2876039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2876038.750000 Penalty: 4762.312012
	Iteration 64Q: 3 clusters Score -2876039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2876039.750000 Penalty: 4762.312012
	Iteration 65Q: 3 clusters Score -2876040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2876039.000000 Penalty: 4762.312012
	Iteration 66Q: 3 clusters Score -2876039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2876039.000000 Penalty: 4762.312012
	Iteration 67F: 3 clusters Score -2876039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -806771.250000 Penalty: 2082.526123
	Iteration 0F: 2 clusters Score -806771.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -802558.125000 Penalty: 4165.052246
	Iteration 0F: 3 clusters Score -802558.1 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -803986.875000 Penalty: 4165.052246
	Iteration 1F: 3 clusters Score -803986.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -804403.500000 Penalty: 4165.052246
	Iteration 2F: 3 clusters Score -804403.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -804673.250000 Penalty: 4165.052246
	Iteration 3F: 3 clusters Score -804673.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -804886.312500 Penalty: 4165.052246
	Iteration 4F: 3 clusters Score -804886.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -805089.750000 Penalty: 4165.052246
	Iteration 5Q: 3 clusters Score -805089.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -805278.562500 Penalty: 4165.052246
	Iteration 6Q: 3 clusters Score -805278.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -805451.250000 Penalty: 4165.052246
	Iteration 7Q: 3 clusters Score -805451.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -805608.687500 Penalty: 4165.052246
	Iteration 8Q: 3 clusters Score -805608.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -805779.000000 Penalty: 4165.052246
	Iteration 9Q: 3 clusters Score -805779 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -805911.500000 Penalty: 4165.052246
	Iteration 10Q: 3 clusters Score -805911.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -805997.500000 Penalty: 4165.052246
	Iteration 11Q: 3 clusters Score -805997.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -806069.062500 Penalty: 4165.052246
	Iteration 12Q: 3 clusters Score -806069.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -806128.500000 Penalty: 4165.052246
	Iteration 13Q: 3 clusters Score -806128.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -806163.312500 Penalty: 4165.052246
	Iteration 14Q: 3 clusters Score -806163.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -806192.312500 Penalty: 4165.052246
	Iteration 15Q: 3 clusters Score -806192.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -806217.562500 Penalty: 4165.052246
	Iteration 16Q: 3 clusters Score -806217.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -806241.625000 Penalty: 4165.052246
	Iteration 17Q: 3 clusters Score -806241.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -806262.812500 Penalty: 4165.052246
	Iteration 18Q: 3 clusters Score -806262.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -806280.437500 Penalty: 4165.052246
	Iteration 19Q: 3 clusters Score -806280.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -806299.750000 Penalty: 4165.052246
	Iteration 20F: 3 clusters Score -806299.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -806315.312500 Penalty: 4165.052246
	Iteration 21Q: 3 clusters Score -806315.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -806330.750000 Penalty: 4165.052246
	Iteration 22Q: 3 clusters Score -806330.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -806347.750000 Penalty: 4165.052246
	Iteration 23Q: 3 clusters Score -806347.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -806367.937500 Penalty: 4165.052246
	Iteration 24Q: 3 clusters Score -806367.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -806391.812500 Penalty: 4165.052246
	Iteration 25Q: 3 clusters Score -806391.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -806401.937500 Penalty: 4165.052246
	Iteration 26Q: 3 clusters Score -806401.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -806415.562500 Penalty: 4165.052246
	Iteration 27Q: 3 clusters Score -806415.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -806419.125000 Penalty: 4165.052246
	Iteration 28Q: 3 clusters Score -806419.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -806422.625000 Penalty: 4165.052246
	Iteration 29Q: 3 clusters Score -806422.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -806427.500000 Penalty: 4165.052246
	Iteration 30Q: 3 clusters Score -806427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -806427.187500 Penalty: 4165.052246
	Iteration 31Q: 3 clusters Score -806427.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -806427.187500 Penalty: 4165.052246
	Iteration 32F: 3 clusters Score -806427.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -58268.097656 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -58268.1 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 188 members 
Entering Unmasked Estep 
Score: -57045.660156 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -57045.66 nChanged 82
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: -57253.476562 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -57253.48 nChanged 24
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: -57342.957031 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -57342.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57427.320312 Penalty: 2922.255371
	Iteration 3F: 3 clusters Score -57427.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57465.246094 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -57465.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57487.628906 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -57487.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57491.828125 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -57491.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57491.828125 Penalty: 2922.255371
	Iteration 7F: 3 clusters Score -57491.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Entering Unmasked Estep 
Score: -3085248.500000 Penalty: 2375.026123
	Iteration 0F: 2 clusters Score -3085248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3075042.250000 Penalty: 4750.052246
	Iteration 0F: 3 clusters Score -3075042 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3078440.500000 Penalty: 4750.052246
	Iteration 1F: 3 clusters Score -3078440 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3078757.000000 Penalty: 4750.052246
	Iteration 2F: 3 clusters Score -3078757 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -3078992.750000 Penalty: 4750.052246
	Iteration 3Q: 3 clusters Score -3078993 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3079198.500000 Penalty: 4750.052246
	Iteration 4Q: 3 clusters Score -3079198 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -3079417.750000 Penalty: 4750.052246
	Iteration 5Q: 3 clusters Score -3079418 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3079665.000000 Penalty: 4750.052246
	Iteration 6Q: 3 clusters Score -3079665 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3079975.500000 Penalty: 4750.052246
	Iteration 7Q: 3 clusters Score -3079976 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3080330.750000 Penalty: 4750.052246
	Iteration 8Q: 3 clusters Score -3080331 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3080695.750000 Penalty: 4750.052246
	Iteration 9Q: 3 clusters Score -3080696 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3081096.250000 Penalty: 4750.052246
	Iteration 10Q: 3 clusters Score -3081096 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3081516.750000 Penalty: 4750.052246
	Iteration 11Q: 3 clusters Score -3081517 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3081897.250000 Penalty: 4750.052246
	Iteration 12Q: 3 clusters Score -3081897 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -3082307.500000 Penalty: 4750.052246
	Iteration 13Q: 3 clusters Score -3082308 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3082700.250000 Penalty: 4750.052246
	Iteration 14Q: 3 clusters Score -3082700 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3083000.750000 Penalty: 4750.052246
	Iteration 15Q: 3 clusters Score -3083001 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3083243.750000 Penalty: 4750.052246
	Iteration 16Q: 3 clusters Score -3083244 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3083417.750000 Penalty: 4750.052246
	Iteration 17Q: 3 clusters Score -3083418 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3083512.250000 Penalty: 4750.052246
	Iteration 18Q: 3 clusters Score -3083512 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3083616.000000 Penalty: 4750.052246
	Iteration 19Q: 3 clusters Score -3083616 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -3083657.250000 Penalty: 4750.052246
	Iteration 20F: 3 clusters Score -3083657 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -3083686.250000 Penalty: 4750.052246
	Iteration 21Q: 3 clusters Score -3083686 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3083701.250000 Penalty: 4750.052246
	Iteration 22Q: 3 clusters Score -3083701 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -3083713.000000 Penalty: 4750.052246
	Iteration 23Q: 3 clusters Score -3083713 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3083713.750000 Penalty: 4750.052246
	Iteration 24Q: 3 clusters Score -3083714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3083722.750000 Penalty: 4750.052246
	Iteration 25Q: 3 clusters Score -3083723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3083736.250000 Penalty: 4750.052246
	Iteration 26Q: 3 clusters Score -3083736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3083739.750000 Penalty: 4750.052246
	Iteration 27Q: 3 clusters Score -3083740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -3083741.000000 Penalty: 4750.052246
	Iteration 28Q: 3 clusters Score -3083741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -3083741.750000 Penalty: 4750.052246
	Iteration 29Q: 3 clusters Score -3083742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -3083752.250000 Penalty: 4750.052246
	Iteration 30Q: 3 clusters Score -3083752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3083756.500000 Penalty: 4750.052246
	Iteration 31Q: 3 clusters Score -3083756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3083749.750000 Penalty: 4750.052246
	Iteration 32Q: 3 clusters Score -3083750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3083764.000000 Penalty: 4750.052246
	Iteration 33Q: 3 clusters Score -3083764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3083760.000000 Penalty: 4750.052246
	Iteration 34Q: 3 clusters Score -3083760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3083764.000000 Penalty: 4750.052246
	Iteration 35Q: 3 clusters Score -3083764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3083754.500000 Penalty: 4750.052246
	Iteration 36Q: 3 clusters Score -3083754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3083758.250000 Penalty: 4750.052246
	Iteration 37Q: 3 clusters Score -3083758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3083759.750000 Penalty: 4750.052246
	Iteration 38Q: 3 clusters Score -3083760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3083760.500000 Penalty: 4750.052246
	Iteration 39Q: 3 clusters Score -3083760 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3083748.250000 Penalty: 4750.052246
	Iteration 40F: 3 clusters Score -3083748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3083751.250000 Penalty: 4750.052246
	Iteration 41Q: 3 clusters Score -3083751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3083755.750000 Penalty: 4750.052246
	Iteration 42Q: 3 clusters Score -3083756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3083755.000000 Penalty: 4750.052246
	Iteration 43Q: 3 clusters Score -3083755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3083756.750000 Penalty: 4750.052246
	Iteration 44Q: 3 clusters Score -3083757 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3083760.750000 Penalty: 4750.052246
	Iteration 45Q: 3 clusters Score -3083761 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3083759.750000 Penalty: 4750.052246
	Iteration 46Q: 3 clusters Score -3083760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3083759.250000 Penalty: 4750.052246
	Iteration 47Q: 3 clusters Score -3083759 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3083753.500000 Penalty: 4750.052246
	Iteration 48Q: 3 clusters Score -3083754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3083756.500000 Penalty: 4750.052246
	Iteration 49Q: 3 clusters Score -3083756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3083757.750000 Penalty: 4750.052246
	Iteration 50Q: 3 clusters Score -3083758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3083752.250000 Penalty: 4750.052246
	Iteration 51Q: 3 clusters Score -3083752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3083755.750000 Penalty: 4750.052246
	Iteration 52Q: 3 clusters Score -3083756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3083757.500000 Penalty: 4750.052246
	Iteration 53Q: 3 clusters Score -3083758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3083748.000000 Penalty: 4750.052246
	Iteration 54Q: 3 clusters Score -3083748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3083753.000000 Penalty: 4750.052246
	Iteration 55Q: 3 clusters Score -3083753 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3083750.250000 Penalty: 4750.052246
	Iteration 56Q: 3 clusters Score -3083750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3083739.250000 Penalty: 4750.052246
	Iteration 57Q: 3 clusters Score -3083739 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3083750.750000 Penalty: 4750.052246
	Iteration 58Q: 3 clusters Score -3083751 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3083750.500000 Penalty: 4750.052246
	Iteration 59Q: 3 clusters Score -3083750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3083756.000000 Penalty: 4750.052246
	Iteration 60F: 3 clusters Score -3083756 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3083750.750000 Penalty: 4750.052246
	Iteration 61Q: 3 clusters Score -3083751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3083737.000000 Penalty: 4750.052246
	Iteration 62Q: 3 clusters Score -3083737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3083746.000000 Penalty: 4750.052246
	Iteration 63Q: 3 clusters Score -3083746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3083742.000000 Penalty: 4750.052246
	Iteration 64Q: 3 clusters Score -3083742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3083741.750000 Penalty: 4750.052246
	Iteration 65Q: 3 clusters Score -3083742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3083735.750000 Penalty: 4750.052246
	Iteration 66Q: 3 clusters Score -3083736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3083726.000000 Penalty: 4750.052246
	Iteration 67Q: 3 clusters Score -3083726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3083724.250000 Penalty: 4750.052246
	Iteration 68Q: 3 clusters Score -3083724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3083742.250000 Penalty: 4750.052246
	Iteration 69Q: 3 clusters Score -3083742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3083742.250000 Penalty: 4750.052246
	Iteration 70Q: 3 clusters Score -3083742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3083745.750000 Penalty: 4750.052246
	Iteration 71Q: 3 clusters Score -3083746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3083741.500000 Penalty: 4750.052246
	Iteration 72Q: 3 clusters Score -3083742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3083730.750000 Penalty: 4750.052246
	Iteration 73Q: 3 clusters Score -3083731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3083733.250000 Penalty: 4750.052246
	Iteration 74Q: 3 clusters Score -3083733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3083740.500000 Penalty: 4750.052246
	Iteration 75Q: 3 clusters Score -3083740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3083739.250000 Penalty: 4750.052246
	Iteration 76Q: 3 clusters Score -3083739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3083738.000000 Penalty: 4750.052246
	Iteration 77Q: 3 clusters Score -3083738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3083743.500000 Penalty: 4750.052246
	Iteration 78Q: 3 clusters Score -3083744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3083738.000000 Penalty: 4750.052246
	Iteration 79Q: 3 clusters Score -3083738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3083738.500000 Penalty: 4750.052246
	Iteration 80F: 3 clusters Score -3083738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3083742.250000 Penalty: 4750.052246
	Iteration 81Q: 3 clusters Score -3083742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3083742.500000 Penalty: 4750.052246
	Iteration 82Q: 3 clusters Score -3083742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3083742.500000 Penalty: 4750.052246
	Iteration 83Q: 3 clusters Score -3083742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3083740.000000 Penalty: 4750.052246
	Iteration 84Q: 3 clusters Score -3083740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3083737.750000 Penalty: 4750.052246
	Iteration 85Q: 3 clusters Score -3083738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3083732.000000 Penalty: 4750.052246
	Iteration 86Q: 3 clusters Score -3083732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3083733.750000 Penalty: 4750.052246
	Iteration 87Q: 3 clusters Score -3083734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3083739.250000 Penalty: 4750.052246
	Iteration 88Q: 3 clusters Score -3083739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3083737.750000 Penalty: 4750.052246
	Iteration 89Q: 3 clusters Score -3083738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3083733.500000 Penalty: 4750.052246
	Iteration 90Q: 3 clusters Score -3083734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3083738.000000 Penalty: 4750.052246
	Iteration 91Q: 3 clusters Score -3083738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3083734.500000 Penalty: 4750.052246
	Iteration 92Q: 3 clusters Score -3083734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3083741.000000 Penalty: 4750.052246
	Iteration 93Q: 3 clusters Score -3083741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3083739.750000 Penalty: 4750.052246
	Iteration 94Q: 3 clusters Score -3083740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3083742.000000 Penalty: 4750.052246
	Iteration 95Q: 3 clusters Score -3083742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3083742.250000 Penalty: 4750.052246
	Iteration 96Q: 3 clusters Score -3083742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3083736.250000 Penalty: 4750.052246
	Iteration 97Q: 3 clusters Score -3083736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3083734.250000 Penalty: 4750.052246
	Iteration 98Q: 3 clusters Score -3083734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3083734.250000 Penalty: 4750.052246
	Iteration 99Q: 3 clusters Score -3083734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3083739.000000 Penalty: 4750.052246
	Iteration 100F: 3 clusters Score -3083739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3083741.250000 Penalty: 4750.052246
	Iteration 101Q: 3 clusters Score -3083741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3083724.500000 Penalty: 4750.052246
	Iteration 102Q: 3 clusters Score -3083724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3083732.500000 Penalty: 4750.052246
	Iteration 103Q: 3 clusters Score -3083732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3083733.500000 Penalty: 4750.052246
	Iteration 104Q: 3 clusters Score -3083734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3083745.000000 Penalty: 4750.052246
	Iteration 105Q: 3 clusters Score -3083745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3083741.000000 Penalty: 4750.052246
	Iteration 106Q: 3 clusters Score -3083741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3083737.750000 Penalty: 4750.052246
	Iteration 107Q: 3 clusters Score -3083738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3083746.750000 Penalty: 4750.052246
	Iteration 108Q: 3 clusters Score -3083747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3083740.000000 Penalty: 4750.052246
	Iteration 109Q: 3 clusters Score -3083740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3083738.750000 Penalty: 4750.052246
	Iteration 110Q: 3 clusters Score -3083739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3083736.750000 Penalty: 4750.052246
	Iteration 111Q: 3 clusters Score -3083737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3083737.750000 Penalty: 4750.052246
	Iteration 112Q: 3 clusters Score -3083738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3083734.250000 Penalty: 4750.052246
	Iteration 113Q: 3 clusters Score -3083734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3083738.500000 Penalty: 4750.052246
	Iteration 114Q: 3 clusters Score -3083738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3083739.250000 Penalty: 4750.052246
	Iteration 115Q: 3 clusters Score -3083739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3083734.500000 Penalty: 4750.052246
	Iteration 116Q: 3 clusters Score -3083734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3083734.750000 Penalty: 4750.052246
	Iteration 117Q: 3 clusters Score -3083735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3083733.500000 Penalty: 4750.052246
	Iteration 118Q: 3 clusters Score -3083734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3083729.750000 Penalty: 4750.052246
	Iteration 119Q: 3 clusters Score -3083730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3083734.000000 Penalty: 4750.052246
	Iteration 120F: 3 clusters Score -3083734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3083732.750000 Penalty: 4750.052246
	Iteration 121Q: 3 clusters Score -3083733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3083727.750000 Penalty: 4750.052246
	Iteration 122Q: 3 clusters Score -3083728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3083726.000000 Penalty: 4750.052246
	Iteration 123Q: 3 clusters Score -3083726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3083720.500000 Penalty: 4750.052246
	Iteration 124Q: 3 clusters Score -3083720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3083720.250000 Penalty: 4750.052246
	Iteration 125Q: 3 clusters Score -3083720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3083722.000000 Penalty: 4750.052246
	Iteration 126Q: 3 clusters Score -3083722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3083718.250000 Penalty: 4750.052246
	Iteration 127Q: 3 clusters Score -3083718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3083718.250000 Penalty: 4750.052246
	Iteration 128F: 3 clusters Score -3083718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -428004.812500 Penalty: 1911.351562
	Iteration 0F: 2 clusters Score -428004.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -425271.781250 Penalty: 3822.703125
	Iteration 0F: 3 clusters Score -425271.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -425812.906250 Penalty: 3822.703125
	Iteration 1F: 3 clusters Score -425812.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -425946.781250 Penalty: 3822.703125
	Iteration 2F: 3 clusters Score -425946.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -426016.531250 Penalty: 3822.703125
	Iteration 3Q: 3 clusters Score -426016.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -426086.625000 Penalty: 3822.703125
	Iteration 4Q: 3 clusters Score -426086.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -426178.218750 Penalty: 3822.703125
	Iteration 5Q: 3 clusters Score -426178.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -426280.500000 Penalty: 3822.703125
	Iteration 6Q: 3 clusters Score -426280.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -426390.687500 Penalty: 3822.703125
	Iteration 7Q: 3 clusters Score -426390.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -426503.343750 Penalty: 3822.703125
	Iteration 8Q: 3 clusters Score -426503.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -426591.531250 Penalty: 3822.703125
	Iteration 9Q: 3 clusters Score -426591.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -426674.531250 Penalty: 3822.703125
	Iteration 10Q: 3 clusters Score -426674.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -426748.468750 Penalty: 3822.703125
	Iteration 11Q: 3 clusters Score -426748.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -426798.250000 Penalty: 3822.703125
	Iteration 12Q: 3 clusters Score -426798.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -426840.000000 Penalty: 3822.703125
	Iteration 13Q: 3 clusters Score -426840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -426866.125000 Penalty: 3822.703125
	Iteration 14Q: 3 clusters Score -426866.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -426889.687500 Penalty: 3822.703125
	Iteration 15Q: 3 clusters Score -426889.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -426904.562500 Penalty: 3822.703125
	Iteration 16Q: 3 clusters Score -426904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -426913.843750 Penalty: 3822.703125
	Iteration 17Q: 3 clusters Score -426913.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -426923.593750 Penalty: 3822.703125
	Iteration 18Q: 3 clusters Score -426923.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -426930.906250 Penalty: 3822.703125
	Iteration 19Q: 3 clusters Score -426930.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -426937.468750 Penalty: 3822.703125
	Iteration 20F: 3 clusters Score -426937.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -426944.843750 Penalty: 3822.703125
	Iteration 21Q: 3 clusters Score -426944.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -426948.031250 Penalty: 3822.703125
	Iteration 22Q: 3 clusters Score -426948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -426952.531250 Penalty: 3822.703125
	Iteration 23Q: 3 clusters Score -426952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -426954.312500 Penalty: 3822.703125
	Iteration 24Q: 3 clusters Score -426954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -426957.906250 Penalty: 3822.703125
	Iteration 25Q: 3 clusters Score -426957.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -426960.375000 Penalty: 3822.703125
	Iteration 26Q: 3 clusters Score -426960.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -426962.656250 Penalty: 3822.703125
	Iteration 27Q: 3 clusters Score -426962.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -426965.406250 Penalty: 3822.703125
	Iteration 28Q: 3 clusters Score -426965.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -426966.156250 Penalty: 3822.703125
	Iteration 29Q: 3 clusters Score -426966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -426968.468750 Penalty: 3822.703125
	Iteration 30Q: 3 clusters Score -426968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -426970.093750 Penalty: 3822.703125
	Iteration 31Q: 3 clusters Score -426970.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -426971.281250 Penalty: 3822.703125
	Iteration 32Q: 3 clusters Score -426971.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -426971.375000 Penalty: 3822.703125
	Iteration 33Q: 3 clusters Score -426971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -426971.375000 Penalty: 3822.703125
	Iteration 34F: 3 clusters Score -426971.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Entering Unmasked Estep 
Score: -956381.625000 Penalty: 2111.717773
	Iteration 0F: 2 clusters Score -956381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -951852.125000 Penalty: 4223.435547
	Iteration 0F: 3 clusters Score -951852.1 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -952959.812500 Penalty: 4223.435547
	Iteration 1F: 3 clusters Score -952959.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -953234.625000 Penalty: 4223.435547
	Iteration 2F: 3 clusters Score -953234.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -953436.125000 Penalty: 4223.435547
	Iteration 3F: 3 clusters Score -953436.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -953617.312500 Penalty: 4223.435547
	Iteration 4Q: 3 clusters Score -953617.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -953778.562500 Penalty: 4223.435547
	Iteration 5Q: 3 clusters Score -953778.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -953920.000000 Penalty: 4223.435547
	Iteration 6Q: 3 clusters Score -953920 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -954059.812500 Penalty: 4223.435547
	Iteration 7Q: 3 clusters Score -954059.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -954204.937500 Penalty: 4223.435547
	Iteration 8Q: 3 clusters Score -954204.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -954308.750000 Penalty: 4223.435547
	Iteration 9Q: 3 clusters Score -954308.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -954433.937500 Penalty: 4223.435547
	Iteration 10Q: 3 clusters Score -954433.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -954536.500000 Penalty: 4223.435547
	Iteration 11Q: 3 clusters Score -954536.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -954635.000000 Penalty: 4223.435547
	Iteration 12Q: 3 clusters Score -954635 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -954703.312500 Penalty: 4223.435547
	Iteration 13Q: 3 clusters Score -954703.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -954737.812500 Penalty: 4223.435547
	Iteration 14Q: 3 clusters Score -954737.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -954766.750000 Penalty: 4223.435547
	Iteration 15Q: 3 clusters Score -954766.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -954792.437500 Penalty: 4223.435547
	Iteration 16Q: 3 clusters Score -954792.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -954815.000000 Penalty: 4223.435547
	Iteration 17Q: 3 clusters Score -954815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -954825.562500 Penalty: 4223.435547
	Iteration 18Q: 3 clusters Score -954825.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -954837.500000 Penalty: 4223.435547
	Iteration 19Q: 3 clusters Score -954837.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -954846.500000 Penalty: 4223.435547
	Iteration 20F: 3 clusters Score -954846.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -954856.687500 Penalty: 4223.435547
	Iteration 21Q: 3 clusters Score -954856.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -954863.875000 Penalty: 4223.435547
	Iteration 22Q: 3 clusters Score -954863.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -954871.125000 Penalty: 4223.435547
	Iteration 23Q: 3 clusters Score -954871.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -954880.187500 Penalty: 4223.435547
	Iteration 24Q: 3 clusters Score -954880.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -954884.687500 Penalty: 4223.435547
	Iteration 25Q: 3 clusters Score -954884.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -954889.875000 Penalty: 4223.435547
	Iteration 26Q: 3 clusters Score -954889.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -954888.937500 Penalty: 4223.435547
	Iteration 27Q: 3 clusters Score -954888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -954888.875000 Penalty: 4223.435547
	Iteration 28Q: 3 clusters Score -954888.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -954894.312500 Penalty: 4223.435547
	Iteration 29Q: 3 clusters Score -954894.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -954897.250000 Penalty: 4223.435547
	Iteration 30Q: 3 clusters Score -954897.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -954899.687500 Penalty: 4223.435547
	Iteration 31Q: 3 clusters Score -954899.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -954903.312500 Penalty: 4223.435547
	Iteration 32Q: 3 clusters Score -954903.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -954903.375000 Penalty: 4223.435547
	Iteration 33Q: 3 clusters Score -954903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -954905.687500 Penalty: 4223.435547
	Iteration 34Q: 3 clusters Score -954905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -954907.312500 Penalty: 4223.435547
	Iteration 35Q: 3 clusters Score -954907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -954906.312500 Penalty: 4223.435547
	Iteration 36Q: 3 clusters Score -954906.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -954906.312500 Penalty: 4223.435547
	Iteration 37F: 3 clusters Score -954906.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -52259.222656 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -52259.22 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 198 members 
Entering Unmasked Estep 
Score: -50999.925781 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -50999.93 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51278.011719 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -51278.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51399.003906 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -51399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51466.375000 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -51466.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51505.773438 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -51505.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51579.144531 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -51579.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51667.683594 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -51667.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51720.054688 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -51720.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51735.867188 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -51735.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51739.664062 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -51739.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51739.664062 Penalty: 2982.802734
	Iteration 10F: 3 clusters Score -51739.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Entering Unmasked Estep 
Score: -1251187.000000 Penalty: 2180.439453
	Iteration 0F: 2 clusters Score -1251187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1245682.000000 Penalty: 4360.878906
	Iteration 0F: 3 clusters Score -1245682 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1247343.000000 Penalty: 4360.878906
	Iteration 1F: 3 clusters Score -1247343 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1247793.750000 Penalty: 4360.878906
	Iteration 2F: 3 clusters Score -1247794 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1248192.250000 Penalty: 4360.878906
	Iteration 3F: 3 clusters Score -1248192 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1248640.500000 Penalty: 4360.878906
	Iteration 4F: 3 clusters Score -1248640 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1249057.125000 Penalty: 4360.878906
	Iteration 5F: 3 clusters Score -1249057 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1249373.000000 Penalty: 4360.878906
	Iteration 6F: 3 clusters Score -1249373 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1249621.125000 Penalty: 4360.878906
	Iteration 7F: 3 clusters Score -1249621 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1249797.000000 Penalty: 4360.878906
	Iteration 8Q: 3 clusters Score -1249797 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1249916.000000 Penalty: 4360.878906
	Iteration 9Q: 3 clusters Score -1249916 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1249969.000000 Penalty: 4360.878906
	Iteration 10Q: 3 clusters Score -1249969 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1250004.375000 Penalty: 4360.878906
	Iteration 11Q: 3 clusters Score -1250004 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1250035.125000 Penalty: 4360.878906
	Iteration 12Q: 3 clusters Score -1250035 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1250054.750000 Penalty: 4360.878906
	Iteration 13Q: 3 clusters Score -1250055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1250074.375000 Penalty: 4360.878906
	Iteration 14Q: 3 clusters Score -1250074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1250090.875000 Penalty: 4360.878906
	Iteration 15Q: 3 clusters Score -1250091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1250104.250000 Penalty: 4360.878906
	Iteration 16Q: 3 clusters Score -1250104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1250118.125000 Penalty: 4360.878906
	Iteration 17Q: 3 clusters Score -1250118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1250131.375000 Penalty: 4360.878906
	Iteration 18Q: 3 clusters Score -1250131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1250145.125000 Penalty: 4360.878906
	Iteration 19Q: 3 clusters Score -1250145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1250153.125000 Penalty: 4360.878906
	Iteration 20F: 3 clusters Score -1250153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1250160.875000 Penalty: 4360.878906
	Iteration 21Q: 3 clusters Score -1250161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1250172.500000 Penalty: 4360.878906
	Iteration 22Q: 3 clusters Score -1250172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1250181.875000 Penalty: 4360.878906
	Iteration 23Q: 3 clusters Score -1250182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1250201.125000 Penalty: 4360.878906
	Iteration 24Q: 3 clusters Score -1250201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1250215.125000 Penalty: 4360.878906
	Iteration 25Q: 3 clusters Score -1250215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1250234.750000 Penalty: 4360.878906
	Iteration 26Q: 3 clusters Score -1250235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1250252.000000 Penalty: 4360.878906
	Iteration 27Q: 3 clusters Score -1250252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1250279.125000 Penalty: 4360.878906
	Iteration 28Q: 3 clusters Score -1250279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1250292.500000 Penalty: 4360.878906
	Iteration 29Q: 3 clusters Score -1250292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1250307.250000 Penalty: 4360.878906
	Iteration 30Q: 3 clusters Score -1250307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1250317.500000 Penalty: 4360.878906
	Iteration 31Q: 3 clusters Score -1250318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1250322.250000 Penalty: 4360.878906
	Iteration 32Q: 3 clusters Score -1250322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1250333.000000 Penalty: 4360.878906
	Iteration 33Q: 3 clusters Score -1250333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1250339.750000 Penalty: 4360.878906
	Iteration 34Q: 3 clusters Score -1250340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1250346.375000 Penalty: 4360.878906
	Iteration 35Q: 3 clusters Score -1250346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1250360.750000 Penalty: 4360.878906
	Iteration 36Q: 3 clusters Score -1250361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1250369.500000 Penalty: 4360.878906
	Iteration 37Q: 3 clusters Score -1250370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1250379.375000 Penalty: 4360.878906
	Iteration 38Q: 3 clusters Score -1250379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1250393.875000 Penalty: 4360.878906
	Iteration 39Q: 3 clusters Score -1250394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1250414.500000 Penalty: 4360.878906
	Iteration 40F: 3 clusters Score -1250414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1250433.750000 Penalty: 4360.878906
	Iteration 41Q: 3 clusters Score -1250434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1250454.875000 Penalty: 4360.878906
	Iteration 42Q: 3 clusters Score -1250455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1250464.625000 Penalty: 4360.878906
	Iteration 43Q: 3 clusters Score -1250465 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1250477.250000 Penalty: 4360.878906
	Iteration 44Q: 3 clusters Score -1250477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1250486.250000 Penalty: 4360.878906
	Iteration 45Q: 3 clusters Score -1250486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1250497.625000 Penalty: 4360.878906
	Iteration 46Q: 3 clusters Score -1250498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1250505.250000 Penalty: 4360.878906
	Iteration 47Q: 3 clusters Score -1250505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1250513.375000 Penalty: 4360.878906
	Iteration 48Q: 3 clusters Score -1250513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1250519.000000 Penalty: 4360.878906
	Iteration 49Q: 3 clusters Score -1250519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1250528.250000 Penalty: 4360.878906
	Iteration 50Q: 3 clusters Score -1250528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1250538.000000 Penalty: 4360.878906
	Iteration 51Q: 3 clusters Score -1250538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1250552.750000 Penalty: 4360.878906
	Iteration 52Q: 3 clusters Score -1250553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1250561.875000 Penalty: 4360.878906
	Iteration 53Q: 3 clusters Score -1250562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1250569.250000 Penalty: 4360.878906
	Iteration 54Q: 3 clusters Score -1250569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1250583.875000 Penalty: 4360.878906
	Iteration 55Q: 3 clusters Score -1250584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1250589.750000 Penalty: 4360.878906
	Iteration 56Q: 3 clusters Score -1250590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1250596.250000 Penalty: 4360.878906
	Iteration 57Q: 3 clusters Score -1250596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1250604.500000 Penalty: 4360.878906
	Iteration 58Q: 3 clusters Score -1250604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1250607.875000 Penalty: 4360.878906
	Iteration 59Q: 3 clusters Score -1250608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1250612.375000 Penalty: 4360.878906
	Iteration 60F: 3 clusters Score -1250612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1250615.625000 Penalty: 4360.878906
	Iteration 61Q: 3 clusters Score -1250616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1250617.000000 Penalty: 4360.878906
	Iteration 62Q: 3 clusters Score -1250617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1250619.875000 Penalty: 4360.878906
	Iteration 63Q: 3 clusters Score -1250620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1250622.250000 Penalty: 4360.878906
	Iteration 64Q: 3 clusters Score -1250622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1250627.125000 Penalty: 4360.878906
	Iteration 65Q: 3 clusters Score -1250627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1250630.375000 Penalty: 4360.878906
	Iteration 66Q: 3 clusters Score -1250630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1250631.375000 Penalty: 4360.878906
	Iteration 67Q: 3 clusters Score -1250631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1250631.750000 Penalty: 4360.878906
	Iteration 68Q: 3 clusters Score -1250632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1250632.125000 Penalty: 4360.878906
	Iteration 69Q: 3 clusters Score -1250632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1250630.750000 Penalty: 4360.878906
	Iteration 70Q: 3 clusters Score -1250631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1250630.750000 Penalty: 4360.878906
	Iteration 71F: 3 clusters Score -1250631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Entering Unmasked Estep 
Score: -2448468.750000 Penalty: 2329.896240
	Iteration 0F: 2 clusters Score -2448469 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 5901 members 
Entering Unmasked Estep 
Score: -2439541.500000 Penalty: 4659.792480
	Iteration 0F: 3 clusters Score -2439542 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2442212.000000 Penalty: 4659.792480
	Iteration 1F: 3 clusters Score -2442212 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2442522.000000 Penalty: 4659.792480
	Iteration 2F: 3 clusters Score -2442522 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2442774.000000 Penalty: 4659.792480
	Iteration 3Q: 3 clusters Score -2442774 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2442972.250000 Penalty: 4659.792480
	Iteration 4Q: 3 clusters Score -2442972 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2443166.750000 Penalty: 4659.792480
	Iteration 5Q: 3 clusters Score -2443167 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2443372.000000 Penalty: 4659.792480
	Iteration 6Q: 3 clusters Score -2443372 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2443610.250000 Penalty: 4659.792480
	Iteration 7Q: 3 clusters Score -2443610 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2443911.750000 Penalty: 4659.792480
	Iteration 8Q: 3 clusters Score -2443912 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2444217.250000 Penalty: 4659.792480
	Iteration 9Q: 3 clusters Score -2444217 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2444566.250000 Penalty: 4659.792480
	Iteration 10Q: 3 clusters Score -2444566 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2444947.500000 Penalty: 4659.792480
	Iteration 11Q: 3 clusters Score -2444948 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2445309.250000 Penalty: 4659.792480
	Iteration 12Q: 3 clusters Score -2445309 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2445567.750000 Penalty: 4659.792480
	Iteration 13Q: 3 clusters Score -2445568 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2445821.250000 Penalty: 4659.792480
	Iteration 14Q: 3 clusters Score -2445821 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2445994.000000 Penalty: 4659.792480
	Iteration 15Q: 3 clusters Score -2445994 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2446111.250000 Penalty: 4659.792480
	Iteration 16Q: 3 clusters Score -2446111 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2446200.750000 Penalty: 4659.792480
	Iteration 17Q: 3 clusters Score -2446201 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2446263.500000 Penalty: 4659.792480
	Iteration 18Q: 3 clusters Score -2446264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2446305.000000 Penalty: 4659.792480
	Iteration 19Q: 3 clusters Score -2446305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2446338.750000 Penalty: 4659.792480
	Iteration 20F: 3 clusters Score -2446339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2446360.500000 Penalty: 4659.792480
	Iteration 21Q: 3 clusters Score -2446360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2446381.000000 Penalty: 4659.792480
	Iteration 22Q: 3 clusters Score -2446381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2446401.750000 Penalty: 4659.792480
	Iteration 23Q: 3 clusters Score -2446402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2446415.500000 Penalty: 4659.792480
	Iteration 24Q: 3 clusters Score -2446416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2446423.250000 Penalty: 4659.792480
	Iteration 25Q: 3 clusters Score -2446423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2446432.250000 Penalty: 4659.792480
	Iteration 26Q: 3 clusters Score -2446432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2446436.250000 Penalty: 4659.792480
	Iteration 27Q: 3 clusters Score -2446436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2446436.250000 Penalty: 4659.792480
	Iteration 28Q: 3 clusters Score -2446436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2446437.500000 Penalty: 4659.792480
	Iteration 29Q: 3 clusters Score -2446438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2446440.250000 Penalty: 4659.792480
	Iteration 30Q: 3 clusters Score -2446440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2446442.750000 Penalty: 4659.792480
	Iteration 31Q: 3 clusters Score -2446443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2446443.750000 Penalty: 4659.792480
	Iteration 32Q: 3 clusters Score -2446444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2446444.750000 Penalty: 4659.792480
	Iteration 33Q: 3 clusters Score -2446445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2446448.000000 Penalty: 4659.792480
	Iteration 34Q: 3 clusters Score -2446448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2446449.500000 Penalty: 4659.792480
	Iteration 35Q: 3 clusters Score -2446450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2446449.000000 Penalty: 4659.792480
	Iteration 36Q: 3 clusters Score -2446449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2446453.500000 Penalty: 4659.792480
	Iteration 37Q: 3 clusters Score -2446454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2446453.250000 Penalty: 4659.792480
	Iteration 38Q: 3 clusters Score -2446453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2446455.250000 Penalty: 4659.792480
	Iteration 39Q: 3 clusters Score -2446455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2446454.250000 Penalty: 4659.792480
	Iteration 40F: 3 clusters Score -2446454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Entering Unmasked Estep 
Score: -985075.812500 Penalty: 2114.535156
	Iteration 0F: 2 clusters Score -985075.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -980573.187500 Penalty: 4229.070312
	Iteration 0F: 3 clusters Score -980573.2 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -981912.187500 Penalty: 4229.070312
	Iteration 1F: 3 clusters Score -981912.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -982519.187500 Penalty: 4229.070312
	Iteration 2F: 3 clusters Score -982519.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -982998.062500 Penalty: 4229.070312
	Iteration 3F: 3 clusters Score -982998.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -983395.125000 Penalty: 4229.070312
	Iteration 4F: 3 clusters Score -983395.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -983692.812500 Penalty: 4229.070312
	Iteration 5F: 3 clusters Score -983692.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -983982.687500 Penalty: 4229.070312
	Iteration 6F: 3 clusters Score -983982.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -984235.062500 Penalty: 4229.070312
	Iteration 7Q: 3 clusters Score -984235.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -984453.187500 Penalty: 4229.070312
	Iteration 8Q: 3 clusters Score -984453.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -984604.750000 Penalty: 4229.070312
	Iteration 9Q: 3 clusters Score -984604.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -984734.812500 Penalty: 4229.070312
	Iteration 10Q: 3 clusters Score -984734.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -984808.812500 Penalty: 4229.070312
	Iteration 11Q: 3 clusters Score -984808.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -984844.750000 Penalty: 4229.070312
	Iteration 12Q: 3 clusters Score -984844.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -984856.812500 Penalty: 4229.070312
	Iteration 13Q: 3 clusters Score -984856.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -984864.375000 Penalty: 4229.070312
	Iteration 14Q: 3 clusters Score -984864.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -984866.125000 Penalty: 4229.070312
	Iteration 15Q: 3 clusters Score -984866.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -984867.125000 Penalty: 4229.070312
	Iteration 16Q: 3 clusters Score -984867.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -984868.687500 Penalty: 4229.070312
	Iteration 17Q: 3 clusters Score -984868.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -984869.437500 Penalty: 4229.070312
	Iteration 18Q: 3 clusters Score -984869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -984873.625000 Penalty: 4229.070312
	Iteration 19Q: 3 clusters Score -984873.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -984876.625000 Penalty: 4229.070312
	Iteration 20F: 3 clusters Score -984876.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -984876.562500 Penalty: 4229.070312
	Iteration 21Q: 3 clusters Score -984876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -984879.625000 Penalty: 4229.070312
	Iteration 22Q: 3 clusters Score -984879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -984879.437500 Penalty: 4229.070312
	Iteration 23Q: 3 clusters Score -984879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -984880.812500 Penalty: 4229.070312
	Iteration 24Q: 3 clusters Score -984880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -984879.812500 Penalty: 4229.070312
	Iteration 25Q: 3 clusters Score -984879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -984881.062500 Penalty: 4229.070312
	Iteration 26Q: 3 clusters Score -984881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -984881.312500 Penalty: 4229.070312
	Iteration 27Q: 3 clusters Score -984881.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -984882.687500 Penalty: 4229.070312
	Iteration 28Q: 3 clusters Score -984882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -984883.437500 Penalty: 4229.070312
	Iteration 29Q: 3 clusters Score -984883.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -984884.187500 Penalty: 4229.070312
	Iteration 30Q: 3 clusters Score -984884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -984884.187500 Penalty: 4229.070312
	Iteration 31F: 3 clusters Score -984884.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -539493.500000 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -539493.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -536233.812500 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -536233.8 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -537028.750000 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -537028.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -537514.875000 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -537514.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -538027.625000 Penalty: 3974.453857
	Iteration 3F: 3 clusters Score -538027.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -538439.500000 Penalty: 3974.453857
	Iteration 4F: 3 clusters Score -538439.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -538713.062500 Penalty: 3974.453857
	Iteration 5F: 3 clusters Score -538713.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -538904.375000 Penalty: 3974.453857
	Iteration 6F: 3 clusters Score -538904.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -539008.812500 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -539008.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -539084.687500 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -539084.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -539126.937500 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -539126.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -539149.187500 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -539149.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -539165.687500 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -539165.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -539177.250000 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -539177.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -539185.062500 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -539185.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -539196.250000 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -539196.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -539199.937500 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -539199.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -539201.687500 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -539201.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -539202.687500 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -539202.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -539202.750000 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -539202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -539203.375000 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -539203.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -539204.125000 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -539204.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Entering Unmasked Estep 
Score: -6718251.500000 Penalty: 2589.861084
	Iteration 0F: 2 clusters Score -6718252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -6699518.000000 Penalty: 5179.722168
	Iteration 0F: 3 clusters Score -6699518 nChanged 15554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -6707943.000000 Penalty: 5179.722168
	Iteration 1F: 3 clusters Score -6707943 nChanged 1553
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6708482 nChanged 1526
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6708962 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -6709492.500000 Penalty: 5179.722168
	Iteration 4Q: 3 clusters Score -6709492 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -6710080.000000 Penalty: 5179.722168
	Iteration 5Q: 3 clusters Score -6710080 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -6710785.000000 Penalty: 5179.722168
	Iteration 6Q: 3 clusters Score -6710785 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -6711761.000000 Penalty: 5179.722168
	Iteration 7F: 3 clusters Score -6711761 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -6713094.500000 Penalty: 5179.722168
	Iteration 8F: 3 clusters Score -6713094 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -6714882.000000 Penalty: 5179.722168
	Iteration 9F: 3 clusters Score -6714882 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -6716646.000000 Penalty: 5179.722168
	Iteration 10F: 3 clusters Score -6716646 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -6717625.500000 Penalty: 5179.722168
	Iteration 11Q: 3 clusters Score -6717626 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -6718132.500000 Penalty: 5179.722168
	Iteration 12Q: 3 clusters Score -6718132 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -6718448.500000 Penalty: 5179.722168
	Iteration 13Q: 3 clusters Score -6718448 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -6718717.000000 Penalty: 5179.722168
	Iteration 14Q: 3 clusters Score -6718717 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -6718946.000000 Penalty: 5179.722168
	Iteration 15Q: 3 clusters Score -6718946 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -6719087.000000 Penalty: 5179.722168
	Iteration 16Q: 3 clusters Score -6719087 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -6719170.500000 Penalty: 5179.722168
	Iteration 17Q: 3 clusters Score -6719170 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -6719288.000000 Penalty: 5179.722168
	Iteration 18Q: 3 clusters Score -6719288 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -6719346.000000 Penalty: 5179.722168
	Iteration 19Q: 3 clusters Score -6719346 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -6719381.500000 Penalty: 5179.722168
	Iteration 20F: 3 clusters Score -6719382 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -6719386.500000 Penalty: 5179.722168
	Iteration 21Q: 3 clusters Score -6719386 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -6719410.000000 Penalty: 5179.722168
	Iteration 22Q: 3 clusters Score -6719410 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -6719434.500000 Penalty: 5179.722168
	Iteration 23Q: 3 clusters Score -6719434 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -6719449.000000 Penalty: 5179.722168
	Iteration 24Q: 3 clusters Score -6719449 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -6719466.500000 Penalty: 5179.722168
	Iteration 25Q: 3 clusters Score -6719466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -6719481.000000 Penalty: 5179.722168
	Iteration 26Q: 3 clusters Score -6719481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -6719499.000000 Penalty: 5179.722168
	Iteration 27Q: 3 clusters Score -6719499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -6719506.000000 Penalty: 5179.722168
	Iteration 28Q: 3 clusters Score -6719506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -6719506.000000 Penalty: 5179.722168
	Iteration 29Q: 3 clusters Score -6719506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -6719520.000000 Penalty: 5179.722168
	Iteration 30Q: 3 clusters Score -6719520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -6719528.000000 Penalty: 5179.722168
	Iteration 31Q: 3 clusters Score -6719528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -6719531.500000 Penalty: 5179.722168
	Iteration 32Q: 3 clusters Score -6719532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -6719532.000000 Penalty: 5179.722168
	Iteration 33Q: 3 clusters Score -6719532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -6719538.500000 Penalty: 5179.722168
	Iteration 34Q: 3 clusters Score -6719538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -6719535.000000 Penalty: 5179.722168
	Iteration 35Q: 3 clusters Score -6719535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -6719529.000000 Penalty: 5179.722168
	Iteration 36Q: 3 clusters Score -6719529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -6719537.000000 Penalty: 5179.722168
	Iteration 37Q: 3 clusters Score -6719537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -6719521.500000 Penalty: 5179.722168
	Iteration 38Q: 3 clusters Score -6719522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -6719532.500000 Penalty: 5179.722168
	Iteration 39Q: 3 clusters Score -6719532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -6719524.500000 Penalty: 5179.722168
	Iteration 40F: 3 clusters Score -6719524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -6719529.000000 Penalty: 5179.722168
	Iteration 41Q: 3 clusters Score -6719529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -6719511.500000 Penalty: 5179.722168
	Iteration 42Q: 3 clusters Score -6719512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -6719528.500000 Penalty: 5179.722168
	Iteration 43Q: 3 clusters Score -6719528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -6719536.000000 Penalty: 5179.722168
	Iteration 44Q: 3 clusters Score -6719536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -6719522.000000 Penalty: 5179.722168
	Iteration 45Q: 3 clusters Score -6719522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -6719536.500000 Penalty: 5179.722168
	Iteration 46Q: 3 clusters Score -6719536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -6719525.500000 Penalty: 5179.722168
	Iteration 47Q: 3 clusters Score -6719526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -6719533.500000 Penalty: 5179.722168
	Iteration 48Q: 3 clusters Score -6719534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -6719553.500000 Penalty: 5179.722168
	Iteration 49Q: 3 clusters Score -6719554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -6719542.500000 Penalty: 5179.722168
	Iteration 50Q: 3 clusters Score -6719542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -6719561.500000 Penalty: 5179.722168
	Iteration 51Q: 3 clusters Score -6719562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -6719572.500000 Penalty: 5179.722168
	Iteration 52Q: 3 clusters Score -6719572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -6719558.500000 Penalty: 5179.722168
	Iteration 53Q: 3 clusters Score -6719558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -6719561.000000 Penalty: 5179.722168
	Iteration 54Q: 3 clusters Score -6719561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -6719562.500000 Penalty: 5179.722168
	Iteration 55Q: 3 clusters Score -6719562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -6719561.000000 Penalty: 5179.722168
	Iteration 56Q: 3 clusters Score -6719561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -6719563.000000 Penalty: 5179.722168
	Iteration 57Q: 3 clusters Score -6719563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -6719570.500000 Penalty: 5179.722168
	Iteration 58Q: 3 clusters Score -6719570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -6719577.500000 Penalty: 5179.722168
	Iteration 59Q: 3 clusters Score -6719578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -6719577.000000 Penalty: 5179.722168
	Iteration 60F: 3 clusters Score -6719577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -6719583.500000 Penalty: 5179.722168
	Iteration 61Q: 3 clusters Score -6719584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -6719595.000000 Penalty: 5179.722168
	Iteration 62Q: 3 clusters Score -6719595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -6719590.000000 Penalty: 5179.722168
	Iteration 63Q: 3 clusters Score -6719590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -6719594.000000 Penalty: 5179.722168
	Iteration 64Q: 3 clusters Score -6719594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -6719599.500000 Penalty: 5179.722168
	Iteration 65Q: 3 clusters Score -6719600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -6719601.500000 Penalty: 5179.722168
	Iteration 66Q: 3 clusters Score -6719602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -6719605.500000 Penalty: 5179.722168
	Iteration 67Q: 3 clusters Score -6719606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -6719604.000000 Penalty: 5179.722168
	Iteration 68Q: 3 clusters Score -6719604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -6719602.000000 Penalty: 5179.722168
	Iteration 69Q: 3 clusters Score -6719602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -6719607.000000 Penalty: 5179.722168
	Iteration 70Q: 3 clusters Score -6719607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -6719606.500000 Penalty: 5179.722168
	Iteration 71Q: 3 clusters Score -6719606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -6719611.000000 Penalty: 5179.722168
	Iteration 72Q: 3 clusters Score -6719611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -6719607.500000 Penalty: 5179.722168
	Iteration 73Q: 3 clusters Score -6719608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -6719604.500000 Penalty: 5179.722168
	Iteration 74Q: 3 clusters Score -6719604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -6719604.500000 Penalty: 5179.722168
	Iteration 75F: 3 clusters Score -6719604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 25075 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 12025 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 13914 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 20005 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3908 members 
Mstep: Class 29 contains 21348 members 
Mstep: Class 30 contains 44096 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20415 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17036 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21657 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17309 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 24541 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8726 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 29173 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 20389 members 
Entering Unmasked Estep 
Score: -84211840.000000 Penalty: 170644.796875
Splitting cluster 17 changes total score from -84210856.000000 to -84211840.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 18 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -26256.578125 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -26256.58 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 146 members 
Entering Unmasked Estep 
Score: -25282.691406 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -25282.69 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25620.525391 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -25620.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25799.158203 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -25799.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25932.771484 Penalty: 2812.260986
	Iteration 3F: 3 clusters Score -25932.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26099.765625 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -26099.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26168.587891 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -26168.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26260.681641 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -26260.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26306.566406 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -26306.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26329.722656 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -26329.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26333.568359 Penalty: 2812.260986
	Iteration 9F: 3 clusters Score -26333.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26372.835938 Penalty: 2812.260986
	Iteration 10Q: 3 clusters Score -26372.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26513.281250 Penalty: 2812.260986
	Iteration 11Q: 3 clusters Score -26513.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26607.132812 Penalty: 2812.260986
	Iteration 12Q: 3 clusters Score -26607.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26608.341797 Penalty: 2812.260986
	Iteration 13Q: 3 clusters Score -26608.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26615.107422 Penalty: 2812.260986
	Iteration 14F: 3 clusters Score -26615.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26643.208984 Penalty: 2812.260986
	Iteration 15Q: 3 clusters Score -26643.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26643.208984 Penalty: 2812.260986
	Iteration 16F: 3 clusters Score -26643.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 25075 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 12025 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 13914 members 
Mstep: Class 18 contains 162 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 20005 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3908 members 
Mstep: Class 29 contains 21348 members 
Mstep: Class 30 contains 44096 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20415 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17036 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21657 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17309 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 24541 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8726 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 29173 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 20389 members 
Mstep: Class 54 contains 128 members 
Entering Unmasked Estep 
Score: -84210472.000000 Penalty: 173864.515625
Splitting cluster 18 changes total score from -84210856.000000 to -84210472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -127051.679688 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -127051.7 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 350 members 
Entering Unmasked Estep 
Score: -125408.968750 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -125409 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -125790.429688 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -125790.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -126037.601562 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -126037.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -126387.539062 Penalty: 3261.928711
	Iteration 3F: 3 clusters Score -126387.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -126553.335938 Penalty: 3261.928711
	Iteration 4F: 3 clusters Score -126553.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -126618.507812 Penalty: 3261.928711
	Iteration 5Q: 3 clusters Score -126618.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126663.132812 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -126663.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126686.609375 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -126686.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -126709.929688 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -126709.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126768.070312 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -126768.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126823.390625 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -126823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -126839.835938 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -126839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -126847.617188 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -126847.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126852.203125 Penalty: 3261.928711
	Iteration 13Q: 3 clusters Score -126852.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -126853.421875 Penalty: 3261.928711
	Iteration 14Q: 3 clusters Score -126853.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126854.671875 Penalty: 3261.928711
	Iteration 15Q: 3 clusters Score -126854.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126854.671875 Penalty: 3261.928711
	Iteration 16F: 3 clusters Score -126854.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -46476.218750 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -46476.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45286.910156 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -45286.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45443.718750 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -45443.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45539.046875 Penalty: 2835.645752
	Iteration 2F: 3 clusters Score -45539.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45565.121094 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -45565.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45569.894531 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -45569.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45569.894531 Penalty: 2835.645752
	Iteration 5F: 3 clusters Score -45569.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -94592.296875 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -94592.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -93133.929688 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -93133.93 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -93456.921875 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -93456.92 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -93570.304688 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -93570.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -93640.140625 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -93640.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -93666.296875 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -93666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -93676.593750 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -93676.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -93688.656250 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -93688.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -93693.546875 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -93693.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -93693.546875 Penalty: 3128.816650
	Iteration 8F: 3 clusters Score -93693.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Entering Unmasked Estep 
Score: -3930647.750000 Penalty: 2456.126709
	Iteration 0F: 2 clusters Score -3930648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3916708.250000 Penalty: 4912.253418
	Iteration 0F: 3 clusters Score -3916708 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3921291.250000 Penalty: 4912.253418
	Iteration 1F: 3 clusters Score -3921291 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3921639.000000 Penalty: 4912.253418
	Iteration 2F: 3 clusters Score -3921639 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -3921909.000000 Penalty: 4912.253418
	Iteration 3Q: 3 clusters Score -3921909 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3922160.000000 Penalty: 4912.253418
	Iteration 4Q: 3 clusters Score -3922160 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -3922426.250000 Penalty: 4912.253418
	Iteration 5Q: 3 clusters Score -3922426 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3922723.500000 Penalty: 4912.253418
	Iteration 6Q: 3 clusters Score -3922724 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3923107.750000 Penalty: 4912.253418
	Iteration 7Q: 3 clusters Score -3923108 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3923622.250000 Penalty: 4912.253418
	Iteration 8Q: 3 clusters Score -3923622 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3924390.000000 Penalty: 4912.253418
	Iteration 9F: 3 clusters Score -3924390 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3925325.500000 Penalty: 4912.253418
	Iteration 10F: 3 clusters Score -3925326 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3926346.000000 Penalty: 4912.253418
	Iteration 11F: 3 clusters Score -3926346 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3927232.000000 Penalty: 4912.253418
	Iteration 12Q: 3 clusters Score -3927232 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3927857.000000 Penalty: 4912.253418
	Iteration 13Q: 3 clusters Score -3927857 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3928276.000000 Penalty: 4912.253418
	Iteration 14Q: 3 clusters Score -3928276 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -3928458.250000 Penalty: 4912.253418
	Iteration 15Q: 3 clusters Score -3928458 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3928541.250000 Penalty: 4912.253418
	Iteration 16Q: 3 clusters Score -3928541 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3928582.500000 Penalty: 4912.253418
	Iteration 17Q: 3 clusters Score -3928582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3928605.500000 Penalty: 4912.253418
	Iteration 18Q: 3 clusters Score -3928606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3928620.000000 Penalty: 4912.253418
	Iteration 19Q: 3 clusters Score -3928620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -3928630.750000 Penalty: 4912.253418
	Iteration 20F: 3 clusters Score -3928631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -3928631.750000 Penalty: 4912.253418
	Iteration 21Q: 3 clusters Score -3928632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3928638.500000 Penalty: 4912.253418
	Iteration 22Q: 3 clusters Score -3928638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3928645.500000 Penalty: 4912.253418
	Iteration 23Q: 3 clusters Score -3928646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -3928646.750000 Penalty: 4912.253418
	Iteration 24Q: 3 clusters Score -3928647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3928654.500000 Penalty: 4912.253418
	Iteration 25Q: 3 clusters Score -3928654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3928650.750000 Penalty: 4912.253418
	Iteration 26Q: 3 clusters Score -3928651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -3928655.000000 Penalty: 4912.253418
	Iteration 27Q: 3 clusters Score -3928655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3928652.750000 Penalty: 4912.253418
	Iteration 28Q: 3 clusters Score -3928653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3928660.500000 Penalty: 4912.253418
	Iteration 29Q: 3 clusters Score -3928660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -3928657.250000 Penalty: 4912.253418
	Iteration 30Q: 3 clusters Score -3928657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -3928662.000000 Penalty: 4912.253418
	Iteration 31Q: 3 clusters Score -3928662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3928662.500000 Penalty: 4912.253418
	Iteration 32Q: 3 clusters Score -3928662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3928662.500000 Penalty: 4912.253418
	Iteration 33F: 3 clusters Score -3928662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -410633.406250 Penalty: 1913.571777
	Iteration 0F: 2 clusters Score -410633.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -407842.031250 Penalty: 3827.143555
	Iteration 0F: 3 clusters Score -407842 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -408523.250000 Penalty: 3827.143555
	Iteration 1F: 3 clusters Score -408523.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -408825.218750 Penalty: 3827.143555
	Iteration 2F: 3 clusters Score -408825.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -409099.031250 Penalty: 3827.143555
	Iteration 3F: 3 clusters Score -409099 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -409331.968750 Penalty: 3827.143555
	Iteration 4F: 3 clusters Score -409332 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -409498.312500 Penalty: 3827.143555
	Iteration 5F: 3 clusters Score -409498.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -409588.406250 Penalty: 3827.143555
	Iteration 6Q: 3 clusters Score -409588.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -409639.875000 Penalty: 3827.143555
	Iteration 7Q: 3 clusters Score -409639.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -409680.718750 Penalty: 3827.143555
	Iteration 8Q: 3 clusters Score -409680.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -409701.187500 Penalty: 3827.143555
	Iteration 9Q: 3 clusters Score -409701.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -409716.718750 Penalty: 3827.143555
	Iteration 10Q: 3 clusters Score -409716.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -409724.781250 Penalty: 3827.143555
	Iteration 11Q: 3 clusters Score -409724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -409729.812500 Penalty: 3827.143555
	Iteration 12Q: 3 clusters Score -409729.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -409735.156250 Penalty: 3827.143555
	Iteration 13Q: 3 clusters Score -409735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -409737.875000 Penalty: 3827.143555
	Iteration 14Q: 3 clusters Score -409737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -409738.250000 Penalty: 3827.143555
	Iteration 15Q: 3 clusters Score -409738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -409740.406250 Penalty: 3827.143555
	Iteration 16Q: 3 clusters Score -409740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -409740.812500 Penalty: 3827.143555
	Iteration 17Q: 3 clusters Score -409740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -409741.468750 Penalty: 3827.143555
	Iteration 18Q: 3 clusters Score -409741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -409741.468750 Penalty: 3827.143555
	Iteration 19F: 3 clusters Score -409741.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -158917.046875 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -158917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -157034.687500 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -157034.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -157404.343750 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -157404.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157606.703125 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -157606.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157749.984375 Penalty: 3409.602539
	Iteration 3F: 3 clusters Score -157750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -157855.734375 Penalty: 3409.602539
	Iteration 4F: 3 clusters Score -157855.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -157967.671875 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -157967.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -158072.031250 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -158072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -158120.500000 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -158120.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -158148.375000 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -158148.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -158169.250000 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -158169.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -158191.828125 Penalty: 3409.602539
	Iteration 10Q: 3 clusters Score -158191.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -158219.843750 Penalty: 3409.602539
	Iteration 11Q: 3 clusters Score -158219.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -158238.453125 Penalty: 3409.602539
	Iteration 12Q: 3 clusters Score -158238.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -158254.359375 Penalty: 3409.602539
	Iteration 13Q: 3 clusters Score -158254.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -158281.656250 Penalty: 3409.602539
	Iteration 14Q: 3 clusters Score -158281.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -158304.328125 Penalty: 3409.602539
	Iteration 15Q: 3 clusters Score -158304.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -158313.828125 Penalty: 3409.602539
	Iteration 16Q: 3 clusters Score -158313.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -158320.031250 Penalty: 3409.602539
	Iteration 17Q: 3 clusters Score -158320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -158320.703125 Penalty: 3409.602539
	Iteration 18Q: 3 clusters Score -158320.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -158322.343750 Penalty: 3409.602539
	Iteration 19Q: 3 clusters Score -158322.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -158323.187500 Penalty: 3409.602539
	Iteration 20F: 3 clusters Score -158323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -158324.906250 Penalty: 3409.602539
	Iteration 21Q: 3 clusters Score -158324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -158328.046875 Penalty: 3409.602539
	Iteration 22Q: 3 clusters Score -158328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -158334.546875 Penalty: 3409.602539
	Iteration 23Q: 3 clusters Score -158334.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -158341.171875 Penalty: 3409.602539
	Iteration 24Q: 3 clusters Score -158341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -158343.484375 Penalty: 3409.602539
	Iteration 25Q: 3 clusters Score -158343.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -158343.484375 Penalty: 3409.602539
	Iteration 26F: 3 clusters Score -158343.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -442273.312500 Penalty: 1917.410034
	Iteration 0F: 2 clusters Score -442273.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -439518.687500 Penalty: 3834.820068
	Iteration 0F: 3 clusters Score -439518.7 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -440110.375000 Penalty: 3834.820068
	Iteration 1F: 3 clusters Score -440110.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -440362.718750 Penalty: 3834.820068
	Iteration 2F: 3 clusters Score -440362.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -440585.406250 Penalty: 3834.820068
	Iteration 3F: 3 clusters Score -440585.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -440851.062500 Penalty: 3834.820068
	Iteration 4F: 3 clusters Score -440851.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -441047.875000 Penalty: 3834.820068
	Iteration 5F: 3 clusters Score -441047.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -441176.656250 Penalty: 3834.820068
	Iteration 6Q: 3 clusters Score -441176.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -441251.218750 Penalty: 3834.820068
	Iteration 7Q: 3 clusters Score -441251.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -441306.062500 Penalty: 3834.820068
	Iteration 8Q: 3 clusters Score -441306.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -441350.000000 Penalty: 3834.820068
	Iteration 9Q: 3 clusters Score -441350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -441373.406250 Penalty: 3834.820068
	Iteration 10Q: 3 clusters Score -441373.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -441390.906250 Penalty: 3834.820068
	Iteration 11Q: 3 clusters Score -441390.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -441408.781250 Penalty: 3834.820068
	Iteration 12Q: 3 clusters Score -441408.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -441424.968750 Penalty: 3834.820068
	Iteration 13Q: 3 clusters Score -441425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -441434.687500 Penalty: 3834.820068
	Iteration 14Q: 3 clusters Score -441434.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -441441.468750 Penalty: 3834.820068
	Iteration 15Q: 3 clusters Score -441441.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -441447.125000 Penalty: 3834.820068
	Iteration 16Q: 3 clusters Score -441447.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -441453.531250 Penalty: 3834.820068
	Iteration 17Q: 3 clusters Score -441453.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -441464.125000 Penalty: 3834.820068
	Iteration 18Q: 3 clusters Score -441464.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -441470.250000 Penalty: 3834.820068
	Iteration 19Q: 3 clusters Score -441470.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -441475.625000 Penalty: 3834.820068
	Iteration 20F: 3 clusters Score -441475.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -441482.687500 Penalty: 3834.820068
	Iteration 21Q: 3 clusters Score -441482.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -441489.687500 Penalty: 3834.820068
	Iteration 22Q: 3 clusters Score -441489.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -441498.812500 Penalty: 3834.820068
	Iteration 23Q: 3 clusters Score -441498.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -441522.500000 Penalty: 3834.820068
	Iteration 24Q: 3 clusters Score -441522.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -441543.031250 Penalty: 3834.820068
	Iteration 25Q: 3 clusters Score -441543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -441554.968750 Penalty: 3834.820068
	Iteration 26Q: 3 clusters Score -441555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -441563.125000 Penalty: 3834.820068
	Iteration 27Q: 3 clusters Score -441563.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -441571.218750 Penalty: 3834.820068
	Iteration 28Q: 3 clusters Score -441571.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -441580.250000 Penalty: 3834.820068
	Iteration 29Q: 3 clusters Score -441580.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -441584.687500 Penalty: 3834.820068
	Iteration 30Q: 3 clusters Score -441584.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -441594.437500 Penalty: 3834.820068
	Iteration 31Q: 3 clusters Score -441594.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -441603.625000 Penalty: 3834.820068
	Iteration 32Q: 3 clusters Score -441603.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -441616.906250 Penalty: 3834.820068
	Iteration 33Q: 3 clusters Score -441616.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -441624.656250 Penalty: 3834.820068
	Iteration 34Q: 3 clusters Score -441624.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -441633.062500 Penalty: 3834.820068
	Iteration 35Q: 3 clusters Score -441633.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -441641.093750 Penalty: 3834.820068
	Iteration 36Q: 3 clusters Score -441641.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -441648.750000 Penalty: 3834.820068
	Iteration 37Q: 3 clusters Score -441648.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -441654.718750 Penalty: 3834.820068
	Iteration 38Q: 3 clusters Score -441654.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -441663.000000 Penalty: 3834.820068
	Iteration 39Q: 3 clusters Score -441663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -441667.531250 Penalty: 3834.820068
	Iteration 40F: 3 clusters Score -441667.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -441672.718750 Penalty: 3834.820068
	Iteration 41Q: 3 clusters Score -441672.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -441677.906250 Penalty: 3834.820068
	Iteration 42Q: 3 clusters Score -441677.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -441682.187500 Penalty: 3834.820068
	Iteration 43Q: 3 clusters Score -441682.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -441688.312500 Penalty: 3834.820068
	Iteration 44Q: 3 clusters Score -441688.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -441697.718750 Penalty: 3834.820068
	Iteration 45Q: 3 clusters Score -441697.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -441709.187500 Penalty: 3834.820068
	Iteration 46Q: 3 clusters Score -441709.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -441722.843750 Penalty: 3834.820068
	Iteration 47Q: 3 clusters Score -441722.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -441739.312500 Penalty: 3834.820068
	Iteration 48Q: 3 clusters Score -441739.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -441755.000000 Penalty: 3834.820068
	Iteration 49Q: 3 clusters Score -441755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -441775.281250 Penalty: 3834.820068
	Iteration 50Q: 3 clusters Score -441775.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -441816.312500 Penalty: 3834.820068
	Iteration 51Q: 3 clusters Score -441816.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -441852.625000 Penalty: 3834.820068
	Iteration 52Q: 3 clusters Score -441852.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -441895.500000 Penalty: 3834.820068
	Iteration 53Q: 3 clusters Score -441895.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -441945.281250 Penalty: 3834.820068
	Iteration 54Q: 3 clusters Score -441945.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -441992.312500 Penalty: 3834.820068
	Iteration 55Q: 3 clusters Score -441992.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -442010.437500 Penalty: 3834.820068
	Iteration 56Q: 3 clusters Score -442010.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -442020.656250 Penalty: 3834.820068
	Iteration 57Q: 3 clusters Score -442020.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -442027.843750 Penalty: 3834.820068
	Iteration 58Q: 3 clusters Score -442027.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -442041.625000 Penalty: 3834.820068
	Iteration 59Q: 3 clusters Score -442041.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -442052.000000 Penalty: 3834.820068
	Iteration 60F: 3 clusters Score -442052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -442056.656250 Penalty: 3834.820068
	Iteration 61Q: 3 clusters Score -442056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -442057.437500 Penalty: 3834.820068
	Iteration 62Q: 3 clusters Score -442057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -442057.500000 Penalty: 3834.820068
	Iteration 63Q: 3 clusters Score -442057.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -442058.406250 Penalty: 3834.820068
	Iteration 64Q: 3 clusters Score -442058.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -442058.406250 Penalty: 3834.820068
	Iteration 65F: 3 clusters Score -442058.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Entering Unmasked Estep 
Score: -1207315.000000 Penalty: 2158.098877
	Iteration 0F: 2 clusters Score -1207315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1202128.000000 Penalty: 4316.197754
	Iteration 0F: 3 clusters Score -1202128 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1203523.375000 Penalty: 4316.197754
	Iteration 1F: 3 clusters Score -1203523 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1203987.000000 Penalty: 4316.197754
	Iteration 2F: 3 clusters Score -1203987 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1204525.625000 Penalty: 4316.197754
	Iteration 3F: 3 clusters Score -1204526 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1205015.750000 Penalty: 4316.197754
	Iteration 4F: 3 clusters Score -1205016 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1205387.875000 Penalty: 4316.197754
	Iteration 5F: 3 clusters Score -1205388 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1205633.375000 Penalty: 4316.197754
	Iteration 6F: 3 clusters Score -1205633 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1205823.000000 Penalty: 4316.197754
	Iteration 7Q: 3 clusters Score -1205823 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1205983.375000 Penalty: 4316.197754
	Iteration 8Q: 3 clusters Score -1205983 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1206104.125000 Penalty: 4316.197754
	Iteration 9Q: 3 clusters Score -1206104 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1206176.750000 Penalty: 4316.197754
	Iteration 10Q: 3 clusters Score -1206177 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1206228.625000 Penalty: 4316.197754
	Iteration 11Q: 3 clusters Score -1206229 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1206268.750000 Penalty: 4316.197754
	Iteration 12Q: 3 clusters Score -1206269 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1206294.750000 Penalty: 4316.197754
	Iteration 13Q: 3 clusters Score -1206295 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1206317.750000 Penalty: 4316.197754
	Iteration 14Q: 3 clusters Score -1206318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1206335.125000 Penalty: 4316.197754
	Iteration 15Q: 3 clusters Score -1206335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1206345.125000 Penalty: 4316.197754
	Iteration 16Q: 3 clusters Score -1206345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1206355.500000 Penalty: 4316.197754
	Iteration 17Q: 3 clusters Score -1206356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1206363.250000 Penalty: 4316.197754
	Iteration 18Q: 3 clusters Score -1206363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1206370.500000 Penalty: 4316.197754
	Iteration 19Q: 3 clusters Score -1206370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1206376.375000 Penalty: 4316.197754
	Iteration 20F: 3 clusters Score -1206376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1206380.875000 Penalty: 4316.197754
	Iteration 21Q: 3 clusters Score -1206381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1206391.750000 Penalty: 4316.197754
	Iteration 22Q: 3 clusters Score -1206392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1206396.125000 Penalty: 4316.197754
	Iteration 23Q: 3 clusters Score -1206396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1206400.625000 Penalty: 4316.197754
	Iteration 24Q: 3 clusters Score -1206401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1206402.250000 Penalty: 4316.197754
	Iteration 25Q: 3 clusters Score -1206402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1206405.875000 Penalty: 4316.197754
	Iteration 26Q: 3 clusters Score -1206406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1206409.750000 Penalty: 4316.197754
	Iteration 27Q: 3 clusters Score -1206410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1206411.375000 Penalty: 4316.197754
	Iteration 28Q: 3 clusters Score -1206411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1206417.625000 Penalty: 4316.197754
	Iteration 29Q: 3 clusters Score -1206418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1206419.125000 Penalty: 4316.197754
	Iteration 30Q: 3 clusters Score -1206419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1206422.875000 Penalty: 4316.197754
	Iteration 31Q: 3 clusters Score -1206423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1206426.125000 Penalty: 4316.197754
	Iteration 32Q: 3 clusters Score -1206426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1206427.875000 Penalty: 4316.197754
	Iteration 33Q: 3 clusters Score -1206428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1206428.625000 Penalty: 4316.197754
	Iteration 34Q: 3 clusters Score -1206429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1206431.000000 Penalty: 4316.197754
	Iteration 35Q: 3 clusters Score -1206431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1206431.375000 Penalty: 4316.197754
	Iteration 36Q: 3 clusters Score -1206431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1206431.375000 Penalty: 4316.197754
	Iteration 37Q: 3 clusters Score -1206431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1206431.375000 Penalty: 4316.197754
	Iteration 38F: 3 clusters Score -1206431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -14025.152344 Penalty: 1320.106445
	Iteration 0F: 2 clusters Score -14025.15 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 87 members 
Entering Unmasked Estep 
Score: -12986.890625 Penalty: 2640.212891
	Iteration 0F: 3 clusters Score -12986.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13123.548828 Penalty: 2640.212891
	Iteration 1F: 3 clusters Score -13123.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13185.572266 Penalty: 2640.212891
	Iteration 2Q: 3 clusters Score -13185.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13225.949219 Penalty: 2640.212891
	Iteration 3Q: 3 clusters Score -13225.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13225.949219 Penalty: 2640.212891
	Iteration 4F: 3 clusters Score -13225.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Entering Unmasked Estep 
Score: -789942.312500 Penalty: 2051.153564
	Iteration 0F: 2 clusters Score -789942.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -786102.812500 Penalty: 4102.307129
	Iteration 0F: 3 clusters Score -786102.8 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -786930.187500 Penalty: 4102.307129
	Iteration 1F: 3 clusters Score -786930.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -787087.125000 Penalty: 4102.307129
	Iteration 2F: 3 clusters Score -787087.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -787202.687500 Penalty: 4102.307129
	Iteration 3Q: 3 clusters Score -787202.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -787272.812500 Penalty: 4102.307129
	Iteration 4Q: 3 clusters Score -787272.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -787333.812500 Penalty: 4102.307129
	Iteration 5Q: 3 clusters Score -787333.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -787379.437500 Penalty: 4102.307129
	Iteration 6Q: 3 clusters Score -787379.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -787417.125000 Penalty: 4102.307129
	Iteration 7Q: 3 clusters Score -787417.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -787452.437500 Penalty: 4102.307129
	Iteration 8Q: 3 clusters Score -787452.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -787492.937500 Penalty: 4102.307129
	Iteration 9Q: 3 clusters Score -787492.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -787529.250000 Penalty: 4102.307129
	Iteration 10Q: 3 clusters Score -787529.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -787564.187500 Penalty: 4102.307129
	Iteration 11Q: 3 clusters Score -787564.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -787588.250000 Penalty: 4102.307129
	Iteration 12Q: 3 clusters Score -787588.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -787609.625000 Penalty: 4102.307129
	Iteration 13Q: 3 clusters Score -787609.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -787631.500000 Penalty: 4102.307129
	Iteration 14Q: 3 clusters Score -787631.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -787650.937500 Penalty: 4102.307129
	Iteration 15Q: 3 clusters Score -787650.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -787672.875000 Penalty: 4102.307129
	Iteration 16Q: 3 clusters Score -787672.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -787696.875000 Penalty: 4102.307129
	Iteration 17Q: 3 clusters Score -787696.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -787722.875000 Penalty: 4102.307129
	Iteration 18Q: 3 clusters Score -787722.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -787748.062500 Penalty: 4102.307129
	Iteration 19Q: 3 clusters Score -787748.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -787774.500000 Penalty: 4102.307129
	Iteration 20F: 3 clusters Score -787774.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -787797.687500 Penalty: 4102.307129
	Iteration 21Q: 3 clusters Score -787797.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -787821.250000 Penalty: 4102.307129
	Iteration 22Q: 3 clusters Score -787821.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -787847.000000 Penalty: 4102.307129
	Iteration 23Q: 3 clusters Score -787847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -787866.937500 Penalty: 4102.307129
	Iteration 24Q: 3 clusters Score -787866.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -787890.250000 Penalty: 4102.307129
	Iteration 25Q: 3 clusters Score -787890.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -787913.687500 Penalty: 4102.307129
	Iteration 26Q: 3 clusters Score -787913.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -787936.875000 Penalty: 4102.307129
	Iteration 27Q: 3 clusters Score -787936.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -787949.125000 Penalty: 4102.307129
	Iteration 28Q: 3 clusters Score -787949.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -787959.125000 Penalty: 4102.307129
	Iteration 29Q: 3 clusters Score -787959.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -787972.500000 Penalty: 4102.307129
	Iteration 30Q: 3 clusters Score -787972.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -787979.750000 Penalty: 4102.307129
	Iteration 31Q: 3 clusters Score -787979.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -787987.062500 Penalty: 4102.307129
	Iteration 32Q: 3 clusters Score -787987.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -787994.000000 Penalty: 4102.307129
	Iteration 33Q: 3 clusters Score -787994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -788000.312500 Penalty: 4102.307129
	Iteration 34Q: 3 clusters Score -788000.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -788006.187500 Penalty: 4102.307129
	Iteration 35Q: 3 clusters Score -788006.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -788011.000000 Penalty: 4102.307129
	Iteration 36Q: 3 clusters Score -788011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -788015.937500 Penalty: 4102.307129
	Iteration 37Q: 3 clusters Score -788015.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -788020.375000 Penalty: 4102.307129
	Iteration 38Q: 3 clusters Score -788020.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -788026.125000 Penalty: 4102.307129
	Iteration 39Q: 3 clusters Score -788026.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -788034.437500 Penalty: 4102.307129
	Iteration 40F: 3 clusters Score -788034.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -788043.500000 Penalty: 4102.307129
	Iteration 41Q: 3 clusters Score -788043.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -788049.500000 Penalty: 4102.307129
	Iteration 42Q: 3 clusters Score -788049.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -788053.562500 Penalty: 4102.307129
	Iteration 43Q: 3 clusters Score -788053.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -788057.187500 Penalty: 4102.307129
	Iteration 44Q: 3 clusters Score -788057.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -788062.000000 Penalty: 4102.307129
	Iteration 45Q: 3 clusters Score -788062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -788070.375000 Penalty: 4102.307129
	Iteration 46Q: 3 clusters Score -788070.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -788076.687500 Penalty: 4102.307129
	Iteration 47Q: 3 clusters Score -788076.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -788085.187500 Penalty: 4102.307129
	Iteration 48Q: 3 clusters Score -788085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -788091.125000 Penalty: 4102.307129
	Iteration 49Q: 3 clusters Score -788091.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -788096.937500 Penalty: 4102.307129
	Iteration 50Q: 3 clusters Score -788096.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -788097.812500 Penalty: 4102.307129
	Iteration 51Q: 3 clusters Score -788097.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -788099.000000 Penalty: 4102.307129
	Iteration 52Q: 3 clusters Score -788099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -788099.000000 Penalty: 4102.307129
	Iteration 53F: 3 clusters Score -788099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Entering Unmasked Estep 
Score: -4439905.500000 Penalty: 2472.240967
	Iteration 0F: 2 clusters Score -4439906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -4425554.500000 Penalty: 4944.481934
	Iteration 0F: 3 clusters Score -4425554 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -4430669.500000 Penalty: 4944.481934
	Iteration 1F: 3 clusters Score -4430670 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -4431081.500000 Penalty: 4944.481934
	Iteration 2F: 3 clusters Score -4431082 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -4431435.500000 Penalty: 4944.481934
	Iteration 3Q: 3 clusters Score -4431436 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -4431772.500000 Penalty: 4944.481934
	Iteration 4Q: 3 clusters Score -4431772 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -4432127.500000 Penalty: 4944.481934
	Iteration 5Q: 3 clusters Score -4432128 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -4432430.000000 Penalty: 4944.481934
	Iteration 6Q: 3 clusters Score -4432430 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -4432707.500000 Penalty: 4944.481934
	Iteration 7Q: 3 clusters Score -4432708 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -4432907.500000 Penalty: 4944.481934
	Iteration 8Q: 3 clusters Score -4432908 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4433110.000000 Penalty: 4944.481934
	Iteration 9Q: 3 clusters Score -4433110 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -4433324.000000 Penalty: 4944.481934
	Iteration 10Q: 3 clusters Score -4433324 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -4433504.000000 Penalty: 4944.481934
	Iteration 11Q: 3 clusters Score -4433504 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -4433660.000000 Penalty: 4944.481934
	Iteration 12Q: 3 clusters Score -4433660 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -4433840.500000 Penalty: 4944.481934
	Iteration 13Q: 3 clusters Score -4433840 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -4434022.500000 Penalty: 4944.481934
	Iteration 14Q: 3 clusters Score -4434022 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -4434256.500000 Penalty: 4944.481934
	Iteration 15Q: 3 clusters Score -4434256 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -4434561.000000 Penalty: 4944.481934
	Iteration 16Q: 3 clusters Score -4434561 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -4434904.500000 Penalty: 4944.481934
	Iteration 17Q: 3 clusters Score -4434904 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -4435260.500000 Penalty: 4944.481934
	Iteration 18Q: 3 clusters Score -4435260 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -4435595.000000 Penalty: 4944.481934
	Iteration 19Q: 3 clusters Score -4435595 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -4435907.000000 Penalty: 4944.481934
	Iteration 20F: 3 clusters Score -4435907 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -4436131.500000 Penalty: 4944.481934
	Iteration 21Q: 3 clusters Score -4436132 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -4436306.000000 Penalty: 4944.481934
	Iteration 22Q: 3 clusters Score -4436306 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -4436504.000000 Penalty: 4944.481934
	Iteration 23Q: 3 clusters Score -4436504 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4436685.000000 Penalty: 4944.481934
	Iteration 24Q: 3 clusters Score -4436685 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -4436830.500000 Penalty: 4944.481934
	Iteration 25Q: 3 clusters Score -4436830 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4436976.500000 Penalty: 4944.481934
	Iteration 26Q: 3 clusters Score -4436976 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4437116.000000 Penalty: 4944.481934
	Iteration 27Q: 3 clusters Score -4437116 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -4437250.000000 Penalty: 4944.481934
	Iteration 28Q: 3 clusters Score -4437250 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4437329.500000 Penalty: 4944.481934
	Iteration 29Q: 3 clusters Score -4437330 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -4437458.000000 Penalty: 4944.481934
	Iteration 30Q: 3 clusters Score -4437458 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -4437578.500000 Penalty: 4944.481934
	Iteration 31Q: 3 clusters Score -4437578 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -4437679.000000 Penalty: 4944.481934
	Iteration 32Q: 3 clusters Score -4437679 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -4437760.000000 Penalty: 4944.481934
	Iteration 33Q: 3 clusters Score -4437760 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -4437811.000000 Penalty: 4944.481934
	Iteration 34Q: 3 clusters Score -4437811 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -4437863.500000 Penalty: 4944.481934
	Iteration 35Q: 3 clusters Score -4437864 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -4437898.000000 Penalty: 4944.481934
	Iteration 36Q: 3 clusters Score -4437898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -4437914.500000 Penalty: 4944.481934
	Iteration 37Q: 3 clusters Score -4437914 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -4437924.000000 Penalty: 4944.481934
	Iteration 38Q: 3 clusters Score -4437924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -4437942.500000 Penalty: 4944.481934
	Iteration 39Q: 3 clusters Score -4437942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4437955.500000 Penalty: 4944.481934
	Iteration 40F: 3 clusters Score -4437956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -4437965.000000 Penalty: 4944.481934
	Iteration 41Q: 3 clusters Score -4437965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -4437971.500000 Penalty: 4944.481934
	Iteration 42Q: 3 clusters Score -4437972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -4437985.500000 Penalty: 4944.481934
	Iteration 43Q: 3 clusters Score -4437986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -4438007.000000 Penalty: 4944.481934
	Iteration 44Q: 3 clusters Score -4438007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -4438014.500000 Penalty: 4944.481934
	Iteration 45Q: 3 clusters Score -4438014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -4438010.000000 Penalty: 4944.481934
	Iteration 46Q: 3 clusters Score -4438010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -4438013.500000 Penalty: 4944.481934
	Iteration 47Q: 3 clusters Score -4438014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -4438013.000000 Penalty: 4944.481934
	Iteration 48Q: 3 clusters Score -4438013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4438022.000000 Penalty: 4944.481934
	Iteration 49Q: 3 clusters Score -4438022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -4438034.000000 Penalty: 4944.481934
	Iteration 50Q: 3 clusters Score -4438034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -4438042.000000 Penalty: 4944.481934
	Iteration 51Q: 3 clusters Score -4438042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4438036.000000 Penalty: 4944.481934
	Iteration 52Q: 3 clusters Score -4438036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -4438038.000000 Penalty: 4944.481934
	Iteration 53Q: 3 clusters Score -4438038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4438034.000000 Penalty: 4944.481934
	Iteration 54Q: 3 clusters Score -4438034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -4438035.000000 Penalty: 4944.481934
	Iteration 55Q: 3 clusters Score -4438035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -4438034.500000 Penalty: 4944.481934
	Iteration 56Q: 3 clusters Score -4438034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4438037.500000 Penalty: 4944.481934
	Iteration 57Q: 3 clusters Score -4438038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4438037.500000 Penalty: 4944.481934
	Iteration 58F: 3 clusters Score -4438038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (44096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Entering Unmasked Estep 
Score: -8348385.500000 Penalty: 2652.142822
	Iteration 0F: 2 clusters Score -8348386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -8318998.500000 Penalty: 5304.285645
	Iteration 0F: 3 clusters Score -8318998 nChanged 20165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -8329818.000000 Penalty: 5304.285645
	Iteration 1F: 3 clusters Score -8329818 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -8330248.500000 Penalty: 5304.285645
	Iteration 2Q: 3 clusters Score -8330248 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -8330673.000000 Penalty: 5304.285645
	Iteration 3Q: 3 clusters Score -8330673 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -8331062.500000 Penalty: 5304.285645
	Iteration 4Q: 3 clusters Score -8331062 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -8331436.500000 Penalty: 5304.285645
	Iteration 5Q: 3 clusters Score -8331436 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -8331828.000000 Penalty: 5304.285645
	Iteration 6Q: 3 clusters Score -8331828 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -8332266.500000 Penalty: 5304.285645
	Iteration 7Q: 3 clusters Score -8332266 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -8332793.500000 Penalty: 5304.285645
	Iteration 8Q: 3 clusters Score -8332794 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -8333385.000000 Penalty: 5304.285645
	Iteration 9Q: 3 clusters Score -8333385 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -8334156.500000 Penalty: 5304.285645
	Iteration 10Q: 3 clusters Score -8334156 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -8335333.000000 Penalty: 5304.285645
	Iteration 11Q: 3 clusters Score -8335333 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -8336658.500000 Penalty: 5304.285645
	Iteration 12Q: 3 clusters Score -8336658 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -8337731.500000 Penalty: 5304.285645
	Iteration 13Q: 3 clusters Score -8337732 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -8338428.500000 Penalty: 5304.285645
	Iteration 14Q: 3 clusters Score -8338428 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -8338720.500000 Penalty: 5304.285645
	Iteration 15Q: 3 clusters Score -8338720 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -8338936.500000 Penalty: 5304.285645
	Iteration 16Q: 3 clusters Score -8338936 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -8339038.500000 Penalty: 5304.285645
	Iteration 17Q: 3 clusters Score -8339038 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -8339204.500000 Penalty: 5304.285645
	Iteration 18Q: 3 clusters Score -8339204 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -8339316.500000 Penalty: 5304.285645
	Iteration 19Q: 3 clusters Score -8339316 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -8339455.500000 Penalty: 5304.285645
	Iteration 20F: 3 clusters Score -8339456 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -8339570.000000 Penalty: 5304.285645
	Iteration 21Q: 3 clusters Score -8339570 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -8339692.000000 Penalty: 5304.285645
	Iteration 22Q: 3 clusters Score -8339692 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -8339795.500000 Penalty: 5304.285645
	Iteration 23Q: 3 clusters Score -8339796 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -8339961.500000 Penalty: 5304.285645
	Iteration 24Q: 3 clusters Score -8339962 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -8340114.500000 Penalty: 5304.285645
	Iteration 25Q: 3 clusters Score -8340114 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -8340258.000000 Penalty: 5304.285645
	Iteration 26Q: 3 clusters Score -8340258 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -8340438.500000 Penalty: 5304.285645
	Iteration 27Q: 3 clusters Score -8340438 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -8340598.500000 Penalty: 5304.285645
	Iteration 28Q: 3 clusters Score -8340598 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -8340804.500000 Penalty: 5304.285645
	Iteration 29Q: 3 clusters Score -8340804 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -8341039.000000 Penalty: 5304.285645
	Iteration 30Q: 3 clusters Score -8341039 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -8341253.500000 Penalty: 5304.285645
	Iteration 31Q: 3 clusters Score -8341254 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -8341445.500000 Penalty: 5304.285645
	Iteration 32Q: 3 clusters Score -8341446 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -8341723.000000 Penalty: 5304.285645
	Iteration 33Q: 3 clusters Score -8341723 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -8342000.000000 Penalty: 5304.285645
	Iteration 34Q: 3 clusters Score -8342000 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -8342289.000000 Penalty: 5304.285645
	Iteration 35Q: 3 clusters Score -8342289 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -8342573.500000 Penalty: 5304.285645
	Iteration 36Q: 3 clusters Score -8342574 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -8342901.500000 Penalty: 5304.285645
	Iteration 37Q: 3 clusters Score -8342902 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -8343151.000000 Penalty: 5304.285645
	Iteration 38Q: 3 clusters Score -8343151 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -8343523.000000 Penalty: 5304.285645
	Iteration 39Q: 3 clusters Score -8343523 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -8343845.500000 Penalty: 5304.285645
	Iteration 40F: 3 clusters Score -8343846 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -8344190.500000 Penalty: 5304.285645
	Iteration 41Q: 3 clusters Score -8344190 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8344635.000000 Penalty: 5304.285645
	Iteration 42Q: 3 clusters Score -8344635 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8344953.000000 Penalty: 5304.285645
	Iteration 43Q: 3 clusters Score -8344953 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8345272.500000 Penalty: 5304.285645
	Iteration 44Q: 3 clusters Score -8345272 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8345467.500000 Penalty: 5304.285645
	Iteration 45Q: 3 clusters Score -8345468 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8345646.500000 Penalty: 5304.285645
	Iteration 46Q: 3 clusters Score -8345646 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8345779.500000 Penalty: 5304.285645
	Iteration 47Q: 3 clusters Score -8345780 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8345848.000000 Penalty: 5304.285645
	Iteration 48Q: 3 clusters Score -8345848 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8345930.000000 Penalty: 5304.285645
	Iteration 49Q: 3 clusters Score -8345930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8345974.500000 Penalty: 5304.285645
	Iteration 50Q: 3 clusters Score -8345974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8346009.500000 Penalty: 5304.285645
	Iteration 51Q: 3 clusters Score -8346010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8346041.500000 Penalty: 5304.285645
	Iteration 52Q: 3 clusters Score -8346042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8346059.500000 Penalty: 5304.285645
	Iteration 53Q: 3 clusters Score -8346060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8346065.500000 Penalty: 5304.285645
	Iteration 54Q: 3 clusters Score -8346066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8346078.000000 Penalty: 5304.285645
	Iteration 55Q: 3 clusters Score -8346078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8346089.000000 Penalty: 5304.285645
	Iteration 56Q: 3 clusters Score -8346089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8346102.500000 Penalty: 5304.285645
	Iteration 57Q: 3 clusters Score -8346102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8346101.500000 Penalty: 5304.285645
	Iteration 58Q: 3 clusters Score -8346102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8346113.000000 Penalty: 5304.285645
	Iteration 59Q: 3 clusters Score -8346113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8346111.500000 Penalty: 5304.285645
	Iteration 60F: 3 clusters Score -8346112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8346111.000000 Penalty: 5304.285645
	Iteration 61Q: 3 clusters Score -8346111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8346115.500000 Penalty: 5304.285645
	Iteration 62Q: 3 clusters Score -8346116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8346117.000000 Penalty: 5304.285645
	Iteration 63Q: 3 clusters Score -8346117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8346121.000000 Penalty: 5304.285645
	Iteration 64Q: 3 clusters Score -8346121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8346128.500000 Penalty: 5304.285645
	Iteration 65Q: 3 clusters Score -8346128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8346126.000000 Penalty: 5304.285645
	Iteration 66Q: 3 clusters Score -8346126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8346134.000000 Penalty: 5304.285645
	Iteration 67Q: 3 clusters Score -8346134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8346136.000000 Penalty: 5304.285645
	Iteration 68Q: 3 clusters Score -8346136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8346132.500000 Penalty: 5304.285645
	Iteration 69Q: 3 clusters Score -8346132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8346132.500000 Penalty: 5304.285645
	Iteration 70F: 3 clusters Score -8346132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -119192.890625 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -119192.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -117640.046875 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -117640 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -118134.289062 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -118134.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -118424.445312 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -118424.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118816.937500 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -118816.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -119017.632812 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -119017.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -119156.882812 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -119156.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -119224.710938 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -119224.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -119270.039062 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -119270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -119300.101562 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -119300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -119377.976562 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -119378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -119429.039062 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -119429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -119434.929688 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -119434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -119436.781250 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -119436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -119439.507812 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -119439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -119451.570312 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -119451.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -119467.570312 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -119467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -119482.734375 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -119482.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -119498.046875 Penalty: 3274.210205
	Iteration 17Q: 3 clusters Score -119498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -119511.304688 Penalty: 3274.210205
	Iteration 18Q: 3 clusters Score -119511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -119523.078125 Penalty: 3274.210205
	Iteration 19Q: 3 clusters Score -119523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -119528.304688 Penalty: 3274.210205
	Iteration 20F: 3 clusters Score -119528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -119531.812500 Penalty: 3274.210205
	Iteration 21Q: 3 clusters Score -119531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -119531.812500 Penalty: 3274.210205
	Iteration 22F: 3 clusters Score -119531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 25075 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 12025 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 13914 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 20005 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3908 members 
Mstep: Class 29 contains 21348 members 
Mstep: Class 30 contains 44096 members 
Mstep: Class 31 contains 402 members 
Mstep: Class 32 contains 20415 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17036 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21657 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17309 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 24541 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8726 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 29173 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 20389 members 
Mstep: Class 54 contains 334 members 
Entering Unmasked Estep 
Score: -84210592.000000 Penalty: 173864.515625
Splitting cluster 31 changes total score from -84210856.000000 to -84210592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (20415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Entering Unmasked Estep 
Score: -3995578.250000 Penalty: 2461.158447
	Iteration 0F: 2 clusters Score -3995578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3981406.750000 Penalty: 4922.316895
	Iteration 0F: 3 clusters Score -3981407 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -3986111.000000 Penalty: 4922.316895
	Iteration 1F: 3 clusters Score -3986111 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -3986483.750000 Penalty: 4922.316895
	Iteration 2F: 3 clusters Score -3986484 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -3986775.500000 Penalty: 4922.316895
	Iteration 3Q: 3 clusters Score -3986776 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3986997.250000 Penalty: 4922.316895
	Iteration 4Q: 3 clusters Score -3986997 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3987159.000000 Penalty: 4922.316895
	Iteration 5Q: 3 clusters Score -3987159 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3987336.500000 Penalty: 4922.316895
	Iteration 6Q: 3 clusters Score -3987336 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3987530.250000 Penalty: 4922.316895
	Iteration 7Q: 3 clusters Score -3987530 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -3987779.000000 Penalty: 4922.316895
	Iteration 8Q: 3 clusters Score -3987779 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -3988055.250000 Penalty: 4922.316895
	Iteration 9Q: 3 clusters Score -3988055 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3988445.750000 Penalty: 4922.316895
	Iteration 10Q: 3 clusters Score -3988446 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -3988882.500000 Penalty: 4922.316895
	Iteration 11Q: 3 clusters Score -3988882 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3989500.500000 Penalty: 4922.316895
	Iteration 12F: 3 clusters Score -3989500 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3990323.000000 Penalty: 4922.316895
	Iteration 13F: 3 clusters Score -3990323 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3991207.250000 Penalty: 4922.316895
	Iteration 14F: 3 clusters Score -3991207 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3992126.250000 Penalty: 4922.316895
	Iteration 15F: 3 clusters Score -3992126 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3992817.250000 Penalty: 4922.316895
	Iteration 16Q: 3 clusters Score -3992817 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3993236.750000 Penalty: 4922.316895
	Iteration 17Q: 3 clusters Score -3993237 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -3993504.500000 Penalty: 4922.316895
	Iteration 18Q: 3 clusters Score -3993504 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -3993666.500000 Penalty: 4922.316895
	Iteration 19Q: 3 clusters Score -3993666 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3993770.250000 Penalty: 4922.316895
	Iteration 20F: 3 clusters Score -3993770 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3993827.750000 Penalty: 4922.316895
	Iteration 21Q: 3 clusters Score -3993828 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3993865.750000 Penalty: 4922.316895
	Iteration 22Q: 3 clusters Score -3993866 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3993900.000000 Penalty: 4922.316895
	Iteration 23Q: 3 clusters Score -3993900 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3993907.750000 Penalty: 4922.316895
	Iteration 24Q: 3 clusters Score -3993908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3993934.000000 Penalty: 4922.316895
	Iteration 25Q: 3 clusters Score -3993934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3993948.250000 Penalty: 4922.316895
	Iteration 26Q: 3 clusters Score -3993948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3993968.500000 Penalty: 4922.316895
	Iteration 27Q: 3 clusters Score -3993968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3993976.750000 Penalty: 4922.316895
	Iteration 28Q: 3 clusters Score -3993977 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3993987.750000 Penalty: 4922.316895
	Iteration 29Q: 3 clusters Score -3993988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -3994002.000000 Penalty: 4922.316895
	Iteration 30Q: 3 clusters Score -3994002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -3994014.000000 Penalty: 4922.316895
	Iteration 31Q: 3 clusters Score -3994014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3994026.750000 Penalty: 4922.316895
	Iteration 32Q: 3 clusters Score -3994027 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3994029.000000 Penalty: 4922.316895
	Iteration 33Q: 3 clusters Score -3994029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3994035.250000 Penalty: 4922.316895
	Iteration 34Q: 3 clusters Score -3994035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3994045.500000 Penalty: 4922.316895
	Iteration 35Q: 3 clusters Score -3994046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -3994052.250000 Penalty: 4922.316895
	Iteration 36Q: 3 clusters Score -3994052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3994061.000000 Penalty: 4922.316895
	Iteration 37Q: 3 clusters Score -3994061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3994075.000000 Penalty: 4922.316895
	Iteration 38Q: 3 clusters Score -3994075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3994084.750000 Penalty: 4922.316895
	Iteration 39Q: 3 clusters Score -3994085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3994086.500000 Penalty: 4922.316895
	Iteration 40F: 3 clusters Score -3994086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3994086.500000 Penalty: 4922.316895
	Iteration 41Q: 3 clusters Score -3994086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3994092.500000 Penalty: 4922.316895
	Iteration 42Q: 3 clusters Score -3994092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3994107.500000 Penalty: 4922.316895
	Iteration 43Q: 3 clusters Score -3994108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3994105.250000 Penalty: 4922.316895
	Iteration 44Q: 3 clusters Score -3994105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -3994109.500000 Penalty: 4922.316895
	Iteration 45Q: 3 clusters Score -3994110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3994105.500000 Penalty: 4922.316895
	Iteration 46Q: 3 clusters Score -3994106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3994116.750000 Penalty: 4922.316895
	Iteration 47Q: 3 clusters Score -3994117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3994118.000000 Penalty: 4922.316895
	Iteration 48Q: 3 clusters Score -3994118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3994120.250000 Penalty: 4922.316895
	Iteration 49Q: 3 clusters Score -3994120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3994121.000000 Penalty: 4922.316895
	Iteration 50Q: 3 clusters Score -3994121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3994124.000000 Penalty: 4922.316895
	Iteration 51Q: 3 clusters Score -3994124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3994120.250000 Penalty: 4922.316895
	Iteration 52Q: 3 clusters Score -3994120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3994115.000000 Penalty: 4922.316895
	Iteration 53Q: 3 clusters Score -3994115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3994115.250000 Penalty: 4922.316895
	Iteration 54Q: 3 clusters Score -3994115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3994114.750000 Penalty: 4922.316895
	Iteration 55Q: 3 clusters Score -3994115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3994120.750000 Penalty: 4922.316895
	Iteration 56Q: 3 clusters Score -3994121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -3994126.750000 Penalty: 4922.316895
	Iteration 57Q: 3 clusters Score -3994127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3994127.000000 Penalty: 4922.316895
	Iteration 58Q: 3 clusters Score -3994127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -3994127.500000 Penalty: 4922.316895
	Iteration 59Q: 3 clusters Score -3994128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3994128.750000 Penalty: 4922.316895
	Iteration 60F: 3 clusters Score -3994129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3994134.750000 Penalty: 4922.316895
	Iteration 61Q: 3 clusters Score -3994135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3994131.500000 Penalty: 4922.316895
	Iteration 62Q: 3 clusters Score -3994132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3994132.500000 Penalty: 4922.316895
	Iteration 63Q: 3 clusters Score -3994132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3994135.750000 Penalty: 4922.316895
	Iteration 64Q: 3 clusters Score -3994136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3994135.750000 Penalty: 4922.316895
	Iteration 65F: 3 clusters Score -3994136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -55320.167969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -55320.17 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: -54087.074219 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -54087.07 nChanged 98
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: -54338.949219 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -54338.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54394.843750 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -54394.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54495.371094 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -54495.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -54522.062500 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -54522.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54544.179688 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -54544.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -54562.996094 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -54563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -54571.265625 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -54571.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -54595.843750 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -54595.84 nChanged 2
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: -54638.789062 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -54638.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -54671.308594 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -54671.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -54675.468750 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -54675.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -54677.164062 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -54677.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -54680.949219 Penalty: 2991.219971
	Iteration 13F: 3 clusters Score -54680.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54716.664062 Penalty: 2991.219971
	Iteration 14Q: 3 clusters Score -54716.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -54775.941406 Penalty: 2991.219971
	Iteration 15Q: 3 clusters Score -54775.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -54794.152344 Penalty: 2991.219971
	Iteration 16Q: 3 clusters Score -54794.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54832.515625 Penalty: 2991.219971
	Iteration 17Q: 3 clusters Score -54832.52 nChanged 3
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: -54882.269531 Penalty: 2991.219971
	Iteration 18Q: 3 clusters Score -54882.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -54934.390625 Penalty: 2991.219971
	Iteration 19Q: 3 clusters Score -54934.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -55018.164062 Penalty: 2991.219971
	Iteration 20F: 3 clusters Score -55018.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55060.015625 Penalty: 2991.219971
	Iteration 21Q: 3 clusters Score -55060.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55086.792969 Penalty: 2991.219971
	Iteration 22Q: 3 clusters Score -55086.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55125.339844 Penalty: 2991.219971
	Iteration 23Q: 3 clusters Score -55125.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55197.378906 Penalty: 2991.219971
	Iteration 24Q: 3 clusters Score -55197.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55275.742188 Penalty: 2991.219971
	Iteration 25Q: 3 clusters Score -55275.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55287.136719 Penalty: 2991.219971
	Iteration 26Q: 3 clusters Score -55287.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55304.000000 Penalty: 2991.219971
	Iteration 27Q: 3 clusters Score -55304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55324.292969 Penalty: 2991.219971
	Iteration 28Q: 3 clusters Score -55324.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55327.945312 Penalty: 2991.219971
	Iteration 29Q: 3 clusters Score -55327.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55327.945312 Penalty: 2991.219971
	Iteration 30F: 3 clusters Score -55327.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 25075 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 12025 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 13914 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 20005 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3908 members 
Mstep: Class 29 contains 21348 members 
Mstep: Class 30 contains 44096 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20415 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17036 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21657 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17309 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 24541 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8726 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 29173 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 20389 members 
Mstep: Class 54 contains 160 members 
Entering Unmasked Estep 
Score: -84210096.000000 Penalty: 173864.515625
Splitting cluster 33 changes total score from -84210856.000000 to -84210096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -91736.296875 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -91736.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -90252.921875 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -90252.92 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -90576.703125 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -90576.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -90813.898438 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -90813.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -90954.304688 Penalty: 3110.410156
	Iteration 3Q: 3 clusters Score -90954.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -91025.562500 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -91025.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -91070.109375 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -91070.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -91091.750000 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -91091.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -91119.710938 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -91119.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -91146.148438 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -91146.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -91160.664062 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -91160.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -91165.500000 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -91165.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -91165.500000 Penalty: 3110.410156
	Iteration 11F: 3 clusters Score -91165.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Entering Unmasked Estep 
Score: -3667153.750000 Penalty: 2416.284912
	Iteration 0F: 2 clusters Score -3667154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3656511.250000 Penalty: 4832.569824
	Iteration 0F: 3 clusters Score -3656511 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -3660382.500000 Penalty: 4832.569824
	Iteration 1F: 3 clusters Score -3660382 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3660744.000000 Penalty: 4832.569824
	Iteration 2F: 3 clusters Score -3660744 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3660979.500000 Penalty: 4832.569824
	Iteration 3Q: 3 clusters Score -3660980 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3661174.750000 Penalty: 4832.569824
	Iteration 4Q: 3 clusters Score -3661175 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3661315.750000 Penalty: 4832.569824
	Iteration 5Q: 3 clusters Score -3661316 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3661410.250000 Penalty: 4832.569824
	Iteration 6Q: 3 clusters Score -3661410 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3661510.500000 Penalty: 4832.569824
	Iteration 7Q: 3 clusters Score -3661510 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3661592.500000 Penalty: 4832.569824
	Iteration 8Q: 3 clusters Score -3661592 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3661677.750000 Penalty: 4832.569824
	Iteration 9Q: 3 clusters Score -3661678 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3661761.250000 Penalty: 4832.569824
	Iteration 10Q: 3 clusters Score -3661761 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -3661852.000000 Penalty: 4832.569824
	Iteration 11Q: 3 clusters Score -3661852 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3661940.250000 Penalty: 4832.569824
	Iteration 12Q: 3 clusters Score -3661940 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3662037.000000 Penalty: 4832.569824
	Iteration 13Q: 3 clusters Score -3662037 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -3662150.250000 Penalty: 4832.569824
	Iteration 14Q: 3 clusters Score -3662150 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3662266.500000 Penalty: 4832.569824
	Iteration 15Q: 3 clusters Score -3662266 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3662401.250000 Penalty: 4832.569824
	Iteration 16Q: 3 clusters Score -3662401 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3662551.750000 Penalty: 4832.569824
	Iteration 17Q: 3 clusters Score -3662552 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -3662876.000000 Penalty: 4832.569824
	Iteration 18Q: 3 clusters Score -3662876 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3663231.750000 Penalty: 4832.569824
	Iteration 19Q: 3 clusters Score -3663232 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3663577.250000 Penalty: 4832.569824
	Iteration 20F: 3 clusters Score -3663577 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3663864.750000 Penalty: 4832.569824
	Iteration 21Q: 3 clusters Score -3663865 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3664081.500000 Penalty: 4832.569824
	Iteration 22Q: 3 clusters Score -3664082 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3664260.250000 Penalty: 4832.569824
	Iteration 23Q: 3 clusters Score -3664260 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3664379.000000 Penalty: 4832.569824
	Iteration 24Q: 3 clusters Score -3664379 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3664505.750000 Penalty: 4832.569824
	Iteration 25Q: 3 clusters Score -3664506 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3664640.250000 Penalty: 4832.569824
	Iteration 26Q: 3 clusters Score -3664640 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3664723.250000 Penalty: 4832.569824
	Iteration 27Q: 3 clusters Score -3664723 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3664806.250000 Penalty: 4832.569824
	Iteration 28Q: 3 clusters Score -3664806 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3664873.250000 Penalty: 4832.569824
	Iteration 29Q: 3 clusters Score -3664873 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3664918.500000 Penalty: 4832.569824
	Iteration 30Q: 3 clusters Score -3664918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3664956.000000 Penalty: 4832.569824
	Iteration 31Q: 3 clusters Score -3664956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3664984.500000 Penalty: 4832.569824
	Iteration 32Q: 3 clusters Score -3664984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3664985.750000 Penalty: 4832.569824
	Iteration 33Q: 3 clusters Score -3664986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3665013.000000 Penalty: 4832.569824
	Iteration 34Q: 3 clusters Score -3665013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3665043.250000 Penalty: 4832.569824
	Iteration 35Q: 3 clusters Score -3665043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3665063.500000 Penalty: 4832.569824
	Iteration 36Q: 3 clusters Score -3665064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3665074.000000 Penalty: 4832.569824
	Iteration 37Q: 3 clusters Score -3665074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3665088.250000 Penalty: 4832.569824
	Iteration 38Q: 3 clusters Score -3665088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3665089.500000 Penalty: 4832.569824
	Iteration 39Q: 3 clusters Score -3665090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3665089.250000 Penalty: 4832.569824
	Iteration 40F: 3 clusters Score -3665089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3665092.750000 Penalty: 4832.569824
	Iteration 41Q: 3 clusters Score -3665093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3665090.250000 Penalty: 4832.569824
	Iteration 42Q: 3 clusters Score -3665090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3665092.250000 Penalty: 4832.569824
	Iteration 43Q: 3 clusters Score -3665092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3665091.000000 Penalty: 4832.569824
	Iteration 44Q: 3 clusters Score -3665091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3665093.500000 Penalty: 4832.569824
	Iteration 45Q: 3 clusters Score -3665094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3665101.000000 Penalty: 4832.569824
	Iteration 46Q: 3 clusters Score -3665101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3665101.500000 Penalty: 4832.569824
	Iteration 47Q: 3 clusters Score -3665102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3665102.000000 Penalty: 4832.569824
	Iteration 48Q: 3 clusters Score -3665102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3665102.000000 Penalty: 4832.569824
	Iteration 49Q: 3 clusters Score -3665102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3665100.000000 Penalty: 4832.569824
	Iteration 50Q: 3 clusters Score -3665100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3665103.500000 Penalty: 4832.569824
	Iteration 51Q: 3 clusters Score -3665104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3665103.000000 Penalty: 4832.569824
	Iteration 52Q: 3 clusters Score -3665103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3665107.500000 Penalty: 4832.569824
	Iteration 53Q: 3 clusters Score -3665108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3665106.500000 Penalty: 4832.569824
	Iteration 54Q: 3 clusters Score -3665106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3665107.250000 Penalty: 4832.569824
	Iteration 55Q: 3 clusters Score -3665107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3665111.000000 Penalty: 4832.569824
	Iteration 56Q: 3 clusters Score -3665111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3665114.000000 Penalty: 4832.569824
	Iteration 57Q: 3 clusters Score -3665114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3665114.000000 Penalty: 4832.569824
	Iteration 58F: 3 clusters Score -3665114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -144202.031250 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -144202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -142415.343750 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -142415.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -142716.187500 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -142716.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -142852.203125 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -142852.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -142927.140625 Penalty: 3311.833496
	Iteration 3Q: 3 clusters Score -142927.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -142983.015625 Penalty: 3311.833496
	Iteration 4Q: 3 clusters Score -142983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -143039.109375 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -143039.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -143084.828125 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -143084.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -143131.234375 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -143131.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -143211.093750 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -143211.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -143292.703125 Penalty: 3311.833496
	Iteration 9Q: 3 clusters Score -143292.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -143370.781250 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -143370.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -143454.515625 Penalty: 3311.833496
	Iteration 11Q: 3 clusters Score -143454.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -143579.546875 Penalty: 3311.833496
	Iteration 12Q: 3 clusters Score -143579.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -143914.593750 Penalty: 3311.833496
	Iteration 13Q: 3 clusters Score -143914.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -144253.843750 Penalty: 3311.833496
	Iteration 14Q: 3 clusters Score -144253.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -144371.796875 Penalty: 3311.833496
	Iteration 15Q: 3 clusters Score -144371.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -144439.171875 Penalty: 3311.833496
	Iteration 16Q: 3 clusters Score -144439.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -144493.031250 Penalty: 3311.833496
	Iteration 17Q: 3 clusters Score -144493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -144535.546875 Penalty: 3311.833496
	Iteration 18Q: 3 clusters Score -144535.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -144576.718750 Penalty: 3311.833496
	Iteration 19Q: 3 clusters Score -144576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -144604.203125 Penalty: 3311.833496
	Iteration 20F: 3 clusters Score -144604.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -144647.000000 Penalty: 3311.833496
	Iteration 21Q: 3 clusters Score -144647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -144795.453125 Penalty: 3311.833496
	Iteration 22Q: 3 clusters Score -144795.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -144854.484375 Penalty: 3311.833496
	Iteration 23Q: 3 clusters Score -144854.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -145000.546875 Penalty: 3311.833496
	Iteration 24Q: 3 clusters Score -145000.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -145111.125000 Penalty: 3311.833496
	Iteration 25Q: 3 clusters Score -145111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -145111.125000 Penalty: 3311.833496
	Iteration 26F: 3 clusters Score -145111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 25075 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 12025 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 13914 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 20005 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3908 members 
Mstep: Class 29 contains 21348 members 
Mstep: Class 30 contains 44096 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20415 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17036 members 
Mstep: Class 36 contains 538 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21657 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17309 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 24541 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8726 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 29173 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 20389 members 
Mstep: Class 54 contains 256 members 
Entering Unmasked Estep 
Score: -84211096.000000 Penalty: 173864.515625
Splitting cluster 36 changes total score from -84210856.000000 to -84211096.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 37 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -113066.898438 Penalty: 1629.578979
	Iteration 0F: 2 clusters Score -113066.9 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 364 members 
Entering Unmasked Estep 
Score: -111418.117188 Penalty: 3259.157959
	Iteration 0F: 3 clusters Score -111418.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -111676.007812 Penalty: 3259.157959
	Iteration 1F: 3 clusters Score -111676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -111882.773438 Penalty: 3259.157959
	Iteration 2F: 3 clusters Score -111882.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112088.093750 Penalty: 3259.157959
	Iteration 3F: 3 clusters Score -112088.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -112248.125000 Penalty: 3259.157959
	Iteration 4F: 3 clusters Score -112248.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -112348.671875 Penalty: 3259.157959
	Iteration 5F: 3 clusters Score -112348.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -112419.226562 Penalty: 3259.157959
	Iteration 6Q: 3 clusters Score -112419.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112457.203125 Penalty: 3259.157959
	Iteration 7Q: 3 clusters Score -112457.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -112504.648438 Penalty: 3259.157959
	Iteration 8Q: 3 clusters Score -112504.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -112531.023438 Penalty: 3259.157959
	Iteration 9Q: 3 clusters Score -112531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -112554.296875 Penalty: 3259.157959
	Iteration 10Q: 3 clusters Score -112554.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -112567.304688 Penalty: 3259.157959
	Iteration 11Q: 3 clusters Score -112567.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112572.382812 Penalty: 3259.157959
	Iteration 12Q: 3 clusters Score -112572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112588.031250 Penalty: 3259.157959
	Iteration 13Q: 3 clusters Score -112588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -112605.523438 Penalty: 3259.157959
	Iteration 14Q: 3 clusters Score -112605.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112612.054688 Penalty: 3259.157959
	Iteration 15Q: 3 clusters Score -112612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112621.195312 Penalty: 3259.157959
	Iteration 16Q: 3 clusters Score -112621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -112621.890625 Penalty: 3259.157959
	Iteration 17Q: 3 clusters Score -112621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -112624.531250 Penalty: 3259.157959
	Iteration 18F: 3 clusters Score -112624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112634.070312 Penalty: 3259.157959
	Iteration 19Q: 3 clusters Score -112634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -112646.726562 Penalty: 3259.157959
	Iteration 20F: 3 clusters Score -112646.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112660.687500 Penalty: 3259.157959
	Iteration 21Q: 3 clusters Score -112660.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112671.437500 Penalty: 3259.157959
	Iteration 22Q: 3 clusters Score -112671.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112676.617188 Penalty: 3259.157959
	Iteration 23Q: 3 clusters Score -112676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112678.257812 Penalty: 3259.157959
	Iteration 24Q: 3 clusters Score -112678.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112678.257812 Penalty: 3259.157959
	Iteration 25F: 3 clusters Score -112678.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Entering Unmasked Estep 
Score: -4266066.000000 Penalty: 2475.804688
	Iteration 0F: 2 clusters Score -4266066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4251390.000000 Penalty: 4951.609375
	Iteration 0F: 3 clusters Score -4251390 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -4256542.000000 Penalty: 4951.609375
	Iteration 1F: 3 clusters Score -4256542 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -4256976.000000 Penalty: 4951.609375
	Iteration 2F: 3 clusters Score -4256976 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -4257350.000000 Penalty: 4951.609375
	Iteration 3Q: 3 clusters Score -4257350 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -4257683.500000 Penalty: 4951.609375
	Iteration 4Q: 3 clusters Score -4257684 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -4258012.000000 Penalty: 4951.609375
	Iteration 5Q: 3 clusters Score -4258012 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -4258359.000000 Penalty: 4951.609375
	Iteration 6Q: 3 clusters Score -4258359 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -4258792.500000 Penalty: 4951.609375
	Iteration 7Q: 3 clusters Score -4258792 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -4259392.500000 Penalty: 4951.609375
	Iteration 8Q: 3 clusters Score -4259392 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -4260190.000000 Penalty: 4951.609375
	Iteration 9F: 3 clusters Score -4260190 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4261113.000000 Penalty: 4951.609375
	Iteration 10F: 3 clusters Score -4261113 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4261939.000000 Penalty: 4951.609375
	Iteration 11Q: 3 clusters Score -4261939 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4262630.000000 Penalty: 4951.609375
	Iteration 12Q: 3 clusters Score -4262630 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4263077.500000 Penalty: 4951.609375
	Iteration 13Q: 3 clusters Score -4263078 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4263388.500000 Penalty: 4951.609375
	Iteration 14Q: 3 clusters Score -4263388 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4263616.000000 Penalty: 4951.609375
	Iteration 15Q: 3 clusters Score -4263616 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4263770.000000 Penalty: 4951.609375
	Iteration 16Q: 3 clusters Score -4263770 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4263852.000000 Penalty: 4951.609375
	Iteration 17Q: 3 clusters Score -4263852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4263890.000000 Penalty: 4951.609375
	Iteration 18Q: 3 clusters Score -4263890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4263911.000000 Penalty: 4951.609375
	Iteration 19Q: 3 clusters Score -4263911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4263933.000000 Penalty: 4951.609375
	Iteration 20F: 3 clusters Score -4263933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4263953.500000 Penalty: 4951.609375
	Iteration 21Q: 3 clusters Score -4263954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4263967.500000 Penalty: 4951.609375
	Iteration 22Q: 3 clusters Score -4263968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4263974.000000 Penalty: 4951.609375
	Iteration 23Q: 3 clusters Score -4263974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4263988.000000 Penalty: 4951.609375
	Iteration 24Q: 3 clusters Score -4263988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4263991.500000 Penalty: 4951.609375
	Iteration 25Q: 3 clusters Score -4263992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4263989.500000 Penalty: 4951.609375
	Iteration 26Q: 3 clusters Score -4263990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4263992.500000 Penalty: 4951.609375
	Iteration 27Q: 3 clusters Score -4263992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4263996.500000 Penalty: 4951.609375
	Iteration 28Q: 3 clusters Score -4263996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4263999.000000 Penalty: 4951.609375
	Iteration 29Q: 3 clusters Score -4263999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4264012.000000 Penalty: 4951.609375
	Iteration 30Q: 3 clusters Score -4264012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4264012.000000 Penalty: 4951.609375
	Iteration 31Q: 3 clusters Score -4264012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4264022.500000 Penalty: 4951.609375
	Iteration 32Q: 3 clusters Score -4264022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4264023.500000 Penalty: 4951.609375
	Iteration 33Q: 3 clusters Score -4264024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4264028.500000 Penalty: 4951.609375
	Iteration 34Q: 3 clusters Score -4264028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4264027.000000 Penalty: 4951.609375
	Iteration 35Q: 3 clusters Score -4264027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4264031.500000 Penalty: 4951.609375
	Iteration 36Q: 3 clusters Score -4264032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4264026.000000 Penalty: 4951.609375
	Iteration 37Q: 3 clusters Score -4264026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4264032.000000 Penalty: 4951.609375
	Iteration 38Q: 3 clusters Score -4264032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4264032.000000 Penalty: 4951.609375
	Iteration 39F: 3 clusters Score -4264032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -92297.078125 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -92297.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90824.125000 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -90824.12 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91178.976562 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -91178.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91321.492188 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -91321.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91400.671875 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -91400.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91456.882812 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -91456.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91536.921875 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -91536.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91597.015625 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -91597.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91633.195312 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -91633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91646.117188 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -91646.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91653.781250 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -91653.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91653.781250 Penalty: 3152.629395
	Iteration 10F: 3 clusters Score -91653.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Entering Unmasked Estep 
Score: -3723564.000000 Penalty: 2420.227539
	Iteration 0F: 2 clusters Score -3723564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3712576.250000 Penalty: 4840.455078
	Iteration 0F: 3 clusters Score -3712576 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3716486.750000 Penalty: 4840.455078
	Iteration 1F: 3 clusters Score -3716487 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3716882.750000 Penalty: 4840.455078
	Iteration 2F: 3 clusters Score -3716883 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3717242.500000 Penalty: 4840.455078
	Iteration 3F: 3 clusters Score -3717242 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3717532.250000 Penalty: 4840.455078
	Iteration 4Q: 3 clusters Score -3717532 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3717805.000000 Penalty: 4840.455078
	Iteration 5Q: 3 clusters Score -3717805 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3717979.500000 Penalty: 4840.455078
	Iteration 6Q: 3 clusters Score -3717980 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3718120.500000 Penalty: 4840.455078
	Iteration 7Q: 3 clusters Score -3718120 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3718430.500000 Penalty: 4840.455078
	Iteration 8Q: 3 clusters Score -3718430 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3718720.000000 Penalty: 4840.455078
	Iteration 9Q: 3 clusters Score -3718720 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3719113.000000 Penalty: 4840.455078
	Iteration 10Q: 3 clusters Score -3719113 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3719519.250000 Penalty: 4840.455078
	Iteration 11Q: 3 clusters Score -3719519 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3719914.500000 Penalty: 4840.455078
	Iteration 12Q: 3 clusters Score -3719914 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3720241.500000 Penalty: 4840.455078
	Iteration 13Q: 3 clusters Score -3720242 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3720551.250000 Penalty: 4840.455078
	Iteration 14Q: 3 clusters Score -3720551 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3720822.500000 Penalty: 4840.455078
	Iteration 15Q: 3 clusters Score -3720822 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3721028.750000 Penalty: 4840.455078
	Iteration 16Q: 3 clusters Score -3721029 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3721163.500000 Penalty: 4840.455078
	Iteration 17Q: 3 clusters Score -3721164 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3721256.250000 Penalty: 4840.455078
	Iteration 18Q: 3 clusters Score -3721256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3721324.500000 Penalty: 4840.455078
	Iteration 19Q: 3 clusters Score -3721324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3721369.750000 Penalty: 4840.455078
	Iteration 20F: 3 clusters Score -3721370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3721396.250000 Penalty: 4840.455078
	Iteration 21Q: 3 clusters Score -3721396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3721421.250000 Penalty: 4840.455078
	Iteration 22Q: 3 clusters Score -3721421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3721431.250000 Penalty: 4840.455078
	Iteration 23Q: 3 clusters Score -3721431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3721445.750000 Penalty: 4840.455078
	Iteration 24Q: 3 clusters Score -3721446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3721460.250000 Penalty: 4840.455078
	Iteration 25Q: 3 clusters Score -3721460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3721463.750000 Penalty: 4840.455078
	Iteration 26Q: 3 clusters Score -3721464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3721468.000000 Penalty: 4840.455078
	Iteration 27Q: 3 clusters Score -3721468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3721474.250000 Penalty: 4840.455078
	Iteration 28Q: 3 clusters Score -3721474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3721475.500000 Penalty: 4840.455078
	Iteration 29Q: 3 clusters Score -3721476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3721479.250000 Penalty: 4840.455078
	Iteration 30Q: 3 clusters Score -3721479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3721482.250000 Penalty: 4840.455078
	Iteration 31Q: 3 clusters Score -3721482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3721480.000000 Penalty: 4840.455078
	Iteration 32Q: 3 clusters Score -3721480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3721485.000000 Penalty: 4840.455078
	Iteration 33Q: 3 clusters Score -3721485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3721494.750000 Penalty: 4840.455078
	Iteration 34Q: 3 clusters Score -3721495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3721495.250000 Penalty: 4840.455078
	Iteration 35Q: 3 clusters Score -3721495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3721498.500000 Penalty: 4840.455078
	Iteration 36Q: 3 clusters Score -3721498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3721503.250000 Penalty: 4840.455078
	Iteration 37Q: 3 clusters Score -3721503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3721503.250000 Penalty: 4840.455078
	Iteration 38F: 3 clusters Score -3721503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -260125.687500 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -260125.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -257945.093750 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -257945.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -258442.906250 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -258442.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -258662.828125 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -258662.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -258814.312500 Penalty: 3591.362305
	Iteration 3F: 3 clusters Score -258814.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -258920.265625 Penalty: 3591.362305
	Iteration 4F: 3 clusters Score -258920.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -258987.687500 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -258987.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -259017.625000 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -259017.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -259039.375000 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -259039.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -259067.234375 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -259067.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -259083.125000 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -259083.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -259093.125000 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -259093.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -259101.578125 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -259101.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -259106.531250 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -259106.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -259109.156250 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -259109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -259109.375000 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -259109.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -259109.375000 Penalty: 3591.362305
	Iteration 15F: 3 clusters Score -259109.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -36288.687500 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -36288.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35222.445312 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -35222.45 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35434.785156 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -35434.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35500.496094 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -35500.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -35525.285156 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -35525.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35546.992188 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -35546.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -35567.054688 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -35567.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -35583.011719 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -35583.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -35594.289062 Penalty: 2824.091309
	Iteration 7Q: 3 clusters Score -35594.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -35597.156250 Penalty: 2824.091309
	Iteration 8Q: 3 clusters Score -35597.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -35597.156250 Penalty: 2824.091309
	Iteration 9F: 3 clusters Score -35597.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -413980.531250 Penalty: 1923.748657
	Iteration 0F: 2 clusters Score -413980.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -411170.093750 Penalty: 3847.497314
	Iteration 0F: 3 clusters Score -411170.1 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -411867.718750 Penalty: 3847.497314
	Iteration 1F: 3 clusters Score -411867.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -412289.593750 Penalty: 3847.497314
	Iteration 2F: 3 clusters Score -412289.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -412766.875000 Penalty: 3847.497314
	Iteration 3F: 3 clusters Score -412766.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -413293.843750 Penalty: 3847.497314
	Iteration 4F: 3 clusters Score -413293.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -413681.281250 Penalty: 3847.497314
	Iteration 5F: 3 clusters Score -413681.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -413894.656250 Penalty: 3847.497314
	Iteration 6F: 3 clusters Score -413894.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -413988.125000 Penalty: 3847.497314
	Iteration 7Q: 3 clusters Score -413988.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -414046.562500 Penalty: 3847.497314
	Iteration 8Q: 3 clusters Score -414046.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -414080.906250 Penalty: 3847.497314
	Iteration 9Q: 3 clusters Score -414080.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -414097.000000 Penalty: 3847.497314
	Iteration 10Q: 3 clusters Score -414097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -414112.906250 Penalty: 3847.497314
	Iteration 11Q: 3 clusters Score -414112.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -414124.500000 Penalty: 3847.497314
	Iteration 12Q: 3 clusters Score -414124.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -414133.343750 Penalty: 3847.497314
	Iteration 13Q: 3 clusters Score -414133.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -414143.750000 Penalty: 3847.497314
	Iteration 14Q: 3 clusters Score -414143.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -414150.562500 Penalty: 3847.497314
	Iteration 15Q: 3 clusters Score -414150.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -414154.906250 Penalty: 3847.497314
	Iteration 16Q: 3 clusters Score -414154.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -414156.250000 Penalty: 3847.497314
	Iteration 17Q: 3 clusters Score -414156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -414156.250000 Penalty: 3847.497314
	Iteration 18F: 3 clusters Score -414156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 25075 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 12025 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 13914 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 20005 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3908 members 
Mstep: Class 29 contains 21348 members 
Mstep: Class 30 contains 44096 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20415 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17036 members 
Mstep: Class 36 contains 538 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21657 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17309 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 24541 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8726 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 29173 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 20389 members 
Mstep: Class 54 contains 256 members 
Mstep: Class 55 contains 1248 members 
Entering Unmasked Estep 
Score: -84209992.000000 Penalty: 177084.234375
Splitting cluster 43 changes total score from -84210856.000000 to -84209992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (24541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Entering Unmasked Estep 
Score: -4825884.500000 Penalty: 2506.809082
	Iteration 0F: 2 clusters Score -4825884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -4809576.500000 Penalty: 5013.618164
	Iteration 0F: 3 clusters Score -4809576 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -4815349.000000 Penalty: 5013.618164
	Iteration 1F: 3 clusters Score -4815349 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -4815814.000000 Penalty: 5013.618164
	Iteration 2F: 3 clusters Score -4815814 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -4816226.000000 Penalty: 5013.618164
	Iteration 3Q: 3 clusters Score -4816226 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -4816665.500000 Penalty: 5013.618164
	Iteration 4Q: 3 clusters Score -4816666 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4817118.500000 Penalty: 5013.618164
	Iteration 5Q: 3 clusters Score -4817118 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -4817619.000000 Penalty: 5013.618164
	Iteration 6Q: 3 clusters Score -4817619 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -4818209.000000 Penalty: 5013.618164
	Iteration 7Q: 3 clusters Score -4818209 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -4818974.000000 Penalty: 5013.618164
	Iteration 8F: 3 clusters Score -4818974 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -4819782.500000 Penalty: 5013.618164
	Iteration 9F: 3 clusters Score -4819782 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -4820752.500000 Penalty: 5013.618164
	Iteration 10F: 3 clusters Score -4820752 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -4821635.000000 Penalty: 5013.618164
	Iteration 11Q: 3 clusters Score -4821635 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4822345.000000 Penalty: 5013.618164
	Iteration 12Q: 3 clusters Score -4822345 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -4822823.000000 Penalty: 5013.618164
	Iteration 13Q: 3 clusters Score -4822823 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4823079.000000 Penalty: 5013.618164
	Iteration 14Q: 3 clusters Score -4823079 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -4823279.500000 Penalty: 5013.618164
	Iteration 15Q: 3 clusters Score -4823280 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -4823421.000000 Penalty: 5013.618164
	Iteration 16Q: 3 clusters Score -4823421 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -4823561.000000 Penalty: 5013.618164
	Iteration 17Q: 3 clusters Score -4823561 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4823629.000000 Penalty: 5013.618164
	Iteration 18Q: 3 clusters Score -4823629 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4823727.000000 Penalty: 5013.618164
	Iteration 19Q: 3 clusters Score -4823727 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4823771.000000 Penalty: 5013.618164
	Iteration 20F: 3 clusters Score -4823771 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4823806.000000 Penalty: 5013.618164
	Iteration 21Q: 3 clusters Score -4823806 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4823823.500000 Penalty: 5013.618164
	Iteration 22Q: 3 clusters Score -4823824 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4823862.000000 Penalty: 5013.618164
	Iteration 23Q: 3 clusters Score -4823862 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4823878.000000 Penalty: 5013.618164
	Iteration 24Q: 3 clusters Score -4823878 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4823904.000000 Penalty: 5013.618164
	Iteration 25Q: 3 clusters Score -4823904 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4823922.000000 Penalty: 5013.618164
	Iteration 26Q: 3 clusters Score -4823922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4823924.000000 Penalty: 5013.618164
	Iteration 27Q: 3 clusters Score -4823924 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4823951.000000 Penalty: 5013.618164
	Iteration 28Q: 3 clusters Score -4823951 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4823970.000000 Penalty: 5013.618164
	Iteration 29Q: 3 clusters Score -4823970 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4823952.000000 Penalty: 5013.618164
	Iteration 30Q: 3 clusters Score -4823952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4823979.500000 Penalty: 5013.618164
	Iteration 31Q: 3 clusters Score -4823980 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4824003.500000 Penalty: 5013.618164
	Iteration 32Q: 3 clusters Score -4824004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4824011.500000 Penalty: 5013.618164
	Iteration 33Q: 3 clusters Score -4824012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4824024.500000 Penalty: 5013.618164
	Iteration 34Q: 3 clusters Score -4824024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4824042.000000 Penalty: 5013.618164
	Iteration 35Q: 3 clusters Score -4824042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4824043.500000 Penalty: 5013.618164
	Iteration 36Q: 3 clusters Score -4824044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4824050.000000 Penalty: 5013.618164
	Iteration 37Q: 3 clusters Score -4824050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4824046.500000 Penalty: 5013.618164
	Iteration 38Q: 3 clusters Score -4824046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4824051.000000 Penalty: 5013.618164
	Iteration 39Q: 3 clusters Score -4824051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4824055.000000 Penalty: 5013.618164
	Iteration 40F: 3 clusters Score -4824055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4824057.500000 Penalty: 5013.618164
	Iteration 41Q: 3 clusters Score -4824058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4824063.500000 Penalty: 5013.618164
	Iteration 42Q: 3 clusters Score -4824064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4824070.500000 Penalty: 5013.618164
	Iteration 43Q: 3 clusters Score -4824070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4824064.000000 Penalty: 5013.618164
	Iteration 44Q: 3 clusters Score -4824064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4824074.500000 Penalty: 5013.618164
	Iteration 45Q: 3 clusters Score -4824074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4824068.000000 Penalty: 5013.618164
	Iteration 46Q: 3 clusters Score -4824068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4824071.000000 Penalty: 5013.618164
	Iteration 47Q: 3 clusters Score -4824071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4824068.000000 Penalty: 5013.618164
	Iteration 48Q: 3 clusters Score -4824068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4824067.000000 Penalty: 5013.618164
	Iteration 49Q: 3 clusters Score -4824067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4824064.500000 Penalty: 5013.618164
	Iteration 50Q: 3 clusters Score -4824064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4824063.500000 Penalty: 5013.618164
	Iteration 51Q: 3 clusters Score -4824064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4824063.000000 Penalty: 5013.618164
	Iteration 52Q: 3 clusters Score -4824063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4824063.000000 Penalty: 5013.618164
	Iteration 53F: 3 clusters Score -4824063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -88004.875000 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -88004.88 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 264 members 
Entering Unmasked Estep 
Score: -86523.468750 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -86523.47 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86756.234375 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -86756.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86875.859375 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -86875.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86944.078125 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -86944.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -86991.164062 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -86991.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87017.007812 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -87017.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87060.218750 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -87060.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -87106.562500 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -87106.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87132.726562 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -87132.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87176.343750 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -87176.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87206.015625 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -87206.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87216.265625 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -87216.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87221.843750 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -87221.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87224.265625 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -87224.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87224.265625 Penalty: 3123.366211
	Iteration 14F: 3 clusters Score -87224.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -309085.625000 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -309085.6 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 890 members 
Entering Unmasked Estep 
Score: -306685.125000 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -306685.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -307147.875000 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -307147.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -307328.156250 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -307328.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -307497.843750 Penalty: 3692.637207
	Iteration 3F: 3 clusters Score -307497.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -307623.531250 Penalty: 3692.637207
	Iteration 4F: 3 clusters Score -307623.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -307733.125000 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -307733.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -307842.000000 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -307842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -307910.843750 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -307910.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -307953.812500 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -307953.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -307992.500000 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -307992.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -308006.437500 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -308006.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -308015.968750 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -308016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -308023.156250 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -308023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -308025.875000 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -308025.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -308032.187500 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -308032.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -308043.687500 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -308043.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -308053.406250 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -308053.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -308064.406250 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -308064.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -308070.968750 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -308071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -308076.687500 Penalty: 3692.637207
	Iteration 19Q: 3 clusters Score -308076.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -308082.000000 Penalty: 3692.637207
	Iteration 20F: 3 clusters Score -308082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -308084.468750 Penalty: 3692.637207
	Iteration 21Q: 3 clusters Score -308084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -308086.187500 Penalty: 3692.637207
	Iteration 22Q: 3 clusters Score -308086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -308088.406250 Penalty: 3692.637207
	Iteration 23Q: 3 clusters Score -308088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -308092.468750 Penalty: 3692.637207
	Iteration 24Q: 3 clusters Score -308092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -308096.031250 Penalty: 3692.637207
	Iteration 25Q: 3 clusters Score -308096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -308098.750000 Penalty: 3692.637207
	Iteration 26Q: 3 clusters Score -308098.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -308100.875000 Penalty: 3692.637207
	Iteration 27Q: 3 clusters Score -308100.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -308104.437500 Penalty: 3692.637207
	Iteration 28Q: 3 clusters Score -308104.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -308108.281250 Penalty: 3692.637207
	Iteration 29Q: 3 clusters Score -308108.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -308111.562500 Penalty: 3692.637207
	Iteration 30Q: 3 clusters Score -308111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -308115.468750 Penalty: 3692.637207
	Iteration 31Q: 3 clusters Score -308115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -308117.031250 Penalty: 3692.637207
	Iteration 32Q: 3 clusters Score -308117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -308119.375000 Penalty: 3692.637207
	Iteration 33Q: 3 clusters Score -308119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -308119.250000 Penalty: 3692.637207
	Iteration 34Q: 3 clusters Score -308119.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -308120.125000 Penalty: 3692.637207
	Iteration 35Q: 3 clusters Score -308120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -308120.500000 Penalty: 3692.637207
	Iteration 36Q: 3 clusters Score -308120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -308120.500000 Penalty: 3692.637207
	Iteration 37F: 3 clusters Score -308120.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -53372.750000 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -53372.75 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 193 members 
Entering Unmasked Estep 
Score: -52105.390625 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -52105.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52270.292969 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -52270.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52333.453125 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -52333.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52352.347656 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -52352.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52359.035156 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -52359.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52367.367188 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -52367.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52386.707031 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -52386.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52407.757812 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -52407.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52416.121094 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -52416.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52429.761719 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -52429.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52444.949219 Penalty: 2934.436279
	Iteration 10Q: 3 clusters Score -52444.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52454.660156 Penalty: 2934.436279
	Iteration 11Q: 3 clusters Score -52454.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52455.851562 Penalty: 2934.436279
	Iteration 12Q: 3 clusters Score -52455.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52458.500000 Penalty: 2934.436279
	Iteration 13Q: 3 clusters Score -52458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52459.632812 Penalty: 2934.436279
	Iteration 14Q: 3 clusters Score -52459.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52459.632812 Penalty: 2934.436279
	Iteration 15F: 3 clusters Score -52459.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Entering Unmasked Estep 
Score: -1633328.625000 Penalty: 2250.367432
	Iteration 0F: 2 clusters Score -1633329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1626505.250000 Penalty: 4500.734863
	Iteration 0F: 3 clusters Score -1626505 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1628435.250000 Penalty: 4500.734863
	Iteration 1F: 3 clusters Score -1628435 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1628744.250000 Penalty: 4500.734863
	Iteration 2F: 3 clusters Score -1628744 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1628974.375000 Penalty: 4500.734863
	Iteration 3F: 3 clusters Score -1628974 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1629161.625000 Penalty: 4500.734863
	Iteration 4Q: 3 clusters Score -1629162 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1629319.375000 Penalty: 4500.734863
	Iteration 5Q: 3 clusters Score -1629319 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1629444.000000 Penalty: 4500.734863
	Iteration 6Q: 3 clusters Score -1629444 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1629550.875000 Penalty: 4500.734863
	Iteration 7Q: 3 clusters Score -1629551 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1629669.125000 Penalty: 4500.734863
	Iteration 8Q: 3 clusters Score -1629669 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1629761.000000 Penalty: 4500.734863
	Iteration 9Q: 3 clusters Score -1629761 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1629847.625000 Penalty: 4500.734863
	Iteration 10Q: 3 clusters Score -1629848 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1629935.000000 Penalty: 4500.734863
	Iteration 11Q: 3 clusters Score -1629935 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1630004.875000 Penalty: 4500.734863
	Iteration 12Q: 3 clusters Score -1630005 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1630073.500000 Penalty: 4500.734863
	Iteration 13Q: 3 clusters Score -1630074 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1630154.125000 Penalty: 4500.734863
	Iteration 14Q: 3 clusters Score -1630154 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1630245.250000 Penalty: 4500.734863
	Iteration 15Q: 3 clusters Score -1630245 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1630338.625000 Penalty: 4500.734863
	Iteration 16Q: 3 clusters Score -1630339 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1630444.875000 Penalty: 4500.734863
	Iteration 17Q: 3 clusters Score -1630445 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1630545.875000 Penalty: 4500.734863
	Iteration 18Q: 3 clusters Score -1630546 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1630651.125000 Penalty: 4500.734863
	Iteration 19Q: 3 clusters Score -1630651 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1630755.625000 Penalty: 4500.734863
	Iteration 20F: 3 clusters Score -1630756 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1630840.375000 Penalty: 4500.734863
	Iteration 21Q: 3 clusters Score -1630840 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1630931.125000 Penalty: 4500.734863
	Iteration 22Q: 3 clusters Score -1630931 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1631021.500000 Penalty: 4500.734863
	Iteration 23Q: 3 clusters Score -1631022 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1631084.375000 Penalty: 4500.734863
	Iteration 24Q: 3 clusters Score -1631084 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1631145.250000 Penalty: 4500.734863
	Iteration 25Q: 3 clusters Score -1631145 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1631205.000000 Penalty: 4500.734863
	Iteration 26Q: 3 clusters Score -1631205 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1631250.500000 Penalty: 4500.734863
	Iteration 27Q: 3 clusters Score -1631250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1631289.125000 Penalty: 4500.734863
	Iteration 28Q: 3 clusters Score -1631289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1631318.750000 Penalty: 4500.734863
	Iteration 29Q: 3 clusters Score -1631319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1631342.875000 Penalty: 4500.734863
	Iteration 30Q: 3 clusters Score -1631343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1631367.625000 Penalty: 4500.734863
	Iteration 31Q: 3 clusters Score -1631368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1631379.375000 Penalty: 4500.734863
	Iteration 32Q: 3 clusters Score -1631379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1631386.375000 Penalty: 4500.734863
	Iteration 33Q: 3 clusters Score -1631386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1631394.625000 Penalty: 4500.734863
	Iteration 34Q: 3 clusters Score -1631395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1631400.500000 Penalty: 4500.734863
	Iteration 35Q: 3 clusters Score -1631400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1631401.625000 Penalty: 4500.734863
	Iteration 36Q: 3 clusters Score -1631402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1631401.750000 Penalty: 4500.734863
	Iteration 37Q: 3 clusters Score -1631402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1631404.250000 Penalty: 4500.734863
	Iteration 38Q: 3 clusters Score -1631404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1631411.125000 Penalty: 4500.734863
	Iteration 39Q: 3 clusters Score -1631411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1631412.375000 Penalty: 4500.734863
	Iteration 40F: 3 clusters Score -1631412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1631414.625000 Penalty: 4500.734863
	Iteration 41Q: 3 clusters Score -1631415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1631415.125000 Penalty: 4500.734863
	Iteration 42Q: 3 clusters Score -1631415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1631416.500000 Penalty: 4500.734863
	Iteration 43Q: 3 clusters Score -1631416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1631422.625000 Penalty: 4500.734863
	Iteration 44Q: 3 clusters Score -1631423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1631423.250000 Penalty: 4500.734863
	Iteration 45Q: 3 clusters Score -1631423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1631424.375000 Penalty: 4500.734863
	Iteration 46Q: 3 clusters Score -1631424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1631429.500000 Penalty: 4500.734863
	Iteration 47Q: 3 clusters Score -1631430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1631430.875000 Penalty: 4500.734863
	Iteration 48Q: 3 clusters Score -1631431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1631432.875000 Penalty: 4500.734863
	Iteration 49Q: 3 clusters Score -1631433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1631434.750000 Penalty: 4500.734863
	Iteration 50Q: 3 clusters Score -1631435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1631438.000000 Penalty: 4500.734863
	Iteration 51Q: 3 clusters Score -1631438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1631442.875000 Penalty: 4500.734863
	Iteration 52Q: 3 clusters Score -1631443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1631446.250000 Penalty: 4500.734863
	Iteration 53Q: 3 clusters Score -1631446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1631449.375000 Penalty: 4500.734863
	Iteration 54Q: 3 clusters Score -1631449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1631451.000000 Penalty: 4500.734863
	Iteration 55Q: 3 clusters Score -1631451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1631453.625000 Penalty: 4500.734863
	Iteration 56Q: 3 clusters Score -1631454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1631457.750000 Penalty: 4500.734863
	Iteration 57Q: 3 clusters Score -1631458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1631460.000000 Penalty: 4500.734863
	Iteration 58Q: 3 clusters Score -1631460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1631461.125000 Penalty: 4500.734863
	Iteration 59Q: 3 clusters Score -1631461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1631461.125000 Penalty: 4500.734863
	Iteration 60F: 3 clusters Score -1631461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -25967.187500 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -25967.19 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 135 members 
Entering Unmasked Estep 
Score: -25223.910156 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -25223.91 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25581.062500 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -25581.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25670.714844 Penalty: 2798.385986
	Iteration 2F: 3 clusters Score -25670.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25734.337891 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -25734.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25740.080078 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -25740.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25740.080078 Penalty: 2798.385986
	Iteration 5F: 3 clusters Score -25740.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -73565.171875 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -73565.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -72164.117188 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -72164.12 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72472.875000 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -72472.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72586.695312 Penalty: 3071.411621
	Iteration 2F: 3 clusters Score -72586.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72648.929688 Penalty: 3071.411621
	Iteration 3Q: 3 clusters Score -72648.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72707.390625 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -72707.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72750.929688 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -72750.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72791.226562 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -72791.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72853.710938 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -72853.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72912.148438 Penalty: 3071.411621
	Iteration 8Q: 3 clusters Score -72912.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72976.375000 Penalty: 3071.411621
	Iteration 9Q: 3 clusters Score -72976.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72998.578125 Penalty: 3071.411621
	Iteration 10Q: 3 clusters Score -72998.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73005.882812 Penalty: 3071.411621
	Iteration 11Q: 3 clusters Score -73005.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73032.046875 Penalty: 3071.411621
	Iteration 12Q: 3 clusters Score -73032.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -73065.375000 Penalty: 3071.411621
	Iteration 13Q: 3 clusters Score -73065.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -73097.046875 Penalty: 3071.411621
	Iteration 14Q: 3 clusters Score -73097.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73125.179688 Penalty: 3071.411621
	Iteration 15Q: 3 clusters Score -73125.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73137.632812 Penalty: 3071.411621
	Iteration 16Q: 3 clusters Score -73137.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73167.804688 Penalty: 3071.411621
	Iteration 17Q: 3 clusters Score -73167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73198.375000 Penalty: 3071.411621
	Iteration 18Q: 3 clusters Score -73198.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -73213.726562 Penalty: 3071.411621
	Iteration 19Q: 3 clusters Score -73213.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -73227.648438 Penalty: 3071.411621
	Iteration 20F: 3 clusters Score -73227.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -73233.648438 Penalty: 3071.411621
	Iteration 21Q: 3 clusters Score -73233.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73234.953125 Penalty: 3071.411621
	Iteration 22Q: 3 clusters Score -73234.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -73240.062500 Penalty: 3071.411621
	Iteration 23Q: 3 clusters Score -73240.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73250.171875 Penalty: 3071.411621
	Iteration 24Q: 3 clusters Score -73250.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73250.171875 Penalty: 3071.411621
	Iteration 25F: 3 clusters Score -73250.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (29173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Entering Unmasked Estep 
Score: -5730105.500000 Penalty: 2549.687744
	Iteration 0F: 2 clusters Score -5730106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -5712981.500000 Penalty: 5099.375488
	Iteration 0F: 3 clusters Score -5712982 nChanged 13132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -5720138.000000 Penalty: 5099.375488
	Iteration 1F: 3 clusters Score -5720138 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -5720613.500000 Penalty: 5099.375488
	Iteration 2Q: 3 clusters Score -5720614 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -5721008.500000 Penalty: 5099.375488
	Iteration 3Q: 3 clusters Score -5721008 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -5721441.500000 Penalty: 5099.375488
	Iteration 4Q: 3 clusters Score -5721442 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -5721892.000000 Penalty: 5099.375488
	Iteration 5Q: 3 clusters Score -5721892 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -5722419.000000 Penalty: 5099.375488
	Iteration 6Q: 3 clusters Score -5722419 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -5723109.000000 Penalty: 5099.375488
	Iteration 7Q: 3 clusters Score -5723109 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -5723971.500000 Penalty: 5099.375488
	Iteration 8F: 3 clusters Score -5723972 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -5724943.000000 Penalty: 5099.375488
	Iteration 9F: 3 clusters Score -5724943 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -5725909.000000 Penalty: 5099.375488
	Iteration 10F: 3 clusters Score -5725909 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -5726832.000000 Penalty: 5099.375488
	Iteration 11F: 3 clusters Score -5726832 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -5727459.000000 Penalty: 5099.375488
	Iteration 12F: 3 clusters Score -5727459 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -5727835.000000 Penalty: 5099.375488
	Iteration 13Q: 3 clusters Score -5727835 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -5727984.500000 Penalty: 5099.375488
	Iteration 14Q: 3 clusters Score -5727984 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -5728018.000000 Penalty: 5099.375488
	Iteration 15Q: 3 clusters Score -5728018 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -5727940.500000 Penalty: 5099.375488
	Iteration 16Q: 3 clusters Score -5727940 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -5727915.000000 Penalty: 5099.375488
	Iteration 17Q: 3 clusters Score -5727915 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -5727958.500000 Penalty: 5099.375488
	Iteration 18Q: 3 clusters Score -5727958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -5727989.500000 Penalty: 5099.375488
	Iteration 19Q: 3 clusters Score -5727990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -5728013.500000 Penalty: 5099.375488
	Iteration 20F: 3 clusters Score -5728014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -5728022.500000 Penalty: 5099.375488
	Iteration 21Q: 3 clusters Score -5728022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -5728037.500000 Penalty: 5099.375488
	Iteration 22Q: 3 clusters Score -5728038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -5728043.500000 Penalty: 5099.375488
	Iteration 23Q: 3 clusters Score -5728044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -5728043.000000 Penalty: 5099.375488
	Iteration 24Q: 3 clusters Score -5728043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -5728043.000000 Penalty: 5099.375488
	Iteration 25F: 3 clusters Score -5728043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -121150.578125 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -121150.6 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 348 members 
Entering Unmasked Estep 
Score: -119509.476562 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -119509.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -119838.226562 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -119838.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -119944.523438 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -119944.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -120005.695312 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -120005.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -120027.804688 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -120027.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -120058.656250 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -120058.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -120093.046875 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -120093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -120105.828125 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -120105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -120114.132812 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -120114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -120117.484375 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -120117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -120120.007812 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -120120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -120123.140625 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -120123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -120127.007812 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -120127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -120130.546875 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -120130.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -120138.375000 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -120138.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -120142.804688 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -120142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -120143.312500 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -120143.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -120143.312500 Penalty: 3274.210205
	Iteration 17F: 3 clusters Score -120143.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 25075 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 12025 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 13914 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 20005 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3908 members 
Mstep: Class 29 contains 21348 members 
Mstep: Class 30 contains 44096 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20415 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17036 members 
Mstep: Class 36 contains 538 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21657 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17309 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 24541 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8726 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 29173 members 
Mstep: Class 52 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211952.000000 Penalty: 173864.515625
Iteration 399Q: 55 clusters Score -8.421195e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 14905 members 
Mstep: Class 3 contains 291 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 24805 members 
Mstep: Class 6 contains 14541 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6581 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 15096 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19947 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 6014 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3909 members 
Mstep: Class 29 contains 21322 members 
Mstep: Class 30 contains 44113 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20361 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17050 members 
Mstep: Class 36 contains 549 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21699 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17306 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 24615 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8746 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 29255 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 20085 members 
Mstep: Class 54 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213000.000000 Penalty: 173864.515625
Iteration 400F: 55 clusters Score -8.4213e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 14902 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 24106 members 
Mstep: Class 6 contains 14266 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14412 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 11873 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 16122 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19622 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 6009 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3895 members 
Mstep: Class 29 contains 21147 members 
Mstep: Class 30 contains 43992 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20307 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17059 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21630 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17310 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 24681 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8717 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28912 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 21570 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213848.000000 Penalty: 173864.515625
Iteration 401Q: 55 clusters Score -8.421385e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 23453 members 
Mstep: Class 6 contains 13977 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14404 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 11780 members 
Mstep: Class 15 contains 5045 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 17258 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 19357 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 6004 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3888 members 
Mstep: Class 29 contains 21089 members 
Mstep: Class 30 contains 43924 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20278 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17064 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21577 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17325 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 24661 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8709 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 28521 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 22690 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84214648.000000 Penalty: 173864.515625
Iteration 402Q: 55 clusters Score -8.421465e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 14885 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 22918 members 
Mstep: Class 6 contains 13648 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14404 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 11698 members 
Mstep: Class 15 contains 5045 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 18505 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 19094 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 6002 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3886 members 
Mstep: Class 29 contains 20990 members 
Mstep: Class 30 contains 43906 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20262 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17068 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21516 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17339 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 24593 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8710 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27976 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 23738 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84215520.000000 Penalty: 173864.515625
Iteration 403Q: 55 clusters Score -8.421552e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 14886 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 22451 members 
Mstep: Class 6 contains 13353 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 11629 members 
Mstep: Class 15 contains 5045 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 18811 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3887 members 
Mstep: Class 29 contains 20890 members 
Mstep: Class 30 contains 43907 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20250 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17078 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21458 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17336 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 24449 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1711 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8691 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 27321 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 24740 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84215928.000000 Penalty: 173864.515625
Iteration 404Q: 55 clusters Score -8.421593e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 14880 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 22093 members 
Mstep: Class 6 contains 13056 members 
Mstep: Class 7 contains 4431 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14410 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 11527 members 
Mstep: Class 15 contains 5044 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 21173 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 18505 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2266 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3880 members 
Mstep: Class 29 contains 20861 members 
Mstep: Class 30 contains 43893 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20249 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17086 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21359 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17333 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 24243 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1712 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8671 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26512 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 25711 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84216992.000000 Penalty: 173864.515625
Iteration 405Q: 55 clusters Score -8.421699e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 14876 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 21774 members 
Mstep: Class 6 contains 12799 members 
Mstep: Class 7 contains 4432 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14410 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 11404 members 
Mstep: Class 15 contains 5045 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 22599 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 18210 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 6013 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3866 members 
Mstep: Class 29 contains 20810 members 
Mstep: Class 30 contains 43855 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20252 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17091 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 21149 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17337 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 23922 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1713 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8664 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25863 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26531 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217368.000000 Penalty: 173864.515625
Iteration 406Q: 55 clusters Score -8.421737e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 14870 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 21554 members 
Mstep: Class 6 contains 12525 members 
Mstep: Class 7 contains 4431 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14413 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 11297 members 
Mstep: Class 15 contains 5045 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 23996 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 17916 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2262 members 
Mstep: Class 26 contains 6013 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3860 members 
Mstep: Class 29 contains 20765 members 
Mstep: Class 30 contains 43840 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20287 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17099 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 20909 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17340 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 23435 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1714 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8660 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25557 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27026 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217880.000000 Penalty: 173864.515625
Iteration 407Q: 55 clusters Score -8.421788e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 14860 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 21396 members 
Mstep: Class 6 contains 12273 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14417 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 11162 members 
Mstep: Class 15 contains 5045 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 25301 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 17604 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 6010 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3859 members 
Mstep: Class 29 contains 20730 members 
Mstep: Class 30 contains 43838 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20300 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17103 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 20647 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17344 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 22942 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1714 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8638 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25447 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27376 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84218064.000000 Penalty: 173864.515625
Iteration 408Q: 55 clusters Score -8.421806e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 14857 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 21236 members 
Mstep: Class 6 contains 12030 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 11054 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 26581 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 17310 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 6012 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3853 members 
Mstep: Class 29 contains 20678 members 
Mstep: Class 30 contains 43837 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20317 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17112 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 20374 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17340 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 22439 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1714 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8642 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25367 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27727 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84218240.000000 Penalty: 173864.515625
Iteration 409Q: 55 clusters Score -8.421824e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 14848 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21118 members 
Mstep: Class 6 contains 11751 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6583 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 27795 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 17058 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2258 members 
Mstep: Class 26 contains 6004 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3849 members 
Mstep: Class 29 contains 20640 members 
Mstep: Class 30 contains 43845 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20359 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17119 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 20087 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17340 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 21947 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1714 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8639 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25395 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28069 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217832.000000 Penalty: 173864.515625
Iteration 410Q: 55 clusters Score -8.421783e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 14847 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21032 members 
Mstep: Class 6 contains 11533 members 
Mstep: Class 7 contains 4430 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14417 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6584 members 
Mstep: Class 14 contains 10829 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 28879 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 16810 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2257 members 
Mstep: Class 26 contains 6001 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3851 members 
Mstep: Class 29 contains 20620 members 
Mstep: Class 30 contains 43837 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20404 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17121 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 19756 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17345 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 21511 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1714 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8634 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25661 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28390 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217856.000000 Penalty: 173864.515625
Iteration 411Q: 55 clusters Score -8.421786e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 14838 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 21005 members 
Mstep: Class 6 contains 11288 members 
Mstep: Class 7 contains 4430 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6585 members 
Mstep: Class 14 contains 10731 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 29867 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 16572 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2258 members 
Mstep: Class 26 contains 6001 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3853 members 
Mstep: Class 29 contains 20593 members 
Mstep: Class 30 contains 43860 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20435 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17125 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 19477 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17354 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 21188 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8640 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25911 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28643 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217904.000000 Penalty: 173864.515625
Iteration 412Q: 55 clusters Score -8.42179e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 14832 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 21001 members 
Mstep: Class 6 contains 11068 members 
Mstep: Class 7 contains 4431 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6587 members 
Mstep: Class 14 contains 10642 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 30796 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 16338 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3846 members 
Mstep: Class 29 contains 20592 members 
Mstep: Class 30 contains 43895 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20460 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17122 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 19286 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17360 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 20970 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8651 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26096 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28798 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217728.000000 Penalty: 173864.515625
Iteration 413Q: 55 clusters Score -8.421773e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 14821 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 10849 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14434 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6587 members 
Mstep: Class 14 contains 10571 members 
Mstep: Class 15 contains 5049 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 31673 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 16106 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 6005 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3837 members 
Mstep: Class 29 contains 20580 members 
Mstep: Class 30 contains 43892 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20482 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17126 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 19147 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17372 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 20769 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8663 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26252 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28933 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217464.000000 Penalty: 173864.515625
Iteration 414Q: 55 clusters Score -8.421746e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 14814 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 21133 members 
Mstep: Class 6 contains 10595 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14434 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6586 members 
Mstep: Class 14 contains 10506 members 
Mstep: Class 15 contains 5051 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 32489 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 15923 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2262 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 20567 members 
Mstep: Class 30 contains 43932 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20481 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17127 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 19055 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17388 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 20558 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8682 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26378 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 29019 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217352.000000 Penalty: 173864.515625
Iteration 415Q: 55 clusters Score -8.421735e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 14807 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 21189 members 
Mstep: Class 6 contains 10369 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14433 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6587 members 
Mstep: Class 14 contains 10442 members 
Mstep: Class 15 contains 5050 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 33222 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 15764 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3827 members 
Mstep: Class 29 contains 20566 members 
Mstep: Class 30 contains 43961 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20516 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17135 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 18996 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17393 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 20385 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8687 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26458 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 29074 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217440.000000 Penalty: 173864.515625
Iteration 416Q: 55 clusters Score -8.421744e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 14796 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 21254 members 
Mstep: Class 6 contains 10168 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14434 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6587 members 
Mstep: Class 14 contains 10401 members 
Mstep: Class 15 contains 5052 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 33860 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 15632 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 6001 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3823 members 
Mstep: Class 29 contains 20575 members 
Mstep: Class 30 contains 43968 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20513 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17134 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 18986 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17395 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 20225 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8704 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26550 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 29100 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217112.000000 Penalty: 173864.515625
Iteration 417Q: 55 clusters Score -8.421711e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 14794 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 9932 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14442 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 10349 members 
Mstep: Class 15 contains 5053 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34368 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 15515 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 6004 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3826 members 
Mstep: Class 29 contains 20569 members 
Mstep: Class 30 contains 43992 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20526 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17139 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 18977 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17395 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 20113 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8707 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26572 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 29112 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84216768.000000 Penalty: 173864.515625
Iteration 418Q: 55 clusters Score -8.421677e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 14794 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 21490 members 
Mstep: Class 6 contains 9685 members 
Mstep: Class 7 contains 4438 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14443 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 5052 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 34747 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 15386 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 6004 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3829 members 
Mstep: Class 29 contains 20580 members 
Mstep: Class 30 contains 44004 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20522 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17135 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 18957 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17399 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 19978 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8717 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26617 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 29129 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84216632.000000 Penalty: 173864.515625
Iteration 419Q: 55 clusters Score -8.421663e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 14798 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 21621 members 
Mstep: Class 6 contains 9441 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14438 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 10249 members 
Mstep: Class 15 contains 5051 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35020 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 15274 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 6006 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3832 members 
Mstep: Class 29 contains 20602 members 
Mstep: Class 30 contains 44015 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20535 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17142 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 18947 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17404 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 19871 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8721 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26662 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 29104 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217056.000000 Penalty: 173864.515625
Iteration 420F: 55 clusters Score -8.421706e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 14796 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 21720 members 
Mstep: Class 6 contains 9190 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14442 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 10200 members 
Mstep: Class 15 contains 5051 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 35685 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 15154 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3834 members 
Mstep: Class 29 contains 20619 members 
Mstep: Class 30 contains 44020 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20548 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17143 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 18959 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17412 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 19812 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8737 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25884 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 29789 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84216936.000000 Penalty: 173864.515625
Iteration 421Q: 55 clusters Score -8.421694e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 14799 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 21781 members 
Mstep: Class 6 contains 8964 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14441 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6589 members 
Mstep: Class 14 contains 10141 members 
Mstep: Class 15 contains 5050 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36249 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 15011 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 6005 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3835 members 
Mstep: Class 29 contains 20635 members 
Mstep: Class 30 contains 44027 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20551 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17132 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 18952 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17417 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 19686 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8741 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25415 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 30411 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84216496.000000 Penalty: 173864.515625
Iteration 422Q: 55 clusters Score -8.42165e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 14798 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 21845 members 
Mstep: Class 6 contains 8739 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14429 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6592 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 5050 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36627 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 14839 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5998 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3838 members 
Mstep: Class 29 contains 20645 members 
Mstep: Class 30 contains 44068 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20563 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17129 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 18918 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17434 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 19493 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8747 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25274 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 30934 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84216144.000000 Penalty: 173864.515625
Iteration 423Q: 55 clusters Score -8.421614e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 14796 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 8532 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14436 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9994 members 
Mstep: Class 15 contains 5050 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 36866 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 14675 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2258 members 
Mstep: Class 26 contains 6005 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3834 members 
Mstep: Class 29 contains 20649 members 
Mstep: Class 30 contains 44101 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20524 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17123 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 18951 members 
Mstep: Class 39 contains 576 members 
Mstep: Class 40 contains 17443 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 19343 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8751 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25296 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 31281 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84215560.000000 Penalty: 173864.515625
Iteration 424Q: 55 clusters Score -8.421556e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 14796 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 21952 members 
Mstep: Class 6 contains 8347 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14443 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 5049 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 37022 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 14516 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2254 members 
Mstep: Class 26 contains 6002 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3835 members 
Mstep: Class 29 contains 20679 members 
Mstep: Class 30 contains 44132 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20502 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17118 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 18992 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17449 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 19184 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8760 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25424 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 31507 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84215288.000000 Penalty: 173864.515625
Iteration 425Q: 55 clusters Score -8.421529e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 14795 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 21995 members 
Mstep: Class 6 contains 8154 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14438 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 9883 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 37115 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 14405 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2253 members 
Mstep: Class 26 contains 6005 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3836 members 
Mstep: Class 29 contains 20690 members 
Mstep: Class 30 contains 44176 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20466 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17116 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 19000 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17453 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 19042 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8758 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25608 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 31710 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84214856.000000 Penalty: 173864.515625
Iteration 426Q: 55 clusters Score -8.421486e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 14803 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 22071 members 
Mstep: Class 6 contains 7976 members 
Mstep: Class 7 contains 4438 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14441 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 9840 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 37163 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 14314 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 6005 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3837 members 
Mstep: Class 29 contains 20702 members 
Mstep: Class 30 contains 44182 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20414 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17105 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 19039 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17449 members 
Mstep: Class 41 contains 1392 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 18966 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8750 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25792 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 31809 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84214640.000000 Penalty: 173864.515625
Iteration 427Q: 55 clusters Score -8.421464e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 14804 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 22152 members 
Mstep: Class 6 contains 7768 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14447 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 9795 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 37186 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 14180 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2253 members 
Mstep: Class 26 contains 6006 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3831 members 
Mstep: Class 29 contains 20728 members 
Mstep: Class 30 contains 44206 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20379 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17102 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 19117 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17454 members 
Mstep: Class 41 contains 1391 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 18945 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8762 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25943 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 31837 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84214248.000000 Penalty: 173864.515625
Iteration 428Q: 55 clusters Score -8.421425e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 14800 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 22246 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14441 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 9772 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37180 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 14096 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2254 members 
Mstep: Class 26 contains 6009 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3831 members 
Mstep: Class 29 contains 20750 members 
Mstep: Class 30 contains 44237 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20298 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17104 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 19190 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17455 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 19023 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8763 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26069 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 31795 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213840.000000 Penalty: 173864.515625
Iteration 429Q: 55 clusters Score -8.421384e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 14806 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 22349 members 
Mstep: Class 6 contains 7373 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14442 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9754 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37169 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 14013 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2255 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3836 members 
Mstep: Class 29 contains 20764 members 
Mstep: Class 30 contains 44258 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20210 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17100 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 19289 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17455 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 19130 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8767 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26193 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 31667 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213968.000000 Penalty: 173864.515625
Iteration 430Q: 55 clusters Score -8.421397e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 14810 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 22414 members 
Mstep: Class 6 contains 7176 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37117 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13918 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2257 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3837 members 
Mstep: Class 29 contains 20771 members 
Mstep: Class 30 contains 44285 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20125 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17090 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 19408 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17455 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 19264 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8773 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26339 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 31540 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84214000.000000 Penalty: 173864.515625
Iteration 431Q: 55 clusters Score -8.4214e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 14812 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 22493 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9703 members 
Mstep: Class 15 contains 5049 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 37042 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13800 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 6012 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3836 members 
Mstep: Class 29 contains 20781 members 
Mstep: Class 30 contains 44277 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20027 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17087 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 19554 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17460 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 19430 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8774 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26512 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 31367 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84214056.000000 Penalty: 173864.515625
Iteration 432Q: 55 clusters Score -8.421406e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 14811 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 22583 members 
Mstep: Class 6 contains 6817 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9697 members 
Mstep: Class 15 contains 5050 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36969 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2258 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3834 members 
Mstep: Class 29 contains 20788 members 
Mstep: Class 30 contains 44278 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19890 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17087 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 19734 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17460 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 19644 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8778 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26590 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 31192 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213936.000000 Penalty: 173864.515625
Iteration 433Q: 55 clusters Score -8.421394e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 14809 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 22677 members 
Mstep: Class 6 contains 6663 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14447 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9689 members 
Mstep: Class 15 contains 5050 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36922 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13626 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 20804 members 
Mstep: Class 30 contains 44271 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19780 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17091 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 19916 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17460 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 19817 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8784 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26681 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 30986 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213704.000000 Penalty: 173864.515625
Iteration 434Q: 55 clusters Score -8.42137e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 14815 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 22758 members 
Mstep: Class 6 contains 6535 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14446 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 9676 members 
Mstep: Class 15 contains 5048 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 36852 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13549 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 6013 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3835 members 
Mstep: Class 29 contains 20822 members 
Mstep: Class 30 contains 44252 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19674 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17086 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 20122 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17462 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 20000 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8794 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26738 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 30800 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213736.000000 Penalty: 173864.515625
Iteration 435Q: 55 clusters Score -8.421374e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 14819 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 22847 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14446 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 9655 members 
Mstep: Class 15 contains 5048 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 36797 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13460 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 6010 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3834 members 
Mstep: Class 29 contains 20828 members 
Mstep: Class 30 contains 44232 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19583 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17083 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 20357 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17457 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 20173 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8795 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26805 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 30601 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213608.000000 Penalty: 173864.515625
Iteration 436Q: 55 clusters Score -8.421361e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 14827 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 22951 members 
Mstep: Class 6 contains 6277 members 
Mstep: Class 7 contains 4434 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14442 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9638 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 36774 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13366 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2265 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3834 members 
Mstep: Class 29 contains 20828 members 
Mstep: Class 30 contains 44239 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19476 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17078 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 20624 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17461 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 20325 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8799 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26820 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 30403 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213432.000000 Penalty: 173864.515625
Iteration 437Q: 55 clusters Score -8.421343e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 14825 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 23052 members 
Mstep: Class 6 contains 6163 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14438 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 9615 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 36778 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13292 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3840 members 
Mstep: Class 29 contains 20835 members 
Mstep: Class 30 contains 44232 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19358 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17078 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 20865 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17472 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 20475 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8802 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26825 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 30210 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213568.000000 Penalty: 173864.515625
Iteration 438Q: 55 clusters Score -8.421357e+07 nChanged 1847
Entering ConstructFrom: 
Score: -84213568.000000 Penalty: 173864.515625
Entering ConstructFrom: 
Trying to split cluster 1 (32175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Entering Unmasked Estep 
Score: -6265393.000000 Penalty: 2573.978516
	Iteration 0F: 2 clusters Score -6265393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -6244653.500000 Penalty: 5147.957031
	Iteration 0F: 3 clusters Score -6244654 nChanged 14499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -6252347.000000 Penalty: 5147.957031
	Iteration 1F: 3 clusters Score -6252347 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -6252787.000000 Penalty: 5147.957031
	Iteration 2Q: 3 clusters Score -6252787 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -6253165.500000 Penalty: 5147.957031
	Iteration 3Q: 3 clusters Score -6253166 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -6253484.000000 Penalty: 5147.957031
	Iteration 4Q: 3 clusters Score -6253484 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -6253843.500000 Penalty: 5147.957031
	Iteration 5Q: 3 clusters Score -6253844 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -6254149.000000 Penalty: 5147.957031
	Iteration 6Q: 3 clusters Score -6254149 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -6254590.000000 Penalty: 5147.957031
	Iteration 7Q: 3 clusters Score -6254590 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -6255140.500000 Penalty: 5147.957031
	Iteration 8Q: 3 clusters Score -6255140 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -6255934.000000 Penalty: 5147.957031
	Iteration 9Q: 3 clusters Score -6255934 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -6257016.000000 Penalty: 5147.957031
	Iteration 10Q: 3 clusters Score -6257016 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -6258309.500000 Penalty: 5147.957031
	Iteration 11Q: 3 clusters Score -6258310 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -6259462.500000 Penalty: 5147.957031
	Iteration 12Q: 3 clusters Score -6259462 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -6260387.500000 Penalty: 5147.957031
	Iteration 13Q: 3 clusters Score -6260388 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -6261044.500000 Penalty: 5147.957031
	Iteration 14Q: 3 clusters Score -6261044 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -6261523.000000 Penalty: 5147.957031
	Iteration 15Q: 3 clusters Score -6261523 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -6261884.000000 Penalty: 5147.957031
	Iteration 16Q: 3 clusters Score -6261884 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -6262127.500000 Penalty: 5147.957031
	Iteration 17Q: 3 clusters Score -6262128 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -6262316.500000 Penalty: 5147.957031
	Iteration 18Q: 3 clusters Score -6262316 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -6262431.500000 Penalty: 5147.957031
	Iteration 19Q: 3 clusters Score -6262432 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -6262538.000000 Penalty: 5147.957031
	Iteration 20F: 3 clusters Score -6262538 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -6262647.000000 Penalty: 5147.957031
	Iteration 21Q: 3 clusters Score -6262647 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -6262728.500000 Penalty: 5147.957031
	Iteration 22Q: 3 clusters Score -6262728 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -6262761.500000 Penalty: 5147.957031
	Iteration 23Q: 3 clusters Score -6262762 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -6262839.500000 Penalty: 5147.957031
	Iteration 24Q: 3 clusters Score -6262840 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -6262877.000000 Penalty: 5147.957031
	Iteration 25Q: 3 clusters Score -6262877 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -6262899.000000 Penalty: 5147.957031
	Iteration 26Q: 3 clusters Score -6262899 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -6262934.000000 Penalty: 5147.957031
	Iteration 27Q: 3 clusters Score -6262934 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -6262949.500000 Penalty: 5147.957031
	Iteration 28Q: 3 clusters Score -6262950 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -6262966.500000 Penalty: 5147.957031
	Iteration 29Q: 3 clusters Score -6262966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -6263021.500000 Penalty: 5147.957031
	Iteration 30Q: 3 clusters Score -6263022 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -6263076.500000 Penalty: 5147.957031
	Iteration 31Q: 3 clusters Score -6263076 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -6263075.000000 Penalty: 5147.957031
	Iteration 32Q: 3 clusters Score -6263075 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -6263114.000000 Penalty: 5147.957031
	Iteration 33Q: 3 clusters Score -6263114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -6263137.500000 Penalty: 5147.957031
	Iteration 34Q: 3 clusters Score -6263138 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -6263146.500000 Penalty: 5147.957031
	Iteration 35Q: 3 clusters Score -6263146 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -6263167.500000 Penalty: 5147.957031
	Iteration 36Q: 3 clusters Score -6263168 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -6263183.000000 Penalty: 5147.957031
	Iteration 37Q: 3 clusters Score -6263183 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -6263227.500000 Penalty: 5147.957031
	Iteration 38Q: 3 clusters Score -6263228 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -6263271.000000 Penalty: 5147.957031
	Iteration 39Q: 3 clusters Score -6263271 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -6263302.000000 Penalty: 5147.957031
	Iteration 40F: 3 clusters Score -6263302 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -6263330.000000 Penalty: 5147.957031
	Iteration 41Q: 3 clusters Score -6263330 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -6263399.000000 Penalty: 5147.957031
	Iteration 42Q: 3 clusters Score -6263399 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -6263454.000000 Penalty: 5147.957031
	Iteration 43Q: 3 clusters Score -6263454 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -6263465.500000 Penalty: 5147.957031
	Iteration 44Q: 3 clusters Score -6263466 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -6263471.500000 Penalty: 5147.957031
	Iteration 45Q: 3 clusters Score -6263472 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -6263512.000000 Penalty: 5147.957031
	Iteration 46Q: 3 clusters Score -6263512 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -6263517.000000 Penalty: 5147.957031
	Iteration 47Q: 3 clusters Score -6263517 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -6263534.500000 Penalty: 5147.957031
	Iteration 48Q: 3 clusters Score -6263534 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -6263547.500000 Penalty: 5147.957031
	Iteration 49Q: 3 clusters Score -6263548 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -6263556.500000 Penalty: 5147.957031
	Iteration 50Q: 3 clusters Score -6263556 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -6263584.500000 Penalty: 5147.957031
	Iteration 51Q: 3 clusters Score -6263584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -6263617.000000 Penalty: 5147.957031
	Iteration 52Q: 3 clusters Score -6263617 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -6263613.000000 Penalty: 5147.957031
	Iteration 53Q: 3 clusters Score -6263613 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6263640 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6263638 nChanged 98
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Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6263664 nChanged 118
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Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6263675 nChanged 117
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Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6263698 nChanged 119
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Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6263687 nChanged 86
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Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6263698 nChanged 71
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Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6263717 nChanged 46
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Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6263716 nChanged 35
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Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6263699 nChanged 39
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Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6263714 nChanged 44
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Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6263702 nChanged 54
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Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6263700 nChanged 69
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Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6263696 nChanged 62
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Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6263702 nChanged 46
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Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6263697 nChanged 46
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Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6263708 nChanged 50
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Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6263711 nChanged 44
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Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6263696 nChanged 50
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Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6263716 nChanged 50
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Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6263714 nChanged 49
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Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6263708 nChanged 56
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Mstep: Class 1 contains 22449 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6263710 nChanged 65
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Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6263714 nChanged 55
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Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6263728 nChanged 51
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Mstep: Class 1 contains 22280 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6263720 nChanged 64
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Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6263719 nChanged 77
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Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6263724 nChanged 90
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Mstep: Class 1 contains 22049 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6263728 nChanged 73
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6263729 nChanged 53
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Mstep: Class 1 contains 21923 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6263736 nChanged 48
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Mstep: Class 1 contains 21875 members 
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	Iteration 85Q: 3 clusters Score -6263737 nChanged 54
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6263738 nChanged 42
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Mstep: Class 1 contains 21779 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6263747 nChanged 44
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Mstep: Class 1 contains 21735 members 
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Mstep: Class 1 contains 21697 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6263740 nChanged 25
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Mstep: Class 1 contains 21672 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6263739 nChanged 33
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Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 10536 members 
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	Iteration 91Q: 3 clusters Score -6263742 nChanged 36
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Mstep: Class 1 contains 21603 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6263735 nChanged 38
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Mstep: Class 1 contains 21567 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6263746 nChanged 21
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Mstep: Class 1 contains 21546 members 
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	Iteration 94Q: 3 clusters Score -6263739 nChanged 14
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Mstep: Class 1 contains 21532 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6263750 nChanged 15
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Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6263754 nChanged 12
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	Iteration 97Q: 3 clusters Score -6263749 nChanged 14
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Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 10684 members 
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	Iteration 98Q: 3 clusters Score -6263746 nChanged 19
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Mstep: Class 1 contains 21474 members 
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	Iteration 99Q: 3 clusters Score -6263752 nChanged 26
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Mstep: Class 1 contains 21448 members 
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	Iteration 100F: 3 clusters Score -6263752 nChanged 29
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Mstep: Class 1 contains 21419 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6263750 nChanged 29
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Mstep: Class 1 contains 21390 members 
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	Iteration 102Q: 3 clusters Score -6263758 nChanged 16
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	Iteration 103Q: 3 clusters Score -6263750 nChanged 11
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Mstep: Class 1 contains 21363 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6263742 nChanged 13
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Mstep: Class 1 contains 21350 members 
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	Iteration 105Q: 3 clusters Score -6263750 nChanged 14
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6263748 nChanged 16
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	Iteration 107Q: 3 clusters Score -6263742 nChanged 15
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6263744 nChanged 12
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Mstep: Class 1 contains 21293 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6263748 nChanged 14
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Mstep: Class 1 contains 21279 members 
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	Iteration 110Q: 3 clusters Score -6263752 nChanged 13
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Mstep: Class 1 contains 21266 members 
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	Iteration 111Q: 3 clusters Score -6263760 nChanged 11
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Mstep: Class 1 contains 21255 members 
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	Iteration 112Q: 3 clusters Score -6263752 nChanged 14
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Mstep: Class 1 contains 21241 members 
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	Iteration 113Q: 3 clusters Score -6263754 nChanged 15
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	Iteration 114Q: 3 clusters Score -6263756 nChanged 14
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	Iteration 115Q: 3 clusters Score -6263755 nChanged 14
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	Iteration 116Q: 3 clusters Score -6263764 nChanged 15
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Mstep: Class 1 contains 21183 members 
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	Iteration 117Q: 3 clusters Score -6263766 nChanged 14
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Mstep: Class 1 contains 21169 members 
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	Iteration 118Q: 3 clusters Score -6263756 nChanged 13
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Mstep: Class 1 contains 21156 members 
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	Iteration 119Q: 3 clusters Score -6263756 nChanged 11
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	Iteration 120F: 3 clusters Score -6263756 nChanged 15
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Mstep: Class 1 contains 21130 members 
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	Iteration 121Q: 3 clusters Score -6263758 nChanged 8
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Mstep: Class 1 contains 21122 members 
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	Iteration 122Q: 3 clusters Score -6263753 nChanged 10
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	Iteration 123Q: 3 clusters Score -6263759 nChanged 4
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	Iteration 124Q: 3 clusters Score -6263762 nChanged 4
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6263772 nChanged 5
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	Iteration 126Q: 3 clusters Score -6263768 nChanged 7
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	Iteration 127Q: 3 clusters Score -6263768 nChanged 8
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	Iteration 128Q: 3 clusters Score -6263760 nChanged 9
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	Iteration 129Q: 3 clusters Score -6263761 nChanged 6
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	Iteration 130Q: 3 clusters Score -6263766 nChanged 7
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	Iteration 131Q: 3 clusters Score -6263770 nChanged 11
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	Iteration 132Q: 3 clusters Score -6263759 nChanged 10
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	Iteration 133Q: 3 clusters Score -6263764 nChanged 7
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	Iteration 134Q: 3 clusters Score -6263764 nChanged 8
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	Iteration 135Q: 3 clusters Score -6263768 nChanged 3
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	Iteration 136Q: 3 clusters Score -6263770 nChanged 3
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	Iteration 137Q: 3 clusters Score -6263778 nChanged 2
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	Iteration 138Q: 3 clusters Score -6263776 nChanged 2
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6263779 nChanged 3
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	Iteration 140F: 3 clusters Score -6263776 nChanged 7
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	Iteration 141Q: 3 clusters Score -6263776 nChanged 3
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	Iteration 142Q: 3 clusters Score -6263776 nChanged 3
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	Iteration 143Q: 3 clusters Score -6263774 nChanged 1
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	Iteration 144Q: 3 clusters Score -6263776 nChanged 2
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	Iteration 145Q: 3 clusters Score -6263774 nChanged 0
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Score: -6263774.000000 Penalty: 5147.957031
	Iteration 146F: 3 clusters Score -6263774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Entering Unmasked Estep 
Score: -3177936.500000 Penalty: 2381.826172
	Iteration 0F: 2 clusters Score -3177936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -3167733.000000 Penalty: 4763.652344
	Iteration 0F: 3 clusters Score -3167733 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3171249.250000 Penalty: 4763.652344
	Iteration 1F: 3 clusters Score -3171249 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3171805.500000 Penalty: 4763.652344
	Iteration 2F: 3 clusters Score -3171806 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -3172417.750000 Penalty: 4763.652344
	Iteration 3F: 3 clusters Score -3172418 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3173112.250000 Penalty: 4763.652344
	Iteration 4F: 3 clusters Score -3173112 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3173803.750000 Penalty: 4763.652344
	Iteration 5F: 3 clusters Score -3173804 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3174514.000000 Penalty: 4763.652344
	Iteration 6F: 3 clusters Score -3174514 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3175212.750000 Penalty: 4763.652344
	Iteration 7F: 3 clusters Score -3175213 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -3175812.250000 Penalty: 4763.652344
	Iteration 8Q: 3 clusters Score -3175812 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3176260.250000 Penalty: 4763.652344
	Iteration 9Q: 3 clusters Score -3176260 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -3176461.750000 Penalty: 4763.652344
	Iteration 10Q: 3 clusters Score -3176462 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3176518.000000 Penalty: 4763.652344
	Iteration 11Q: 3 clusters Score -3176518 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3176545.000000 Penalty: 4763.652344
	Iteration 12Q: 3 clusters Score -3176545 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3176551.750000 Penalty: 4763.652344
	Iteration 13Q: 3 clusters Score -3176552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3176559.750000 Penalty: 4763.652344
	Iteration 14Q: 3 clusters Score -3176560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3176551.500000 Penalty: 4763.652344
	Iteration 15Q: 3 clusters Score -3176552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3176557.500000 Penalty: 4763.652344
	Iteration 16Q: 3 clusters Score -3176558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3176551.750000 Penalty: 4763.652344
	Iteration 17Q: 3 clusters Score -3176552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3176561.250000 Penalty: 4763.652344
	Iteration 18Q: 3 clusters Score -3176561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3176562.250000 Penalty: 4763.652344
	Iteration 19Q: 3 clusters Score -3176562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3176563.000000 Penalty: 4763.652344
	Iteration 20F: 3 clusters Score -3176563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3176564.250000 Penalty: 4763.652344
	Iteration 21Q: 3 clusters Score -3176564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3176570.500000 Penalty: 4763.652344
	Iteration 22Q: 3 clusters Score -3176570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3176572.250000 Penalty: 4763.652344
	Iteration 23Q: 3 clusters Score -3176572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -3176575.000000 Penalty: 4763.652344
	Iteration 24Q: 3 clusters Score -3176575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3176564.750000 Penalty: 4763.652344
	Iteration 25Q: 3 clusters Score -3176565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3176568.250000 Penalty: 4763.652344
	Iteration 26Q: 3 clusters Score -3176568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -3176576.500000 Penalty: 4763.652344
	Iteration 27Q: 3 clusters Score -3176576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -3176586.500000 Penalty: 4763.652344
	Iteration 28Q: 3 clusters Score -3176586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -3176591.250000 Penalty: 4763.652344
	Iteration 29Q: 3 clusters Score -3176591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3176591.000000 Penalty: 4763.652344
	Iteration 30Q: 3 clusters Score -3176591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3176591.500000 Penalty: 4763.652344
	Iteration 31Q: 3 clusters Score -3176592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3176590.500000 Penalty: 4763.652344
	Iteration 32Q: 3 clusters Score -3176590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3176587.000000 Penalty: 4763.652344
	Iteration 33Q: 3 clusters Score -3176587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -3176591.500000 Penalty: 4763.652344
	Iteration 34Q: 3 clusters Score -3176592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3176587.250000 Penalty: 4763.652344
	Iteration 35Q: 3 clusters Score -3176587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -3176584.750000 Penalty: 4763.652344
	Iteration 36Q: 3 clusters Score -3176585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3176587.500000 Penalty: 4763.652344
	Iteration 37Q: 3 clusters Score -3176588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -3176593.000000 Penalty: 4763.652344
	Iteration 38Q: 3 clusters Score -3176593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3176596.250000 Penalty: 4763.652344
	Iteration 39Q: 3 clusters Score -3176596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3176598.250000 Penalty: 4763.652344
	Iteration 40F: 3 clusters Score -3176598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -3176597.250000 Penalty: 4763.652344
	Iteration 41Q: 3 clusters Score -3176597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -3176597.750000 Penalty: 4763.652344
	Iteration 42Q: 3 clusters Score -3176598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3176608.500000 Penalty: 4763.652344
	Iteration 43Q: 3 clusters Score -3176608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3176606.500000 Penalty: 4763.652344
	Iteration 44Q: 3 clusters Score -3176606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -3176608.250000 Penalty: 4763.652344
	Iteration 45Q: 3 clusters Score -3176608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3176606.750000 Penalty: 4763.652344
	Iteration 46Q: 3 clusters Score -3176607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -3176602.750000 Penalty: 4763.652344
	Iteration 47Q: 3 clusters Score -3176603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -3176605.250000 Penalty: 4763.652344
	Iteration 48Q: 3 clusters Score -3176605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3176605.000000 Penalty: 4763.652344
	Iteration 49Q: 3 clusters Score -3176605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -3176604.750000 Penalty: 4763.652344
	Iteration 50Q: 3 clusters Score -3176605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3176603.250000 Penalty: 4763.652344
	Iteration 51Q: 3 clusters Score -3176603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3176602.000000 Penalty: 4763.652344
	Iteration 52Q: 3 clusters Score -3176602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3176603.250000 Penalty: 4763.652344
	Iteration 53Q: 3 clusters Score -3176603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -3176607.250000 Penalty: 4763.652344
	Iteration 54Q: 3 clusters Score -3176607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3176604.500000 Penalty: 4763.652344
	Iteration 55Q: 3 clusters Score -3176604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3176608.750000 Penalty: 4763.652344
	Iteration 56Q: 3 clusters Score -3176609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -3176603.500000 Penalty: 4763.652344
	Iteration 57Q: 3 clusters Score -3176604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3176604.500000 Penalty: 4763.652344
	Iteration 58Q: 3 clusters Score -3176604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3176605.250000 Penalty: 4763.652344
	Iteration 59Q: 3 clusters Score -3176605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3176605.250000 Penalty: 4763.652344
	Iteration 60F: 3 clusters Score -3176605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -48253.093750 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -48253.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47031.527344 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -47031.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -47152.078125 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -47152.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47189.640625 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -47189.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47218.835938 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -47218.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47227.394531 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -47227.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -47232.125000 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -47232.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -47242.988281 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -47242.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47247.742188 Penalty: 2798.385986
	Iteration 7Q: 3 clusters Score -47247.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47251.312500 Penalty: 2798.385986
	Iteration 8Q: 3 clusters Score -47251.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -47260.289062 Penalty: 2798.385986
	Iteration 9Q: 3 clusters Score -47260.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -47260.289062 Penalty: 2798.385986
	Iteration 10F: 3 clusters Score -47260.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -281275.718750 Penalty: 1834.443359
	Iteration 0F: 2 clusters Score -281275.7 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 789 members 
Entering Unmasked Estep 
Score: -279000.781250 Penalty: 3668.886719
	Iteration 0F: 3 clusters Score -279000.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -279657.718750 Penalty: 3668.886719
	Iteration 1F: 3 clusters Score -279657.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -279990.937500 Penalty: 3668.886719
	Iteration 2F: 3 clusters Score -279990.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -280250.500000 Penalty: 3668.886719
	Iteration 3F: 3 clusters Score -280250.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -280525.406250 Penalty: 3668.886719
	Iteration 4F: 3 clusters Score -280525.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -280736.156250 Penalty: 3668.886719
	Iteration 5F: 3 clusters Score -280736.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -280908.656250 Penalty: 3668.886719
	Iteration 6Q: 3 clusters Score -280908.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -281011.812500 Penalty: 3668.886719
	Iteration 7Q: 3 clusters Score -281011.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -281071.250000 Penalty: 3668.886719
	Iteration 8Q: 3 clusters Score -281071.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -281127.937500 Penalty: 3668.886719
	Iteration 9Q: 3 clusters Score -281127.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -281169.281250 Penalty: 3668.886719
	Iteration 10Q: 3 clusters Score -281169.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -281197.468750 Penalty: 3668.886719
	Iteration 11Q: 3 clusters Score -281197.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -281219.625000 Penalty: 3668.886719
	Iteration 12Q: 3 clusters Score -281219.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -281230.156250 Penalty: 3668.886719
	Iteration 13Q: 3 clusters Score -281230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -281240.343750 Penalty: 3668.886719
	Iteration 14Q: 3 clusters Score -281240.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -281257.750000 Penalty: 3668.886719
	Iteration 15Q: 3 clusters Score -281257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -281269.250000 Penalty: 3668.886719
	Iteration 16Q: 3 clusters Score -281269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -281276.312500 Penalty: 3668.886719
	Iteration 17Q: 3 clusters Score -281276.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -281282.750000 Penalty: 3668.886719
	Iteration 18Q: 3 clusters Score -281282.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -281295.843750 Penalty: 3668.886719
	Iteration 19Q: 3 clusters Score -281295.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -281299.875000 Penalty: 3668.886719
	Iteration 20F: 3 clusters Score -281299.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -281301.375000 Penalty: 3668.886719
	Iteration 21Q: 3 clusters Score -281301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -281304.875000 Penalty: 3668.886719
	Iteration 22Q: 3 clusters Score -281304.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -281305.968750 Penalty: 3668.886719
	Iteration 23Q: 3 clusters Score -281306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -281305.843750 Penalty: 3668.886719
	Iteration 24Q: 3 clusters Score -281305.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -281306.437500 Penalty: 3668.886719
	Iteration 25Q: 3 clusters Score -281306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -281308.968750 Penalty: 3668.886719
	Iteration 26Q: 3 clusters Score -281309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -281311.750000 Penalty: 3668.886719
	Iteration 27Q: 3 clusters Score -281311.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -281311.750000 Penalty: 3668.886719
	Iteration 28F: 3 clusters Score -281311.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 14826 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 520 members 
Mstep: Class 5 contains 23167 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14439 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9604 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36779 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13234 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3844 members 
Mstep: Class 29 contains 20855 members 
Mstep: Class 30 contains 44197 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19239 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17075 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21110 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17479 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 20619 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8797 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26814 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 30010 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 1111 members 
Entering Unmasked Estep 
Score: -84212248.000000 Penalty: 177084.234375
Splitting cluster 4 changes total score from -84213568.000000 to -84212248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (23167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Entering Unmasked Estep 
Score: -4545186.000000 Penalty: 2492.520020
	Iteration 0F: 2 clusters Score -4545186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -4529308.500000 Penalty: 4985.040039
	Iteration 0F: 3 clusters Score -4529308 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -4534725.000000 Penalty: 4985.040039
	Iteration 1F: 3 clusters Score -4534725 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -4535130.000000 Penalty: 4985.040039
	Iteration 2F: 3 clusters Score -4535130 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -4535484.500000 Penalty: 4985.040039
	Iteration 3Q: 3 clusters Score -4535484 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -4535798.000000 Penalty: 4985.040039
	Iteration 4Q: 3 clusters Score -4535798 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -4536124.500000 Penalty: 4985.040039
	Iteration 5Q: 3 clusters Score -4536124 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -4536533.500000 Penalty: 4985.040039
	Iteration 6Q: 3 clusters Score -4536534 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -4537101.000000 Penalty: 4985.040039
	Iteration 7F: 3 clusters Score -4537101 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4537853.500000 Penalty: 4985.040039
	Iteration 8F: 3 clusters Score -4537854 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -4538864.500000 Penalty: 4985.040039
	Iteration 9F: 3 clusters Score -4538864 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -4540025.000000 Penalty: 4985.040039
	Iteration 10F: 3 clusters Score -4540025 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4541183.000000 Penalty: 4985.040039
	Iteration 11F: 3 clusters Score -4541183 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4542042.500000 Penalty: 4985.040039
	Iteration 12Q: 3 clusters Score -4542042 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4542582.500000 Penalty: 4985.040039
	Iteration 13Q: 3 clusters Score -4542582 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4542904.000000 Penalty: 4985.040039
	Iteration 14Q: 3 clusters Score -4542904 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4543034.000000 Penalty: 4985.040039
	Iteration 15Q: 3 clusters Score -4543034 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4543143.500000 Penalty: 4985.040039
	Iteration 16Q: 3 clusters Score -4543144 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4543175.500000 Penalty: 4985.040039
	Iteration 17Q: 3 clusters Score -4543176 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4543194.500000 Penalty: 4985.040039
	Iteration 18Q: 3 clusters Score -4543194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4543207.000000 Penalty: 4985.040039
	Iteration 19Q: 3 clusters Score -4543207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4543211.500000 Penalty: 4985.040039
	Iteration 20F: 3 clusters Score -4543212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4543217.000000 Penalty: 4985.040039
	Iteration 21Q: 3 clusters Score -4543217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4543218.500000 Penalty: 4985.040039
	Iteration 22Q: 3 clusters Score -4543218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4543228.000000 Penalty: 4985.040039
	Iteration 23Q: 3 clusters Score -4543228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4543236.500000 Penalty: 4985.040039
	Iteration 24Q: 3 clusters Score -4543236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4543237.000000 Penalty: 4985.040039
	Iteration 25Q: 3 clusters Score -4543237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4543234.000000 Penalty: 4985.040039
	Iteration 26Q: 3 clusters Score -4543234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4543236.000000 Penalty: 4985.040039
	Iteration 27Q: 3 clusters Score -4543236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4543232.000000 Penalty: 4985.040039
	Iteration 28Q: 3 clusters Score -4543232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4543240.500000 Penalty: 4985.040039
	Iteration 29Q: 3 clusters Score -4543240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4543238.000000 Penalty: 4985.040039
	Iteration 30Q: 3 clusters Score -4543238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4543232.000000 Penalty: 4985.040039
	Iteration 31Q: 3 clusters Score -4543232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4543233.000000 Penalty: 4985.040039
	Iteration 32Q: 3 clusters Score -4543233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4543236.000000 Penalty: 4985.040039
	Iteration 33Q: 3 clusters Score -4543236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4543239.500000 Penalty: 4985.040039
	Iteration 34Q: 3 clusters Score -4543240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4543240.500000 Penalty: 4985.040039
	Iteration 35Q: 3 clusters Score -4543240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4543241.000000 Penalty: 4985.040039
	Iteration 36Q: 3 clusters Score -4543241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4543236.500000 Penalty: 4985.040039
	Iteration 37Q: 3 clusters Score -4543236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4543238.000000 Penalty: 4985.040039
	Iteration 38Q: 3 clusters Score -4543238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4543233.000000 Penalty: 4985.040039
	Iteration 39Q: 3 clusters Score -4543233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4543238.000000 Penalty: 4985.040039
	Iteration 40F: 3 clusters Score -4543238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4543240.000000 Penalty: 4985.040039
	Iteration 41Q: 3 clusters Score -4543240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4543240.000000 Penalty: 4985.040039
	Iteration 42Q: 3 clusters Score -4543240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4543240.500000 Penalty: 4985.040039
	Iteration 43Q: 3 clusters Score -4543240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4543240.500000 Penalty: 4985.040039
	Iteration 44Q: 3 clusters Score -4543240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4543238.000000 Penalty: 4985.040039
	Iteration 45Q: 3 clusters Score -4543238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4543243.000000 Penalty: 4985.040039
	Iteration 46Q: 3 clusters Score -4543243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4543242.000000 Penalty: 4985.040039
	Iteration 47Q: 3 clusters Score -4543242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4543236.000000 Penalty: 4985.040039
	Iteration 48Q: 3 clusters Score -4543236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4543238.500000 Penalty: 4985.040039
	Iteration 49Q: 3 clusters Score -4543238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4543238.500000 Penalty: 4985.040039
	Iteration 50F: 3 clusters Score -4543238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Entering Unmasked Estep 
Score: -1183362.375000 Penalty: 2159.742676
	Iteration 0F: 2 clusters Score -1183362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1178192.875000 Penalty: 4319.485352
	Iteration 0F: 3 clusters Score -1178193 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1179474.250000 Penalty: 4319.485352
	Iteration 1F: 3 clusters Score -1179474 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1179673.875000 Penalty: 4319.485352
	Iteration 2F: 3 clusters Score -1179674 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1179799.375000 Penalty: 4319.485352
	Iteration 3Q: 3 clusters Score -1179799 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1179894.875000 Penalty: 4319.485352
	Iteration 4Q: 3 clusters Score -1179895 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1179964.500000 Penalty: 4319.485352
	Iteration 5Q: 3 clusters Score -1179964 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1180014.375000 Penalty: 4319.485352
	Iteration 6Q: 3 clusters Score -1180014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1180054.000000 Penalty: 4319.485352
	Iteration 7Q: 3 clusters Score -1180054 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1180080.125000 Penalty: 4319.485352
	Iteration 8Q: 3 clusters Score -1180080 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1180110.125000 Penalty: 4319.485352
	Iteration 9Q: 3 clusters Score -1180110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1180133.750000 Penalty: 4319.485352
	Iteration 10Q: 3 clusters Score -1180134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1180160.250000 Penalty: 4319.485352
	Iteration 11Q: 3 clusters Score -1180160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1180186.375000 Penalty: 4319.485352
	Iteration 12Q: 3 clusters Score -1180186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1180208.000000 Penalty: 4319.485352
	Iteration 13Q: 3 clusters Score -1180208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1180231.750000 Penalty: 4319.485352
	Iteration 14Q: 3 clusters Score -1180232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1180255.625000 Penalty: 4319.485352
	Iteration 15Q: 3 clusters Score -1180256 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1180281.750000 Penalty: 4319.485352
	Iteration 16Q: 3 clusters Score -1180282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1180305.250000 Penalty: 4319.485352
	Iteration 17Q: 3 clusters Score -1180305 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1180338.625000 Penalty: 4319.485352
	Iteration 18Q: 3 clusters Score -1180339 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1180370.000000 Penalty: 4319.485352
	Iteration 19Q: 3 clusters Score -1180370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1180403.625000 Penalty: 4319.485352
	Iteration 20F: 3 clusters Score -1180404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1180444.000000 Penalty: 4319.485352
	Iteration 21Q: 3 clusters Score -1180444 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1180496.500000 Penalty: 4319.485352
	Iteration 22Q: 3 clusters Score -1180496 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1180567.750000 Penalty: 4319.485352
	Iteration 23Q: 3 clusters Score -1180568 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1180631.375000 Penalty: 4319.485352
	Iteration 24Q: 3 clusters Score -1180631 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1180713.625000 Penalty: 4319.485352
	Iteration 25Q: 3 clusters Score -1180714 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1180792.500000 Penalty: 4319.485352
	Iteration 26Q: 3 clusters Score -1180792 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1180857.375000 Penalty: 4319.485352
	Iteration 27Q: 3 clusters Score -1180857 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1180917.125000 Penalty: 4319.485352
	Iteration 28Q: 3 clusters Score -1180917 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1180972.250000 Penalty: 4319.485352
	Iteration 29Q: 3 clusters Score -1180972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1181032.000000 Penalty: 4319.485352
	Iteration 30Q: 3 clusters Score -1181032 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1181087.250000 Penalty: 4319.485352
	Iteration 31Q: 3 clusters Score -1181087 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1181143.500000 Penalty: 4319.485352
	Iteration 32Q: 3 clusters Score -1181144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1181180.875000 Penalty: 4319.485352
	Iteration 33Q: 3 clusters Score -1181181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1181214.000000 Penalty: 4319.485352
	Iteration 34Q: 3 clusters Score -1181214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1181239.125000 Penalty: 4319.485352
	Iteration 35Q: 3 clusters Score -1181239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1181269.125000 Penalty: 4319.485352
	Iteration 36Q: 3 clusters Score -1181269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1181292.250000 Penalty: 4319.485352
	Iteration 37Q: 3 clusters Score -1181292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1181323.875000 Penalty: 4319.485352
	Iteration 38Q: 3 clusters Score -1181324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1181353.125000 Penalty: 4319.485352
	Iteration 39Q: 3 clusters Score -1181353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1181371.125000 Penalty: 4319.485352
	Iteration 40F: 3 clusters Score -1181371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1181384.250000 Penalty: 4319.485352
	Iteration 41Q: 3 clusters Score -1181384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1181397.750000 Penalty: 4319.485352
	Iteration 42Q: 3 clusters Score -1181398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1181406.875000 Penalty: 4319.485352
	Iteration 43Q: 3 clusters Score -1181407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1181409.250000 Penalty: 4319.485352
	Iteration 44Q: 3 clusters Score -1181409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1181414.750000 Penalty: 4319.485352
	Iteration 45Q: 3 clusters Score -1181415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1181421.250000 Penalty: 4319.485352
	Iteration 46Q: 3 clusters Score -1181421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1181427.250000 Penalty: 4319.485352
	Iteration 47Q: 3 clusters Score -1181427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1181434.750000 Penalty: 4319.485352
	Iteration 48Q: 3 clusters Score -1181435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1181439.625000 Penalty: 4319.485352
	Iteration 49Q: 3 clusters Score -1181440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1181447.500000 Penalty: 4319.485352
	Iteration 50Q: 3 clusters Score -1181448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1181453.000000 Penalty: 4319.485352
	Iteration 51Q: 3 clusters Score -1181453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1181456.250000 Penalty: 4319.485352
	Iteration 52Q: 3 clusters Score -1181456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1181460.000000 Penalty: 4319.485352
	Iteration 53Q: 3 clusters Score -1181460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1181459.500000 Penalty: 4319.485352
	Iteration 54Q: 3 clusters Score -1181460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1181463.750000 Penalty: 4319.485352
	Iteration 55Q: 3 clusters Score -1181464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1181464.750000 Penalty: 4319.485352
	Iteration 56Q: 3 clusters Score -1181465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1181468.000000 Penalty: 4319.485352
	Iteration 57Q: 3 clusters Score -1181468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1181472.250000 Penalty: 4319.485352
	Iteration 58Q: 3 clusters Score -1181472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1181479.500000 Penalty: 4319.485352
	Iteration 59Q: 3 clusters Score -1181480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1181487.875000 Penalty: 4319.485352
	Iteration 60F: 3 clusters Score -1181488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1181490.750000 Penalty: 4319.485352
	Iteration 61Q: 3 clusters Score -1181491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1181495.000000 Penalty: 4319.485352
	Iteration 62Q: 3 clusters Score -1181495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1181495.125000 Penalty: 4319.485352
	Iteration 63Q: 3 clusters Score -1181495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1181497.375000 Penalty: 4319.485352
	Iteration 64Q: 3 clusters Score -1181497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1181498.125000 Penalty: 4319.485352
	Iteration 65Q: 3 clusters Score -1181498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1181498.125000 Penalty: 4319.485352
	Iteration 66F: 3 clusters Score -1181498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Entering Unmasked Estep 
Score: -806482.375000 Penalty: 2082.414307
	Iteration 0F: 2 clusters Score -806482.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -802310.625000 Penalty: 4164.828613
	Iteration 0F: 3 clusters Score -802310.6 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -803332.687500 Penalty: 4164.828613
	Iteration 1F: 3 clusters Score -803332.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -803670.062500 Penalty: 4164.828613
	Iteration 2F: 3 clusters Score -803670.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -803964.250000 Penalty: 4164.828613
	Iteration 3F: 3 clusters Score -803964.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -804204.187500 Penalty: 4164.828613
	Iteration 4F: 3 clusters Score -804204.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -804426.937500 Penalty: 4164.828613
	Iteration 5F: 3 clusters Score -804426.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -804661.187500 Penalty: 4164.828613
	Iteration 6F: 3 clusters Score -804661.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -804951.375000 Penalty: 4164.828613
	Iteration 7F: 3 clusters Score -804951.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -805271.250000 Penalty: 4164.828613
	Iteration 8F: 3 clusters Score -805271.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -805533.812500 Penalty: 4164.828613
	Iteration 9F: 3 clusters Score -805533.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -805727.687500 Penalty: 4164.828613
	Iteration 10Q: 3 clusters Score -805727.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -805871.875000 Penalty: 4164.828613
	Iteration 11Q: 3 clusters Score -805871.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -805969.500000 Penalty: 4164.828613
	Iteration 12Q: 3 clusters Score -805969.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -806021.500000 Penalty: 4164.828613
	Iteration 13Q: 3 clusters Score -806021.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -806054.187500 Penalty: 4164.828613
	Iteration 14Q: 3 clusters Score -806054.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -806076.125000 Penalty: 4164.828613
	Iteration 15Q: 3 clusters Score -806076.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -806097.875000 Penalty: 4164.828613
	Iteration 16Q: 3 clusters Score -806097.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -806115.250000 Penalty: 4164.828613
	Iteration 17Q: 3 clusters Score -806115.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -806124.250000 Penalty: 4164.828613
	Iteration 18Q: 3 clusters Score -806124.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -806130.562500 Penalty: 4164.828613
	Iteration 19Q: 3 clusters Score -806130.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -806133.000000 Penalty: 4164.828613
	Iteration 20F: 3 clusters Score -806133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -806137.437500 Penalty: 4164.828613
	Iteration 21Q: 3 clusters Score -806137.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -806140.250000 Penalty: 4164.828613
	Iteration 22Q: 3 clusters Score -806140.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -806140.250000 Penalty: 4164.828613
	Iteration 23F: 3 clusters Score -806140.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -58268.097656 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -58268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -57090.367188 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -57090.37 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57306.640625 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -57306.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57422.898438 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -57422.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57483.554688 Penalty: 2922.255371
	Iteration 3F: 3 clusters Score -57483.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57509.113281 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -57509.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57519.558594 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -57519.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57520.871094 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -57520.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57520.871094 Penalty: 2922.255371
	Iteration 7F: 3 clusters Score -57520.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Entering Unmasked Estep 
Score: -3087265.000000 Penalty: 2375.266602
	Iteration 0F: 2 clusters Score -3087265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -3077136.250000 Penalty: 4750.533203
	Iteration 0F: 3 clusters Score -3077136 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3080527.500000 Penalty: 4750.533203
	Iteration 1F: 3 clusters Score -3080528 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3081127.500000 Penalty: 4750.533203
	Iteration 2F: 3 clusters Score -3081128 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3081784.750000 Penalty: 4750.533203
	Iteration 3F: 3 clusters Score -3081785 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3082481.250000 Penalty: 4750.533203
	Iteration 4F: 3 clusters Score -3082481 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3083119.000000 Penalty: 4750.533203
	Iteration 5F: 3 clusters Score -3083119 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3083782.000000 Penalty: 4750.533203
	Iteration 6F: 3 clusters Score -3083782 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3084390.500000 Penalty: 4750.533203
	Iteration 7F: 3 clusters Score -3084390 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3084885.250000 Penalty: 4750.533203
	Iteration 8Q: 3 clusters Score -3084885 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3085292.500000 Penalty: 4750.533203
	Iteration 9Q: 3 clusters Score -3085292 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3085525.500000 Penalty: 4750.533203
	Iteration 10Q: 3 clusters Score -3085526 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3085639.250000 Penalty: 4750.533203
	Iteration 11Q: 3 clusters Score -3085639 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3085708.000000 Penalty: 4750.533203
	Iteration 12Q: 3 clusters Score -3085708 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3085735.750000 Penalty: 4750.533203
	Iteration 13Q: 3 clusters Score -3085736 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3085760.500000 Penalty: 4750.533203
	Iteration 14Q: 3 clusters Score -3085760 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3085781.500000 Penalty: 4750.533203
	Iteration 15Q: 3 clusters Score -3085782 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3085790.250000 Penalty: 4750.533203
	Iteration 16Q: 3 clusters Score -3085790 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3085787.500000 Penalty: 4750.533203
	Iteration 17Q: 3 clusters Score -3085788 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3085789.000000 Penalty: 4750.533203
	Iteration 18Q: 3 clusters Score -3085789 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3085791.750000 Penalty: 4750.533203
	Iteration 19Q: 3 clusters Score -3085792 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3085791.500000 Penalty: 4750.533203
	Iteration 20F: 3 clusters Score -3085792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3085790.500000 Penalty: 4750.533203
	Iteration 21Q: 3 clusters Score -3085790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3085796.500000 Penalty: 4750.533203
	Iteration 22Q: 3 clusters Score -3085796 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3085794.750000 Penalty: 4750.533203
	Iteration 23Q: 3 clusters Score -3085795 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3085789.500000 Penalty: 4750.533203
	Iteration 24Q: 3 clusters Score -3085790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3085784.500000 Penalty: 4750.533203
	Iteration 25Q: 3 clusters Score -3085784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3085781.000000 Penalty: 4750.533203
	Iteration 26Q: 3 clusters Score -3085781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3085786.250000 Penalty: 4750.533203
	Iteration 27Q: 3 clusters Score -3085786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3085782.500000 Penalty: 4750.533203
	Iteration 28Q: 3 clusters Score -3085782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3085791.250000 Penalty: 4750.533203
	Iteration 29Q: 3 clusters Score -3085791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3085799.500000 Penalty: 4750.533203
	Iteration 30Q: 3 clusters Score -3085800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3085789.250000 Penalty: 4750.533203
	Iteration 31Q: 3 clusters Score -3085789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3085785.750000 Penalty: 4750.533203
	Iteration 32Q: 3 clusters Score -3085786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3085788.000000 Penalty: 4750.533203
	Iteration 33Q: 3 clusters Score -3085788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3085790.000000 Penalty: 4750.533203
	Iteration 34Q: 3 clusters Score -3085790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3085793.250000 Penalty: 4750.533203
	Iteration 35Q: 3 clusters Score -3085793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3085790.750000 Penalty: 4750.533203
	Iteration 36Q: 3 clusters Score -3085791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3085788.500000 Penalty: 4750.533203
	Iteration 37Q: 3 clusters Score -3085788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3085784.750000 Penalty: 4750.533203
	Iteration 38Q: 3 clusters Score -3085785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3085782.750000 Penalty: 4750.533203
	Iteration 39Q: 3 clusters Score -3085783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3085781.250000 Penalty: 4750.533203
	Iteration 40F: 3 clusters Score -3085781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3085779.000000 Penalty: 4750.533203
	Iteration 41Q: 3 clusters Score -3085779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3085782.500000 Penalty: 4750.533203
	Iteration 42Q: 3 clusters Score -3085782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3085777.250000 Penalty: 4750.533203
	Iteration 43Q: 3 clusters Score -3085777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3085779.750000 Penalty: 4750.533203
	Iteration 44Q: 3 clusters Score -3085780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3085782.250000 Penalty: 4750.533203
	Iteration 45Q: 3 clusters Score -3085782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3085780.250000 Penalty: 4750.533203
	Iteration 46Q: 3 clusters Score -3085780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3085775.500000 Penalty: 4750.533203
	Iteration 47Q: 3 clusters Score -3085776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3085775.750000 Penalty: 4750.533203
	Iteration 48Q: 3 clusters Score -3085776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3085770.250000 Penalty: 4750.533203
	Iteration 49Q: 3 clusters Score -3085770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3085773.500000 Penalty: 4750.533203
	Iteration 50Q: 3 clusters Score -3085774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3085771.750000 Penalty: 4750.533203
	Iteration 51Q: 3 clusters Score -3085772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3085770.500000 Penalty: 4750.533203
	Iteration 52Q: 3 clusters Score -3085770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3085769.250000 Penalty: 4750.533203
	Iteration 53Q: 3 clusters Score -3085769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3085770.750000 Penalty: 4750.533203
	Iteration 54Q: 3 clusters Score -3085771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3085765.750000 Penalty: 4750.533203
	Iteration 55Q: 3 clusters Score -3085766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3085772.500000 Penalty: 4750.533203
	Iteration 56Q: 3 clusters Score -3085772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3085778.250000 Penalty: 4750.533203
	Iteration 57Q: 3 clusters Score -3085778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3085775.500000 Penalty: 4750.533203
	Iteration 58Q: 3 clusters Score -3085776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3085776.750000 Penalty: 4750.533203
	Iteration 59Q: 3 clusters Score -3085777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3085775.250000 Penalty: 4750.533203
	Iteration 60F: 3 clusters Score -3085775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3085779.000000 Penalty: 4750.533203
	Iteration 61Q: 3 clusters Score -3085779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3085776.750000 Penalty: 4750.533203
	Iteration 62Q: 3 clusters Score -3085777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3085785.750000 Penalty: 4750.533203
	Iteration 63Q: 3 clusters Score -3085786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3085783.750000 Penalty: 4750.533203
	Iteration 64Q: 3 clusters Score -3085784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3085785.750000 Penalty: 4750.533203
	Iteration 65Q: 3 clusters Score -3085786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3085790.250000 Penalty: 4750.533203
	Iteration 66Q: 3 clusters Score -3085790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3085789.000000 Penalty: 4750.533203
	Iteration 67Q: 3 clusters Score -3085789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3085789.250000 Penalty: 4750.533203
	Iteration 68Q: 3 clusters Score -3085789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3085788.250000 Penalty: 4750.533203
	Iteration 69Q: 3 clusters Score -3085788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3085788.250000 Penalty: 4750.533203
	Iteration 70F: 3 clusters Score -3085788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Entering Unmasked Estep 
Score: -427572.093750 Penalty: 1911.128418
	Iteration 0F: 2 clusters Score -427572.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -424815.062500 Penalty: 3822.256836
	Iteration 0F: 3 clusters Score -424815.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -425431.125000 Penalty: 3822.256836
	Iteration 1F: 3 clusters Score -425431.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -425654.343750 Penalty: 3822.256836
	Iteration 2F: 3 clusters Score -425654.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -425866.437500 Penalty: 3822.256836
	Iteration 3F: 3 clusters Score -425866.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -426049.562500 Penalty: 3822.256836
	Iteration 4F: 3 clusters Score -426049.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -426159.625000 Penalty: 3822.256836
	Iteration 5Q: 3 clusters Score -426159.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -426223.718750 Penalty: 3822.256836
	Iteration 6Q: 3 clusters Score -426223.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -426269.343750 Penalty: 3822.256836
	Iteration 7Q: 3 clusters Score -426269.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -426299.718750 Penalty: 3822.256836
	Iteration 8Q: 3 clusters Score -426299.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -426323.812500 Penalty: 3822.256836
	Iteration 9Q: 3 clusters Score -426323.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -426344.531250 Penalty: 3822.256836
	Iteration 10Q: 3 clusters Score -426344.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -426364.000000 Penalty: 3822.256836
	Iteration 11Q: 3 clusters Score -426364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -426386.937500 Penalty: 3822.256836
	Iteration 12Q: 3 clusters Score -426386.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -426402.656250 Penalty: 3822.256836
	Iteration 13Q: 3 clusters Score -426402.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -426417.593750 Penalty: 3822.256836
	Iteration 14Q: 3 clusters Score -426417.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -426430.281250 Penalty: 3822.256836
	Iteration 15Q: 3 clusters Score -426430.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -426438.031250 Penalty: 3822.256836
	Iteration 16Q: 3 clusters Score -426438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -426443.656250 Penalty: 3822.256836
	Iteration 17Q: 3 clusters Score -426443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -426447.468750 Penalty: 3822.256836
	Iteration 18Q: 3 clusters Score -426447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -426448.593750 Penalty: 3822.256836
	Iteration 19Q: 3 clusters Score -426448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -426448.843750 Penalty: 3822.256836
	Iteration 20F: 3 clusters Score -426448.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Entering Unmasked Estep 
Score: -956032.187500 Penalty: 2111.618408
	Iteration 0F: 2 clusters Score -956032.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -951482.187500 Penalty: 4223.236816
	Iteration 0F: 3 clusters Score -951482.2 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -952556.125000 Penalty: 4223.236816
	Iteration 1F: 3 clusters Score -952556.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -952768.312500 Penalty: 4223.236816
	Iteration 2F: 3 clusters Score -952768.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -952910.125000 Penalty: 4223.236816
	Iteration 3F: 3 clusters Score -952910.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -952996.687500 Penalty: 4223.236816
	Iteration 4Q: 3 clusters Score -952996.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -953068.437500 Penalty: 4223.236816
	Iteration 5Q: 3 clusters Score -953068.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -953128.250000 Penalty: 4223.236816
	Iteration 6Q: 3 clusters Score -953128.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -953185.312500 Penalty: 4223.236816
	Iteration 7Q: 3 clusters Score -953185.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -953240.875000 Penalty: 4223.236816
	Iteration 8Q: 3 clusters Score -953240.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -953285.937500 Penalty: 4223.236816
	Iteration 9Q: 3 clusters Score -953285.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -953324.750000 Penalty: 4223.236816
	Iteration 10Q: 3 clusters Score -953324.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -953373.062500 Penalty: 4223.236816
	Iteration 11Q: 3 clusters Score -953373.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -953428.875000 Penalty: 4223.236816
	Iteration 12Q: 3 clusters Score -953428.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -953491.687500 Penalty: 4223.236816
	Iteration 13Q: 3 clusters Score -953491.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -953544.062500 Penalty: 4223.236816
	Iteration 14Q: 3 clusters Score -953544.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -953595.250000 Penalty: 4223.236816
	Iteration 15Q: 3 clusters Score -953595.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -953650.062500 Penalty: 4223.236816
	Iteration 16Q: 3 clusters Score -953650.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -953700.500000 Penalty: 4223.236816
	Iteration 17Q: 3 clusters Score -953700.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -953765.000000 Penalty: 4223.236816
	Iteration 18Q: 3 clusters Score -953765 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -953815.062500 Penalty: 4223.236816
	Iteration 19Q: 3 clusters Score -953815.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -953866.250000 Penalty: 4223.236816
	Iteration 20F: 3 clusters Score -953866.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -953906.875000 Penalty: 4223.236816
	Iteration 21Q: 3 clusters Score -953906.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -953936.375000 Penalty: 4223.236816
	Iteration 22Q: 3 clusters Score -953936.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -953965.812500 Penalty: 4223.236816
	Iteration 23Q: 3 clusters Score -953965.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -954002.812500 Penalty: 4223.236816
	Iteration 24Q: 3 clusters Score -954002.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -954038.000000 Penalty: 4223.236816
	Iteration 25Q: 3 clusters Score -954038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -954077.750000 Penalty: 4223.236816
	Iteration 26Q: 3 clusters Score -954077.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -954115.000000 Penalty: 4223.236816
	Iteration 27Q: 3 clusters Score -954115 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -954153.187500 Penalty: 4223.236816
	Iteration 28Q: 3 clusters Score -954153.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -954199.250000 Penalty: 4223.236816
	Iteration 29Q: 3 clusters Score -954199.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -954240.625000 Penalty: 4223.236816
	Iteration 30Q: 3 clusters Score -954240.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -954264.812500 Penalty: 4223.236816
	Iteration 31Q: 3 clusters Score -954264.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -954280.312500 Penalty: 4223.236816
	Iteration 32Q: 3 clusters Score -954280.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -954288.812500 Penalty: 4223.236816
	Iteration 33Q: 3 clusters Score -954288.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -954294.562500 Penalty: 4223.236816
	Iteration 34Q: 3 clusters Score -954294.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -954295.000000 Penalty: 4223.236816
	Iteration 35Q: 3 clusters Score -954295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -954297.437500 Penalty: 4223.236816
	Iteration 36Q: 3 clusters Score -954297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -954298.437500 Penalty: 4223.236816
	Iteration 37Q: 3 clusters Score -954298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -954299.812500 Penalty: 4223.236816
	Iteration 38Q: 3 clusters Score -954299.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -954299.812500 Penalty: 4223.236816
	Iteration 39F: 3 clusters Score -954299.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -52259.222656 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -52259.22 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 212 members 
Entering Unmasked Estep 
Score: -51001.562500 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -51001.56 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51315.242188 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -51315.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51481.265625 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -51481.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51598.000000 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -51598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51680.933594 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -51680.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51725.355469 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -51725.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51766.937500 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -51766.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51779.863281 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -51779.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51780.910156 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -51780.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51780.910156 Penalty: 2982.802734
	Iteration 9F: 3 clusters Score -51780.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1253396.375000 Penalty: 2180.853516
	Iteration 0F: 2 clusters Score -1253396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1247860.250000 Penalty: 4361.707031
	Iteration 0F: 3 clusters Score -1247860 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1249445.500000 Penalty: 4361.707031
	Iteration 1F: 3 clusters Score -1249446 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1249936.500000 Penalty: 4361.707031
	Iteration 2F: 3 clusters Score -1249936 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1250436.625000 Penalty: 4361.707031
	Iteration 3F: 3 clusters Score -1250437 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1250897.500000 Penalty: 4361.707031
	Iteration 4F: 3 clusters Score -1250898 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1251330.375000 Penalty: 4361.707031
	Iteration 5F: 3 clusters Score -1251330 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1251722.000000 Penalty: 4361.707031
	Iteration 6F: 3 clusters Score -1251722 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1252035.125000 Penalty: 4361.707031
	Iteration 7F: 3 clusters Score -1252035 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1252256.750000 Penalty: 4361.707031
	Iteration 8Q: 3 clusters Score -1252257 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1252411.000000 Penalty: 4361.707031
	Iteration 9Q: 3 clusters Score -1252411 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1252526.625000 Penalty: 4361.707031
	Iteration 10Q: 3 clusters Score -1252527 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1252616.750000 Penalty: 4361.707031
	Iteration 11Q: 3 clusters Score -1252617 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1252668.875000 Penalty: 4361.707031
	Iteration 12Q: 3 clusters Score -1252669 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1252712.125000 Penalty: 4361.707031
	Iteration 13Q: 3 clusters Score -1252712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1252756.375000 Penalty: 4361.707031
	Iteration 14Q: 3 clusters Score -1252756 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1252803.000000 Penalty: 4361.707031
	Iteration 15Q: 3 clusters Score -1252803 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1252832.875000 Penalty: 4361.707031
	Iteration 16Q: 3 clusters Score -1252833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1252851.250000 Penalty: 4361.707031
	Iteration 17Q: 3 clusters Score -1252851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1252870.000000 Penalty: 4361.707031
	Iteration 18Q: 3 clusters Score -1252870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1252879.125000 Penalty: 4361.707031
	Iteration 19Q: 3 clusters Score -1252879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1252882.750000 Penalty: 4361.707031
	Iteration 20F: 3 clusters Score -1252883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1252884.000000 Penalty: 4361.707031
	Iteration 21Q: 3 clusters Score -1252884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1252885.375000 Penalty: 4361.707031
	Iteration 22Q: 3 clusters Score -1252885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1252889.750000 Penalty: 4361.707031
	Iteration 23Q: 3 clusters Score -1252890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1252891.000000 Penalty: 4361.707031
	Iteration 24Q: 3 clusters Score -1252891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1252892.000000 Penalty: 4361.707031
	Iteration 25Q: 3 clusters Score -1252892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1252895.000000 Penalty: 4361.707031
	Iteration 26Q: 3 clusters Score -1252895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1252896.375000 Penalty: 4361.707031
	Iteration 27Q: 3 clusters Score -1252896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1252897.000000 Penalty: 4361.707031
	Iteration 28Q: 3 clusters Score -1252897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1252897.500000 Penalty: 4361.707031
	Iteration 29Q: 3 clusters Score -1252898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1252898.125000 Penalty: 4361.707031
	Iteration 30Q: 3 clusters Score -1252898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1252898.125000 Penalty: 4361.707031
	Iteration 31F: 3 clusters Score -1252898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Entering Unmasked Estep 
Score: -1960611.375000 Penalty: 2274.144043
	Iteration 0F: 2 clusters Score -1960611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1953199.125000 Penalty: 4548.288086
	Iteration 0F: 3 clusters Score -1953199 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1955432.875000 Penalty: 4548.288086
	Iteration 1F: 3 clusters Score -1955433 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1955839.625000 Penalty: 4548.288086
	Iteration 2F: 3 clusters Score -1955840 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1956154.375000 Penalty: 4548.288086
	Iteration 3F: 3 clusters Score -1956154 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1956397.250000 Penalty: 4548.288086
	Iteration 4Q: 3 clusters Score -1956397 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1956618.500000 Penalty: 4548.288086
	Iteration 5Q: 3 clusters Score -1956618 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1956806.750000 Penalty: 4548.288086
	Iteration 6Q: 3 clusters Score -1956807 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1956943.250000 Penalty: 4548.288086
	Iteration 7Q: 3 clusters Score -1956943 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1957052.875000 Penalty: 4548.288086
	Iteration 8Q: 3 clusters Score -1957053 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1957127.375000 Penalty: 4548.288086
	Iteration 9Q: 3 clusters Score -1957127 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1957182.000000 Penalty: 4548.288086
	Iteration 10Q: 3 clusters Score -1957182 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1957224.375000 Penalty: 4548.288086
	Iteration 11Q: 3 clusters Score -1957224 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1957243.250000 Penalty: 4548.288086
	Iteration 12Q: 3 clusters Score -1957243 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1957271.375000 Penalty: 4548.288086
	Iteration 13Q: 3 clusters Score -1957271 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1957297.000000 Penalty: 4548.288086
	Iteration 14Q: 3 clusters Score -1957297 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1957314.125000 Penalty: 4548.288086
	Iteration 15Q: 3 clusters Score -1957314 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1957337.750000 Penalty: 4548.288086
	Iteration 16Q: 3 clusters Score -1957338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1957354.125000 Penalty: 4548.288086
	Iteration 17Q: 3 clusters Score -1957354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1957365.375000 Penalty: 4548.288086
	Iteration 18Q: 3 clusters Score -1957365 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1957377.375000 Penalty: 4548.288086
	Iteration 19Q: 3 clusters Score -1957377 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1957389.375000 Penalty: 4548.288086
	Iteration 20F: 3 clusters Score -1957389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1957395.500000 Penalty: 4548.288086
	Iteration 21Q: 3 clusters Score -1957396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1957405.000000 Penalty: 4548.288086
	Iteration 22Q: 3 clusters Score -1957405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1957406.875000 Penalty: 4548.288086
	Iteration 23Q: 3 clusters Score -1957407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1957411.625000 Penalty: 4548.288086
	Iteration 24Q: 3 clusters Score -1957412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1957422.125000 Penalty: 4548.288086
	Iteration 25Q: 3 clusters Score -1957422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1957421.875000 Penalty: 4548.288086
	Iteration 26Q: 3 clusters Score -1957422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1957433.000000 Penalty: 4548.288086
	Iteration 27Q: 3 clusters Score -1957433 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1957443.250000 Penalty: 4548.288086
	Iteration 28Q: 3 clusters Score -1957443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1957445.000000 Penalty: 4548.288086
	Iteration 29Q: 3 clusters Score -1957445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1957455.125000 Penalty: 4548.288086
	Iteration 30Q: 3 clusters Score -1957455 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1957461.875000 Penalty: 4548.288086
	Iteration 31Q: 3 clusters Score -1957462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1957470.875000 Penalty: 4548.288086
	Iteration 32Q: 3 clusters Score -1957471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1957483.625000 Penalty: 4548.288086
	Iteration 33Q: 3 clusters Score -1957484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1957488.250000 Penalty: 4548.288086
	Iteration 34Q: 3 clusters Score -1957488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1957497.875000 Penalty: 4548.288086
	Iteration 35Q: 3 clusters Score -1957498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1957501.875000 Penalty: 4548.288086
	Iteration 36Q: 3 clusters Score -1957502 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1957518.125000 Penalty: 4548.288086
	Iteration 37Q: 3 clusters Score -1957518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1957523.000000 Penalty: 4548.288086
	Iteration 38Q: 3 clusters Score -1957523 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1957530.750000 Penalty: 4548.288086
	Iteration 39Q: 3 clusters Score -1957531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1957539.500000 Penalty: 4548.288086
	Iteration 40F: 3 clusters Score -1957540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1957550.000000 Penalty: 4548.288086
	Iteration 41Q: 3 clusters Score -1957550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1957565.000000 Penalty: 4548.288086
	Iteration 42Q: 3 clusters Score -1957565 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1957587.750000 Penalty: 4548.288086
	Iteration 43Q: 3 clusters Score -1957588 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1957600.000000 Penalty: 4548.288086
	Iteration 44Q: 3 clusters Score -1957600 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1957620.375000 Penalty: 4548.288086
	Iteration 45Q: 3 clusters Score -1957620 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1957642.750000 Penalty: 4548.288086
	Iteration 46Q: 3 clusters Score -1957643 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1957672.375000 Penalty: 4548.288086
	Iteration 47Q: 3 clusters Score -1957672 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1957707.750000 Penalty: 4548.288086
	Iteration 48Q: 3 clusters Score -1957708 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1957742.875000 Penalty: 4548.288086
	Iteration 49Q: 3 clusters Score -1957743 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1957789.375000 Penalty: 4548.288086
	Iteration 50Q: 3 clusters Score -1957789 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1957856.500000 Penalty: 4548.288086
	Iteration 51Q: 3 clusters Score -1957856 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1957940.000000 Penalty: 4548.288086
	Iteration 52Q: 3 clusters Score -1957940 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1958050.750000 Penalty: 4548.288086
	Iteration 53Q: 3 clusters Score -1958051 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1958156.750000 Penalty: 4548.288086
	Iteration 54Q: 3 clusters Score -1958157 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1958272.250000 Penalty: 4548.288086
	Iteration 55Q: 3 clusters Score -1958272 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1958389.750000 Penalty: 4548.288086
	Iteration 56Q: 3 clusters Score -1958390 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1958500.875000 Penalty: 4548.288086
	Iteration 57Q: 3 clusters Score -1958501 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1958626.750000 Penalty: 4548.288086
	Iteration 58Q: 3 clusters Score -1958627 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1958749.875000 Penalty: 4548.288086
	Iteration 59Q: 3 clusters Score -1958750 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1958911.375000 Penalty: 4548.288086
	Iteration 60F: 3 clusters Score -1958911 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1959068.375000 Penalty: 4548.288086
	Iteration 61Q: 3 clusters Score -1959068 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1959180.375000 Penalty: 4548.288086
	Iteration 62Q: 3 clusters Score -1959180 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1959251.375000 Penalty: 4548.288086
	Iteration 63Q: 3 clusters Score -1959251 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1959309.625000 Penalty: 4548.288086
	Iteration 64Q: 3 clusters Score -1959310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1959339.250000 Penalty: 4548.288086
	Iteration 65Q: 3 clusters Score -1959339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1959356.125000 Penalty: 4548.288086
	Iteration 66Q: 3 clusters Score -1959356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1959363.625000 Penalty: 4548.288086
	Iteration 67Q: 3 clusters Score -1959364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1959375.375000 Penalty: 4548.288086
	Iteration 68Q: 3 clusters Score -1959375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1959390.250000 Penalty: 4548.288086
	Iteration 69Q: 3 clusters Score -1959390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1959395.375000 Penalty: 4548.288086
	Iteration 70Q: 3 clusters Score -1959395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1959411.250000 Penalty: 4548.288086
	Iteration 71Q: 3 clusters Score -1959411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1959413.375000 Penalty: 4548.288086
	Iteration 72Q: 3 clusters Score -1959413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1959420.250000 Penalty: 4548.288086
	Iteration 73Q: 3 clusters Score -1959420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1959419.750000 Penalty: 4548.288086
	Iteration 74Q: 3 clusters Score -1959420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1959423.375000 Penalty: 4548.288086
	Iteration 75Q: 3 clusters Score -1959423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1959423.375000 Penalty: 4548.288086
	Iteration 76F: 3 clusters Score -1959423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Entering Unmasked Estep 
Score: -985245.250000 Penalty: 2114.584229
	Iteration 0F: 2 clusters Score -985245.2 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 2509 members 
Entering Unmasked Estep 
Score: -980670.125000 Penalty: 4229.168457
	Iteration 0F: 3 clusters Score -980670.1 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -981836.062500 Penalty: 4229.168457
	Iteration 1F: 3 clusters Score -981836.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -982240.937500 Penalty: 4229.168457
	Iteration 2F: 3 clusters Score -982240.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -982607.125000 Penalty: 4229.168457
	Iteration 3F: 3 clusters Score -982607.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -982974.250000 Penalty: 4229.168457
	Iteration 4F: 3 clusters Score -982974.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -983272.437500 Penalty: 4229.168457
	Iteration 5F: 3 clusters Score -983272.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -983485.187500 Penalty: 4229.168457
	Iteration 6Q: 3 clusters Score -983485.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -983652.500000 Penalty: 4229.168457
	Iteration 7Q: 3 clusters Score -983652.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -983793.187500 Penalty: 4229.168457
	Iteration 8Q: 3 clusters Score -983793.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -983918.625000 Penalty: 4229.168457
	Iteration 9Q: 3 clusters Score -983918.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -984039.187500 Penalty: 4229.168457
	Iteration 10Q: 3 clusters Score -984039.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -984163.062500 Penalty: 4229.168457
	Iteration 11Q: 3 clusters Score -984163.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -984273.187500 Penalty: 4229.168457
	Iteration 12Q: 3 clusters Score -984273.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -984375.312500 Penalty: 4229.168457
	Iteration 13Q: 3 clusters Score -984375.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -984458.312500 Penalty: 4229.168457
	Iteration 14Q: 3 clusters Score -984458.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -984506.437500 Penalty: 4229.168457
	Iteration 15Q: 3 clusters Score -984506.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -984551.562500 Penalty: 4229.168457
	Iteration 16Q: 3 clusters Score -984551.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -984582.562500 Penalty: 4229.168457
	Iteration 17Q: 3 clusters Score -984582.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -984610.187500 Penalty: 4229.168457
	Iteration 18Q: 3 clusters Score -984610.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -984625.750000 Penalty: 4229.168457
	Iteration 19Q: 3 clusters Score -984625.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -984637.062500 Penalty: 4229.168457
	Iteration 20F: 3 clusters Score -984637.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -984647.500000 Penalty: 4229.168457
	Iteration 21Q: 3 clusters Score -984647.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -984661.250000 Penalty: 4229.168457
	Iteration 22Q: 3 clusters Score -984661.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -984671.875000 Penalty: 4229.168457
	Iteration 23Q: 3 clusters Score -984671.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -984680.187500 Penalty: 4229.168457
	Iteration 24Q: 3 clusters Score -984680.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -984686.125000 Penalty: 4229.168457
	Iteration 25Q: 3 clusters Score -984686.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -984692.312500 Penalty: 4229.168457
	Iteration 26Q: 3 clusters Score -984692.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -984705.437500 Penalty: 4229.168457
	Iteration 27Q: 3 clusters Score -984705.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -984721.937500 Penalty: 4229.168457
	Iteration 28Q: 3 clusters Score -984721.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -984743.250000 Penalty: 4229.168457
	Iteration 29Q: 3 clusters Score -984743.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -984776.187500 Penalty: 4229.168457
	Iteration 30Q: 3 clusters Score -984776.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -984810.500000 Penalty: 4229.168457
	Iteration 31Q: 3 clusters Score -984810.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -984840.250000 Penalty: 4229.168457
	Iteration 32Q: 3 clusters Score -984840.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -984872.437500 Penalty: 4229.168457
	Iteration 33Q: 3 clusters Score -984872.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -984917.500000 Penalty: 4229.168457
	Iteration 34Q: 3 clusters Score -984917.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -984959.687500 Penalty: 4229.168457
	Iteration 35Q: 3 clusters Score -984959.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -984994.312500 Penalty: 4229.168457
	Iteration 36Q: 3 clusters Score -984994.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -985013.750000 Penalty: 4229.168457
	Iteration 37Q: 3 clusters Score -985013.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -985024.375000 Penalty: 4229.168457
	Iteration 38Q: 3 clusters Score -985024.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -985028.125000 Penalty: 4229.168457
	Iteration 39Q: 3 clusters Score -985028.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -985036.687500 Penalty: 4229.168457
	Iteration 40F: 3 clusters Score -985036.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -985044.312500 Penalty: 4229.168457
	Iteration 41Q: 3 clusters Score -985044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -985044.625000 Penalty: 4229.168457
	Iteration 42Q: 3 clusters Score -985044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -985044.437500 Penalty: 4229.168457
	Iteration 43Q: 3 clusters Score -985044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -985045.312500 Penalty: 4229.168457
	Iteration 44Q: 3 clusters Score -985045.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -985045.312500 Penalty: 4229.168457
	Iteration 45F: 3 clusters Score -985045.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -539876.062500 Penalty: 1987.391113
	Iteration 0F: 2 clusters Score -539876.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -536629.500000 Penalty: 3974.782227
	Iteration 0F: 3 clusters Score -536629.5 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -537501.062500 Penalty: 3974.782227
	Iteration 1F: 3 clusters Score -537501.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -538052.500000 Penalty: 3974.782227
	Iteration 2F: 3 clusters Score -538052.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -538644.125000 Penalty: 3974.782227
	Iteration 3F: 3 clusters Score -538644.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -539166.312500 Penalty: 3974.782227
	Iteration 4F: 3 clusters Score -539166.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -539620.812500 Penalty: 3974.782227
	Iteration 5F: 3 clusters Score -539620.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -539887.125000 Penalty: 3974.782227
	Iteration 6F: 3 clusters Score -539887.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -540037.812500 Penalty: 3974.782227
	Iteration 7Q: 3 clusters Score -540037.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -540107.500000 Penalty: 3974.782227
	Iteration 8Q: 3 clusters Score -540107.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -540157.125000 Penalty: 3974.782227
	Iteration 9Q: 3 clusters Score -540157.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -540190.562500 Penalty: 3974.782227
	Iteration 10Q: 3 clusters Score -540190.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -540206.937500 Penalty: 3974.782227
	Iteration 11Q: 3 clusters Score -540206.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -540222.500000 Penalty: 3974.782227
	Iteration 12Q: 3 clusters Score -540222.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -540232.562500 Penalty: 3974.782227
	Iteration 13Q: 3 clusters Score -540232.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -540239.312500 Penalty: 3974.782227
	Iteration 14Q: 3 clusters Score -540239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -540242.625000 Penalty: 3974.782227
	Iteration 15Q: 3 clusters Score -540242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -540248.375000 Penalty: 3974.782227
	Iteration 16Q: 3 clusters Score -540248.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -540253.500000 Penalty: 3974.782227
	Iteration 17Q: 3 clusters Score -540253.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -540257.500000 Penalty: 3974.782227
	Iteration 18Q: 3 clusters Score -540257.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -540259.937500 Penalty: 3974.782227
	Iteration 19Q: 3 clusters Score -540259.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -540262.187500 Penalty: 3974.782227
	Iteration 20F: 3 clusters Score -540262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -540265.500000 Penalty: 3974.782227
	Iteration 21Q: 3 clusters Score -540265.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -540269.750000 Penalty: 3974.782227
	Iteration 22Q: 3 clusters Score -540269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -540270.437500 Penalty: 3974.782227
	Iteration 23Q: 3 clusters Score -540270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -540270.437500 Penalty: 3974.782227
	Iteration 24F: 3 clusters Score -540270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 14826 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 23167 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14439 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9604 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 17 contains 36779 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13234 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3844 members 
Mstep: Class 29 contains 20855 members 
Mstep: Class 30 contains 44197 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19239 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17075 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21110 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17479 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 20619 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8797 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26814 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 30010 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 1224 members 
Entering Unmasked Estep 
Score: -84212680.000000 Penalty: 177084.234375
Splitting cluster 16 changes total score from -84213568.000000 to -84212680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (36779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Entering Unmasked Estep 
Score: -7194225.000000 Penalty: 2607.145020
	Iteration 0F: 2 clusters Score -7194225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -7173654.000000 Penalty: 5214.290039
	Iteration 0F: 3 clusters Score -7173654 nChanged 16874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -7182946.500000 Penalty: 5214.290039
	Iteration 1F: 3 clusters Score -7182946 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -7183468.500000 Penalty: 5214.290039
	Iteration 2Q: 3 clusters Score -7183468 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -7183895.000000 Penalty: 5214.290039
	Iteration 3Q: 3 clusters Score -7183895 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -7184249.000000 Penalty: 5214.290039
	Iteration 4Q: 3 clusters Score -7184249 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -7184601.000000 Penalty: 5214.290039
	Iteration 5Q: 3 clusters Score -7184601 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -7185025.500000 Penalty: 5214.290039
	Iteration 6Q: 3 clusters Score -7185026 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -7185527.000000 Penalty: 5214.290039
	Iteration 7Q: 3 clusters Score -7185527 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -7186020.000000 Penalty: 5214.290039
	Iteration 8Q: 3 clusters Score -7186020 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -7186824.500000 Penalty: 5214.290039
	Iteration 9Q: 3 clusters Score -7186824 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -7187820.000000 Penalty: 5214.290039
	Iteration 10Q: 3 clusters Score -7187820 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -7189305.500000 Penalty: 5214.290039
	Iteration 11F: 3 clusters Score -7189306 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -7190823.500000 Penalty: 5214.290039
	Iteration 12F: 3 clusters Score -7190824 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -7191767.500000 Penalty: 5214.290039
	Iteration 13Q: 3 clusters Score -7191768 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -7192354.500000 Penalty: 5214.290039
	Iteration 14Q: 3 clusters Score -7192354 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -7192913.000000 Penalty: 5214.290039
	Iteration 15Q: 3 clusters Score -7192913 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -7193439.500000 Penalty: 5214.290039
	Iteration 16Q: 3 clusters Score -7193440 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -7193841.000000 Penalty: 5214.290039
	Iteration 17Q: 3 clusters Score -7193841 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -7194181.000000 Penalty: 5214.290039
	Iteration 18Q: 3 clusters Score -7194181 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -7194427.000000 Penalty: 5214.290039
	Iteration 19Q: 3 clusters Score -7194427 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -7194645.000000 Penalty: 5214.290039
	Iteration 20F: 3 clusters Score -7194645 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -7194798.500000 Penalty: 5214.290039
	Iteration 21Q: 3 clusters Score -7194798 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -7194944.500000 Penalty: 5214.290039
	Iteration 22Q: 3 clusters Score -7194944 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -7195042.000000 Penalty: 5214.290039
	Iteration 23Q: 3 clusters Score -7195042 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -7195142.000000 Penalty: 5214.290039
	Iteration 24Q: 3 clusters Score -7195142 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -7195208.000000 Penalty: 5214.290039
	Iteration 25Q: 3 clusters Score -7195208 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -7195292.000000 Penalty: 5214.290039
	Iteration 26Q: 3 clusters Score -7195292 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -7195321.500000 Penalty: 5214.290039
	Iteration 27Q: 3 clusters Score -7195322 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -7195320.000000 Penalty: 5214.290039
	Iteration 28Q: 3 clusters Score -7195320 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -7195379.500000 Penalty: 5214.290039
	Iteration 29Q: 3 clusters Score -7195380 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -7195378.500000 Penalty: 5214.290039
	Iteration 30Q: 3 clusters Score -7195378 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -7195371.500000 Penalty: 5214.290039
	Iteration 31Q: 3 clusters Score -7195372 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -7195382.000000 Penalty: 5214.290039
	Iteration 32Q: 3 clusters Score -7195382 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -7195409.000000 Penalty: 5214.290039
	Iteration 33Q: 3 clusters Score -7195409 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -7195448.500000 Penalty: 5214.290039
	Iteration 34Q: 3 clusters Score -7195448 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -7195479.000000 Penalty: 5214.290039
	Iteration 35Q: 3 clusters Score -7195479 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -7195475.500000 Penalty: 5214.290039
	Iteration 36Q: 3 clusters Score -7195476 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -7195497.000000 Penalty: 5214.290039
	Iteration 37Q: 3 clusters Score -7195497 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -7195505.500000 Penalty: 5214.290039
	Iteration 38Q: 3 clusters Score -7195506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -7195521.500000 Penalty: 5214.290039
	Iteration 39Q: 3 clusters Score -7195522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -7195522.000000 Penalty: 5214.290039
	Iteration 40F: 3 clusters Score -7195522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -7195532.000000 Penalty: 5214.290039
	Iteration 41Q: 3 clusters Score -7195532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -7195532.000000 Penalty: 5214.290039
	Iteration 42Q: 3 clusters Score -7195532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -7195545.000000 Penalty: 5214.290039
	Iteration 43Q: 3 clusters Score -7195545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -7195542.000000 Penalty: 5214.290039
	Iteration 44Q: 3 clusters Score -7195542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -7195546.500000 Penalty: 5214.290039
	Iteration 45Q: 3 clusters Score -7195546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -7195563.000000 Penalty: 5214.290039
	Iteration 46Q: 3 clusters Score -7195563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -7195564.500000 Penalty: 5214.290039
	Iteration 47Q: 3 clusters Score -7195564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -7195576.500000 Penalty: 5214.290039
	Iteration 48Q: 3 clusters Score -7195576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -7195575.500000 Penalty: 5214.290039
	Iteration 49Q: 3 clusters Score -7195576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -7195565.500000 Penalty: 5214.290039
	Iteration 50Q: 3 clusters Score -7195566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -7195566.000000 Penalty: 5214.290039
	Iteration 51Q: 3 clusters Score -7195566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -7195560.500000 Penalty: 5214.290039
	Iteration 52Q: 3 clusters Score -7195560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -7195562.000000 Penalty: 5214.290039
	Iteration 53Q: 3 clusters Score -7195562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -7195562.000000 Penalty: 5214.290039
	Iteration 54Q: 3 clusters Score -7195562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -7195571.000000 Penalty: 5214.290039
	Iteration 55Q: 3 clusters Score -7195571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -7195576.000000 Penalty: 5214.290039
	Iteration 56Q: 3 clusters Score -7195576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -7195579.500000 Penalty: 5214.290039
	Iteration 57Q: 3 clusters Score -7195580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -7195574.500000 Penalty: 5214.290039
	Iteration 58Q: 3 clusters Score -7195574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -7195582.500000 Penalty: 5214.290039
	Iteration 59Q: 3 clusters Score -7195582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -7195580.000000 Penalty: 5214.290039
	Iteration 60F: 3 clusters Score -7195580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -7195576.000000 Penalty: 5214.290039
	Iteration 61Q: 3 clusters Score -7195576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -7195573.000000 Penalty: 5214.290039
	Iteration 62Q: 3 clusters Score -7195573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -7195579.500000 Penalty: 5214.290039
	Iteration 63Q: 3 clusters Score -7195580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -7195581.000000 Penalty: 5214.290039
	Iteration 64Q: 3 clusters Score -7195581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -7195585.000000 Penalty: 5214.290039
	Iteration 65Q: 3 clusters Score -7195585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -7195589.000000 Penalty: 5214.290039
	Iteration 66Q: 3 clusters Score -7195589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -7195576.000000 Penalty: 5214.290039
	Iteration 67Q: 3 clusters Score -7195576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -7195588.500000 Penalty: 5214.290039
	Iteration 68Q: 3 clusters Score -7195588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -7195591.000000 Penalty: 5214.290039
	Iteration 69Q: 3 clusters Score -7195591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -7195594.500000 Penalty: 5214.290039
	Iteration 70Q: 3 clusters Score -7195594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -7195590.500000 Penalty: 5214.290039
	Iteration 71Q: 3 clusters Score -7195590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -7195584.000000 Penalty: 5214.290039
	Iteration 72Q: 3 clusters Score -7195584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -7195600.000000 Penalty: 5214.290039
	Iteration 73Q: 3 clusters Score -7195600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -7195603.500000 Penalty: 5214.290039
	Iteration 74Q: 3 clusters Score -7195604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -7195599.000000 Penalty: 5214.290039
	Iteration 75Q: 3 clusters Score -7195599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -7195596.000000 Penalty: 5214.290039
	Iteration 76Q: 3 clusters Score -7195596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -7195600.500000 Penalty: 5214.290039
	Iteration 77Q: 3 clusters Score -7195600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -7195596.000000 Penalty: 5214.290039
	Iteration 78Q: 3 clusters Score -7195596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -7195593.000000 Penalty: 5214.290039
	Iteration 79Q: 3 clusters Score -7195593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -7195594.000000 Penalty: 5214.290039
	Iteration 80F: 3 clusters Score -7195594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -7195591.500000 Penalty: 5214.290039
	Iteration 81Q: 3 clusters Score -7195592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -7195588.500000 Penalty: 5214.290039
	Iteration 82Q: 3 clusters Score -7195588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -7195592.000000 Penalty: 5214.290039
	Iteration 83Q: 3 clusters Score -7195592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -7195593.000000 Penalty: 5214.290039
	Iteration 84Q: 3 clusters Score -7195593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -7195597.500000 Penalty: 5214.290039
	Iteration 85Q: 3 clusters Score -7195598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -7195592.500000 Penalty: 5214.290039
	Iteration 86Q: 3 clusters Score -7195592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -7195591.000000 Penalty: 5214.290039
	Iteration 87Q: 3 clusters Score -7195591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -7195591.500000 Penalty: 5214.290039
	Iteration 88Q: 3 clusters Score -7195592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -7195591.500000 Penalty: 5214.290039
	Iteration 89F: 3 clusters Score -7195592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 14826 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 23167 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14439 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9604 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 17141 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13234 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3844 members 
Mstep: Class 29 contains 20855 members 
Mstep: Class 30 contains 44197 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19239 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17075 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21110 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17479 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 20619 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8797 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26814 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 30010 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 19638 members 
Entering Unmasked Estep 
Score: -84214488.000000 Penalty: 177084.234375
Splitting cluster 17 changes total score from -84213568.000000 to -84214488.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 18 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -26256.578125 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -26256.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25279.357422 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -25279.36 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25722.802734 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -25722.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26089.701172 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -26089.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26378.414062 Penalty: 2812.260986
	Iteration 3F: 3 clusters Score -26378.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26483.658203 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -26483.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26555.097656 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -26555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26562.408203 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -26562.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26573.095703 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -26573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26615.679688 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -26615.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26651.429688 Penalty: 2812.260986
	Iteration 9Q: 3 clusters Score -26651.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26704.832031 Penalty: 2812.260986
	Iteration 10Q: 3 clusters Score -26704.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26707.402344 Penalty: 2812.260986
	Iteration 11F: 3 clusters Score -26707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26748.003906 Penalty: 2812.260986
	Iteration 12Q: 3 clusters Score -26748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26748.003906 Penalty: 2812.260986
	Iteration 13F: 3 clusters Score -26748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 14826 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 23167 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14439 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9604 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 17141 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13234 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3844 members 
Mstep: Class 29 contains 20855 members 
Mstep: Class 30 contains 44197 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19239 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17075 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21110 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17479 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 20619 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8797 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26814 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 30010 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 19638 members 
Mstep: Class 56 contains 161 members 
Entering Unmasked Estep 
Score: -84213208.000000 Penalty: 180303.937500
Splitting cluster 18 changes total score from -84213568.000000 to -84213208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -127051.679688 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -127051.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -125350.531250 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -125350.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -125613.585938 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -125613.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -125716.898438 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -125716.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -125823.335938 Penalty: 3261.928711
	Iteration 3F: 3 clusters Score -125823.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -125937.125000 Penalty: 3261.928711
	Iteration 4F: 3 clusters Score -125937.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -126024.078125 Penalty: 3261.928711
	Iteration 5Q: 3 clusters Score -126024.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -126161.203125 Penalty: 3261.928711
	Iteration 6F: 3 clusters Score -126161.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -126285.320312 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -126285.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -126383.539062 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -126383.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -126484.476562 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -126484.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -126569.218750 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -126569.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -126640.960938 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -126641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -126663.656250 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -126663.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -126673.921875 Penalty: 3261.928711
	Iteration 13Q: 3 clusters Score -126673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126678.421875 Penalty: 3261.928711
	Iteration 14Q: 3 clusters Score -126678.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126678.421875 Penalty: 3261.928711
	Iteration 15F: 3 clusters Score -126678.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -46633.843750 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -46633.84 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 144 members 
Entering Unmasked Estep 
Score: -45429.851562 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -45429.85 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45621.574219 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -45621.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -45679.351562 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -45679.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -45704.058594 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -45704.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -45711.535156 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -45711.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -45716.062500 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -45716.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -45716.062500 Penalty: 2837.274658
	Iteration 6F: 3 clusters Score -45716.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -94776.085938 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -94776.09 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 267 members 
Entering Unmasked Estep 
Score: -93312.250000 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -93312.25 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -93505.085938 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -93505.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -93579.453125 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -93579.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -93620.257812 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -93620.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -93639.890625 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -93639.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -93650.890625 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -93650.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -93650.890625 Penalty: 3129.719482
	Iteration 6F: 3 clusters Score -93650.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Entering Unmasked Estep 
Score: -2602626.500000 Penalty: 2353.655029
	Iteration 0F: 2 clusters Score -2602626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2592910.000000 Penalty: 4707.310059
	Iteration 0F: 3 clusters Score -2592910 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2595794.250000 Penalty: 4707.310059
	Iteration 1F: 3 clusters Score -2595794 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2596053.750000 Penalty: 4707.310059
	Iteration 2F: 3 clusters Score -2596054 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2596277.250000 Penalty: 4707.310059
	Iteration 3Q: 3 clusters Score -2596277 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2596453.750000 Penalty: 4707.310059
	Iteration 4Q: 3 clusters Score -2596454 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2596628.000000 Penalty: 4707.310059
	Iteration 5Q: 3 clusters Score -2596628 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2596839.500000 Penalty: 4707.310059
	Iteration 6Q: 3 clusters Score -2596840 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2597116.750000 Penalty: 4707.310059
	Iteration 7Q: 3 clusters Score -2597117 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2597408.000000 Penalty: 4707.310059
	Iteration 8Q: 3 clusters Score -2597408 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2597771.500000 Penalty: 4707.310059
	Iteration 9Q: 3 clusters Score -2597772 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2598212.250000 Penalty: 4707.310059
	Iteration 10Q: 3 clusters Score -2598212 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2598697.250000 Penalty: 4707.310059
	Iteration 11Q: 3 clusters Score -2598697 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2599240.000000 Penalty: 4707.310059
	Iteration 12Q: 3 clusters Score -2599240 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2599686.500000 Penalty: 4707.310059
	Iteration 13Q: 3 clusters Score -2599686 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2599993.500000 Penalty: 4707.310059
	Iteration 14Q: 3 clusters Score -2599994 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2600182.500000 Penalty: 4707.310059
	Iteration 15Q: 3 clusters Score -2600182 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2600284.000000 Penalty: 4707.310059
	Iteration 16Q: 3 clusters Score -2600284 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2600333.250000 Penalty: 4707.310059
	Iteration 17Q: 3 clusters Score -2600333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2600368.250000 Penalty: 4707.310059
	Iteration 18Q: 3 clusters Score -2600368 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2600380.500000 Penalty: 4707.310059
	Iteration 19Q: 3 clusters Score -2600380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2600406.250000 Penalty: 4707.310059
	Iteration 20F: 3 clusters Score -2600406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2600422.250000 Penalty: 4707.310059
	Iteration 21Q: 3 clusters Score -2600422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2600436.250000 Penalty: 4707.310059
	Iteration 22Q: 3 clusters Score -2600436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2600441.000000 Penalty: 4707.310059
	Iteration 23Q: 3 clusters Score -2600441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2600452.750000 Penalty: 4707.310059
	Iteration 24Q: 3 clusters Score -2600453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2600456.500000 Penalty: 4707.310059
	Iteration 25Q: 3 clusters Score -2600456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2600454.750000 Penalty: 4707.310059
	Iteration 26Q: 3 clusters Score -2600455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2600455.500000 Penalty: 4707.310059
	Iteration 27Q: 3 clusters Score -2600456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2600459.000000 Penalty: 4707.310059
	Iteration 28Q: 3 clusters Score -2600459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2600463.500000 Penalty: 4707.310059
	Iteration 29Q: 3 clusters Score -2600464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2600463.500000 Penalty: 4707.310059
	Iteration 30Q: 3 clusters Score -2600464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2600463.250000 Penalty: 4707.310059
	Iteration 31Q: 3 clusters Score -2600463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2600466.250000 Penalty: 4707.310059
	Iteration 32Q: 3 clusters Score -2600466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2600464.000000 Penalty: 4707.310059
	Iteration 33Q: 3 clusters Score -2600464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2600464.000000 Penalty: 4707.310059
	Iteration 34F: 3 clusters Score -2600464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -410444.187500 Penalty: 1913.461182
	Iteration 0F: 2 clusters Score -410444.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -407742.750000 Penalty: 3826.922363
	Iteration 0F: 3 clusters Score -407742.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -408381.187500 Penalty: 3826.922363
	Iteration 1F: 3 clusters Score -408381.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -408676.562500 Penalty: 3826.922363
	Iteration 2F: 3 clusters Score -408676.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -408909.718750 Penalty: 3826.922363
	Iteration 3F: 3 clusters Score -408909.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -409097.343750 Penalty: 3826.922363
	Iteration 4F: 3 clusters Score -409097.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -409327.281250 Penalty: 3826.922363
	Iteration 5F: 3 clusters Score -409327.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -409505.750000 Penalty: 3826.922363
	Iteration 6F: 3 clusters Score -409505.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -409632.031250 Penalty: 3826.922363
	Iteration 7Q: 3 clusters Score -409632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -409736.375000 Penalty: 3826.922363
	Iteration 8Q: 3 clusters Score -409736.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -409832.062500 Penalty: 3826.922363
	Iteration 9Q: 3 clusters Score -409832.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -409905.468750 Penalty: 3826.922363
	Iteration 10Q: 3 clusters Score -409905.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -409952.750000 Penalty: 3826.922363
	Iteration 11Q: 3 clusters Score -409952.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -409982.281250 Penalty: 3826.922363
	Iteration 12Q: 3 clusters Score -409982.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -410004.593750 Penalty: 3826.922363
	Iteration 13Q: 3 clusters Score -410004.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -410016.531250 Penalty: 3826.922363
	Iteration 14Q: 3 clusters Score -410016.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -410029.843750 Penalty: 3826.922363
	Iteration 15Q: 3 clusters Score -410029.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -410039.218750 Penalty: 3826.922363
	Iteration 16Q: 3 clusters Score -410039.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -410049.718750 Penalty: 3826.922363
	Iteration 17Q: 3 clusters Score -410049.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -410059.156250 Penalty: 3826.922363
	Iteration 18Q: 3 clusters Score -410059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -410061.218750 Penalty: 3826.922363
	Iteration 19Q: 3 clusters Score -410061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -410065.593750 Penalty: 3826.922363
	Iteration 20F: 3 clusters Score -410065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -410069.062500 Penalty: 3826.922363
	Iteration 21Q: 3 clusters Score -410069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -410071.093750 Penalty: 3826.922363
	Iteration 22Q: 3 clusters Score -410071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -410073.531250 Penalty: 3826.922363
	Iteration 23Q: 3 clusters Score -410073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -410079.156250 Penalty: 3826.922363
	Iteration 24Q: 3 clusters Score -410079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -410082.406250 Penalty: 3826.922363
	Iteration 25Q: 3 clusters Score -410082.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -410090.343750 Penalty: 3826.922363
	Iteration 26Q: 3 clusters Score -410090.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -410096.000000 Penalty: 3826.922363
	Iteration 27Q: 3 clusters Score -410096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -410102.718750 Penalty: 3826.922363
	Iteration 28Q: 3 clusters Score -410102.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -410110.093750 Penalty: 3826.922363
	Iteration 29Q: 3 clusters Score -410110.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -410113.093750 Penalty: 3826.922363
	Iteration 30Q: 3 clusters Score -410113.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -410115.812500 Penalty: 3826.922363
	Iteration 31Q: 3 clusters Score -410115.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -410122.906250 Penalty: 3826.922363
	Iteration 32Q: 3 clusters Score -410122.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -410134.343750 Penalty: 3826.922363
	Iteration 33Q: 3 clusters Score -410134.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -410142.437500 Penalty: 3826.922363
	Iteration 34Q: 3 clusters Score -410142.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -410149.687500 Penalty: 3826.922363
	Iteration 35Q: 3 clusters Score -410149.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -410154.625000 Penalty: 3826.922363
	Iteration 36Q: 3 clusters Score -410154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -410158.218750 Penalty: 3826.922363
	Iteration 37Q: 3 clusters Score -410158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -410160.343750 Penalty: 3826.922363
	Iteration 38Q: 3 clusters Score -410160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -410160.562500 Penalty: 3826.922363
	Iteration 39Q: 3 clusters Score -410160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -410162.937500 Penalty: 3826.922363
	Iteration 40F: 3 clusters Score -410162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -410165.250000 Penalty: 3826.922363
	Iteration 41Q: 3 clusters Score -410165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -410165.406250 Penalty: 3826.922363
	Iteration 42Q: 3 clusters Score -410165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -410165.812500 Penalty: 3826.922363
	Iteration 43Q: 3 clusters Score -410165.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -410165.812500 Penalty: 3826.922363
	Iteration 44F: 3 clusters Score -410165.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -158917.046875 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -158917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -157038.171875 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -157038.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -157428.171875 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -157428.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -157564.406250 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -157564.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -157653.218750 Penalty: 3409.602539
	Iteration 3Q: 3 clusters Score -157653.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -157806.437500 Penalty: 3409.602539
	Iteration 4Q: 3 clusters Score -157806.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -157940.375000 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -157940.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -158067.859375 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -158067.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -158190.546875 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -158190.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -158270.796875 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -158270.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -158322.343750 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -158322.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -158348.421875 Penalty: 3409.602539
	Iteration 10Q: 3 clusters Score -158348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -158356.281250 Penalty: 3409.602539
	Iteration 11Q: 3 clusters Score -158356.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -158361.484375 Penalty: 3409.602539
	Iteration 12Q: 3 clusters Score -158361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -158363.218750 Penalty: 3409.602539
	Iteration 13Q: 3 clusters Score -158363.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -158364.375000 Penalty: 3409.602539
	Iteration 14Q: 3 clusters Score -158364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -158364.640625 Penalty: 3409.602539
	Iteration 15Q: 3 clusters Score -158364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -158364.640625 Penalty: 3409.602539
	Iteration 16F: 3 clusters Score -158364.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -440091.093750 Penalty: 1916.100708
	Iteration 0F: 2 clusters Score -440091.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -437348.812500 Penalty: 3832.201416
	Iteration 0F: 3 clusters Score -437348.8 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -438135.000000 Penalty: 3832.201416
	Iteration 1F: 3 clusters Score -438135 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -438521.500000 Penalty: 3832.201416
	Iteration 2F: 3 clusters Score -438521.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -438830.500000 Penalty: 3832.201416
	Iteration 3F: 3 clusters Score -438830.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -439015.812500 Penalty: 3832.201416
	Iteration 4F: 3 clusters Score -439015.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -439138.531250 Penalty: 3832.201416
	Iteration 5Q: 3 clusters Score -439138.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -439213.187500 Penalty: 3832.201416
	Iteration 6Q: 3 clusters Score -439213.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -439265.093750 Penalty: 3832.201416
	Iteration 7Q: 3 clusters Score -439265.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -439290.750000 Penalty: 3832.201416
	Iteration 8Q: 3 clusters Score -439290.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -439303.562500 Penalty: 3832.201416
	Iteration 9Q: 3 clusters Score -439303.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -439312.000000 Penalty: 3832.201416
	Iteration 10Q: 3 clusters Score -439312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -439318.562500 Penalty: 3832.201416
	Iteration 11Q: 3 clusters Score -439318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -439323.375000 Penalty: 3832.201416
	Iteration 12Q: 3 clusters Score -439323.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -439329.781250 Penalty: 3832.201416
	Iteration 13Q: 3 clusters Score -439329.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -439332.906250 Penalty: 3832.201416
	Iteration 14Q: 3 clusters Score -439332.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -439336.218750 Penalty: 3832.201416
	Iteration 15Q: 3 clusters Score -439336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -439339.468750 Penalty: 3832.201416
	Iteration 16Q: 3 clusters Score -439339.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -439341.906250 Penalty: 3832.201416
	Iteration 17Q: 3 clusters Score -439341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -439343.468750 Penalty: 3832.201416
	Iteration 18Q: 3 clusters Score -439343.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -439344.156250 Penalty: 3832.201416
	Iteration 19Q: 3 clusters Score -439344.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -439344.843750 Penalty: 3832.201416
	Iteration 20F: 3 clusters Score -439344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -1206580.125000 Penalty: 2157.933838
	Iteration 0F: 2 clusters Score -1206580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1201476.750000 Penalty: 4315.867676
	Iteration 0F: 3 clusters Score -1201477 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1202792.875000 Penalty: 4315.867676
	Iteration 1F: 3 clusters Score -1202793 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1203053.250000 Penalty: 4315.867676
	Iteration 2F: 3 clusters Score -1203053 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1203301.250000 Penalty: 4315.867676
	Iteration 3F: 3 clusters Score -1203301 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1203573.125000 Penalty: 4315.867676
	Iteration 4F: 3 clusters Score -1203573 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1203956.625000 Penalty: 4315.867676
	Iteration 5F: 3 clusters Score -1203957 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1204385.250000 Penalty: 4315.867676
	Iteration 6F: 3 clusters Score -1204385 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1204750.625000 Penalty: 4315.867676
	Iteration 7F: 3 clusters Score -1204751 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1205103.000000 Penalty: 4315.867676
	Iteration 8F: 3 clusters Score -1205103 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1205336.750000 Penalty: 4315.867676
	Iteration 9Q: 3 clusters Score -1205337 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1205483.125000 Penalty: 4315.867676
	Iteration 10Q: 3 clusters Score -1205483 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1205585.750000 Penalty: 4315.867676
	Iteration 11Q: 3 clusters Score -1205586 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1205636.125000 Penalty: 4315.867676
	Iteration 12Q: 3 clusters Score -1205636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1205656.000000 Penalty: 4315.867676
	Iteration 13Q: 3 clusters Score -1205656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1205668.375000 Penalty: 4315.867676
	Iteration 14Q: 3 clusters Score -1205668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1205680.125000 Penalty: 4315.867676
	Iteration 15Q: 3 clusters Score -1205680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1205687.250000 Penalty: 4315.867676
	Iteration 16Q: 3 clusters Score -1205687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1205690.875000 Penalty: 4315.867676
	Iteration 17Q: 3 clusters Score -1205691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1205693.375000 Penalty: 4315.867676
	Iteration 18Q: 3 clusters Score -1205693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1205692.250000 Penalty: 4315.867676
	Iteration 19Q: 3 clusters Score -1205692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1205696.500000 Penalty: 4315.867676
	Iteration 20F: 3 clusters Score -1205696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1205695.250000 Penalty: 4315.867676
	Iteration 21Q: 3 clusters Score -1205695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1205695.250000 Penalty: 4315.867676
	Iteration 22F: 3 clusters Score -1205695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -14025.152344 Penalty: 1320.106445
	Iteration 0F: 2 clusters Score -14025.15 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 96 members 
Entering Unmasked Estep 
Score: -13005.831055 Penalty: 2640.212891
	Iteration 0F: 3 clusters Score -13005.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13137.955078 Penalty: 2640.212891
	Iteration 1F: 3 clusters Score -13137.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13161.679688 Penalty: 2640.212891
	Iteration 2Q: 3 clusters Score -13161.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13174.025391 Penalty: 2640.212891
	Iteration 3Q: 3 clusters Score -13174.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13180.812500 Penalty: 2640.212891
	Iteration 4Q: 3 clusters Score -13180.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13197.492188 Penalty: 2640.212891
	Iteration 5Q: 3 clusters Score -13197.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13201.268555 Penalty: 2640.212891
	Iteration 6Q: 3 clusters Score -13201.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13209.545898 Penalty: 2640.212891
	Iteration 7Q: 3 clusters Score -13209.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13237.423828 Penalty: 2640.212891
	Iteration 8Q: 3 clusters Score -13237.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13278.341797 Penalty: 2640.212891
	Iteration 9Q: 3 clusters Score -13278.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13300.520508 Penalty: 2640.212891
	Iteration 10Q: 3 clusters Score -13300.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13303.927734 Penalty: 2640.212891
	Iteration 11Q: 3 clusters Score -13303.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13312.691406 Penalty: 2640.212891
	Iteration 12Q: 3 clusters Score -13312.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13312.691406 Penalty: 2640.212891
	Iteration 13F: 3 clusters Score -13312.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -777808.937500 Penalty: 2047.058594
	Iteration 0F: 2 clusters Score -777808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -774071.875000 Penalty: 4094.117188
	Iteration 0F: 3 clusters Score -774071.9 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -774874.437500 Penalty: 4094.117188
	Iteration 1F: 3 clusters Score -774874.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -775072.437500 Penalty: 4094.117188
	Iteration 2F: 3 clusters Score -775072.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -775171.000000 Penalty: 4094.117188
	Iteration 3Q: 3 clusters Score -775171 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -775242.437500 Penalty: 4094.117188
	Iteration 4Q: 3 clusters Score -775242.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -775299.437500 Penalty: 4094.117188
	Iteration 5Q: 3 clusters Score -775299.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -775352.875000 Penalty: 4094.117188
	Iteration 6Q: 3 clusters Score -775352.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -775404.000000 Penalty: 4094.117188
	Iteration 7Q: 3 clusters Score -775404 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -775451.812500 Penalty: 4094.117188
	Iteration 8Q: 3 clusters Score -775451.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -775493.187500 Penalty: 4094.117188
	Iteration 9Q: 3 clusters Score -775493.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -775537.062500 Penalty: 4094.117188
	Iteration 10Q: 3 clusters Score -775537.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -775573.625000 Penalty: 4094.117188
	Iteration 11Q: 3 clusters Score -775573.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -775610.187500 Penalty: 4094.117188
	Iteration 12Q: 3 clusters Score -775610.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -775646.250000 Penalty: 4094.117188
	Iteration 13Q: 3 clusters Score -775646.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -775679.875000 Penalty: 4094.117188
	Iteration 14Q: 3 clusters Score -775679.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -775717.500000 Penalty: 4094.117188
	Iteration 15Q: 3 clusters Score -775717.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -775744.062500 Penalty: 4094.117188
	Iteration 16Q: 3 clusters Score -775744.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -775767.500000 Penalty: 4094.117188
	Iteration 17Q: 3 clusters Score -775767.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -775789.875000 Penalty: 4094.117188
	Iteration 18Q: 3 clusters Score -775789.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -775805.625000 Penalty: 4094.117188
	Iteration 19Q: 3 clusters Score -775805.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -775819.062500 Penalty: 4094.117188
	Iteration 20F: 3 clusters Score -775819.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -775834.125000 Penalty: 4094.117188
	Iteration 21Q: 3 clusters Score -775834.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -775853.250000 Penalty: 4094.117188
	Iteration 22Q: 3 clusters Score -775853.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -775873.875000 Penalty: 4094.117188
	Iteration 23Q: 3 clusters Score -775873.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -775891.437500 Penalty: 4094.117188
	Iteration 24Q: 3 clusters Score -775891.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -775903.125000 Penalty: 4094.117188
	Iteration 25Q: 3 clusters Score -775903.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -775912.000000 Penalty: 4094.117188
	Iteration 26Q: 3 clusters Score -775912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -775921.562500 Penalty: 4094.117188
	Iteration 27Q: 3 clusters Score -775921.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -775925.187500 Penalty: 4094.117188
	Iteration 28Q: 3 clusters Score -775925.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -775931.937500 Penalty: 4094.117188
	Iteration 29Q: 3 clusters Score -775931.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -775938.375000 Penalty: 4094.117188
	Iteration 30Q: 3 clusters Score -775938.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -775941.187500 Penalty: 4094.117188
	Iteration 31Q: 3 clusters Score -775941.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -775946.125000 Penalty: 4094.117188
	Iteration 32Q: 3 clusters Score -775946.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -775948.375000 Penalty: 4094.117188
	Iteration 33Q: 3 clusters Score -775948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -775951.000000 Penalty: 4094.117188
	Iteration 34Q: 3 clusters Score -775951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -775949.875000 Penalty: 4094.117188
	Iteration 35Q: 3 clusters Score -775949.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -775949.875000 Penalty: 4094.117188
	Iteration 36F: 3 clusters Score -775949.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Entering Unmasked Estep 
Score: -4340557.500000 Penalty: 2466.446533
	Iteration 0F: 2 clusters Score -4340558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -4326376.000000 Penalty: 4932.893066
	Iteration 0F: 3 clusters Score -4326376 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -4331408.000000 Penalty: 4932.893066
	Iteration 1F: 3 clusters Score -4331408 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -4331884.000000 Penalty: 4932.893066
	Iteration 2F: 3 clusters Score -4331884 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -4332282.000000 Penalty: 4932.893066
	Iteration 3Q: 3 clusters Score -4332282 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4332601.500000 Penalty: 4932.893066
	Iteration 4Q: 3 clusters Score -4332602 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -4332902.000000 Penalty: 4932.893066
	Iteration 5Q: 3 clusters Score -4332902 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -4333137.000000 Penalty: 4932.893066
	Iteration 6Q: 3 clusters Score -4333137 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -4333416.500000 Penalty: 4932.893066
	Iteration 7Q: 3 clusters Score -4333416 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -4333698.500000 Penalty: 4932.893066
	Iteration 8Q: 3 clusters Score -4333698 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -4333956.500000 Penalty: 4932.893066
	Iteration 9Q: 3 clusters Score -4333956 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -4334226.500000 Penalty: 4932.893066
	Iteration 10Q: 3 clusters Score -4334226 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -4334507.000000 Penalty: 4932.893066
	Iteration 11Q: 3 clusters Score -4334507 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -4334759.500000 Penalty: 4932.893066
	Iteration 12Q: 3 clusters Score -4334760 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -4334972.500000 Penalty: 4932.893066
	Iteration 13Q: 3 clusters Score -4334972 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -4335219.500000 Penalty: 4932.893066
	Iteration 14Q: 3 clusters Score -4335220 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -4335485.500000 Penalty: 4932.893066
	Iteration 15Q: 3 clusters Score -4335486 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -4335757.000000 Penalty: 4932.893066
	Iteration 16Q: 3 clusters Score -4335757 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -4336015.000000 Penalty: 4932.893066
	Iteration 17Q: 3 clusters Score -4336015 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -4336284.000000 Penalty: 4932.893066
	Iteration 18Q: 3 clusters Score -4336284 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4336491.500000 Penalty: 4932.893066
	Iteration 19Q: 3 clusters Score -4336492 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -4336664.500000 Penalty: 4932.893066
	Iteration 20F: 3 clusters Score -4336664 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -4336853.500000 Penalty: 4932.893066
	Iteration 21Q: 3 clusters Score -4336854 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4337008.000000 Penalty: 4932.893066
	Iteration 22Q: 3 clusters Score -4337008 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4337137.000000 Penalty: 4932.893066
	Iteration 23Q: 3 clusters Score -4337137 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4337263.500000 Penalty: 4932.893066
	Iteration 24Q: 3 clusters Score -4337264 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4337397.500000 Penalty: 4932.893066
	Iteration 25Q: 3 clusters Score -4337398 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4337521.500000 Penalty: 4932.893066
	Iteration 26Q: 3 clusters Score -4337522 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4337601.000000 Penalty: 4932.893066
	Iteration 27Q: 3 clusters Score -4337601 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4337699.500000 Penalty: 4932.893066
	Iteration 28Q: 3 clusters Score -4337700 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4337786.000000 Penalty: 4932.893066
	Iteration 29Q: 3 clusters Score -4337786 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4337886.000000 Penalty: 4932.893066
	Iteration 30Q: 3 clusters Score -4337886 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4337982.000000 Penalty: 4932.893066
	Iteration 31Q: 3 clusters Score -4337982 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4338068.000000 Penalty: 4932.893066
	Iteration 32Q: 3 clusters Score -4338068 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4338139.500000 Penalty: 4932.893066
	Iteration 33Q: 3 clusters Score -4338140 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4338191.000000 Penalty: 4932.893066
	Iteration 34Q: 3 clusters Score -4338191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4338226.000000 Penalty: 4932.893066
	Iteration 35Q: 3 clusters Score -4338226 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4338272.000000 Penalty: 4932.893066
	Iteration 36Q: 3 clusters Score -4338272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4338302.000000 Penalty: 4932.893066
	Iteration 37Q: 3 clusters Score -4338302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4338338.000000 Penalty: 4932.893066
	Iteration 38Q: 3 clusters Score -4338338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4338357.000000 Penalty: 4932.893066
	Iteration 39Q: 3 clusters Score -4338357 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4338369.500000 Penalty: 4932.893066
	Iteration 40F: 3 clusters Score -4338370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4338378.500000 Penalty: 4932.893066
	Iteration 41Q: 3 clusters Score -4338378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4338389.000000 Penalty: 4932.893066
	Iteration 42Q: 3 clusters Score -4338389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4338401.000000 Penalty: 4932.893066
	Iteration 43Q: 3 clusters Score -4338401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4338413.000000 Penalty: 4932.893066
	Iteration 44Q: 3 clusters Score -4338413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4338417.500000 Penalty: 4932.893066
	Iteration 45Q: 3 clusters Score -4338418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4338426.000000 Penalty: 4932.893066
	Iteration 46Q: 3 clusters Score -4338426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4338438.000000 Penalty: 4932.893066
	Iteration 47Q: 3 clusters Score -4338438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4338447.500000 Penalty: 4932.893066
	Iteration 48Q: 3 clusters Score -4338448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4338454.000000 Penalty: 4932.893066
	Iteration 49Q: 3 clusters Score -4338454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4338459.000000 Penalty: 4932.893066
	Iteration 50Q: 3 clusters Score -4338459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4338464.500000 Penalty: 4932.893066
	Iteration 51Q: 3 clusters Score -4338464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4338466.500000 Penalty: 4932.893066
	Iteration 52Q: 3 clusters Score -4338466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4338477.000000 Penalty: 4932.893066
	Iteration 53Q: 3 clusters Score -4338477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4338478.000000 Penalty: 4932.893066
	Iteration 54Q: 3 clusters Score -4338478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4338489.500000 Penalty: 4932.893066
	Iteration 55Q: 3 clusters Score -4338490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4338488.000000 Penalty: 4932.893066
	Iteration 56Q: 3 clusters Score -4338488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4338492.500000 Penalty: 4932.893066
	Iteration 57Q: 3 clusters Score -4338492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4338503.000000 Penalty: 4932.893066
	Iteration 58Q: 3 clusters Score -4338503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4338504.500000 Penalty: 4932.893066
	Iteration 59Q: 3 clusters Score -4338504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4338502.500000 Penalty: 4932.893066
	Iteration 60F: 3 clusters Score -4338502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4338503.500000 Penalty: 4932.893066
	Iteration 61Q: 3 clusters Score -4338504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4338505.500000 Penalty: 4932.893066
	Iteration 62Q: 3 clusters Score -4338506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4338506.000000 Penalty: 4932.893066
	Iteration 63Q: 3 clusters Score -4338506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4338506.000000 Penalty: 4932.893066
	Iteration 64F: 3 clusters Score -4338506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (44197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Entering Unmasked Estep 
Score: -8366154.500000 Penalty: 2652.710205
	Iteration 0F: 2 clusters Score -8366154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -8336596.000000 Penalty: 5305.420410
	Iteration 0F: 3 clusters Score -8336596 nChanged 20309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -8347871.000000 Penalty: 5305.420410
	Iteration 1F: 3 clusters Score -8347871 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -8348337.500000 Penalty: 5305.420410
	Iteration 2Q: 3 clusters Score -8348338 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -8348830.000000 Penalty: 5305.420410
	Iteration 3Q: 3 clusters Score -8348830 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -8349465.500000 Penalty: 5305.420410
	Iteration 4Q: 3 clusters Score -8349466 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -8350138.000000 Penalty: 5305.420410
	Iteration 5Q: 3 clusters Score -8350138 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -8350993.000000 Penalty: 5305.420410
	Iteration 6Q: 3 clusters Score -8350993 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -8352208.500000 Penalty: 5305.420410
	Iteration 7Q: 3 clusters Score -8352208 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -8353743.500000 Penalty: 5305.420410
	Iteration 8F: 3 clusters Score -8353744 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -8355424.000000 Penalty: 5305.420410
	Iteration 9F: 3 clusters Score -8355424 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -8357112.000000 Penalty: 5305.420410
	Iteration 10F: 3 clusters Score -8357112 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -8358484.500000 Penalty: 5305.420410
	Iteration 11Q: 3 clusters Score -8358484 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -8359637.000000 Penalty: 5305.420410
	Iteration 12Q: 3 clusters Score -8359637 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -8360495.500000 Penalty: 5305.420410
	Iteration 13Q: 3 clusters Score -8360496 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -8361175.500000 Penalty: 5305.420410
	Iteration 14Q: 3 clusters Score -8361176 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -8361727.000000 Penalty: 5305.420410
	Iteration 15Q: 3 clusters Score -8361727 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -8362231.000000 Penalty: 5305.420410
	Iteration 16Q: 3 clusters Score -8362231 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -8362583.000000 Penalty: 5305.420410
	Iteration 17Q: 3 clusters Score -8362583 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -8362856.000000 Penalty: 5305.420410
	Iteration 18Q: 3 clusters Score -8362856 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -8363090.500000 Penalty: 5305.420410
	Iteration 19Q: 3 clusters Score -8363090 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -8363227.500000 Penalty: 5305.420410
	Iteration 20F: 3 clusters Score -8363228 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -8363372.500000 Penalty: 5305.420410
	Iteration 21Q: 3 clusters Score -8363372 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -8363507.500000 Penalty: 5305.420410
	Iteration 22Q: 3 clusters Score -8363508 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -8363575.500000 Penalty: 5305.420410
	Iteration 23Q: 3 clusters Score -8363576 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -8363664.500000 Penalty: 5305.420410
	Iteration 24Q: 3 clusters Score -8363664 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -8363726.500000 Penalty: 5305.420410
	Iteration 25Q: 3 clusters Score -8363726 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -8363752.500000 Penalty: 5305.420410
	Iteration 26Q: 3 clusters Score -8363752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -8363767.500000 Penalty: 5305.420410
	Iteration 27Q: 3 clusters Score -8363768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -8363784.500000 Penalty: 5305.420410
	Iteration 28Q: 3 clusters Score -8363784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -8363817.500000 Penalty: 5305.420410
	Iteration 29Q: 3 clusters Score -8363818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -8363828.000000 Penalty: 5305.420410
	Iteration 30Q: 3 clusters Score -8363828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -8363838.000000 Penalty: 5305.420410
	Iteration 31Q: 3 clusters Score -8363838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -8363851.000000 Penalty: 5305.420410
	Iteration 32Q: 3 clusters Score -8363851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -8363853.000000 Penalty: 5305.420410
	Iteration 33Q: 3 clusters Score -8363853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -8363856.500000 Penalty: 5305.420410
	Iteration 34Q: 3 clusters Score -8363856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -8363865.500000 Penalty: 5305.420410
	Iteration 35Q: 3 clusters Score -8363866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -8363860.000000 Penalty: 5305.420410
	Iteration 36Q: 3 clusters Score -8363860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -8363868.500000 Penalty: 5305.420410
	Iteration 37Q: 3 clusters Score -8363868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -8363881.000000 Penalty: 5305.420410
	Iteration 38Q: 3 clusters Score -8363881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -8363877.500000 Penalty: 5305.420410
	Iteration 39Q: 3 clusters Score -8363878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8363874.500000 Penalty: 5305.420410
	Iteration 40F: 3 clusters Score -8363874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -8363876.500000 Penalty: 5305.420410
	Iteration 41Q: 3 clusters Score -8363876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -8363879.500000 Penalty: 5305.420410
	Iteration 42Q: 3 clusters Score -8363880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -8363881.000000 Penalty: 5305.420410
	Iteration 43Q: 3 clusters Score -8363881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -8363881.000000 Penalty: 5305.420410
	Iteration 44F: 3 clusters Score -8363881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -119192.890625 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -119192.9 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 370 members 
Entering Unmasked Estep 
Score: -117599.968750 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -117600 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -118141.679688 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -118141.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -118584.085938 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -118584.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -118732.109375 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -118732.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -118796.335938 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -118796.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118891.460938 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -118891.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118935.117188 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -118935.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118973.671875 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -118973.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -119001.875000 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -119001.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -119015.773438 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -119015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -119015.773438 Penalty: 3274.210205
	Iteration 10F: 3 clusters Score -119015.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Entering Unmasked Estep 
Score: -3766866.750000 Penalty: 2446.444336
	Iteration 0F: 2 clusters Score -3766867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3753367.250000 Penalty: 4892.888672
	Iteration 0F: 3 clusters Score -3753367 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -3758068.750000 Penalty: 4892.888672
	Iteration 1F: 3 clusters Score -3758069 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3758739.500000 Penalty: 4892.888672
	Iteration 2F: 3 clusters Score -3758740 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3759473.250000 Penalty: 4892.888672
	Iteration 3F: 3 clusters Score -3759473 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3760391.000000 Penalty: 4892.888672
	Iteration 4F: 3 clusters Score -3760391 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3761364.500000 Penalty: 4892.888672
	Iteration 5F: 3 clusters Score -3761364 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3762424.000000 Penalty: 4892.888672
	Iteration 6F: 3 clusters Score -3762424 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3763510.000000 Penalty: 4892.888672
	Iteration 7F: 3 clusters Score -3763510 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3764512.000000 Penalty: 4892.888672
	Iteration 8Q: 3 clusters Score -3764512 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3764963.250000 Penalty: 4892.888672
	Iteration 9Q: 3 clusters Score -3764963 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -3765068.250000 Penalty: 4892.888672
	Iteration 10Q: 3 clusters Score -3765068 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3765135.250000 Penalty: 4892.888672
	Iteration 11Q: 3 clusters Score -3765135 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3765147.750000 Penalty: 4892.888672
	Iteration 12Q: 3 clusters Score -3765148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3765164.000000 Penalty: 4892.888672
	Iteration 13Q: 3 clusters Score -3765164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3765174.750000 Penalty: 4892.888672
	Iteration 14Q: 3 clusters Score -3765175 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3765188.750000 Penalty: 4892.888672
	Iteration 15Q: 3 clusters Score -3765189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3765191.750000 Penalty: 4892.888672
	Iteration 16Q: 3 clusters Score -3765192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3765197.500000 Penalty: 4892.888672
	Iteration 17Q: 3 clusters Score -3765198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3765206.500000 Penalty: 4892.888672
	Iteration 18Q: 3 clusters Score -3765206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3765215.750000 Penalty: 4892.888672
	Iteration 19Q: 3 clusters Score -3765216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3765224.000000 Penalty: 4892.888672
	Iteration 20F: 3 clusters Score -3765224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3765232.000000 Penalty: 4892.888672
	Iteration 21Q: 3 clusters Score -3765232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3765240.500000 Penalty: 4892.888672
	Iteration 22Q: 3 clusters Score -3765240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3765235.500000 Penalty: 4892.888672
	Iteration 23Q: 3 clusters Score -3765236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3765235.250000 Penalty: 4892.888672
	Iteration 24Q: 3 clusters Score -3765235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3765235.500000 Penalty: 4892.888672
	Iteration 25Q: 3 clusters Score -3765236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3765233.750000 Penalty: 4892.888672
	Iteration 26Q: 3 clusters Score -3765234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3765238.750000 Penalty: 4892.888672
	Iteration 27Q: 3 clusters Score -3765239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3765247.250000 Penalty: 4892.888672
	Iteration 28Q: 3 clusters Score -3765247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -3765252.250000 Penalty: 4892.888672
	Iteration 29Q: 3 clusters Score -3765252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3765250.500000 Penalty: 4892.888672
	Iteration 30Q: 3 clusters Score -3765250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3765254.750000 Penalty: 4892.888672
	Iteration 31Q: 3 clusters Score -3765255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3765261.000000 Penalty: 4892.888672
	Iteration 32Q: 3 clusters Score -3765261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3765268.250000 Penalty: 4892.888672
	Iteration 33Q: 3 clusters Score -3765268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -3765263.250000 Penalty: 4892.888672
	Iteration 34Q: 3 clusters Score -3765263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -3765265.250000 Penalty: 4892.888672
	Iteration 35Q: 3 clusters Score -3765265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3765272.500000 Penalty: 4892.888672
	Iteration 36Q: 3 clusters Score -3765272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3765275.250000 Penalty: 4892.888672
	Iteration 37Q: 3 clusters Score -3765275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -3765275.500000 Penalty: 4892.888672
	Iteration 38Q: 3 clusters Score -3765276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3765281.500000 Penalty: 4892.888672
	Iteration 39Q: 3 clusters Score -3765282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3765288.500000 Penalty: 4892.888672
	Iteration 40F: 3 clusters Score -3765288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3765288.750000 Penalty: 4892.888672
	Iteration 41Q: 3 clusters Score -3765289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3765289.500000 Penalty: 4892.888672
	Iteration 42Q: 3 clusters Score -3765290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3765293.500000 Penalty: 4892.888672
	Iteration 43Q: 3 clusters Score -3765294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3765299.500000 Penalty: 4892.888672
	Iteration 44Q: 3 clusters Score -3765300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3765296.750000 Penalty: 4892.888672
	Iteration 45Q: 3 clusters Score -3765297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3765303.000000 Penalty: 4892.888672
	Iteration 46Q: 3 clusters Score -3765303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -3765303.500000 Penalty: 4892.888672
	Iteration 47Q: 3 clusters Score -3765304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3765308.250000 Penalty: 4892.888672
	Iteration 48Q: 3 clusters Score -3765308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3765315.000000 Penalty: 4892.888672
	Iteration 49Q: 3 clusters Score -3765315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3765312.000000 Penalty: 4892.888672
	Iteration 50Q: 3 clusters Score -3765312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3765308.500000 Penalty: 4892.888672
	Iteration 51Q: 3 clusters Score -3765308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3765305.250000 Penalty: 4892.888672
	Iteration 52Q: 3 clusters Score -3765305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -3765305.500000 Penalty: 4892.888672
	Iteration 53Q: 3 clusters Score -3765306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3765307.500000 Penalty: 4892.888672
	Iteration 54Q: 3 clusters Score -3765308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3765305.000000 Penalty: 4892.888672
	Iteration 55Q: 3 clusters Score -3765305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3765304.000000 Penalty: 4892.888672
	Iteration 56Q: 3 clusters Score -3765304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3765303.250000 Penalty: 4892.888672
	Iteration 57Q: 3 clusters Score -3765303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -3765309.500000 Penalty: 4892.888672
	Iteration 58Q: 3 clusters Score -3765310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3765306.500000 Penalty: 4892.888672
	Iteration 59Q: 3 clusters Score -3765306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3765307.250000 Penalty: 4892.888672
	Iteration 60F: 3 clusters Score -3765307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -3765303.750000 Penalty: 4892.888672
	Iteration 61Q: 3 clusters Score -3765304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3765309.750000 Penalty: 4892.888672
	Iteration 62Q: 3 clusters Score -3765310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3765316.000000 Penalty: 4892.888672
	Iteration 63Q: 3 clusters Score -3765316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3765315.500000 Penalty: 4892.888672
	Iteration 64Q: 3 clusters Score -3765316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3765313.750000 Penalty: 4892.888672
	Iteration 65Q: 3 clusters Score -3765314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3765312.250000 Penalty: 4892.888672
	Iteration 66Q: 3 clusters Score -3765312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3765318.250000 Penalty: 4892.888672
	Iteration 67Q: 3 clusters Score -3765318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3765316.750000 Penalty: 4892.888672
	Iteration 68Q: 3 clusters Score -3765317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3765317.250000 Penalty: 4892.888672
	Iteration 69Q: 3 clusters Score -3765317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3765317.500000 Penalty: 4892.888672
	Iteration 70Q: 3 clusters Score -3765318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3765319.750000 Penalty: 4892.888672
	Iteration 71Q: 3 clusters Score -3765320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -3765318.750000 Penalty: 4892.888672
	Iteration 72Q: 3 clusters Score -3765319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -3765316.750000 Penalty: 4892.888672
	Iteration 73Q: 3 clusters Score -3765317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3765316.250000 Penalty: 4892.888672
	Iteration 74Q: 3 clusters Score -3765316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3765319.000000 Penalty: 4892.888672
	Iteration 75Q: 3 clusters Score -3765319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3765315.750000 Penalty: 4892.888672
	Iteration 76Q: 3 clusters Score -3765316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3765316.750000 Penalty: 4892.888672
	Iteration 77Q: 3 clusters Score -3765317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -3765320.000000 Penalty: 4892.888672
	Iteration 78Q: 3 clusters Score -3765320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3765320.250000 Penalty: 4892.888672
	Iteration 79Q: 3 clusters Score -3765320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3765320.750000 Penalty: 4892.888672
	Iteration 80F: 3 clusters Score -3765321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -55320.167969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -55320.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54094.707031 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -54094.71 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54329.257812 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -54329.26 nChanged 23
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: -54409.394531 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -54409.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -54496.050781 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -54496.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -54536.367188 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -54536.37 nChanged 7
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: -54547.328125 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -54547.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -54570.039062 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -54570.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -54593.039062 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -54593.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -54626.058594 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -54626.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -54633.382812 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -54633.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -54634.503906 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -54634.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -54635.480469 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -54635.48 nChanged 1
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: -54636.628906 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -54636.63 nChanged 2
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: -54639.253906 Penalty: 2991.219971
	Iteration 13Q: 3 clusters Score -54639.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -54640.632812 Penalty: 2991.219971
	Iteration 14Q: 3 clusters Score -54640.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -54641.285156 Penalty: 2991.219971
	Iteration 15Q: 3 clusters Score -54641.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -54641.589844 Penalty: 2991.219971
	Iteration 16Q: 3 clusters Score -54641.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -54646.511719 Penalty: 2991.219971
	Iteration 17F: 3 clusters Score -54646.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -54663.542969 Penalty: 2991.219971
	Iteration 18Q: 3 clusters Score -54663.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -54675.703125 Penalty: 2991.219971
	Iteration 19Q: 3 clusters Score -54675.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -54685.378906 Penalty: 2991.219971
	Iteration 20F: 3 clusters Score -54685.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -54690.972656 Penalty: 2991.219971
	Iteration 21Q: 3 clusters Score -54690.97 nChanged 1
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: -54693.511719 Penalty: 2991.219971
	Iteration 22Q: 3 clusters Score -54693.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -54698.812500 Penalty: 2991.219971
	Iteration 23Q: 3 clusters Score -54698.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -54705.066406 Penalty: 2991.219971
	Iteration 24Q: 3 clusters Score -54705.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -54705.066406 Penalty: 2991.219971
	Iteration 25F: 3 clusters Score -54705.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -91736.296875 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -91736.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -90266.539062 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -90266.54 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90641.320312 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -90641.32 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -90955.601562 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -90955.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91132.898438 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -91132.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -91226.500000 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -91226.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91293.492188 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -91293.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91321.750000 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -91321.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91335.804688 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -91335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91351.632812 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -91351.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91373.429688 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -91373.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91398.960938 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -91398.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -91422.007812 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -91422.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -91451.898438 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -91451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91482.867188 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -91482.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91490.359375 Penalty: 3110.410156
	Iteration 14Q: 3 clusters Score -91490.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91490.359375 Penalty: 3110.410156
	Iteration 15F: 3 clusters Score -91490.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Entering Unmasked Estep 
Score: -3675042.500000 Penalty: 2416.852051
	Iteration 0F: 2 clusters Score -3675042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -3664481.250000 Penalty: 4833.704102
	Iteration 0F: 3 clusters Score -3664481 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3668317.500000 Penalty: 4833.704102
	Iteration 1F: 3 clusters Score -3668318 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3668672.000000 Penalty: 4833.704102
	Iteration 2F: 3 clusters Score -3668672 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -3668950.250000 Penalty: 4833.704102
	Iteration 3Q: 3 clusters Score -3668950 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3669209.500000 Penalty: 4833.704102
	Iteration 4Q: 3 clusters Score -3669210 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -3669421.500000 Penalty: 4833.704102
	Iteration 5Q: 3 clusters Score -3669422 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3669605.750000 Penalty: 4833.704102
	Iteration 6Q: 3 clusters Score -3669606 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3669754.750000 Penalty: 4833.704102
	Iteration 7Q: 3 clusters Score -3669755 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3669879.500000 Penalty: 4833.704102
	Iteration 8Q: 3 clusters Score -3669880 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3669987.000000 Penalty: 4833.704102
	Iteration 9Q: 3 clusters Score -3669987 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3670075.000000 Penalty: 4833.704102
	Iteration 10Q: 3 clusters Score -3670075 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3670139.750000 Penalty: 4833.704102
	Iteration 11Q: 3 clusters Score -3670140 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3670183.250000 Penalty: 4833.704102
	Iteration 12Q: 3 clusters Score -3670183 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3670201.750000 Penalty: 4833.704102
	Iteration 13Q: 3 clusters Score -3670202 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3670210.250000 Penalty: 4833.704102
	Iteration 14Q: 3 clusters Score -3670210 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3670220.500000 Penalty: 4833.704102
	Iteration 15Q: 3 clusters Score -3670220 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3670218.000000 Penalty: 4833.704102
	Iteration 16Q: 3 clusters Score -3670218 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3670226.750000 Penalty: 4833.704102
	Iteration 17Q: 3 clusters Score -3670227 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3670244.750000 Penalty: 4833.704102
	Iteration 18Q: 3 clusters Score -3670245 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3670250.250000 Penalty: 4833.704102
	Iteration 19Q: 3 clusters Score -3670250 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3670250.500000 Penalty: 4833.704102
	Iteration 20F: 3 clusters Score -3670250 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -3670260.000000 Penalty: 4833.704102
	Iteration 21Q: 3 clusters Score -3670260 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3670253.000000 Penalty: 4833.704102
	Iteration 22Q: 3 clusters Score -3670253 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3670259.500000 Penalty: 4833.704102
	Iteration 23Q: 3 clusters Score -3670260 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3670284.250000 Penalty: 4833.704102
	Iteration 24Q: 3 clusters Score -3670284 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3670297.750000 Penalty: 4833.704102
	Iteration 25Q: 3 clusters Score -3670298 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3670319.500000 Penalty: 4833.704102
	Iteration 26Q: 3 clusters Score -3670320 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3670388.250000 Penalty: 4833.704102
	Iteration 27Q: 3 clusters Score -3670388 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3670523.000000 Penalty: 4833.704102
	Iteration 28Q: 3 clusters Score -3670523 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -3670723.250000 Penalty: 4833.704102
	Iteration 29Q: 3 clusters Score -3670723 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -3671021.750000 Penalty: 4833.704102
	Iteration 30Q: 3 clusters Score -3671022 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3671363.000000 Penalty: 4833.704102
	Iteration 31Q: 3 clusters Score -3671363 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3671760.250000 Penalty: 4833.704102
	Iteration 32Q: 3 clusters Score -3671760 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3672079.250000 Penalty: 4833.704102
	Iteration 33Q: 3 clusters Score -3672079 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -3672325.000000 Penalty: 4833.704102
	Iteration 34Q: 3 clusters Score -3672325 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3672548.500000 Penalty: 4833.704102
	Iteration 35Q: 3 clusters Score -3672548 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3672732.250000 Penalty: 4833.704102
	Iteration 36Q: 3 clusters Score -3672732 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -3672933.750000 Penalty: 4833.704102
	Iteration 37Q: 3 clusters Score -3672934 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3673122.000000 Penalty: 4833.704102
	Iteration 38Q: 3 clusters Score -3673122 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -3673255.000000 Penalty: 4833.704102
	Iteration 39Q: 3 clusters Score -3673255 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3673391.250000 Penalty: 4833.704102
	Iteration 40F: 3 clusters Score -3673391 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -3673486.000000 Penalty: 4833.704102
	Iteration 41Q: 3 clusters Score -3673486 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3673565.500000 Penalty: 4833.704102
	Iteration 42Q: 3 clusters Score -3673566 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -3673648.250000 Penalty: 4833.704102
	Iteration 43Q: 3 clusters Score -3673648 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -3673700.500000 Penalty: 4833.704102
	Iteration 44Q: 3 clusters Score -3673700 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -3673733.500000 Penalty: 4833.704102
	Iteration 45Q: 3 clusters Score -3673734 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -3673781.500000 Penalty: 4833.704102
	Iteration 46Q: 3 clusters Score -3673782 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -3673806.750000 Penalty: 4833.704102
	Iteration 47Q: 3 clusters Score -3673807 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3673805.750000 Penalty: 4833.704102
	Iteration 48Q: 3 clusters Score -3673806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3673812.500000 Penalty: 4833.704102
	Iteration 49Q: 3 clusters Score -3673812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3673828.500000 Penalty: 4833.704102
	Iteration 50Q: 3 clusters Score -3673828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -3673838.750000 Penalty: 4833.704102
	Iteration 51Q: 3 clusters Score -3673839 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3673850.250000 Penalty: 4833.704102
	Iteration 52Q: 3 clusters Score -3673850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3673854.000000 Penalty: 4833.704102
	Iteration 53Q: 3 clusters Score -3673854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3673852.250000 Penalty: 4833.704102
	Iteration 54Q: 3 clusters Score -3673852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3673846.500000 Penalty: 4833.704102
	Iteration 55Q: 3 clusters Score -3673846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3673846.000000 Penalty: 4833.704102
	Iteration 56Q: 3 clusters Score -3673846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3673850.000000 Penalty: 4833.704102
	Iteration 57Q: 3 clusters Score -3673850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3673850.750000 Penalty: 4833.704102
	Iteration 58Q: 3 clusters Score -3673851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3673851.000000 Penalty: 4833.704102
	Iteration 59Q: 3 clusters Score -3673851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3673862.250000 Penalty: 4833.704102
	Iteration 60F: 3 clusters Score -3673862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3673860.250000 Penalty: 4833.704102
	Iteration 61Q: 3 clusters Score -3673860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -3673860.000000 Penalty: 4833.704102
	Iteration 62Q: 3 clusters Score -3673860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3673870.000000 Penalty: 4833.704102
	Iteration 63Q: 3 clusters Score -3673870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3673854.750000 Penalty: 4833.704102
	Iteration 64Q: 3 clusters Score -3673855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3673862.250000 Penalty: 4833.704102
	Iteration 65Q: 3 clusters Score -3673862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3673864.000000 Penalty: 4833.704102
	Iteration 66Q: 3 clusters Score -3673864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3673861.500000 Penalty: 4833.704102
	Iteration 67Q: 3 clusters Score -3673862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3673863.000000 Penalty: 4833.704102
	Iteration 68Q: 3 clusters Score -3673863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -3673862.250000 Penalty: 4833.704102
	Iteration 69Q: 3 clusters Score -3673862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -3673862.250000 Penalty: 4833.704102
	Iteration 70F: 3 clusters Score -3673862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -101353.914062 Penalty: 1567.104126
	Iteration 0F: 2 clusters Score -101353.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99809.500000 Penalty: 3134.208252
	Iteration 0F: 3 clusters Score -99809.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100014.046875 Penalty: 3134.208252
	Iteration 1F: 3 clusters Score -100014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -100066.210938 Penalty: 3134.208252
	Iteration 2Q: 3 clusters Score -100066.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -100089.375000 Penalty: 3134.208252
	Iteration 3Q: 3 clusters Score -100089.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -100114.281250 Penalty: 3134.208252
	Iteration 4Q: 3 clusters Score -100114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -100119.617188 Penalty: 3134.208252
	Iteration 5Q: 3 clusters Score -100119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -100119.617188 Penalty: 3134.208252
	Iteration 6F: 3 clusters Score -100119.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -112903.632812 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -112903.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -111292.320312 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -111292.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -111736.671875 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -111736.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -111921.765625 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -111921.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -112032.062500 Penalty: 3258.462646
	Iteration 3F: 3 clusters Score -112032.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112090.031250 Penalty: 3258.462646
	Iteration 4Q: 3 clusters Score -112090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -112124.320312 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -112124.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -112148.078125 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -112148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112150.359375 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -112150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112152.625000 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -112152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112155.992188 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -112156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112156.304688 Penalty: 3258.462646
	Iteration 10Q: 3 clusters Score -112156.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112156.304688 Penalty: 3258.462646
	Iteration 11F: 3 clusters Score -112156.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Entering Unmasked Estep 
Score: -4173024.250000 Penalty: 2469.460693
	Iteration 0F: 2 clusters Score -4173024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -4158503.500000 Penalty: 4938.921387
	Iteration 0F: 3 clusters Score -4158504 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -4163410.500000 Penalty: 4938.921387
	Iteration 1F: 3 clusters Score -4163410 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -4163766.750000 Penalty: 4938.921387
	Iteration 2F: 3 clusters Score -4163767 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -4164023.250000 Penalty: 4938.921387
	Iteration 3Q: 3 clusters Score -4164023 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4164251.250000 Penalty: 4938.921387
	Iteration 4Q: 3 clusters Score -4164251 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -4164435.250000 Penalty: 4938.921387
	Iteration 5Q: 3 clusters Score -4164435 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -4164636.250000 Penalty: 4938.921387
	Iteration 6Q: 3 clusters Score -4164636 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -4164853.000000 Penalty: 4938.921387
	Iteration 7Q: 3 clusters Score -4164853 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -4165194.500000 Penalty: 4938.921387
	Iteration 8Q: 3 clusters Score -4165194 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -4165686.000000 Penalty: 4938.921387
	Iteration 9Q: 3 clusters Score -4165686 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -4166313.250000 Penalty: 4938.921387
	Iteration 10F: 3 clusters Score -4166313 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4167048.750000 Penalty: 4938.921387
	Iteration 11F: 3 clusters Score -4167049 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -4167898.750000 Penalty: 4938.921387
	Iteration 12F: 3 clusters Score -4167899 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4168807.000000 Penalty: 4938.921387
	Iteration 13F: 3 clusters Score -4168807 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4169568.000000 Penalty: 4938.921387
	Iteration 14Q: 3 clusters Score -4169568 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4170143.250000 Penalty: 4938.921387
	Iteration 15Q: 3 clusters Score -4170143 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4170459.000000 Penalty: 4938.921387
	Iteration 16Q: 3 clusters Score -4170459 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4170631.500000 Penalty: 4938.921387
	Iteration 17Q: 3 clusters Score -4170632 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4170740.000000 Penalty: 4938.921387
	Iteration 18Q: 3 clusters Score -4170740 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4170802.000000 Penalty: 4938.921387
	Iteration 19Q: 3 clusters Score -4170802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4170851.250000 Penalty: 4938.921387
	Iteration 20F: 3 clusters Score -4170851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4170875.250000 Penalty: 4938.921387
	Iteration 21Q: 3 clusters Score -4170875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4170881.250000 Penalty: 4938.921387
	Iteration 22Q: 3 clusters Score -4170881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4170890.250000 Penalty: 4938.921387
	Iteration 23Q: 3 clusters Score -4170890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4170880.250000 Penalty: 4938.921387
	Iteration 24Q: 3 clusters Score -4170880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4170888.500000 Penalty: 4938.921387
	Iteration 25Q: 3 clusters Score -4170888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4170888.000000 Penalty: 4938.921387
	Iteration 26Q: 3 clusters Score -4170888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4170888.000000 Penalty: 4938.921387
	Iteration 27F: 3 clusters Score -4170888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -92460.929688 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -92460.93 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 305 members 
Entering Unmasked Estep 
Score: -91030.187500 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -91030.19 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91380.156250 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -91380.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -91572.093750 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -91572.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91787.726562 Penalty: 3153.489746
	Iteration 3F: 3 clusters Score -91787.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -91927.929688 Penalty: 3153.489746
	Iteration 4F: 3 clusters Score -91927.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91999.179688 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -91999.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -92074.164062 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -92074.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -92086.093750 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -92086.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -92118.914062 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -92118.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92142.726562 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -92142.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92161.726562 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -92161.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92166.640625 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -92166.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92168.773438 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -92168.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92168.773438 Penalty: 3153.489746
	Iteration 13F: 3 clusters Score -92168.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Entering Unmasked Estep 
Score: -3759481.000000 Penalty: 2422.651123
	Iteration 0F: 2 clusters Score -3759481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3748428.250000 Penalty: 4845.302246
	Iteration 0F: 3 clusters Score -3748428 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3752649.250000 Penalty: 4845.302246
	Iteration 1F: 3 clusters Score -3752649 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3753090.500000 Penalty: 4845.302246
	Iteration 2F: 3 clusters Score -3753090 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -3753394.750000 Penalty: 4845.302246
	Iteration 3Q: 3 clusters Score -3753395 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3753662.250000 Penalty: 4845.302246
	Iteration 4Q: 3 clusters Score -3753662 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3753911.000000 Penalty: 4845.302246
	Iteration 5Q: 3 clusters Score -3753911 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3754317.250000 Penalty: 4845.302246
	Iteration 6Q: 3 clusters Score -3754317 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3754654.250000 Penalty: 4845.302246
	Iteration 7Q: 3 clusters Score -3754654 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3755022.000000 Penalty: 4845.302246
	Iteration 8Q: 3 clusters Score -3755022 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3755369.250000 Penalty: 4845.302246
	Iteration 9Q: 3 clusters Score -3755369 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3755650.500000 Penalty: 4845.302246
	Iteration 10Q: 3 clusters Score -3755650 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3755956.000000 Penalty: 4845.302246
	Iteration 11Q: 3 clusters Score -3755956 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -3756207.000000 Penalty: 4845.302246
	Iteration 12Q: 3 clusters Score -3756207 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3756461.500000 Penalty: 4845.302246
	Iteration 13Q: 3 clusters Score -3756462 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3756694.750000 Penalty: 4845.302246
	Iteration 14Q: 3 clusters Score -3756695 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3756853.500000 Penalty: 4845.302246
	Iteration 15Q: 3 clusters Score -3756854 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3756966.500000 Penalty: 4845.302246
	Iteration 16Q: 3 clusters Score -3756966 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3757075.000000 Penalty: 4845.302246
	Iteration 17Q: 3 clusters Score -3757075 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3757131.250000 Penalty: 4845.302246
	Iteration 18Q: 3 clusters Score -3757131 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3757170.250000 Penalty: 4845.302246
	Iteration 19Q: 3 clusters Score -3757170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3757205.250000 Penalty: 4845.302246
	Iteration 20F: 3 clusters Score -3757205 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3757242.750000 Penalty: 4845.302246
	Iteration 21Q: 3 clusters Score -3757243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3757254.750000 Penalty: 4845.302246
	Iteration 22Q: 3 clusters Score -3757255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3757264.750000 Penalty: 4845.302246
	Iteration 23Q: 3 clusters Score -3757265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3757293.250000 Penalty: 4845.302246
	Iteration 24Q: 3 clusters Score -3757293 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3757313.500000 Penalty: 4845.302246
	Iteration 25Q: 3 clusters Score -3757314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3757329.000000 Penalty: 4845.302246
	Iteration 26Q: 3 clusters Score -3757329 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3757342.250000 Penalty: 4845.302246
	Iteration 27Q: 3 clusters Score -3757342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3757361.500000 Penalty: 4845.302246
	Iteration 28Q: 3 clusters Score -3757362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3757374.750000 Penalty: 4845.302246
	Iteration 29Q: 3 clusters Score -3757375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3757392.500000 Penalty: 4845.302246
	Iteration 30Q: 3 clusters Score -3757392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3757389.750000 Penalty: 4845.302246
	Iteration 31Q: 3 clusters Score -3757390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3757398.500000 Penalty: 4845.302246
	Iteration 32Q: 3 clusters Score -3757398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3757408.500000 Penalty: 4845.302246
	Iteration 33Q: 3 clusters Score -3757408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3757410.000000 Penalty: 4845.302246
	Iteration 34Q: 3 clusters Score -3757410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3757420.250000 Penalty: 4845.302246
	Iteration 35Q: 3 clusters Score -3757420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3757420.250000 Penalty: 4845.302246
	Iteration 36Q: 3 clusters Score -3757420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3757425.250000 Penalty: 4845.302246
	Iteration 37Q: 3 clusters Score -3757425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -3757431.500000 Penalty: 4845.302246
	Iteration 38Q: 3 clusters Score -3757432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3757433.750000 Penalty: 4845.302246
	Iteration 39Q: 3 clusters Score -3757434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3757439.500000 Penalty: 4845.302246
	Iteration 40F: 3 clusters Score -3757440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3757441.250000 Penalty: 4845.302246
	Iteration 41Q: 3 clusters Score -3757441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3757443.500000 Penalty: 4845.302246
	Iteration 42Q: 3 clusters Score -3757444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3757444.500000 Penalty: 4845.302246
	Iteration 43Q: 3 clusters Score -3757444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3757446.250000 Penalty: 4845.302246
	Iteration 44Q: 3 clusters Score -3757446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3757447.750000 Penalty: 4845.302246
	Iteration 45Q: 3 clusters Score -3757448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3757453.750000 Penalty: 4845.302246
	Iteration 46Q: 3 clusters Score -3757454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3757453.500000 Penalty: 4845.302246
	Iteration 47Q: 3 clusters Score -3757454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3757454.000000 Penalty: 4845.302246
	Iteration 48Q: 3 clusters Score -3757454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3757451.000000 Penalty: 4845.302246
	Iteration 49Q: 3 clusters Score -3757451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3757452.750000 Penalty: 4845.302246
	Iteration 50Q: 3 clusters Score -3757453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3757452.750000 Penalty: 4845.302246
	Iteration 51F: 3 clusters Score -3757453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -258517.187500 Penalty: 1794.254883
	Iteration 0F: 2 clusters Score -258517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -256318.453125 Penalty: 3588.509766
	Iteration 0F: 3 clusters Score -256318.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -256800.265625 Penalty: 3588.509766
	Iteration 1F: 3 clusters Score -256800.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -257035.671875 Penalty: 3588.509766
	Iteration 2F: 3 clusters Score -257035.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -257184.062500 Penalty: 3588.509766
	Iteration 3F: 3 clusters Score -257184.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -257311.078125 Penalty: 3588.509766
	Iteration 4F: 3 clusters Score -257311.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -257430.734375 Penalty: 3588.509766
	Iteration 5Q: 3 clusters Score -257430.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -257518.437500 Penalty: 3588.509766
	Iteration 6Q: 3 clusters Score -257518.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -257592.515625 Penalty: 3588.509766
	Iteration 7Q: 3 clusters Score -257592.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -257624.890625 Penalty: 3588.509766
	Iteration 8Q: 3 clusters Score -257624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -257635.171875 Penalty: 3588.509766
	Iteration 9Q: 3 clusters Score -257635.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -257641.859375 Penalty: 3588.509766
	Iteration 10Q: 3 clusters Score -257641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -257645.921875 Penalty: 3588.509766
	Iteration 11Q: 3 clusters Score -257645.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -257649.750000 Penalty: 3588.509766
	Iteration 12Q: 3 clusters Score -257649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -257653.046875 Penalty: 3588.509766
	Iteration 13Q: 3 clusters Score -257653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -257654.968750 Penalty: 3588.509766
	Iteration 14Q: 3 clusters Score -257655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -257654.968750 Penalty: 3588.509766
	Iteration 15F: 3 clusters Score -257655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -36288.687500 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -36288.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35124.300781 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -35124.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35297.812500 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -35297.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35328.652344 Penalty: 2824.091309
	Iteration 2Q: 3 clusters Score -35328.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35366.445312 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -35366.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35403.105469 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -35403.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35421.261719 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -35421.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35433.632812 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -35433.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35478.492188 Penalty: 2824.091309
	Iteration 7Q: 3 clusters Score -35478.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35583.730469 Penalty: 2824.091309
	Iteration 8Q: 3 clusters Score -35583.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35647.281250 Penalty: 2824.091309
	Iteration 9Q: 3 clusters Score -35647.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35663.382812 Penalty: 2824.091309
	Iteration 10Q: 3 clusters Score -35663.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35673.558594 Penalty: 2824.091309
	Iteration 11Q: 3 clusters Score -35673.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35701.296875 Penalty: 2824.091309
	Iteration 12F: 3 clusters Score -35701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35760.289062 Penalty: 2824.091309
	Iteration 13Q: 3 clusters Score -35760.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35790.128906 Penalty: 2824.091309
	Iteration 14Q: 3 clusters Score -35790.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35809.457031 Penalty: 2824.091309
	Iteration 15Q: 3 clusters Score -35809.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35809.457031 Penalty: 2824.091309
	Iteration 16F: 3 clusters Score -35809.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Entering Unmasked Estep 
Score: -414518.718750 Penalty: 1924.066772
	Iteration 0F: 2 clusters Score -414518.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -411677.343750 Penalty: 3848.133545
	Iteration 0F: 3 clusters Score -411677.3 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -412406.968750 Penalty: 3848.133545
	Iteration 1F: 3 clusters Score -412407 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -412806.437500 Penalty: 3848.133545
	Iteration 2F: 3 clusters Score -412806.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -413176.875000 Penalty: 3848.133545
	Iteration 3F: 3 clusters Score -413176.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -413575.000000 Penalty: 3848.133545
	Iteration 4F: 3 clusters Score -413575 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -414044.281250 Penalty: 3848.133545
	Iteration 5F: 3 clusters Score -414044.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -414309.125000 Penalty: 3848.133545
	Iteration 6F: 3 clusters Score -414309.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -414432.218750 Penalty: 3848.133545
	Iteration 7Q: 3 clusters Score -414432.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -414508.062500 Penalty: 3848.133545
	Iteration 8Q: 3 clusters Score -414508.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -414569.875000 Penalty: 3848.133545
	Iteration 9Q: 3 clusters Score -414569.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -414598.125000 Penalty: 3848.133545
	Iteration 10Q: 3 clusters Score -414598.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -414609.000000 Penalty: 3848.133545
	Iteration 11Q: 3 clusters Score -414609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -414617.656250 Penalty: 3848.133545
	Iteration 12Q: 3 clusters Score -414617.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -414620.531250 Penalty: 3848.133545
	Iteration 13Q: 3 clusters Score -414620.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -414621.187500 Penalty: 3848.133545
	Iteration 14Q: 3 clusters Score -414621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -414622.906250 Penalty: 3848.133545
	Iteration 15Q: 3 clusters Score -414622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -414624.625000 Penalty: 3848.133545
	Iteration 16Q: 3 clusters Score -414624.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -414627.218750 Penalty: 3848.133545
	Iteration 17Q: 3 clusters Score -414627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -414628.375000 Penalty: 3848.133545
	Iteration 18Q: 3 clusters Score -414628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -414628.875000 Penalty: 3848.133545
	Iteration 19Q: 3 clusters Score -414628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -414629.875000 Penalty: 3848.133545
	Iteration 20F: 3 clusters Score -414629.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 14826 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 23167 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14439 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9604 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 17141 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13234 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3844 members 
Mstep: Class 29 contains 20855 members 
Mstep: Class 30 contains 44197 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19239 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17075 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21110 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17479 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 1179 members 
Mstep: Class 44 contains 20619 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8797 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26814 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 30010 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 19638 members 
Mstep: Class 56 contains 1162 members 
Entering Unmasked Estep 
Score: -84213304.000000 Penalty: 180303.937500
Splitting cluster 43 changes total score from -84213568.000000 to -84213304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (20619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Entering Unmasked Estep 
Score: -4056354.500000 Penalty: 2463.624268
	Iteration 0F: 2 clusters Score -4056354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -4042071.500000 Penalty: 4927.248535
	Iteration 0F: 3 clusters Score -4042072 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -4046853.250000 Penalty: 4927.248535
	Iteration 1F: 3 clusters Score -4046853 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -4047220.750000 Penalty: 4927.248535
	Iteration 2F: 3 clusters Score -4047221 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -4047509.000000 Penalty: 4927.248535
	Iteration 3Q: 3 clusters Score -4047509 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -4047744.000000 Penalty: 4927.248535
	Iteration 4Q: 3 clusters Score -4047744 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -4047978.500000 Penalty: 4927.248535
	Iteration 5Q: 3 clusters Score -4047978 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -4048171.500000 Penalty: 4927.248535
	Iteration 6Q: 3 clusters Score -4048172 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -4048392.250000 Penalty: 4927.248535
	Iteration 7Q: 3 clusters Score -4048392 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -4048690.750000 Penalty: 4927.248535
	Iteration 8Q: 3 clusters Score -4048691 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -4049165.000000 Penalty: 4927.248535
	Iteration 9Q: 3 clusters Score -4049165 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -4049759.250000 Penalty: 4927.248535
	Iteration 10Q: 3 clusters Score -4049759 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -4050453.500000 Penalty: 4927.248535
	Iteration 11Q: 3 clusters Score -4050454 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4051230.500000 Penalty: 4927.248535
	Iteration 12F: 3 clusters Score -4051230 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4051982.500000 Penalty: 4927.248535
	Iteration 13Q: 3 clusters Score -4051982 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4052718.250000 Penalty: 4927.248535
	Iteration 14Q: 3 clusters Score -4052718 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4053328.250000 Penalty: 4927.248535
	Iteration 15Q: 3 clusters Score -4053328 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4053663.750000 Penalty: 4927.248535
	Iteration 16Q: 3 clusters Score -4053664 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4053845.000000 Penalty: 4927.248535
	Iteration 17Q: 3 clusters Score -4053845 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4053965.750000 Penalty: 4927.248535
	Iteration 18Q: 3 clusters Score -4053966 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4054027.000000 Penalty: 4927.248535
	Iteration 19Q: 3 clusters Score -4054027 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4054068.750000 Penalty: 4927.248535
	Iteration 20F: 3 clusters Score -4054069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4054114.000000 Penalty: 4927.248535
	Iteration 21Q: 3 clusters Score -4054114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4054142.000000 Penalty: 4927.248535
	Iteration 22Q: 3 clusters Score -4054142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4054176.250000 Penalty: 4927.248535
	Iteration 23Q: 3 clusters Score -4054176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4054216.500000 Penalty: 4927.248535
	Iteration 24Q: 3 clusters Score -4054216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4054232.500000 Penalty: 4927.248535
	Iteration 25Q: 3 clusters Score -4054232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4054238.000000 Penalty: 4927.248535
	Iteration 26Q: 3 clusters Score -4054238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4054247.250000 Penalty: 4927.248535
	Iteration 27Q: 3 clusters Score -4054247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4054251.500000 Penalty: 4927.248535
	Iteration 28Q: 3 clusters Score -4054252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4054258.250000 Penalty: 4927.248535
	Iteration 29Q: 3 clusters Score -4054258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4054265.250000 Penalty: 4927.248535
	Iteration 30Q: 3 clusters Score -4054265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4054269.500000 Penalty: 4927.248535
	Iteration 31Q: 3 clusters Score -4054270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4054273.500000 Penalty: 4927.248535
	Iteration 32Q: 3 clusters Score -4054274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4054272.750000 Penalty: 4927.248535
	Iteration 33Q: 3 clusters Score -4054273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4054271.250000 Penalty: 4927.248535
	Iteration 34Q: 3 clusters Score -4054271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4054271.250000 Penalty: 4927.248535
	Iteration 35F: 3 clusters Score -4054271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -88004.875000 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -88004.88 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 280 members 
Entering Unmasked Estep 
Score: -86489.281250 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -86489.28 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -86697.281250 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -86697.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -86780.632812 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -86780.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -86843.656250 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -86843.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -86886.937500 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -86886.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -86962.218750 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -86962.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -87039.125000 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -87039.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -87090.179688 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -87090.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -87119.359375 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -87119.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -87141.335938 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -87141.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -87146.734375 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -87146.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -87151.101562 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -87151.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -87152.445312 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -87152.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -87152.445312 Penalty: 3123.366211
	Iteration 13F: 3 clusters Score -87152.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -309837.218750 Penalty: 1846.897705
	Iteration 0F: 2 clusters Score -309837.2 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 860 members 
Entering Unmasked Estep 
Score: -307453.250000 Penalty: 3693.795410
	Iteration 0F: 3 clusters Score -307453.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -307941.843750 Penalty: 3693.795410
	Iteration 1F: 3 clusters Score -307941.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -308116.250000 Penalty: 3693.795410
	Iteration 2F: 3 clusters Score -308116.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -308255.062500 Penalty: 3693.795410
	Iteration 3F: 3 clusters Score -308255.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -308349.093750 Penalty: 3693.795410
	Iteration 4Q: 3 clusters Score -308349.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -308442.531250 Penalty: 3693.795410
	Iteration 5Q: 3 clusters Score -308442.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -308499.843750 Penalty: 3693.795410
	Iteration 6Q: 3 clusters Score -308499.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -308561.125000 Penalty: 3693.795410
	Iteration 7Q: 3 clusters Score -308561.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -308614.125000 Penalty: 3693.795410
	Iteration 8Q: 3 clusters Score -308614.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -308662.093750 Penalty: 3693.795410
	Iteration 9Q: 3 clusters Score -308662.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -308696.843750 Penalty: 3693.795410
	Iteration 10Q: 3 clusters Score -308696.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -308730.468750 Penalty: 3693.795410
	Iteration 11Q: 3 clusters Score -308730.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -308755.625000 Penalty: 3693.795410
	Iteration 12Q: 3 clusters Score -308755.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -308766.625000 Penalty: 3693.795410
	Iteration 13Q: 3 clusters Score -308766.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -308778.406250 Penalty: 3693.795410
	Iteration 14Q: 3 clusters Score -308778.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -308794.562500 Penalty: 3693.795410
	Iteration 15Q: 3 clusters Score -308794.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -308807.187500 Penalty: 3693.795410
	Iteration 16Q: 3 clusters Score -308807.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -308818.218750 Penalty: 3693.795410
	Iteration 17Q: 3 clusters Score -308818.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -308824.875000 Penalty: 3693.795410
	Iteration 18Q: 3 clusters Score -308824.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -308831.500000 Penalty: 3693.795410
	Iteration 19Q: 3 clusters Score -308831.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -308835.750000 Penalty: 3693.795410
	Iteration 20F: 3 clusters Score -308835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -308838.156250 Penalty: 3693.795410
	Iteration 21Q: 3 clusters Score -308838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -308843.406250 Penalty: 3693.795410
	Iteration 22Q: 3 clusters Score -308843.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -308848.812500 Penalty: 3693.795410
	Iteration 23Q: 3 clusters Score -308848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -308852.437500 Penalty: 3693.795410
	Iteration 24Q: 3 clusters Score -308852.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -308854.906250 Penalty: 3693.795410
	Iteration 25Q: 3 clusters Score -308854.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -308855.562500 Penalty: 3693.795410
	Iteration 26Q: 3 clusters Score -308855.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -308855.562500 Penalty: 3693.795410
	Iteration 27F: 3 clusters Score -308855.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -53372.750000 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -53372.75 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 196 members 
Entering Unmasked Estep 
Score: -51992.320312 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -51992.32 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52162.066406 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -52162.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52256.679688 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -52256.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52280.179688 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -52280.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52296.398438 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -52296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52304.171875 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -52304.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52307.695312 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -52307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -52313.085938 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -52313.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -52313.085938 Penalty: 2934.436279
	Iteration 8F: 3 clusters Score -52313.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Entering Unmasked Estep 
Score: -1646883.500000 Penalty: 2252.377197
	Iteration 0F: 2 clusters Score -1646884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1640021.750000 Penalty: 4504.754395
	Iteration 0F: 3 clusters Score -1640022 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1642009.500000 Penalty: 4504.754395
	Iteration 1F: 3 clusters Score -1642010 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1642316.375000 Penalty: 4504.754395
	Iteration 2F: 3 clusters Score -1642316 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1642515.875000 Penalty: 4504.754395
	Iteration 3F: 3 clusters Score -1642516 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1642671.500000 Penalty: 4504.754395
	Iteration 4Q: 3 clusters Score -1642672 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1642812.125000 Penalty: 4504.754395
	Iteration 5Q: 3 clusters Score -1642812 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1642921.000000 Penalty: 4504.754395
	Iteration 6Q: 3 clusters Score -1642921 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1643000.875000 Penalty: 4504.754395
	Iteration 7Q: 3 clusters Score -1643001 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1643062.875000 Penalty: 4504.754395
	Iteration 8Q: 3 clusters Score -1643063 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1643117.375000 Penalty: 4504.754395
	Iteration 9Q: 3 clusters Score -1643117 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1643165.000000 Penalty: 4504.754395
	Iteration 10Q: 3 clusters Score -1643165 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1643224.750000 Penalty: 4504.754395
	Iteration 11Q: 3 clusters Score -1643225 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1643278.750000 Penalty: 4504.754395
	Iteration 12Q: 3 clusters Score -1643279 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1643324.375000 Penalty: 4504.754395
	Iteration 13Q: 3 clusters Score -1643324 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1643356.625000 Penalty: 4504.754395
	Iteration 14Q: 3 clusters Score -1643357 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1643392.000000 Penalty: 4504.754395
	Iteration 15Q: 3 clusters Score -1643392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1643428.250000 Penalty: 4504.754395
	Iteration 16Q: 3 clusters Score -1643428 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1643463.875000 Penalty: 4504.754395
	Iteration 17Q: 3 clusters Score -1643464 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1643494.625000 Penalty: 4504.754395
	Iteration 18Q: 3 clusters Score -1643495 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1643523.250000 Penalty: 4504.754395
	Iteration 19Q: 3 clusters Score -1643523 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1643561.125000 Penalty: 4504.754395
	Iteration 20F: 3 clusters Score -1643561 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1643590.625000 Penalty: 4504.754395
	Iteration 21Q: 3 clusters Score -1643591 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1643623.750000 Penalty: 4504.754395
	Iteration 22Q: 3 clusters Score -1643624 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1643654.875000 Penalty: 4504.754395
	Iteration 23Q: 3 clusters Score -1643655 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1643683.250000 Penalty: 4504.754395
	Iteration 24Q: 3 clusters Score -1643683 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1643701.875000 Penalty: 4504.754395
	Iteration 25Q: 3 clusters Score -1643702 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1643730.750000 Penalty: 4504.754395
	Iteration 26Q: 3 clusters Score -1643731 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1643751.500000 Penalty: 4504.754395
	Iteration 27Q: 3 clusters Score -1643752 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1643779.625000 Penalty: 4504.754395
	Iteration 28Q: 3 clusters Score -1643780 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1643829.750000 Penalty: 4504.754395
	Iteration 29Q: 3 clusters Score -1643830 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1643873.250000 Penalty: 4504.754395
	Iteration 30Q: 3 clusters Score -1643873 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1643908.750000 Penalty: 4504.754395
	Iteration 31Q: 3 clusters Score -1643909 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1643962.750000 Penalty: 4504.754395
	Iteration 32Q: 3 clusters Score -1643963 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1644012.500000 Penalty: 4504.754395
	Iteration 33Q: 3 clusters Score -1644012 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1644078.125000 Penalty: 4504.754395
	Iteration 34Q: 3 clusters Score -1644078 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1644161.750000 Penalty: 4504.754395
	Iteration 35Q: 3 clusters Score -1644162 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1644239.875000 Penalty: 4504.754395
	Iteration 36Q: 3 clusters Score -1644240 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1644332.500000 Penalty: 4504.754395
	Iteration 37Q: 3 clusters Score -1644332 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1644418.625000 Penalty: 4504.754395
	Iteration 38Q: 3 clusters Score -1644419 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1644494.625000 Penalty: 4504.754395
	Iteration 39Q: 3 clusters Score -1644495 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1644549.000000 Penalty: 4504.754395
	Iteration 40F: 3 clusters Score -1644549 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1644594.625000 Penalty: 4504.754395
	Iteration 41Q: 3 clusters Score -1644595 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1644635.250000 Penalty: 4504.754395
	Iteration 42Q: 3 clusters Score -1644635 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1644672.125000 Penalty: 4504.754395
	Iteration 43Q: 3 clusters Score -1644672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1644717.500000 Penalty: 4504.754395
	Iteration 44Q: 3 clusters Score -1644718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1644755.375000 Penalty: 4504.754395
	Iteration 45Q: 3 clusters Score -1644755 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1644792.125000 Penalty: 4504.754395
	Iteration 46Q: 3 clusters Score -1644792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1644826.625000 Penalty: 4504.754395
	Iteration 47Q: 3 clusters Score -1644827 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1644864.625000 Penalty: 4504.754395
	Iteration 48Q: 3 clusters Score -1644865 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1644899.625000 Penalty: 4504.754395
	Iteration 49Q: 3 clusters Score -1644900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1644927.375000 Penalty: 4504.754395
	Iteration 50Q: 3 clusters Score -1644927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1644946.000000 Penalty: 4504.754395
	Iteration 51Q: 3 clusters Score -1644946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1644968.000000 Penalty: 4504.754395
	Iteration 52Q: 3 clusters Score -1644968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1644983.875000 Penalty: 4504.754395
	Iteration 53Q: 3 clusters Score -1644984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1644991.625000 Penalty: 4504.754395
	Iteration 54Q: 3 clusters Score -1644992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1645002.750000 Penalty: 4504.754395
	Iteration 55Q: 3 clusters Score -1645003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1645013.375000 Penalty: 4504.754395
	Iteration 56Q: 3 clusters Score -1645013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1645023.750000 Penalty: 4504.754395
	Iteration 57Q: 3 clusters Score -1645024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1645032.250000 Penalty: 4504.754395
	Iteration 58Q: 3 clusters Score -1645032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1645039.000000 Penalty: 4504.754395
	Iteration 59Q: 3 clusters Score -1645039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1645043.000000 Penalty: 4504.754395
	Iteration 60F: 3 clusters Score -1645043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1645046.250000 Penalty: 4504.754395
	Iteration 61Q: 3 clusters Score -1645046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1645049.125000 Penalty: 4504.754395
	Iteration 62Q: 3 clusters Score -1645049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1645048.625000 Penalty: 4504.754395
	Iteration 63Q: 3 clusters Score -1645049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1645052.125000 Penalty: 4504.754395
	Iteration 64Q: 3 clusters Score -1645052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1645051.750000 Penalty: 4504.754395
	Iteration 65Q: 3 clusters Score -1645052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1645055.375000 Penalty: 4504.754395
	Iteration 66Q: 3 clusters Score -1645055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1645057.000000 Penalty: 4504.754395
	Iteration 67Q: 3 clusters Score -1645057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1645064.500000 Penalty: 4504.754395
	Iteration 68Q: 3 clusters Score -1645064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1645065.625000 Penalty: 4504.754395
	Iteration 69Q: 3 clusters Score -1645066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1645071.000000 Penalty: 4504.754395
	Iteration 70Q: 3 clusters Score -1645071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1645071.125000 Penalty: 4504.754395
	Iteration 71Q: 3 clusters Score -1645071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1645074.000000 Penalty: 4504.754395
	Iteration 72Q: 3 clusters Score -1645074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1645074.000000 Penalty: 4504.754395
	Iteration 73F: 3 clusters Score -1645074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -25967.187500 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -25967.19 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 138 members 
Entering Unmasked Estep 
Score: -25074.609375 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -25074.61 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25270.970703 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -25270.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25413.767578 Penalty: 2798.385986
	Iteration 2F: 3 clusters Score -25413.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25478.089844 Penalty: 2798.385986
	Iteration 3F: 3 clusters Score -25478.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -25504.060547 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -25504.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -25538.882812 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -25538.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25583.339844 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -25583.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25627.193359 Penalty: 2798.385986
	Iteration 7Q: 3 clusters Score -25627.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25648.490234 Penalty: 2798.385986
	Iteration 8Q: 3 clusters Score -25648.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -25653.267578 Penalty: 2798.385986
	Iteration 9Q: 3 clusters Score -25653.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -25655.152344 Penalty: 2798.385986
	Iteration 10Q: 3 clusters Score -25655.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -25655.152344 Penalty: 2798.385986
	Iteration 11F: 3 clusters Score -25655.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -73565.171875 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -73565.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72052.210938 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -72052.21 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -72278.515625 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -72278.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72395.632812 Penalty: 3071.411621
	Iteration 2F: 3 clusters Score -72395.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -72431.515625 Penalty: 3071.411621
	Iteration 3Q: 3 clusters Score -72431.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -72524.242188 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -72524.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -72585.515625 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -72585.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -72628.046875 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -72628.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -72646.726562 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -72646.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72655.570312 Penalty: 3071.411621
	Iteration 8Q: 3 clusters Score -72655.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -72664.531250 Penalty: 3071.411621
	Iteration 9Q: 3 clusters Score -72664.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -72665.539062 Penalty: 3071.411621
	Iteration 10Q: 3 clusters Score -72665.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -72665.539062 Penalty: 3071.411621
	Iteration 11F: 3 clusters Score -72665.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (26814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Entering Unmasked Estep 
Score: -5273535.500000 Penalty: 2528.776367
	Iteration 0F: 2 clusters Score -5273536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -5256483.500000 Penalty: 5057.552734
	Iteration 0F: 3 clusters Score -5256484 nChanged 12110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -5262973.500000 Penalty: 5057.552734
	Iteration 1F: 3 clusters Score -5262974 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -5263449.000000 Penalty: 5057.552734
	Iteration 2F: 3 clusters Score -5263449 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -5263876.000000 Penalty: 5057.552734
	Iteration 3Q: 3 clusters Score -5263876 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -5264294.000000 Penalty: 5057.552734
	Iteration 4Q: 3 clusters Score -5264294 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -5264822.500000 Penalty: 5057.552734
	Iteration 5Q: 3 clusters Score -5264822 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -5265508.500000 Penalty: 5057.552734
	Iteration 6F: 3 clusters Score -5265508 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -5266532.500000 Penalty: 5057.552734
	Iteration 7F: 3 clusters Score -5266532 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -5267805.500000 Penalty: 5057.552734
	Iteration 8F: 3 clusters Score -5267806 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -5269038.500000 Penalty: 5057.552734
	Iteration 9F: 3 clusters Score -5269038 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -5270146.000000 Penalty: 5057.552734
	Iteration 10F: 3 clusters Score -5270146 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -5270793.500000 Penalty: 5057.552734
	Iteration 11Q: 3 clusters Score -5270794 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -5271225.500000 Penalty: 5057.552734
	Iteration 12Q: 3 clusters Score -5271226 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -5271339.500000 Penalty: 5057.552734
	Iteration 13Q: 3 clusters Score -5271340 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -5271428.500000 Penalty: 5057.552734
	Iteration 14Q: 3 clusters Score -5271428 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -5271482.500000 Penalty: 5057.552734
	Iteration 15Q: 3 clusters Score -5271482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -5271499.500000 Penalty: 5057.552734
	Iteration 16Q: 3 clusters Score -5271500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -5271531.000000 Penalty: 5057.552734
	Iteration 17Q: 3 clusters Score -5271531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -5271529.500000 Penalty: 5057.552734
	Iteration 18Q: 3 clusters Score -5271530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -5271529.500000 Penalty: 5057.552734
	Iteration 19Q: 3 clusters Score -5271530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -5271534.000000 Penalty: 5057.552734
	Iteration 20F: 3 clusters Score -5271534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5271538.500000 Penalty: 5057.552734
	Iteration 21Q: 3 clusters Score -5271538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -5271543.000000 Penalty: 5057.552734
	Iteration 22Q: 3 clusters Score -5271543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -5271542.500000 Penalty: 5057.552734
	Iteration 23Q: 3 clusters Score -5271542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -5271545.000000 Penalty: 5057.552734
	Iteration 24Q: 3 clusters Score -5271545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -5271545.000000 Penalty: 5057.552734
	Iteration 25F: 3 clusters Score -5271545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -121150.578125 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -121150.6 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 381 members 
Entering Unmasked Estep 
Score: -119541.281250 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -119541.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -119790.000000 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -119790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -119866.992188 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -119867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -119916.148438 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -119916.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -119930.242188 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -119930.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -119955.414062 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -119955.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -119980.382812 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -119980.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -120009.132812 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -120009.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -120047.937500 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -120047.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -120071.023438 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -120071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -120081.414062 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -120081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -120086.507812 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -120086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -120090.359375 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -120090.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -120091.179688 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -120091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -120091.179688 Penalty: 3274.210205
	Iteration 14F: 3 clusters Score -120091.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (30010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Entering Unmasked Estep 
Score: -5892283.000000 Penalty: 2556.702881
	Iteration 0F: 2 clusters Score -5892283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -5874730.000000 Penalty: 5113.405762
	Iteration 0F: 3 clusters Score -5874730 nChanged 13492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -5881894.500000 Penalty: 5113.405762
	Iteration 1F: 3 clusters Score -5881894 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -5882326.500000 Penalty: 5113.405762
	Iteration 2Q: 3 clusters Score -5882326 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -5882691.500000 Penalty: 5113.405762
	Iteration 3Q: 3 clusters Score -5882692 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -5883027.500000 Penalty: 5113.405762
	Iteration 4Q: 3 clusters Score -5883028 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -5883337.500000 Penalty: 5113.405762
	Iteration 5Q: 3 clusters Score -5883338 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -5883699.000000 Penalty: 5113.405762
	Iteration 6Q: 3 clusters Score -5883699 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -5884146.000000 Penalty: 5113.405762
	Iteration 7Q: 3 clusters Score -5884146 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -5884828.000000 Penalty: 5113.405762
	Iteration 8Q: 3 clusters Score -5884828 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -5885601.500000 Penalty: 5113.405762
	Iteration 9Q: 3 clusters Score -5885602 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -5886444.500000 Penalty: 5113.405762
	Iteration 10F: 3 clusters Score -5886444 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -5887299.000000 Penalty: 5113.405762
	Iteration 11F: 3 clusters Score -5887299 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -5888055.000000 Penalty: 5113.405762
	Iteration 12F: 3 clusters Score -5888055 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -5888925.500000 Penalty: 5113.405762
	Iteration 13F: 3 clusters Score -5888926 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5889390.500000 Penalty: 5113.405762
	Iteration 14Q: 3 clusters Score -5889390 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5889645.000000 Penalty: 5113.405762
	Iteration 15Q: 3 clusters Score -5889645 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5889814.500000 Penalty: 5113.405762
	Iteration 16Q: 3 clusters Score -5889814 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5889891.000000 Penalty: 5113.405762
	Iteration 17Q: 3 clusters Score -5889891 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5889994.500000 Penalty: 5113.405762
	Iteration 18Q: 3 clusters Score -5889994 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5890039.500000 Penalty: 5113.405762
	Iteration 19Q: 3 clusters Score -5890040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5890079.500000 Penalty: 5113.405762
	Iteration 20F: 3 clusters Score -5890080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5890113.000000 Penalty: 5113.405762
	Iteration 21Q: 3 clusters Score -5890113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5890141.000000 Penalty: 5113.405762
	Iteration 22Q: 3 clusters Score -5890141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5890153.000000 Penalty: 5113.405762
	Iteration 23Q: 3 clusters Score -5890153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5890153.500000 Penalty: 5113.405762
	Iteration 24Q: 3 clusters Score -5890154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5890165.500000 Penalty: 5113.405762
	Iteration 25Q: 3 clusters Score -5890166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5890178.000000 Penalty: 5113.405762
	Iteration 26Q: 3 clusters Score -5890178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5890183.000000 Penalty: 5113.405762
	Iteration 27Q: 3 clusters Score -5890183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5890197.000000 Penalty: 5113.405762
	Iteration 28Q: 3 clusters Score -5890197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5890192.500000 Penalty: 5113.405762
	Iteration 29Q: 3 clusters Score -5890192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5890197.500000 Penalty: 5113.405762
	Iteration 30Q: 3 clusters Score -5890198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5890203.000000 Penalty: 5113.405762
	Iteration 31Q: 3 clusters Score -5890203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5890203.000000 Penalty: 5113.405762
	Iteration 32F: 3 clusters Score -5890203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -47782.160156 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -47782.16 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 130 members 
Entering Unmasked Estep 
Score: -46562.152344 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -46562.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -46619.144531 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -46619.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -46648.984375 Penalty: 2752.341797
	Iteration 2Q: 3 clusters Score -46648.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -46676.390625 Penalty: 2752.341797
	Iteration 3Q: 3 clusters Score -46676.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -46682.484375 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -46682.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -46686.113281 Penalty: 2752.341797
	Iteration 5Q: 3 clusters Score -46686.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -46686.113281 Penalty: 2752.341797
	Iteration 6F: 3 clusters Score -46686.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 14826 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 23167 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14439 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9604 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 17141 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13234 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3844 members 
Mstep: Class 29 contains 20855 members 
Mstep: Class 30 contains 44197 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19239 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17075 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21110 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17479 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 20619 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8797 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26814 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 30010 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84215328.000000 Penalty: 177084.234375
Iteration 439Q: 56 clusters Score -8.421533e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 14829 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 22990 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 4431 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14443 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9588 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 17975 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 13098 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 6002 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3855 members 
Mstep: Class 29 contains 20870 members 
Mstep: Class 30 contains 44204 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19146 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17077 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21343 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17475 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2342 members 
Mstep: Class 44 contains 20741 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8812 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26794 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 30018 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 19362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84215984.000000 Penalty: 177084.234375
Iteration 440F: 56 clusters Score -8.421598e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 14834 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 22441 members 
Mstep: Class 6 contains 5832 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14442 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9546 members 
Mstep: Class 15 contains 5050 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 18711 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 12866 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3846 members 
Mstep: Class 29 contains 20732 members 
Mstep: Class 30 contains 44027 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19070 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17067 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21556 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17479 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2342 members 
Mstep: Class 44 contains 20826 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8789 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26707 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 29609 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 20599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84216800.000000 Penalty: 177084.234375
Iteration 441Q: 56 clusters Score -8.42168e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 14833 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21982 members 
Mstep: Class 6 contains 5727 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14441 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9530 members 
Mstep: Class 15 contains 5051 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 19573 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 12627 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2262 members 
Mstep: Class 26 contains 5983 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3842 members 
Mstep: Class 29 contains 20656 members 
Mstep: Class 30 contains 43857 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19039 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17061 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21752 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17487 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2342 members 
Mstep: Class 44 contains 20859 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8787 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26559 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 29113 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 21568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217384.000000 Penalty: 177084.234375
Iteration 442Q: 56 clusters Score -8.421738e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 14835 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 4420 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14435 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9514 members 
Mstep: Class 15 contains 5055 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 20569 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 12405 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2262 members 
Mstep: Class 26 contains 5980 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3843 members 
Mstep: Class 29 contains 20602 members 
Mstep: Class 30 contains 43723 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19016 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17062 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21907 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17488 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2342 members 
Mstep: Class 44 contains 20826 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8779 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26363 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28561 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 22454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217768.000000 Penalty: 177084.234375
Iteration 443Q: 56 clusters Score -8.421777e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 14830 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21261 members 
Mstep: Class 6 contains 5487 members 
Mstep: Class 7 contains 4415 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14431 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9488 members 
Mstep: Class 15 contains 5061 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 21727 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 12185 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2258 members 
Mstep: Class 26 contains 5982 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3843 members 
Mstep: Class 29 contains 20548 members 
Mstep: Class 30 contains 43583 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19015 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17063 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21998 members 
Mstep: Class 39 contains 577 members 
Mstep: Class 40 contains 17494 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2342 members 
Mstep: Class 44 contains 20744 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8762 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 26151 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27828 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 23463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84218304.000000 Penalty: 177084.234375
Iteration 444Q: 56 clusters Score -8.42183e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 14826 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 20955 members 
Mstep: Class 6 contains 5375 members 
Mstep: Class 7 contains 4408 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14433 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9452 members 
Mstep: Class 15 contains 5069 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 23017 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 11972 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 2257 members 
Mstep: Class 26 contains 5982 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3847 members 
Mstep: Class 29 contains 20498 members 
Mstep: Class 30 contains 43480 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19020 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17063 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21998 members 
Mstep: Class 39 contains 578 members 
Mstep: Class 40 contains 17494 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2342 members 
Mstep: Class 44 contains 20607 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8747 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25831 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27061 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 24520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84219112.000000 Penalty: 177084.234375
Iteration 445Q: 56 clusters Score -8.421911e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 14823 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 20718 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 4404 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 9433 members 
Mstep: Class 15 contains 5069 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 24451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 11738 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 5977 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3846 members 
Mstep: Class 29 contains 20449 members 
Mstep: Class 30 contains 43370 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19058 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17067 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21901 members 
Mstep: Class 39 contains 579 members 
Mstep: Class 40 contains 17493 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2342 members 
Mstep: Class 44 contains 20427 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1716 members 
Mstep: Class 47 contains 371 members 
Mstep: Class 48 contains 8744 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 25454 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26135 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 25746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84220280.000000 Penalty: 177084.234375
Iteration 446Q: 56 clusters Score -8.422028e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 14823 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 20584 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 4401 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14431 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 5073 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 25833 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 11516 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 5976 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3834 members 
Mstep: Class 29 contains 20389 members 
Mstep: Class 30 contains 43262 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19080 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17066 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21716 members 
Mstep: Class 39 contains 578 members 
Mstep: Class 40 contains 17496 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2342 members 
Mstep: Class 44 contains 20129 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1717 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 8731 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24928 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 25597 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 26899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84220872.000000 Penalty: 177084.234375
Iteration 447Q: 56 clusters Score -8.422087e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 14812 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 20481 members 
Mstep: Class 6 contains 5040 members 
Mstep: Class 7 contains 4395 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14434 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 9339 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 27151 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 11298 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 5974 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3829 members 
Mstep: Class 29 contains 20347 members 
Mstep: Class 30 contains 43151 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19109 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17070 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21545 members 
Mstep: Class 39 contains 580 members 
Mstep: Class 40 contains 17499 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2342 members 
Mstep: Class 44 contains 19788 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1718 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 8730 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24277 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 25351 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 28029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84221296.000000 Penalty: 177084.234375
Iteration 448Q: 56 clusters Score -8.42213e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 14806 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 20469 members 
Mstep: Class 6 contains 4932 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14429 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 9292 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 11087 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 2264 members 
Mstep: Class 26 contains 5972 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3823 members 
Mstep: Class 29 contains 20317 members 
Mstep: Class 30 contains 43071 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19136 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17076 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21320 members 
Mstep: Class 39 contains 581 members 
Mstep: Class 40 contains 17503 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2342 members 
Mstep: Class 44 contains 19514 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1717 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8720 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 23675 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 25333 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 29097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84221232.000000 Penalty: 177084.234375
Iteration 449Q: 56 clusters Score -8.422123e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 14803 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 20476 members 
Mstep: Class 6 contains 4835 members 
Mstep: Class 7 contains 4378 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14427 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 9224 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 29540 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 10862 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2262 members 
Mstep: Class 26 contains 5971 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3820 members 
Mstep: Class 29 contains 20266 members 
Mstep: Class 30 contains 43049 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19171 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17073 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 21092 members 
Mstep: Class 39 contains 582 members 
Mstep: Class 40 contains 17519 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2342 members 
Mstep: Class 44 contains 19281 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1717 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8719 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 23193 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 25467 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 30009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84221056.000000 Penalty: 177084.234375
Iteration 450Q: 56 clusters Score -8.422106e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 14808 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 20532 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 4373 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14435 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 9168 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 30615 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5967 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3820 members 
Mstep: Class 29 contains 20213 members 
Mstep: Class 30 contains 43025 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19217 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17067 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20826 members 
Mstep: Class 39 contains 584 members 
Mstep: Class 40 contains 17533 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2342 members 
Mstep: Class 44 contains 19096 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1717 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8723 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22718 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 25843 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 30589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84220904.000000 Penalty: 177084.234375
Iteration 451Q: 56 clusters Score -8.42209e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 14812 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 20612 members 
Mstep: Class 6 contains 4741 members 
Mstep: Class 7 contains 4366 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14451 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9116 members 
Mstep: Class 15 contains 5073 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 31513 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 10549 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3825 members 
Mstep: Class 29 contains 20208 members 
Mstep: Class 30 contains 43013 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19228 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17067 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20652 members 
Mstep: Class 39 contains 584 members 
Mstep: Class 40 contains 17539 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 18922 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1717 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8718 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22273 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26355 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 30988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84220336.000000 Penalty: 177084.234375
Iteration 452Q: 56 clusters Score -8.422034e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 14812 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 20738 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 4361 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14458 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 4981 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9076 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 32304 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 10454 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5966 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3822 members 
Mstep: Class 29 contains 20216 members 
Mstep: Class 30 contains 42963 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19248 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17075 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20485 members 
Mstep: Class 39 contains 584 members 
Mstep: Class 40 contains 17541 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 18771 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1718 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8719 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22023 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26746 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84219536.000000 Penalty: 177084.234375
Iteration 453Q: 56 clusters Score -8.421954e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 20846 members 
Mstep: Class 6 contains 4711 members 
Mstep: Class 7 contains 4358 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14464 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 4981 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9053 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 32973 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 10324 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2262 members 
Mstep: Class 26 contains 5969 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3817 members 
Mstep: Class 29 contains 20217 members 
Mstep: Class 30 contains 42932 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19276 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17078 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20365 members 
Mstep: Class 39 contains 584 members 
Mstep: Class 40 contains 17546 members 
Mstep: Class 41 contains 1386 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 18603 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1718 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8718 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 21937 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27014 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 31305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84218840.000000 Penalty: 177084.234375
Iteration 454Q: 56 clusters Score -8.421884e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 20942 members 
Mstep: Class 6 contains 4701 members 
Mstep: Class 7 contains 4353 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14456 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9036 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 33475 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 10226 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 5968 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3822 members 
Mstep: Class 29 contains 20218 members 
Mstep: Class 30 contains 42927 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19291 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17077 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20282 members 
Mstep: Class 39 contains 584 members 
Mstep: Class 40 contains 17556 members 
Mstep: Class 41 contains 1386 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 18435 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1718 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8721 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 21959 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27181 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 31347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84218248.000000 Penalty: 177084.234375
Iteration 455Q: 56 clusters Score -8.421825e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 14822 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21024 members 
Mstep: Class 6 contains 4702 members 
Mstep: Class 7 contains 4344 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14455 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9018 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 33818 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 10130 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 5967 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3822 members 
Mstep: Class 29 contains 20219 members 
Mstep: Class 30 contains 42917 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19306 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17074 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20187 members 
Mstep: Class 39 contains 584 members 
Mstep: Class 40 contains 17561 members 
Mstep: Class 41 contains 1386 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 18293 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1718 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8727 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22043 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27313 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 31366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217872.000000 Penalty: 177084.234375
Iteration 456Q: 56 clusters Score -8.421787e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 14819 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21116 members 
Mstep: Class 6 contains 4706 members 
Mstep: Class 7 contains 4341 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14455 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 4981 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9011 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 34014 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 10035 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 5966 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3824 members 
Mstep: Class 29 contains 20221 members 
Mstep: Class 30 contains 42917 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19310 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17083 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20123 members 
Mstep: Class 39 contains 584 members 
Mstep: Class 40 contains 17563 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 18157 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1718 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8733 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22103 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27444 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 31399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217504.000000 Penalty: 177084.234375
Iteration 457Q: 56 clusters Score -8.42175e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 14814 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21221 members 
Mstep: Class 6 contains 4697 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14464 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 4981 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 5079 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 34128 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9956 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 5968 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3829 members 
Mstep: Class 29 contains 20213 members 
Mstep: Class 30 contains 42921 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19320 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17092 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20068 members 
Mstep: Class 39 contains 584 members 
Mstep: Class 40 contains 17564 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 18019 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1718 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8747 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22177 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27533 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 31426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217240.000000 Penalty: 177084.234375
Iteration 458Q: 56 clusters Score -8.421724e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 14814 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21349 members 
Mstep: Class 6 contains 4688 members 
Mstep: Class 7 contains 4336 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14458 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 8992 members 
Mstep: Class 15 contains 5079 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 34203 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9844 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3828 members 
Mstep: Class 29 contains 20214 members 
Mstep: Class 30 contains 42909 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19316 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17095 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20020 members 
Mstep: Class 39 contains 584 members 
Mstep: Class 40 contains 17563 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 17870 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1719 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8759 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22303 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27634 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 31451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217056.000000 Penalty: 177084.234375
Iteration 459Q: 56 clusters Score -8.421706e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 14813 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21480 members 
Mstep: Class 6 contains 4664 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14466 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 8987 members 
Mstep: Class 15 contains 5079 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 34277 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9750 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2258 members 
Mstep: Class 26 contains 5963 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3828 members 
Mstep: Class 29 contains 20212 members 
Mstep: Class 30 contains 42920 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19297 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17099 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 19986 members 
Mstep: Class 39 contains 584 members 
Mstep: Class 40 contains 17561 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 17739 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1720 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8761 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22402 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27710 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 31462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217552.000000 Penalty: 177084.234375
Iteration 460F: 56 clusters Score -8.421755e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 14812 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21584 members 
Mstep: Class 6 contains 4643 members 
Mstep: Class 7 contains 4330 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14474 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 34968 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9670 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2257 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3830 members 
Mstep: Class 29 contains 20218 members 
Mstep: Class 30 contains 42926 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19267 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17101 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 19947 members 
Mstep: Class 39 contains 584 members 
Mstep: Class 40 contains 17563 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 17615 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1721 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8761 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22525 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27101 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217312.000000 Penalty: 177084.234375
Iteration 461Q: 56 clusters Score -8.421731e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 14811 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21675 members 
Mstep: Class 6 contains 4634 members 
Mstep: Class 7 contains 4328 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14472 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 8949 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 35499 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5963 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3831 members 
Mstep: Class 29 contains 20234 members 
Mstep: Class 30 contains 42953 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19258 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17105 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 19913 members 
Mstep: Class 39 contains 584 members 
Mstep: Class 40 contains 17565 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 17513 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1721 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8768 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22538 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26775 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84216600.000000 Penalty: 177084.234375
Iteration 462Q: 56 clusters Score -8.42166e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 14816 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21768 members 
Mstep: Class 6 contains 4627 members 
Mstep: Class 7 contains 4325 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14472 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 8935 members 
Mstep: Class 15 contains 5079 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 35896 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9565 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2258 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3832 members 
Mstep: Class 29 contains 20248 members 
Mstep: Class 30 contains 42966 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19258 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17106 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 19858 members 
Mstep: Class 39 contains 584 members 
Mstep: Class 40 contains 17563 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 17407 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1721 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8770 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22529 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26643 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 33047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84216416.000000 Penalty: 177084.234375
Iteration 463Q: 56 clusters Score -8.421642e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 14820 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21876 members 
Mstep: Class 6 contains 4625 members 
Mstep: Class 7 contains 4325 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14474 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 8923 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36217 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9533 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2258 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3831 members 
Mstep: Class 29 contains 20257 members 
Mstep: Class 30 contains 42987 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19248 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17107 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 19845 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17555 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 17245 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1721 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8769 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22546 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26587 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 33361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84215872.000000 Penalty: 177084.234375
Iteration 464Q: 56 clusters Score -8.421587e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 14829 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 21981 members 
Mstep: Class 6 contains 4629 members 
Mstep: Class 7 contains 4324 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14479 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8910 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36430 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9514 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5964 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3831 members 
Mstep: Class 29 contains 20269 members 
Mstep: Class 30 contains 43018 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19250 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 19821 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17548 members 
Mstep: Class 41 contains 1379 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 17079 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1721 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8771 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22537 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26687 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 33559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84215424.000000 Penalty: 177084.234375
Iteration 465Q: 56 clusters Score -8.421542e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 14833 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 22097 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 4323 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8880 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36632 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9475 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3829 members 
Mstep: Class 29 contains 20277 members 
Mstep: Class 30 contains 43061 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19264 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17108 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 19826 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17546 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 16926 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1721 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8782 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22553 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26837 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 33684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84215240.000000 Penalty: 177084.234375
Iteration 466Q: 56 clusters Score -8.421524e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 14833 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 22215 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 4321 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14480 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8880 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36779 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9470 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5964 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3832 members 
Mstep: Class 29 contains 20274 members 
Mstep: Class 30 contains 43129 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19273 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17112 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 19839 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17550 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 16738 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1721 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8794 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22627 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26993 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 33709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84214704.000000 Penalty: 177084.234375
Iteration 467Q: 56 clusters Score -8.42147e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 14831 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 22330 members 
Mstep: Class 6 contains 4656 members 
Mstep: Class 7 contains 4320 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8859 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36817 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9463 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2262 members 
Mstep: Class 26 contains 5966 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3838 members 
Mstep: Class 29 contains 20282 members 
Mstep: Class 30 contains 43180 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19290 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17115 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 19847 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17553 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 16525 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1721 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8805 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22717 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27188 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 33741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84214472.000000 Penalty: 177084.234375
Iteration 468Q: 56 clusters Score -8.421447e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 14832 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 22430 members 
Mstep: Class 6 contains 4660 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8837 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36816 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9461 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 5967 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3844 members 
Mstep: Class 29 contains 20312 members 
Mstep: Class 30 contains 43245 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19311 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17107 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 19874 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17564 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 16335 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1721 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8809 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22825 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27356 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 33719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84214096.000000 Penalty: 177084.234375
Iteration 469Q: 56 clusters Score -8.42141e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 14833 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 22525 members 
Mstep: Class 6 contains 4666 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14477 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 8811 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36801 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9453 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 5969 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 20337 members 
Mstep: Class 30 contains 43272 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19338 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17101 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 19920 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17574 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 16158 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8815 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 23014 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27475 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 33657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213968.000000 Penalty: 177084.234375
Iteration 470Q: 56 clusters Score -8.421397e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 14832 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 22618 members 
Mstep: Class 6 contains 4691 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14476 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6592 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36767 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9450 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 5972 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 20364 members 
Mstep: Class 30 contains 43291 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19362 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17097 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 19984 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17583 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 15987 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8814 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 23215 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27591 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 33555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213848.000000 Penalty: 177084.234375
Iteration 471Q: 56 clusters Score -8.421385e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 14832 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 22724 members 
Mstep: Class 6 contains 4713 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14466 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8758 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36731 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9455 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 5969 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3853 members 
Mstep: Class 29 contains 20372 members 
Mstep: Class 30 contains 43307 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19394 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17100 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20054 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17586 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 15801 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8818 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 23418 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27731 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 33415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213704.000000 Penalty: 177084.234375
Iteration 472Q: 56 clusters Score -8.42137e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 14836 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 22826 members 
Mstep: Class 6 contains 4733 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14464 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8753 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36687 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9462 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 5966 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3858 members 
Mstep: Class 29 contains 20366 members 
Mstep: Class 30 contains 43314 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19415 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17103 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20133 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17587 members 
Mstep: Class 41 contains 1379 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 15603 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8834 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 23619 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27835 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 33300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213768.000000 Penalty: 177084.234375
Iteration 473Q: 56 clusters Score -8.421377e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 14837 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 22923 members 
Mstep: Class 6 contains 4735 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14462 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8747 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36643 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9473 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5966 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3857 members 
Mstep: Class 29 contains 20384 members 
Mstep: Class 30 contains 43350 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19420 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17101 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20227 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17593 members 
Mstep: Class 41 contains 1379 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 15382 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8846 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 23845 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27935 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 33155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213584.000000 Penalty: 177084.234375
Iteration 474Q: 56 clusters Score -8.421358e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 14838 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 23030 members 
Mstep: Class 6 contains 4744 members 
Mstep: Class 7 contains 4318 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14460 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8753 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36607 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9490 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5967 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3858 members 
Mstep: Class 29 contains 20396 members 
Mstep: Class 30 contains 43369 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19425 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17098 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20394 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17595 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 15163 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8849 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24050 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27970 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 33027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213608.000000 Penalty: 177084.234375
Iteration 475Q: 56 clusters Score -8.421361e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 14841 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 23146 members 
Mstep: Class 6 contains 4753 members 
Mstep: Class 7 contains 4318 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14451 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 8744 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36537 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9524 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5966 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3858 members 
Mstep: Class 29 contains 20433 members 
Mstep: Class 30 contains 43388 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19442 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17098 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20567 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17603 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 14949 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8846 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24228 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28005 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213632.000000 Penalty: 177084.234375
Iteration 476Q: 56 clusters Score -8.421363e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 14846 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 23256 members 
Mstep: Class 6 contains 4750 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14451 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8733 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36481 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9581 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 5963 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3859 members 
Mstep: Class 29 contains 20437 members 
Mstep: Class 30 contains 43413 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19450 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17096 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20741 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17610 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 14743 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8852 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24381 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28038 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213384.000000 Penalty: 177084.234375
Iteration 477Q: 56 clusters Score -8.421338e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 14848 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 23398 members 
Mstep: Class 6 contains 4756 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14447 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8731 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36432 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9623 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2258 members 
Mstep: Class 26 contains 5962 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3860 members 
Mstep: Class 29 contains 20452 members 
Mstep: Class 30 contains 43433 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19461 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17095 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 20942 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17613 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 14492 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8853 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24500 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28064 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84213040.000000 Penalty: 177084.234375
Iteration 478Q: 56 clusters Score -8.421304e+07 nChanged 1645
Entering ConstructFrom: 
Score: -84213040.000000 Penalty: 177084.234375
Entering ConstructFrom: 
Trying to split cluster 1 (16668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Entering Unmasked Estep 
Score: -3247180.750000 Penalty: 2410.868896
	Iteration 0F: 2 clusters Score -3247181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3235245.250000 Penalty: 4821.737793
	Iteration 0F: 3 clusters Score -3235245 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3238956.250000 Penalty: 4821.737793
	Iteration 1F: 3 clusters Score -3238956 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -3239257.500000 Penalty: 4821.737793
	Iteration 2F: 3 clusters Score -3239258 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -3239543.750000 Penalty: 4821.737793
	Iteration 3Q: 3 clusters Score -3239544 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3239760.750000 Penalty: 4821.737793
	Iteration 4Q: 3 clusters Score -3239761 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -3239989.000000 Penalty: 4821.737793
	Iteration 5Q: 3 clusters Score -3239989 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3240206.750000 Penalty: 4821.737793
	Iteration 6Q: 3 clusters Score -3240207 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3240448.250000 Penalty: 4821.737793
	Iteration 7Q: 3 clusters Score -3240448 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -3240774.500000 Penalty: 4821.737793
	Iteration 8Q: 3 clusters Score -3240774 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -3241179.500000 Penalty: 4821.737793
	Iteration 9Q: 3 clusters Score -3241180 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3241689.250000 Penalty: 4821.737793
	Iteration 10Q: 3 clusters Score -3241689 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3242314.000000 Penalty: 4821.737793
	Iteration 11F: 3 clusters Score -3242314 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3242998.000000 Penalty: 4821.737793
	Iteration 12F: 3 clusters Score -3242998 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3243583.750000 Penalty: 4821.737793
	Iteration 13Q: 3 clusters Score -3243584 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3244093.500000 Penalty: 4821.737793
	Iteration 14Q: 3 clusters Score -3244094 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3244437.250000 Penalty: 4821.737793
	Iteration 15Q: 3 clusters Score -3244437 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3244667.750000 Penalty: 4821.737793
	Iteration 16Q: 3 clusters Score -3244668 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3244824.750000 Penalty: 4821.737793
	Iteration 17Q: 3 clusters Score -3244825 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3244926.000000 Penalty: 4821.737793
	Iteration 18Q: 3 clusters Score -3244926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -3244979.000000 Penalty: 4821.737793
	Iteration 19Q: 3 clusters Score -3244979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -3245004.500000 Penalty: 4821.737793
	Iteration 20F: 3 clusters Score -3245004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3245016.250000 Penalty: 4821.737793
	Iteration 21Q: 3 clusters Score -3245016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3245031.750000 Penalty: 4821.737793
	Iteration 22Q: 3 clusters Score -3245032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3245035.000000 Penalty: 4821.737793
	Iteration 23Q: 3 clusters Score -3245035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3245035.750000 Penalty: 4821.737793
	Iteration 24Q: 3 clusters Score -3245036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3245041.750000 Penalty: 4821.737793
	Iteration 25Q: 3 clusters Score -3245042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3245046.250000 Penalty: 4821.737793
	Iteration 26Q: 3 clusters Score -3245046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3245046.250000 Penalty: 4821.737793
	Iteration 27F: 3 clusters Score -3245046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Entering Unmasked Estep 
Score: -3183313.500000 Penalty: 2382.260742
	Iteration 0F: 2 clusters Score -3183314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3173105.000000 Penalty: 4764.521484
	Iteration 0F: 3 clusters Score -3173105 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3176472.000000 Penalty: 4764.521484
	Iteration 1F: 3 clusters Score -3176472 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -3176860.500000 Penalty: 4764.521484
	Iteration 2F: 3 clusters Score -3176860 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3177236.500000 Penalty: 4764.521484
	Iteration 3F: 3 clusters Score -3177236 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3177689.250000 Penalty: 4764.521484
	Iteration 4F: 3 clusters Score -3177689 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3178290.000000 Penalty: 4764.521484
	Iteration 5F: 3 clusters Score -3178290 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3179019.500000 Penalty: 4764.521484
	Iteration 6F: 3 clusters Score -3179020 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3179788.250000 Penalty: 4764.521484
	Iteration 7F: 3 clusters Score -3179788 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3180483.500000 Penalty: 4764.521484
	Iteration 8F: 3 clusters Score -3180484 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3181064.500000 Penalty: 4764.521484
	Iteration 9F: 3 clusters Score -3181064 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3181482.750000 Penalty: 4764.521484
	Iteration 10Q: 3 clusters Score -3181483 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3181729.250000 Penalty: 4764.521484
	Iteration 11Q: 3 clusters Score -3181729 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3181848.250000 Penalty: 4764.521484
	Iteration 12Q: 3 clusters Score -3181848 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3181888.750000 Penalty: 4764.521484
	Iteration 13Q: 3 clusters Score -3181889 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3181907.000000 Penalty: 4764.521484
	Iteration 14Q: 3 clusters Score -3181907 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3181914.750000 Penalty: 4764.521484
	Iteration 15Q: 3 clusters Score -3181915 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3181923.250000 Penalty: 4764.521484
	Iteration 16Q: 3 clusters Score -3181923 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3181930.250000 Penalty: 4764.521484
	Iteration 17Q: 3 clusters Score -3181930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -3181926.750000 Penalty: 4764.521484
	Iteration 18Q: 3 clusters Score -3181927 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3181936.000000 Penalty: 4764.521484
	Iteration 19Q: 3 clusters Score -3181936 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3181948.500000 Penalty: 4764.521484
	Iteration 20F: 3 clusters Score -3181948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3181939.250000 Penalty: 4764.521484
	Iteration 21Q: 3 clusters Score -3181939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3181950.750000 Penalty: 4764.521484
	Iteration 22Q: 3 clusters Score -3181951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3181949.000000 Penalty: 4764.521484
	Iteration 23Q: 3 clusters Score -3181949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3181953.250000 Penalty: 4764.521484
	Iteration 24Q: 3 clusters Score -3181953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3181952.500000 Penalty: 4764.521484
	Iteration 25Q: 3 clusters Score -3181952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3181949.250000 Penalty: 4764.521484
	Iteration 26Q: 3 clusters Score -3181949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3181952.250000 Penalty: 4764.521484
	Iteration 27Q: 3 clusters Score -3181952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3181957.250000 Penalty: 4764.521484
	Iteration 28Q: 3 clusters Score -3181957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -3181959.000000 Penalty: 4764.521484
	Iteration 29Q: 3 clusters Score -3181959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3181960.250000 Penalty: 4764.521484
	Iteration 30Q: 3 clusters Score -3181960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3181960.250000 Penalty: 4764.521484
	Iteration 31Q: 3 clusters Score -3181960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3181962.000000 Penalty: 4764.521484
	Iteration 32Q: 3 clusters Score -3181962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3181966.250000 Penalty: 4764.521484
	Iteration 33Q: 3 clusters Score -3181966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3181963.750000 Penalty: 4764.521484
	Iteration 34Q: 3 clusters Score -3181964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3181964.750000 Penalty: 4764.521484
	Iteration 35Q: 3 clusters Score -3181965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3181965.500000 Penalty: 4764.521484
	Iteration 36Q: 3 clusters Score -3181966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3181964.250000 Penalty: 4764.521484
	Iteration 37Q: 3 clusters Score -3181964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3181964.750000 Penalty: 4764.521484
	Iteration 38Q: 3 clusters Score -3181965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3181967.250000 Penalty: 4764.521484
	Iteration 39Q: 3 clusters Score -3181967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3181967.250000 Penalty: 4764.521484
	Iteration 40F: 3 clusters Score -3181967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3181965.000000 Penalty: 4764.521484
	Iteration 41Q: 3 clusters Score -3181965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3181965.750000 Penalty: 4764.521484
	Iteration 42Q: 3 clusters Score -3181966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3181968.000000 Penalty: 4764.521484
	Iteration 43Q: 3 clusters Score -3181968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3181965.250000 Penalty: 4764.521484
	Iteration 44Q: 3 clusters Score -3181965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3181963.750000 Penalty: 4764.521484
	Iteration 45Q: 3 clusters Score -3181964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3181961.500000 Penalty: 4764.521484
	Iteration 46Q: 3 clusters Score -3181962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3181964.750000 Penalty: 4764.521484
	Iteration 47Q: 3 clusters Score -3181965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3181959.500000 Penalty: 4764.521484
	Iteration 48Q: 3 clusters Score -3181960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3181962.750000 Penalty: 4764.521484
	Iteration 49Q: 3 clusters Score -3181963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3181967.000000 Penalty: 4764.521484
	Iteration 50Q: 3 clusters Score -3181967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -3181967.500000 Penalty: 4764.521484
	Iteration 51Q: 3 clusters Score -3181968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3181964.250000 Penalty: 4764.521484
	Iteration 52Q: 3 clusters Score -3181964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3181965.000000 Penalty: 4764.521484
	Iteration 53Q: 3 clusters Score -3181965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -3181963.500000 Penalty: 4764.521484
	Iteration 54Q: 3 clusters Score -3181964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3181963.000000 Penalty: 4764.521484
	Iteration 55Q: 3 clusters Score -3181963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3181963.000000 Penalty: 4764.521484
	Iteration 56F: 3 clusters Score -3181963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -48253.093750 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -48253.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46989.179688 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -46989.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47085.652344 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -47085.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47128.437500 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -47128.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47145.281250 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -47145.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47145.281250 Penalty: 2798.385986
	Iteration 4F: 3 clusters Score -47145.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -281087.000000 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -281087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -278798.718750 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -278798.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -279504.500000 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -279504.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -279992.687500 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -279992.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -280331.406250 Penalty: 3668.582275
	Iteration 3F: 3 clusters Score -280331.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -280589.281250 Penalty: 3668.582275
	Iteration 4F: 3 clusters Score -280589.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -280719.875000 Penalty: 3668.582275
	Iteration 5Q: 3 clusters Score -280719.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -280809.656250 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -280809.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -280891.468750 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -280891.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -280959.812500 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -280959.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -281014.656250 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -281014.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -281046.093750 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -281046.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -281072.125000 Penalty: 3668.582275
	Iteration 11Q: 3 clusters Score -281072.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -281106.750000 Penalty: 3668.582275
	Iteration 12Q: 3 clusters Score -281106.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -281134.562500 Penalty: 3668.582275
	Iteration 13Q: 3 clusters Score -281134.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -281160.687500 Penalty: 3668.582275
	Iteration 14Q: 3 clusters Score -281160.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -281177.687500 Penalty: 3668.582275
	Iteration 15Q: 3 clusters Score -281177.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -281188.875000 Penalty: 3668.582275
	Iteration 16Q: 3 clusters Score -281188.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -281192.875000 Penalty: 3668.582275
	Iteration 17Q: 3 clusters Score -281192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -281193.312500 Penalty: 3668.582275
	Iteration 18Q: 3 clusters Score -281193.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -281197.281250 Penalty: 3668.582275
	Iteration 19Q: 3 clusters Score -281197.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -281199.437500 Penalty: 3668.582275
	Iteration 20F: 3 clusters Score -281199.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 14852 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 23569 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14445 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8734 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36311 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9668 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3858 members 
Mstep: Class 29 contains 20453 members 
Mstep: Class 30 contains 43459 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19481 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17100 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 21156 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17611 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 14277 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8853 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24572 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28070 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32571 members 
Mstep: Class 56 contains 537 members 
Entering Unmasked Estep 
Score: -84211592.000000 Penalty: 180303.937500
Splitting cluster 4 changes total score from -84213040.000000 to -84211592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (23569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Entering Unmasked Estep 
Score: -4624963.500000 Penalty: 2496.786621
	Iteration 0F: 2 clusters Score -4624964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -4608985.500000 Penalty: 4993.573242
	Iteration 0F: 3 clusters Score -4608986 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -4614550.000000 Penalty: 4993.573242
	Iteration 1F: 3 clusters Score -4614550 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4615004.000000 Penalty: 4993.573242
	Iteration 2F: 3 clusters Score -4615004 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -4615394.500000 Penalty: 4993.573242
	Iteration 3Q: 3 clusters Score -4615394 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -4615781.500000 Penalty: 4993.573242
	Iteration 4Q: 3 clusters Score -4615782 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -4616291.000000 Penalty: 4993.573242
	Iteration 5Q: 3 clusters Score -4616291 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -4616907.000000 Penalty: 4993.573242
	Iteration 6F: 3 clusters Score -4616907 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -4617736.000000 Penalty: 4993.573242
	Iteration 7F: 3 clusters Score -4617736 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4618742.000000 Penalty: 4993.573242
	Iteration 8F: 3 clusters Score -4618742 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4619809.500000 Penalty: 4993.573242
	Iteration 9F: 3 clusters Score -4619810 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -4620831.000000 Penalty: 4993.573242
	Iteration 10Q: 3 clusters Score -4620831 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -4621625.500000 Penalty: 4993.573242
	Iteration 11Q: 3 clusters Score -4621626 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -4622101.000000 Penalty: 4993.573242
	Iteration 12Q: 3 clusters Score -4622101 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -4622325.000000 Penalty: 4993.573242
	Iteration 13Q: 3 clusters Score -4622325 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4622445.500000 Penalty: 4993.573242
	Iteration 14Q: 3 clusters Score -4622446 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -4622514.000000 Penalty: 4993.573242
	Iteration 15Q: 3 clusters Score -4622514 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -4622579.500000 Penalty: 4993.573242
	Iteration 16Q: 3 clusters Score -4622580 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -4622648.000000 Penalty: 4993.573242
	Iteration 17Q: 3 clusters Score -4622648 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -4622669.500000 Penalty: 4993.573242
	Iteration 18Q: 3 clusters Score -4622670 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -4622714.500000 Penalty: 4993.573242
	Iteration 19Q: 3 clusters Score -4622714 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -4622729.500000 Penalty: 4993.573242
	Iteration 20F: 3 clusters Score -4622730 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4622753.500000 Penalty: 4993.573242
	Iteration 21Q: 3 clusters Score -4622754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -4622786.500000 Penalty: 4993.573242
	Iteration 22Q: 3 clusters Score -4622786 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -4622817.000000 Penalty: 4993.573242
	Iteration 23Q: 3 clusters Score -4622817 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -4622852.500000 Penalty: 4993.573242
	Iteration 24Q: 3 clusters Score -4622852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4622867.000000 Penalty: 4993.573242
	Iteration 25Q: 3 clusters Score -4622867 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -4622886.500000 Penalty: 4993.573242
	Iteration 26Q: 3 clusters Score -4622886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -4622910.000000 Penalty: 4993.573242
	Iteration 27Q: 3 clusters Score -4622910 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -4622926.000000 Penalty: 4993.573242
	Iteration 28Q: 3 clusters Score -4622926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -4622937.500000 Penalty: 4993.573242
	Iteration 29Q: 3 clusters Score -4622938 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -4622947.500000 Penalty: 4993.573242
	Iteration 30Q: 3 clusters Score -4622948 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -4622968.000000 Penalty: 4993.573242
	Iteration 31Q: 3 clusters Score -4622968 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -4622978.500000 Penalty: 4993.573242
	Iteration 32Q: 3 clusters Score -4622978 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -4622973.500000 Penalty: 4993.573242
	Iteration 33Q: 3 clusters Score -4622974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -4622983.500000 Penalty: 4993.573242
	Iteration 34Q: 3 clusters Score -4622984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -4622979.500000 Penalty: 4993.573242
	Iteration 35Q: 3 clusters Score -4622980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -4622979.500000 Penalty: 4993.573242
	Iteration 36Q: 3 clusters Score -4622980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -4622988.000000 Penalty: 4993.573242
	Iteration 37Q: 3 clusters Score -4622988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -4623002.500000 Penalty: 4993.573242
	Iteration 38Q: 3 clusters Score -4623002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -4623002.500000 Penalty: 4993.573242
	Iteration 39Q: 3 clusters Score -4623002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -4623000.000000 Penalty: 4993.573242
	Iteration 40F: 3 clusters Score -4623000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -4623000.500000 Penalty: 4993.573242
	Iteration 41Q: 3 clusters Score -4623000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -4623017.500000 Penalty: 4993.573242
	Iteration 42Q: 3 clusters Score -4623018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -4623033.000000 Penalty: 4993.573242
	Iteration 43Q: 3 clusters Score -4623033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -4623027.500000 Penalty: 4993.573242
	Iteration 44Q: 3 clusters Score -4623028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4623030.500000 Penalty: 4993.573242
	Iteration 45Q: 3 clusters Score -4623030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -4623035.000000 Penalty: 4993.573242
	Iteration 46Q: 3 clusters Score -4623035 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -4623044.000000 Penalty: 4993.573242
	Iteration 47Q: 3 clusters Score -4623044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -4623040.000000 Penalty: 4993.573242
	Iteration 48Q: 3 clusters Score -4623040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -4623039.000000 Penalty: 4993.573242
	Iteration 49Q: 3 clusters Score -4623039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -4623048.000000 Penalty: 4993.573242
	Iteration 50Q: 3 clusters Score -4623048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -4623045.000000 Penalty: 4993.573242
	Iteration 51Q: 3 clusters Score -4623045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -4623047.000000 Penalty: 4993.573242
	Iteration 52Q: 3 clusters Score -4623047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -4623054.500000 Penalty: 4993.573242
	Iteration 53Q: 3 clusters Score -4623054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -4623055.500000 Penalty: 4993.573242
	Iteration 54Q: 3 clusters Score -4623056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -4623063.500000 Penalty: 4993.573242
	Iteration 55Q: 3 clusters Score -4623064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -4623062.500000 Penalty: 4993.573242
	Iteration 56Q: 3 clusters Score -4623062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -4623063.500000 Penalty: 4993.573242
	Iteration 57Q: 3 clusters Score -4623064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4623066.500000 Penalty: 4993.573242
	Iteration 58Q: 3 clusters Score -4623066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -4623065.000000 Penalty: 4993.573242
	Iteration 59Q: 3 clusters Score -4623065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -4623061.000000 Penalty: 4993.573242
	Iteration 60F: 3 clusters Score -4623061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -4623058.500000 Penalty: 4993.573242
	Iteration 61Q: 3 clusters Score -4623058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -4623061.000000 Penalty: 4993.573242
	Iteration 62Q: 3 clusters Score -4623061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -4623050.500000 Penalty: 4993.573242
	Iteration 63Q: 3 clusters Score -4623050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -4623058.500000 Penalty: 4993.573242
	Iteration 64Q: 3 clusters Score -4623058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -4623056.000000 Penalty: 4993.573242
	Iteration 65Q: 3 clusters Score -4623056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -4623053.000000 Penalty: 4993.573242
	Iteration 66Q: 3 clusters Score -4623053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -4623052.500000 Penalty: 4993.573242
	Iteration 67Q: 3 clusters Score -4623052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -4623058.500000 Penalty: 4993.573242
	Iteration 68Q: 3 clusters Score -4623058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -4623068.000000 Penalty: 4993.573242
	Iteration 69Q: 3 clusters Score -4623068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -4623067.000000 Penalty: 4993.573242
	Iteration 70Q: 3 clusters Score -4623067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4623066.000000 Penalty: 4993.573242
	Iteration 71Q: 3 clusters Score -4623066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -4623064.000000 Penalty: 4993.573242
	Iteration 72Q: 3 clusters Score -4623064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -4623062.500000 Penalty: 4993.573242
	Iteration 73Q: 3 clusters Score -4623062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -4623062.500000 Penalty: 4993.573242
	Iteration 74F: 3 clusters Score -4623062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Entering Unmasked Estep 
Score: -931980.375000 Penalty: 2100.012451
	Iteration 0F: 2 clusters Score -931980.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -927626.500000 Penalty: 4200.024902
	Iteration 0F: 3 clusters Score -927626.5 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -928597.125000 Penalty: 4200.024902
	Iteration 1F: 3 clusters Score -928597.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -928770.562500 Penalty: 4200.024902
	Iteration 2F: 3 clusters Score -928770.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -928884.500000 Penalty: 4200.024902
	Iteration 3Q: 3 clusters Score -928884.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -928964.125000 Penalty: 4200.024902
	Iteration 4Q: 3 clusters Score -928964.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -929019.187500 Penalty: 4200.024902
	Iteration 5Q: 3 clusters Score -929019.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -929059.062500 Penalty: 4200.024902
	Iteration 6Q: 3 clusters Score -929059.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -929088.375000 Penalty: 4200.024902
	Iteration 7Q: 3 clusters Score -929088.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -929118.187500 Penalty: 4200.024902
	Iteration 8Q: 3 clusters Score -929118.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -929134.687500 Penalty: 4200.024902
	Iteration 9Q: 3 clusters Score -929134.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -929151.937500 Penalty: 4200.024902
	Iteration 10Q: 3 clusters Score -929151.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -929165.125000 Penalty: 4200.024902
	Iteration 11Q: 3 clusters Score -929165.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -929173.812500 Penalty: 4200.024902
	Iteration 12Q: 3 clusters Score -929173.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -929178.375000 Penalty: 4200.024902
	Iteration 13Q: 3 clusters Score -929178.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -929184.375000 Penalty: 4200.024902
	Iteration 14Q: 3 clusters Score -929184.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -929191.750000 Penalty: 4200.024902
	Iteration 15Q: 3 clusters Score -929191.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -929193.250000 Penalty: 4200.024902
	Iteration 16Q: 3 clusters Score -929193.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -929194.062500 Penalty: 4200.024902
	Iteration 17Q: 3 clusters Score -929194.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -929196.000000 Penalty: 4200.024902
	Iteration 18Q: 3 clusters Score -929196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -929196.687500 Penalty: 4200.024902
	Iteration 19Q: 3 clusters Score -929196.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -929198.375000 Penalty: 4200.024902
	Iteration 20F: 3 clusters Score -929198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -929199.437500 Penalty: 4200.024902
	Iteration 21Q: 3 clusters Score -929199.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -929203.375000 Penalty: 4200.024902
	Iteration 22Q: 3 clusters Score -929203.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -929203.187500 Penalty: 4200.024902
	Iteration 23Q: 3 clusters Score -929203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -929205.750000 Penalty: 4200.024902
	Iteration 24Q: 3 clusters Score -929205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -929206.437500 Penalty: 4200.024902
	Iteration 25Q: 3 clusters Score -929206.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -929209.125000 Penalty: 4200.024902
	Iteration 26Q: 3 clusters Score -929209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -929210.562500 Penalty: 4200.024902
	Iteration 27Q: 3 clusters Score -929210.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -929213.062500 Penalty: 4200.024902
	Iteration 28Q: 3 clusters Score -929213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -929213.937500 Penalty: 4200.024902
	Iteration 29Q: 3 clusters Score -929213.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -929214.687500 Penalty: 4200.024902
	Iteration 30Q: 3 clusters Score -929214.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -929221.500000 Penalty: 4200.024902
	Iteration 31Q: 3 clusters Score -929221.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -929223.625000 Penalty: 4200.024902
	Iteration 32Q: 3 clusters Score -929223.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -929225.500000 Penalty: 4200.024902
	Iteration 33Q: 3 clusters Score -929225.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -929228.187500 Penalty: 4200.024902
	Iteration 34Q: 3 clusters Score -929228.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -929229.812500 Penalty: 4200.024902
	Iteration 35Q: 3 clusters Score -929229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -929230.250000 Penalty: 4200.024902
	Iteration 36Q: 3 clusters Score -929230.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -929230.250000 Penalty: 4200.024902
	Iteration 37F: 3 clusters Score -929230.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -785039.812500 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -785039.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -780988.687500 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -780988.7 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -782194.562500 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -782194.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -782779.312500 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -782779.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -783237.250000 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -783237.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -783642.812500 Penalty: 4151.676758
	Iteration 4F: 3 clusters Score -783642.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -783978.750000 Penalty: 4151.676758
	Iteration 5F: 3 clusters Score -783978.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -784191.062500 Penalty: 4151.676758
	Iteration 6F: 3 clusters Score -784191.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -784320.250000 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -784320.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -784414.375000 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -784414.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -784482.687500 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -784482.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -784530.875000 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -784530.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -784570.375000 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -784570.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -784604.687500 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -784604.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -784620.625000 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -784620.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -784632.000000 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -784632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -784642.812500 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -784642.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -784649.312500 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -784649.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -784656.000000 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -784656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -784658.562500 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -784658.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -784662.062500 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -784662.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -784668.562500 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -784668.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -784678.375000 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -784678.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -784685.500000 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -784685.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -784687.500000 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -784687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -784688.250000 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -784688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -784691.750000 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -784691.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -784692.250000 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -784692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -784693.437500 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -784693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -784692.375000 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -784692.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -784692.375000 Penalty: 4151.676758
	Iteration 29F: 3 clusters Score -784692.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -58268.097656 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -58268.1 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 162 members 
Entering Unmasked Estep 
Score: -57077.265625 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -57077.27 nChanged 82
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: -57333.308594 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -57333.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57438.378906 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -57438.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57524.835938 Penalty: 2922.255371
	Iteration 3F: 3 clusters Score -57524.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57561.210938 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -57561.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57588.429688 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -57588.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57611.972656 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -57611.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57617.199219 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -57617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57617.199219 Penalty: 2922.255371
	Iteration 8F: 3 clusters Score -57617.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Entering Unmasked Estep 
Score: -3087961.000000 Penalty: 2375.369873
	Iteration 0F: 2 clusters Score -3087961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3077820.500000 Penalty: 4750.739746
	Iteration 0F: 3 clusters Score -3077820 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3081048.750000 Penalty: 4750.739746
	Iteration 1F: 3 clusters Score -3081049 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3081408.000000 Penalty: 4750.739746
	Iteration 2F: 3 clusters Score -3081408 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3081628.250000 Penalty: 4750.739746
	Iteration 3Q: 3 clusters Score -3081628 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3081809.750000 Penalty: 4750.739746
	Iteration 4Q: 3 clusters Score -3081810 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3081998.500000 Penalty: 4750.739746
	Iteration 5Q: 3 clusters Score -3081998 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3082212.000000 Penalty: 4750.739746
	Iteration 6Q: 3 clusters Score -3082212 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -3082427.750000 Penalty: 4750.739746
	Iteration 7Q: 3 clusters Score -3082428 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -3082748.750000 Penalty: 4750.739746
	Iteration 8Q: 3 clusters Score -3082749 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3083105.750000 Penalty: 4750.739746
	Iteration 9Q: 3 clusters Score -3083106 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3083534.000000 Penalty: 4750.739746
	Iteration 10F: 3 clusters Score -3083534 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -3084056.000000 Penalty: 4750.739746
	Iteration 11F: 3 clusters Score -3084056 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3084585.250000 Penalty: 4750.739746
	Iteration 12Q: 3 clusters Score -3084585 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3084996.500000 Penalty: 4750.739746
	Iteration 13Q: 3 clusters Score -3084996 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3085326.250000 Penalty: 4750.739746
	Iteration 14Q: 3 clusters Score -3085326 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3085563.250000 Penalty: 4750.739746
	Iteration 15Q: 3 clusters Score -3085563 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3085671.250000 Penalty: 4750.739746
	Iteration 16Q: 3 clusters Score -3085671 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3085744.000000 Penalty: 4750.739746
	Iteration 17Q: 3 clusters Score -3085744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3085780.000000 Penalty: 4750.739746
	Iteration 18Q: 3 clusters Score -3085780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3085833.500000 Penalty: 4750.739746
	Iteration 19Q: 3 clusters Score -3085834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3085859.750000 Penalty: 4750.739746
	Iteration 20F: 3 clusters Score -3085860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3085876.750000 Penalty: 4750.739746
	Iteration 21Q: 3 clusters Score -3085877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3085898.250000 Penalty: 4750.739746
	Iteration 22Q: 3 clusters Score -3085898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3085919.750000 Penalty: 4750.739746
	Iteration 23Q: 3 clusters Score -3085920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3085925.750000 Penalty: 4750.739746
	Iteration 24Q: 3 clusters Score -3085926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3085942.500000 Penalty: 4750.739746
	Iteration 25Q: 3 clusters Score -3085942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3085945.750000 Penalty: 4750.739746
	Iteration 26Q: 3 clusters Score -3085946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3085957.750000 Penalty: 4750.739746
	Iteration 27Q: 3 clusters Score -3085958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3085967.000000 Penalty: 4750.739746
	Iteration 28Q: 3 clusters Score -3085967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3085976.750000 Penalty: 4750.739746
	Iteration 29Q: 3 clusters Score -3085977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3085980.500000 Penalty: 4750.739746
	Iteration 30Q: 3 clusters Score -3085980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3085988.500000 Penalty: 4750.739746
	Iteration 31Q: 3 clusters Score -3085988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3085993.500000 Penalty: 4750.739746
	Iteration 32Q: 3 clusters Score -3085994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3085997.250000 Penalty: 4750.739746
	Iteration 33Q: 3 clusters Score -3085997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3086000.250000 Penalty: 4750.739746
	Iteration 34Q: 3 clusters Score -3086000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3086000.250000 Penalty: 4750.739746
	Iteration 35F: 3 clusters Score -3086000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -425941.687500 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -425941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -423270.125000 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -423270.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -423795.437500 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -423795.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -423944.562500 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -423944.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -424032.562500 Penalty: 3820.467773
	Iteration 3F: 3 clusters Score -424032.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -424088.906250 Penalty: 3820.467773
	Iteration 4Q: 3 clusters Score -424088.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -424148.875000 Penalty: 3820.467773
	Iteration 5Q: 3 clusters Score -424148.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -424218.875000 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -424218.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -424277.906250 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -424277.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -424335.218750 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -424335.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -424393.187500 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -424393.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -424453.406250 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -424453.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -424503.218750 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -424503.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -424550.500000 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -424550.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -424586.937500 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -424586.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -424620.843750 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -424620.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -424648.562500 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -424648.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -424674.031250 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -424674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -424697.375000 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -424697.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -424720.718750 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -424720.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -424738.562500 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -424738.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -424757.312500 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -424757.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -424767.406250 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -424767.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -424774.125000 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -424774.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -424779.218750 Penalty: 3820.467773
	Iteration 23Q: 3 clusters Score -424779.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -424784.750000 Penalty: 3820.467773
	Iteration 24Q: 3 clusters Score -424784.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -424791.406250 Penalty: 3820.467773
	Iteration 25Q: 3 clusters Score -424791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -424797.781250 Penalty: 3820.467773
	Iteration 26Q: 3 clusters Score -424797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -424801.000000 Penalty: 3820.467773
	Iteration 27Q: 3 clusters Score -424801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -424802.250000 Penalty: 3820.467773
	Iteration 28Q: 3 clusters Score -424802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -424802.906250 Penalty: 3820.467773
	Iteration 29Q: 3 clusters Score -424802.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -424804.937500 Penalty: 3820.467773
	Iteration 30Q: 3 clusters Score -424804.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -424804.937500 Penalty: 3820.467773
	Iteration 31F: 3 clusters Score -424804.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Entering Unmasked Estep 
Score: -956544.500000 Penalty: 2111.717773
	Iteration 0F: 2 clusters Score -956544.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -952054.062500 Penalty: 4223.435547
	Iteration 0F: 3 clusters Score -952054.1 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -953185.812500 Penalty: 4223.435547
	Iteration 1F: 3 clusters Score -953185.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -953443.375000 Penalty: 4223.435547
	Iteration 2F: 3 clusters Score -953443.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -953651.312500 Penalty: 4223.435547
	Iteration 3F: 3 clusters Score -953651.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -953810.187500 Penalty: 4223.435547
	Iteration 4Q: 3 clusters Score -953810.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -953939.812500 Penalty: 4223.435547
	Iteration 5Q: 3 clusters Score -953939.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -954049.437500 Penalty: 4223.435547
	Iteration 6Q: 3 clusters Score -954049.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -954155.562500 Penalty: 4223.435547
	Iteration 7Q: 3 clusters Score -954155.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -954259.937500 Penalty: 4223.435547
	Iteration 8Q: 3 clusters Score -954259.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -954371.937500 Penalty: 4223.435547
	Iteration 9Q: 3 clusters Score -954371.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -954454.937500 Penalty: 4223.435547
	Iteration 10Q: 3 clusters Score -954454.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -954525.250000 Penalty: 4223.435547
	Iteration 11Q: 3 clusters Score -954525.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -954582.687500 Penalty: 4223.435547
	Iteration 12Q: 3 clusters Score -954582.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -954637.187500 Penalty: 4223.435547
	Iteration 13Q: 3 clusters Score -954637.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -954680.375000 Penalty: 4223.435547
	Iteration 14Q: 3 clusters Score -954680.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -954714.312500 Penalty: 4223.435547
	Iteration 15Q: 3 clusters Score -954714.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -954739.750000 Penalty: 4223.435547
	Iteration 16Q: 3 clusters Score -954739.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -954761.187500 Penalty: 4223.435547
	Iteration 17Q: 3 clusters Score -954761.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -954778.125000 Penalty: 4223.435547
	Iteration 18Q: 3 clusters Score -954778.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -954788.500000 Penalty: 4223.435547
	Iteration 19Q: 3 clusters Score -954788.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -954805.062500 Penalty: 4223.435547
	Iteration 20F: 3 clusters Score -954805.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -954819.187500 Penalty: 4223.435547
	Iteration 21Q: 3 clusters Score -954819.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -954827.562500 Penalty: 4223.435547
	Iteration 22Q: 3 clusters Score -954827.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -954837.875000 Penalty: 4223.435547
	Iteration 23Q: 3 clusters Score -954837.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -954850.625000 Penalty: 4223.435547
	Iteration 24Q: 3 clusters Score -954850.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -954860.312500 Penalty: 4223.435547
	Iteration 25Q: 3 clusters Score -954860.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -954871.500000 Penalty: 4223.435547
	Iteration 26Q: 3 clusters Score -954871.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -954881.750000 Penalty: 4223.435547
	Iteration 27Q: 3 clusters Score -954881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -954883.125000 Penalty: 4223.435547
	Iteration 28Q: 3 clusters Score -954883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -954885.000000 Penalty: 4223.435547
	Iteration 29Q: 3 clusters Score -954885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -954890.312500 Penalty: 4223.435547
	Iteration 30Q: 3 clusters Score -954890.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -954893.250000 Penalty: 4223.435547
	Iteration 31Q: 3 clusters Score -954893.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -954898.937500 Penalty: 4223.435547
	Iteration 32Q: 3 clusters Score -954898.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -954904.437500 Penalty: 4223.435547
	Iteration 33Q: 3 clusters Score -954904.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -954911.812500 Penalty: 4223.435547
	Iteration 34Q: 3 clusters Score -954911.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -954919.500000 Penalty: 4223.435547
	Iteration 35Q: 3 clusters Score -954919.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -954925.562500 Penalty: 4223.435547
	Iteration 36Q: 3 clusters Score -954925.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -954928.562500 Penalty: 4223.435547
	Iteration 37Q: 3 clusters Score -954928.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -954934.125000 Penalty: 4223.435547
	Iteration 38Q: 3 clusters Score -954934.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -954942.125000 Penalty: 4223.435547
	Iteration 39Q: 3 clusters Score -954942.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -954952.000000 Penalty: 4223.435547
	Iteration 40F: 3 clusters Score -954952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -954961.750000 Penalty: 4223.435547
	Iteration 41Q: 3 clusters Score -954961.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -954970.375000 Penalty: 4223.435547
	Iteration 42Q: 3 clusters Score -954970.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -954978.687500 Penalty: 4223.435547
	Iteration 43Q: 3 clusters Score -954978.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -954992.500000 Penalty: 4223.435547
	Iteration 44Q: 3 clusters Score -954992.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -955009.000000 Penalty: 4223.435547
	Iteration 45Q: 3 clusters Score -955009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -955023.187500 Penalty: 4223.435547
	Iteration 46Q: 3 clusters Score -955023.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -955031.687500 Penalty: 4223.435547
	Iteration 47Q: 3 clusters Score -955031.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -955041.375000 Penalty: 4223.435547
	Iteration 48Q: 3 clusters Score -955041.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -955048.062500 Penalty: 4223.435547
	Iteration 49Q: 3 clusters Score -955048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -955053.875000 Penalty: 4223.435547
	Iteration 50Q: 3 clusters Score -955053.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -955055.250000 Penalty: 4223.435547
	Iteration 51Q: 3 clusters Score -955055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -955055.375000 Penalty: 4223.435547
	Iteration 52Q: 3 clusters Score -955055.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -955059.312500 Penalty: 4223.435547
	Iteration 53Q: 3 clusters Score -955059.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -955062.375000 Penalty: 4223.435547
	Iteration 54Q: 3 clusters Score -955062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -955062.687500 Penalty: 4223.435547
	Iteration 55Q: 3 clusters Score -955062.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -955062.687500 Penalty: 4223.435547
	Iteration 56F: 3 clusters Score -955062.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -52259.222656 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -52259.22 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 203 members 
Entering Unmasked Estep 
Score: -51105.210938 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -51105.21 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51525.175781 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -51525.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51722.246094 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -51722.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51823.578125 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -51823.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51850.117188 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -51850.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51862.351562 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -51862.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51878.457031 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -51878.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51890.492188 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -51890.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51892.820312 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -51892.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51896.175781 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -51896.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51903.996094 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -51904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51903.996094 Penalty: 2982.802734
	Iteration 11F: 3 clusters Score -51904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1253396.375000 Penalty: 2180.853516
	Iteration 0F: 2 clusters Score -1253396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1247886.875000 Penalty: 4361.707031
	Iteration 0F: 3 clusters Score -1247887 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1249332.250000 Penalty: 4361.707031
	Iteration 1F: 3 clusters Score -1249332 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1249665.125000 Penalty: 4361.707031
	Iteration 2F: 3 clusters Score -1249665 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1249986.625000 Penalty: 4361.707031
	Iteration 3F: 3 clusters Score -1249987 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1250384.875000 Penalty: 4361.707031
	Iteration 4F: 3 clusters Score -1250385 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1250835.750000 Penalty: 4361.707031
	Iteration 5F: 3 clusters Score -1250836 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1251307.125000 Penalty: 4361.707031
	Iteration 6F: 3 clusters Score -1251307 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1251831.500000 Penalty: 4361.707031
	Iteration 7F: 3 clusters Score -1251832 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1252208.625000 Penalty: 4361.707031
	Iteration 8F: 3 clusters Score -1252209 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1252423.875000 Penalty: 4361.707031
	Iteration 9Q: 3 clusters Score -1252424 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1252546.125000 Penalty: 4361.707031
	Iteration 10Q: 3 clusters Score -1252546 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1252615.125000 Penalty: 4361.707031
	Iteration 11Q: 3 clusters Score -1252615 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1252654.875000 Penalty: 4361.707031
	Iteration 12Q: 3 clusters Score -1252655 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1252683.250000 Penalty: 4361.707031
	Iteration 13Q: 3 clusters Score -1252683 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1252706.625000 Penalty: 4361.707031
	Iteration 14Q: 3 clusters Score -1252707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1252730.250000 Penalty: 4361.707031
	Iteration 15Q: 3 clusters Score -1252730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1252741.750000 Penalty: 4361.707031
	Iteration 16Q: 3 clusters Score -1252742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1252747.875000 Penalty: 4361.707031
	Iteration 17Q: 3 clusters Score -1252748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1252762.000000 Penalty: 4361.707031
	Iteration 18Q: 3 clusters Score -1252762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1252779.000000 Penalty: 4361.707031
	Iteration 19Q: 3 clusters Score -1252779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1252792.625000 Penalty: 4361.707031
	Iteration 20F: 3 clusters Score -1252793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1252806.500000 Penalty: 4361.707031
	Iteration 21Q: 3 clusters Score -1252806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1252816.250000 Penalty: 4361.707031
	Iteration 22Q: 3 clusters Score -1252816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1252825.875000 Penalty: 4361.707031
	Iteration 23Q: 3 clusters Score -1252826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1252837.750000 Penalty: 4361.707031
	Iteration 24Q: 3 clusters Score -1252838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1252852.500000 Penalty: 4361.707031
	Iteration 25Q: 3 clusters Score -1252852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1252865.375000 Penalty: 4361.707031
	Iteration 26Q: 3 clusters Score -1252865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1252870.500000 Penalty: 4361.707031
	Iteration 27Q: 3 clusters Score -1252870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1252872.375000 Penalty: 4361.707031
	Iteration 28Q: 3 clusters Score -1252872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1252876.375000 Penalty: 4361.707031
	Iteration 29Q: 3 clusters Score -1252876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1252881.875000 Penalty: 4361.707031
	Iteration 30Q: 3 clusters Score -1252882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1252884.125000 Penalty: 4361.707031
	Iteration 31Q: 3 clusters Score -1252884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1252886.000000 Penalty: 4361.707031
	Iteration 32Q: 3 clusters Score -1252886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1252885.250000 Penalty: 4361.707031
	Iteration 33Q: 3 clusters Score -1252885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1252891.125000 Penalty: 4361.707031
	Iteration 34Q: 3 clusters Score -1252891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1252893.375000 Penalty: 4361.707031
	Iteration 35Q: 3 clusters Score -1252893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1252900.125000 Penalty: 4361.707031
	Iteration 36Q: 3 clusters Score -1252900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1252901.500000 Penalty: 4361.707031
	Iteration 37Q: 3 clusters Score -1252902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1252900.625000 Penalty: 4361.707031
	Iteration 38Q: 3 clusters Score -1252901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1252902.375000 Penalty: 4361.707031
	Iteration 39Q: 3 clusters Score -1252902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1252907.625000 Penalty: 4361.707031
	Iteration 40F: 3 clusters Score -1252908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1252905.500000 Penalty: 4361.707031
	Iteration 41Q: 3 clusters Score -1252906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1252905.500000 Penalty: 4361.707031
	Iteration 42Q: 3 clusters Score -1252906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1252905.500000 Penalty: 4361.707031
	Iteration 43Q: 3 clusters Score -1252906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1252907.500000 Penalty: 4361.707031
	Iteration 44Q: 3 clusters Score -1252908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1252907.000000 Penalty: 4361.707031
	Iteration 45Q: 3 clusters Score -1252907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1252907.000000 Penalty: 4361.707031
	Iteration 46F: 3 clusters Score -1252907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Entering Unmasked Estep 
Score: -1784423.875000 Penalty: 2250.594727
	Iteration 0F: 2 clusters Score -1784424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1777564.625000 Penalty: 4501.189453
	Iteration 0F: 3 clusters Score -1777565 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1779479.625000 Penalty: 4501.189453
	Iteration 1F: 3 clusters Score -1779480 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1779805.250000 Penalty: 4501.189453
	Iteration 2F: 3 clusters Score -1779805 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1780085.875000 Penalty: 4501.189453
	Iteration 3F: 3 clusters Score -1780086 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1780354.625000 Penalty: 4501.189453
	Iteration 4Q: 3 clusters Score -1780355 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1780602.000000 Penalty: 4501.189453
	Iteration 5Q: 3 clusters Score -1780602 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1780790.750000 Penalty: 4501.189453
	Iteration 6Q: 3 clusters Score -1780791 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1780981.875000 Penalty: 4501.189453
	Iteration 7Q: 3 clusters Score -1780982 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1781133.875000 Penalty: 4501.189453
	Iteration 8Q: 3 clusters Score -1781134 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1781261.375000 Penalty: 4501.189453
	Iteration 9Q: 3 clusters Score -1781261 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1781377.250000 Penalty: 4501.189453
	Iteration 10Q: 3 clusters Score -1781377 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1781498.750000 Penalty: 4501.189453
	Iteration 11Q: 3 clusters Score -1781499 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1781584.250000 Penalty: 4501.189453
	Iteration 12Q: 3 clusters Score -1781584 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1781675.125000 Penalty: 4501.189453
	Iteration 13Q: 3 clusters Score -1781675 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1781753.000000 Penalty: 4501.189453
	Iteration 14Q: 3 clusters Score -1781753 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1781810.750000 Penalty: 4501.189453
	Iteration 15Q: 3 clusters Score -1781811 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1781864.125000 Penalty: 4501.189453
	Iteration 16Q: 3 clusters Score -1781864 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1781912.375000 Penalty: 4501.189453
	Iteration 17Q: 3 clusters Score -1781912 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1781964.500000 Penalty: 4501.189453
	Iteration 18Q: 3 clusters Score -1781964 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1782001.625000 Penalty: 4501.189453
	Iteration 19Q: 3 clusters Score -1782002 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1782042.875000 Penalty: 4501.189453
	Iteration 20F: 3 clusters Score -1782043 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1782084.875000 Penalty: 4501.189453
	Iteration 21Q: 3 clusters Score -1782085 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1782119.000000 Penalty: 4501.189453
	Iteration 22Q: 3 clusters Score -1782119 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1782147.375000 Penalty: 4501.189453
	Iteration 23Q: 3 clusters Score -1782147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1782184.750000 Penalty: 4501.189453
	Iteration 24Q: 3 clusters Score -1782185 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1782224.500000 Penalty: 4501.189453
	Iteration 25Q: 3 clusters Score -1782224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1782256.750000 Penalty: 4501.189453
	Iteration 26Q: 3 clusters Score -1782257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1782284.500000 Penalty: 4501.189453
	Iteration 27Q: 3 clusters Score -1782284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1782312.375000 Penalty: 4501.189453
	Iteration 28Q: 3 clusters Score -1782312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1782332.625000 Penalty: 4501.189453
	Iteration 29Q: 3 clusters Score -1782333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1782349.000000 Penalty: 4501.189453
	Iteration 30Q: 3 clusters Score -1782349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1782367.625000 Penalty: 4501.189453
	Iteration 31Q: 3 clusters Score -1782368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1782380.250000 Penalty: 4501.189453
	Iteration 32Q: 3 clusters Score -1782380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1782393.625000 Penalty: 4501.189453
	Iteration 33Q: 3 clusters Score -1782394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1782402.000000 Penalty: 4501.189453
	Iteration 34Q: 3 clusters Score -1782402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1782407.250000 Penalty: 4501.189453
	Iteration 35Q: 3 clusters Score -1782407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1782411.125000 Penalty: 4501.189453
	Iteration 36Q: 3 clusters Score -1782411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1782415.875000 Penalty: 4501.189453
	Iteration 37Q: 3 clusters Score -1782416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1782418.125000 Penalty: 4501.189453
	Iteration 38Q: 3 clusters Score -1782418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1782419.375000 Penalty: 4501.189453
	Iteration 39Q: 3 clusters Score -1782419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1782420.375000 Penalty: 4501.189453
	Iteration 40F: 3 clusters Score -1782420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1782422.500000 Penalty: 4501.189453
	Iteration 41Q: 3 clusters Score -1782422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1782426.000000 Penalty: 4501.189453
	Iteration 42Q: 3 clusters Score -1782426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1782428.500000 Penalty: 4501.189453
	Iteration 43Q: 3 clusters Score -1782428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1782430.125000 Penalty: 4501.189453
	Iteration 44Q: 3 clusters Score -1782430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1782428.000000 Penalty: 4501.189453
	Iteration 45Q: 3 clusters Score -1782428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1782432.000000 Penalty: 4501.189453
	Iteration 46Q: 3 clusters Score -1782432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1782433.875000 Penalty: 4501.189453
	Iteration 47Q: 3 clusters Score -1782434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1782436.250000 Penalty: 4501.189453
	Iteration 48Q: 3 clusters Score -1782436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1782438.375000 Penalty: 4501.189453
	Iteration 49Q: 3 clusters Score -1782438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1782440.125000 Penalty: 4501.189453
	Iteration 50Q: 3 clusters Score -1782440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1782441.000000 Penalty: 4501.189453
	Iteration 51Q: 3 clusters Score -1782441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1782443.000000 Penalty: 4501.189453
	Iteration 52Q: 3 clusters Score -1782443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1782442.500000 Penalty: 4501.189453
	Iteration 53Q: 3 clusters Score -1782442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1782441.875000 Penalty: 4501.189453
	Iteration 54Q: 3 clusters Score -1782442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1782443.625000 Penalty: 4501.189453
	Iteration 55Q: 3 clusters Score -1782444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1782443.625000 Penalty: 4501.189453
	Iteration 56F: 3 clusters Score -1782444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Entering Unmasked Estep 
Score: -990677.500000 Penalty: 2115.907471
	Iteration 0F: 2 clusters Score -990677.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -986118.625000 Penalty: 4231.814941
	Iteration 0F: 3 clusters Score -986118.6 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -987215.375000 Penalty: 4231.814941
	Iteration 1F: 3 clusters Score -987215.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -987449.937500 Penalty: 4231.814941
	Iteration 2F: 3 clusters Score -987449.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -987665.312500 Penalty: 4231.814941
	Iteration 3F: 3 clusters Score -987665.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -987930.937500 Penalty: 4231.814941
	Iteration 4F: 3 clusters Score -987930.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -988240.312500 Penalty: 4231.814941
	Iteration 5F: 3 clusters Score -988240.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -988540.250000 Penalty: 4231.814941
	Iteration 6F: 3 clusters Score -988540.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -988812.437500 Penalty: 4231.814941
	Iteration 7F: 3 clusters Score -988812.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -989022.687500 Penalty: 4231.814941
	Iteration 8Q: 3 clusters Score -989022.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -989166.000000 Penalty: 4231.814941
	Iteration 9Q: 3 clusters Score -989166 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -989318.687500 Penalty: 4231.814941
	Iteration 10Q: 3 clusters Score -989318.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -989480.687500 Penalty: 4231.814941
	Iteration 11Q: 3 clusters Score -989480.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -989636.937500 Penalty: 4231.814941
	Iteration 12Q: 3 clusters Score -989636.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -989813.687500 Penalty: 4231.814941
	Iteration 13Q: 3 clusters Score -989813.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -989977.500000 Penalty: 4231.814941
	Iteration 14Q: 3 clusters Score -989977.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -990078.062500 Penalty: 4231.814941
	Iteration 15Q: 3 clusters Score -990078.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -990144.000000 Penalty: 4231.814941
	Iteration 16Q: 3 clusters Score -990144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -990180.312500 Penalty: 4231.814941
	Iteration 17Q: 3 clusters Score -990180.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -990206.000000 Penalty: 4231.814941
	Iteration 18Q: 3 clusters Score -990206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -990225.562500 Penalty: 4231.814941
	Iteration 19Q: 3 clusters Score -990225.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -990239.437500 Penalty: 4231.814941
	Iteration 20F: 3 clusters Score -990239.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -990246.062500 Penalty: 4231.814941
	Iteration 21Q: 3 clusters Score -990246.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -990254.000000 Penalty: 4231.814941
	Iteration 22Q: 3 clusters Score -990254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -990259.875000 Penalty: 4231.814941
	Iteration 23Q: 3 clusters Score -990259.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -990261.500000 Penalty: 4231.814941
	Iteration 24Q: 3 clusters Score -990261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -990261.937500 Penalty: 4231.814941
	Iteration 25Q: 3 clusters Score -990261.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -990261.250000 Penalty: 4231.814941
	Iteration 26Q: 3 clusters Score -990261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -990261.250000 Penalty: 4231.814941
	Iteration 27F: 3 clusters Score -990261.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -539876.062500 Penalty: 1987.391113
	Iteration 0F: 2 clusters Score -539876.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -536602.312500 Penalty: 3974.782227
	Iteration 0F: 3 clusters Score -536602.3 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -537407.250000 Penalty: 3974.782227
	Iteration 1F: 3 clusters Score -537407.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -537773.187500 Penalty: 3974.782227
	Iteration 2F: 3 clusters Score -537773.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -538005.250000 Penalty: 3974.782227
	Iteration 3F: 3 clusters Score -538005.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -538207.687500 Penalty: 3974.782227
	Iteration 4F: 3 clusters Score -538207.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -538410.812500 Penalty: 3974.782227
	Iteration 5Q: 3 clusters Score -538410.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -538583.562500 Penalty: 3974.782227
	Iteration 6Q: 3 clusters Score -538583.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -538717.125000 Penalty: 3974.782227
	Iteration 7Q: 3 clusters Score -538717.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -538844.000000 Penalty: 3974.782227
	Iteration 8Q: 3 clusters Score -538844 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -538990.625000 Penalty: 3974.782227
	Iteration 9Q: 3 clusters Score -538990.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -539178.000000 Penalty: 3974.782227
	Iteration 10Q: 3 clusters Score -539178 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -539424.187500 Penalty: 3974.782227
	Iteration 11Q: 3 clusters Score -539424.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -539670.187500 Penalty: 3974.782227
	Iteration 12Q: 3 clusters Score -539670.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -539884.562500 Penalty: 3974.782227
	Iteration 13Q: 3 clusters Score -539884.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -540052.937500 Penalty: 3974.782227
	Iteration 14Q: 3 clusters Score -540052.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -540153.375000 Penalty: 3974.782227
	Iteration 15Q: 3 clusters Score -540153.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -540253.125000 Penalty: 3974.782227
	Iteration 16Q: 3 clusters Score -540253.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -540288.062500 Penalty: 3974.782227
	Iteration 17Q: 3 clusters Score -540288.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -540310.375000 Penalty: 3974.782227
	Iteration 18Q: 3 clusters Score -540310.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -540323.000000 Penalty: 3974.782227
	Iteration 19Q: 3 clusters Score -540323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -540330.437500 Penalty: 3974.782227
	Iteration 20F: 3 clusters Score -540330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -540333.937500 Penalty: 3974.782227
	Iteration 21Q: 3 clusters Score -540333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -540337.187500 Penalty: 3974.782227
	Iteration 22Q: 3 clusters Score -540337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -540338.937500 Penalty: 3974.782227
	Iteration 23Q: 3 clusters Score -540338.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -540340.312500 Penalty: 3974.782227
	Iteration 24Q: 3 clusters Score -540340.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -540340.312500 Penalty: 3974.782227
	Iteration 25F: 3 clusters Score -540340.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 14852 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 23569 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14445 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8734 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 1913 members 
Mstep: Class 17 contains 36311 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9668 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3858 members 
Mstep: Class 29 contains 20453 members 
Mstep: Class 30 contains 43459 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19481 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17100 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 21156 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17611 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 14277 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8853 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24572 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28070 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32571 members 
Mstep: Class 56 contains 1109 members 
Entering Unmasked Estep 
Score: -84212072.000000 Penalty: 180303.937500
Splitting cluster 16 changes total score from -84213040.000000 to -84212072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (36311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Entering Unmasked Estep 
Score: -7088446.500000 Penalty: 2603.969238
	Iteration 0F: 2 clusters Score -7088446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -7066537.000000 Penalty: 5207.938477
	Iteration 0F: 3 clusters Score -7066537 nChanged 16652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -7075950.000000 Penalty: 5207.938477
	Iteration 1F: 3 clusters Score -7075950 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -7076541.000000 Penalty: 5207.938477
	Iteration 2Q: 3 clusters Score -7076541 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -7077207.500000 Penalty: 5207.938477
	Iteration 3Q: 3 clusters Score -7077208 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -7077942.000000 Penalty: 5207.938477
	Iteration 4Q: 3 clusters Score -7077942 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -7078794.500000 Penalty: 5207.938477
	Iteration 5Q: 3 clusters Score -7078794 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -7079966.500000 Penalty: 5207.938477
	Iteration 6F: 3 clusters Score -7079966 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -7081648.000000 Penalty: 5207.938477
	Iteration 7F: 3 clusters Score -7081648 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -7083799.000000 Penalty: 5207.938477
	Iteration 8F: 3 clusters Score -7083799 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -7085559.000000 Penalty: 5207.938477
	Iteration 9F: 3 clusters Score -7085559 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -7086532.000000 Penalty: 5207.938477
	Iteration 10Q: 3 clusters Score -7086532 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -7087094.500000 Penalty: 5207.938477
	Iteration 11Q: 3 clusters Score -7087094 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -7087517.000000 Penalty: 5207.938477
	Iteration 12Q: 3 clusters Score -7087517 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -7087768.500000 Penalty: 5207.938477
	Iteration 13Q: 3 clusters Score -7087768 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -7087972.000000 Penalty: 5207.938477
	Iteration 14Q: 3 clusters Score -7087972 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -7088083.000000 Penalty: 5207.938477
	Iteration 15Q: 3 clusters Score -7088083 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -7088174.000000 Penalty: 5207.938477
	Iteration 16Q: 3 clusters Score -7088174 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -7088221.000000 Penalty: 5207.938477
	Iteration 17Q: 3 clusters Score -7088221 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -7088252.500000 Penalty: 5207.938477
	Iteration 18Q: 3 clusters Score -7088252 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -7088265.500000 Penalty: 5207.938477
	Iteration 19Q: 3 clusters Score -7088266 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -7088262.500000 Penalty: 5207.938477
	Iteration 20F: 3 clusters Score -7088262 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -7088271.500000 Penalty: 5207.938477
	Iteration 21Q: 3 clusters Score -7088272 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -7088266.000000 Penalty: 5207.938477
	Iteration 22Q: 3 clusters Score -7088266 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -7088265.500000 Penalty: 5207.938477
	Iteration 23Q: 3 clusters Score -7088266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -7088276.500000 Penalty: 5207.938477
	Iteration 24Q: 3 clusters Score -7088276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -7088290.000000 Penalty: 5207.938477
	Iteration 25Q: 3 clusters Score -7088290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -7088279.000000 Penalty: 5207.938477
	Iteration 26Q: 3 clusters Score -7088279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -7088288.000000 Penalty: 5207.938477
	Iteration 27Q: 3 clusters Score -7088288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -7088281.000000 Penalty: 5207.938477
	Iteration 28Q: 3 clusters Score -7088281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -7088293.000000 Penalty: 5207.938477
	Iteration 29Q: 3 clusters Score -7088293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -7088286.500000 Penalty: 5207.938477
	Iteration 30Q: 3 clusters Score -7088286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -7088296.000000 Penalty: 5207.938477
	Iteration 31Q: 3 clusters Score -7088296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -7088283.000000 Penalty: 5207.938477
	Iteration 32Q: 3 clusters Score -7088283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -7088284.000000 Penalty: 5207.938477
	Iteration 33Q: 3 clusters Score -7088284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -7088289.500000 Penalty: 5207.938477
	Iteration 34Q: 3 clusters Score -7088290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -7088283.000000 Penalty: 5207.938477
	Iteration 35Q: 3 clusters Score -7088283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -7088295.000000 Penalty: 5207.938477
	Iteration 36Q: 3 clusters Score -7088295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -7088295.500000 Penalty: 5207.938477
	Iteration 37Q: 3 clusters Score -7088296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -7088300.500000 Penalty: 5207.938477
	Iteration 38Q: 3 clusters Score -7088300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -7088289.500000 Penalty: 5207.938477
	Iteration 39Q: 3 clusters Score -7088290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -7088282.000000 Penalty: 5207.938477
	Iteration 40F: 3 clusters Score -7088282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -7088284.500000 Penalty: 5207.938477
	Iteration 41Q: 3 clusters Score -7088284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -7088285.500000 Penalty: 5207.938477
	Iteration 42Q: 3 clusters Score -7088286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -7088284.500000 Penalty: 5207.938477
	Iteration 43Q: 3 clusters Score -7088284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -7088282.500000 Penalty: 5207.938477
	Iteration 44Q: 3 clusters Score -7088282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -7088278.500000 Penalty: 5207.938477
	Iteration 45Q: 3 clusters Score -7088278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -7088275.000000 Penalty: 5207.938477
	Iteration 46Q: 3 clusters Score -7088275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -7088272.000000 Penalty: 5207.938477
	Iteration 47Q: 3 clusters Score -7088272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -7088271.000000 Penalty: 5207.938477
	Iteration 48Q: 3 clusters Score -7088271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -7088271.000000 Penalty: 5207.938477
	Iteration 49Q: 3 clusters Score -7088271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -7088269.000000 Penalty: 5207.938477
	Iteration 50Q: 3 clusters Score -7088269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -7088270.500000 Penalty: 5207.938477
	Iteration 51Q: 3 clusters Score -7088270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -7088270.000000 Penalty: 5207.938477
	Iteration 52Q: 3 clusters Score -7088270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -7088273.500000 Penalty: 5207.938477
	Iteration 53Q: 3 clusters Score -7088274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -7088271.000000 Penalty: 5207.938477
	Iteration 54Q: 3 clusters Score -7088271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -7088274.000000 Penalty: 5207.938477
	Iteration 55Q: 3 clusters Score -7088274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -7088272.500000 Penalty: 5207.938477
	Iteration 56Q: 3 clusters Score -7088272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -7088268.000000 Penalty: 5207.938477
	Iteration 57Q: 3 clusters Score -7088268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -7088269.500000 Penalty: 5207.938477
	Iteration 58Q: 3 clusters Score -7088270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -7088268.000000 Penalty: 5207.938477
	Iteration 59Q: 3 clusters Score -7088268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -7088271.000000 Penalty: 5207.938477
	Iteration 60F: 3 clusters Score -7088271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -7088275.000000 Penalty: 5207.938477
	Iteration 61Q: 3 clusters Score -7088275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -7088280.000000 Penalty: 5207.938477
	Iteration 62Q: 3 clusters Score -7088280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -7088279.000000 Penalty: 5207.938477
	Iteration 63Q: 3 clusters Score -7088279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -7088277.500000 Penalty: 5207.938477
	Iteration 64Q: 3 clusters Score -7088278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -7088281.000000 Penalty: 5207.938477
	Iteration 65Q: 3 clusters Score -7088281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -7088278.000000 Penalty: 5207.938477
	Iteration 66Q: 3 clusters Score -7088278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -7088278.000000 Penalty: 5207.938477
	Iteration 67F: 3 clusters Score -7088278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -26256.578125 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -26256.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25190.066406 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -25190.07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25520.074219 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -25520.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25629.455078 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -25629.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25831.527344 Penalty: 2812.260986
	Iteration 3F: 3 clusters Score -25831.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26117.167969 Penalty: 2812.260986
	Iteration 4F: 3 clusters Score -26117.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26173.042969 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -26173.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26179.056641 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -26179.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26191.041016 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -26191.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26191.041016 Penalty: 2812.260986
	Iteration 8F: 3 clusters Score -26191.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -127051.679688 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -127051.7 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 372 members 
Entering Unmasked Estep 
Score: -125358.835938 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -125358.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -125670.250000 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -125670.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -125921.875000 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -125921.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -126164.257812 Penalty: 3261.928711
	Iteration 3F: 3 clusters Score -126164.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -126497.164062 Penalty: 3261.928711
	Iteration 4F: 3 clusters Score -126497.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -126671.289062 Penalty: 3261.928711
	Iteration 5F: 3 clusters Score -126671.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -126783.804688 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -126783.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -126855.984375 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -126856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -126879.648438 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -126879.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -126899.750000 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -126899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -126903.710938 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -126903.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -126903.710938 Penalty: 3261.928711
	Iteration 11F: 3 clusters Score -126903.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -46633.843750 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -46633.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45398.425781 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -45398.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45527.195312 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -45527.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -45550.191406 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -45550.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45619.582031 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -45619.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45639.617188 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -45639.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -45667.308594 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -45667.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -45672.781250 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -45672.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -45675.578125 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -45675.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -45678.175781 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -45678.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45678.710938 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -45678.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45678.710938 Penalty: 2837.274658
	Iteration 10F: 3 clusters Score -45678.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -94953.054688 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -94953.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -93489.195312 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -93489.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93875.578125 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -93875.58 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94116.000000 Penalty: 3130.620361
	Iteration 2F: 3 clusters Score -94116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94232.312500 Penalty: 3130.620361
	Iteration 3F: 3 clusters Score -94232.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -94313.054688 Penalty: 3130.620361
	Iteration 4Q: 3 clusters Score -94313.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -94362.695312 Penalty: 3130.620361
	Iteration 5Q: 3 clusters Score -94362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94403.710938 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -94403.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94419.414062 Penalty: 3130.620361
	Iteration 7Q: 3 clusters Score -94419.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -94440.101562 Penalty: 3130.620361
	Iteration 8Q: 3 clusters Score -94440.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94454.273438 Penalty: 3130.620361
	Iteration 9Q: 3 clusters Score -94454.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94458.515625 Penalty: 3130.620361
	Iteration 10Q: 3 clusters Score -94458.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94458.515625 Penalty: 3130.620361
	Iteration 11F: 3 clusters Score -94458.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Entering Unmasked Estep 
Score: -1901704.875000 Penalty: 2275.791016
	Iteration 0F: 2 clusters Score -1901705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1894289.125000 Penalty: 4551.582031
	Iteration 0F: 3 clusters Score -1894289 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1896402.750000 Penalty: 4551.582031
	Iteration 1F: 3 clusters Score -1896403 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1896698.250000 Penalty: 4551.582031
	Iteration 2F: 3 clusters Score -1896698 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1896889.875000 Penalty: 4551.582031
	Iteration 3Q: 3 clusters Score -1896890 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1897009.250000 Penalty: 4551.582031
	Iteration 4Q: 3 clusters Score -1897009 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1897097.875000 Penalty: 4551.582031
	Iteration 5Q: 3 clusters Score -1897098 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1897177.875000 Penalty: 4551.582031
	Iteration 6Q: 3 clusters Score -1897178 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1897238.000000 Penalty: 4551.582031
	Iteration 7Q: 3 clusters Score -1897238 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1897311.375000 Penalty: 4551.582031
	Iteration 8Q: 3 clusters Score -1897311 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1897385.250000 Penalty: 4551.582031
	Iteration 9Q: 3 clusters Score -1897385 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1897459.750000 Penalty: 4551.582031
	Iteration 10Q: 3 clusters Score -1897460 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1897527.875000 Penalty: 4551.582031
	Iteration 11Q: 3 clusters Score -1897528 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1897589.125000 Penalty: 4551.582031
	Iteration 12Q: 3 clusters Score -1897589 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1897666.375000 Penalty: 4551.582031
	Iteration 13Q: 3 clusters Score -1897666 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1897745.125000 Penalty: 4551.582031
	Iteration 14Q: 3 clusters Score -1897745 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1897851.375000 Penalty: 4551.582031
	Iteration 15Q: 3 clusters Score -1897851 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1897991 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1898134 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1898278 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1898408.250000 Penalty: 4551.582031
	Iteration 19Q: 3 clusters Score -1898408 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1898528.500000 Penalty: 4551.582031
	Iteration 20F: 3 clusters Score -1898528 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1898646.750000 Penalty: 4551.582031
	Iteration 21Q: 3 clusters Score -1898647 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1898760.125000 Penalty: 4551.582031
	Iteration 22Q: 3 clusters Score -1898760 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1898834 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1898881 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1898926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1898955.500000 Penalty: 4551.582031
	Iteration 26Q: 3 clusters Score -1898956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1898974.875000 Penalty: 4551.582031
	Iteration 27Q: 3 clusters Score -1898975 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1898993 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1899009.500000 Penalty: 4551.582031
	Iteration 29Q: 3 clusters Score -1899010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1899029.875000 Penalty: 4551.582031
	Iteration 30Q: 3 clusters Score -1899030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1899035.625000 Penalty: 4551.582031
	Iteration 31Q: 3 clusters Score -1899036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1899049.125000 Penalty: 4551.582031
	Iteration 32Q: 3 clusters Score -1899049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1899061.000000 Penalty: 4551.582031
	Iteration 33Q: 3 clusters Score -1899061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1899065.875000 Penalty: 4551.582031
	Iteration 34Q: 3 clusters Score -1899066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1899067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1899068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1899072.125000 Penalty: 4551.582031
	Iteration 37Q: 3 clusters Score -1899072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1899077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1899086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1899089.625000 Penalty: 4551.582031
	Iteration 40F: 3 clusters Score -1899090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1899091.375000 Penalty: 4551.582031
	Iteration 41Q: 3 clusters Score -1899091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1899093.750000 Penalty: 4551.582031
	Iteration 42Q: 3 clusters Score -1899094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1899097.000000 Penalty: 4551.582031
	Iteration 43Q: 3 clusters Score -1899097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1899106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1899112.625000 Penalty: 4551.582031
	Iteration 45Q: 3 clusters Score -1899113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1899118.375000 Penalty: 4551.582031
	Iteration 46Q: 3 clusters Score -1899118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1899119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1899122.500000 Penalty: 4551.582031
	Iteration 48Q: 3 clusters Score -1899122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1899127.750000 Penalty: 4551.582031
	Iteration 49Q: 3 clusters Score -1899128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1899132.375000 Penalty: 4551.582031
	Iteration 50Q: 3 clusters Score -1899132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1899132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1899136.375000 Penalty: 4551.582031
	Iteration 52Q: 3 clusters Score -1899136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1899137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1899142.000000 Penalty: 4551.582031
	Iteration 54Q: 3 clusters Score -1899142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1899150.000000 Penalty: 4551.582031
	Iteration 55Q: 3 clusters Score -1899150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1899149.875000 Penalty: 4551.582031
	Iteration 56Q: 3 clusters Score -1899150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1899155.625000 Penalty: 4551.582031
	Iteration 57Q: 3 clusters Score -1899156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1899159.250000 Penalty: 4551.582031
	Iteration 58Q: 3 clusters Score -1899159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1899159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1899163.000000 Penalty: 4551.582031
	Iteration 60F: 3 clusters Score -1899163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1899162.500000 Penalty: 4551.582031
	Iteration 61Q: 3 clusters Score -1899162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1899171.125000 Penalty: 4551.582031
	Iteration 62Q: 3 clusters Score -1899171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1899171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1899171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1899173.375000 Penalty: 4551.582031
	Iteration 65Q: 3 clusters Score -1899173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1899175.625000 Penalty: 4551.582031
	Iteration 66Q: 3 clusters Score -1899176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1899180.750000 Penalty: 4551.582031
	Iteration 67Q: 3 clusters Score -1899181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1899181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1899180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1899181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1899183.375000 Penalty: 4551.582031
	Iteration 71Q: 3 clusters Score -1899183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1899185.875000 Penalty: 4551.582031
	Iteration 72Q: 3 clusters Score -1899186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1899188.375000 Penalty: 4551.582031
	Iteration 73Q: 3 clusters Score -1899188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1899189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1899194.000000 Penalty: 4551.582031
	Iteration 75Q: 3 clusters Score -1899194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1899192.500000 Penalty: 4551.582031
	Iteration 76Q: 3 clusters Score -1899192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1899193.750000 Penalty: 4551.582031
	Iteration 77Q: 3 clusters Score -1899194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1899195.000000 Penalty: 4551.582031
	Iteration 78Q: 3 clusters Score -1899195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1899198.375000 Penalty: 4551.582031
	Iteration 79Q: 3 clusters Score -1899198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1899199.375000 Penalty: 4551.582031
	Iteration 80F: 3 clusters Score -1899199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1899208.500000 Penalty: 4551.582031
	Iteration 81Q: 3 clusters Score -1899208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1899206.875000 Penalty: 4551.582031
	Iteration 82Q: 3 clusters Score -1899207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1899217.375000 Penalty: 4551.582031
	Iteration 83Q: 3 clusters Score -1899217 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1899214.625000 Penalty: 4551.582031
	Iteration 84Q: 3 clusters Score -1899215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1899213.875000 Penalty: 4551.582031
	Iteration 85Q: 3 clusters Score -1899214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1899216.000000 Penalty: 4551.582031
	Iteration 86Q: 3 clusters Score -1899216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1899218.750000 Penalty: 4551.582031
	Iteration 87Q: 3 clusters Score -1899219 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7747 members 
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	Iteration 88Q: 3 clusters Score -1899219 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7754 members 
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Score: -1899216.750000 Penalty: 4551.582031
	Iteration 89Q: 3 clusters Score -1899217 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7762 members 
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Score: -1899220.625000 Penalty: 4551.582031
	Iteration 90Q: 3 clusters Score -1899221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1899223.625000 Penalty: 4551.582031
	Iteration 91Q: 3 clusters Score -1899224 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1899225 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1899222.125000 Penalty: 4551.582031
	Iteration 93Q: 3 clusters Score -1899222 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7777 members 
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	Iteration 94Q: 3 clusters Score -1899224 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7779 members 
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	Iteration 95Q: 3 clusters Score -1899224 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
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	Iteration 96Q: 3 clusters Score -1899226 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7783 members 
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	Iteration 97Q: 3 clusters Score -1899226 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
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	Iteration 98Q: 3 clusters Score -1899228 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7786 members 
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	Iteration 99Q: 3 clusters Score -1899224 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1899225 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1899227 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1899228 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1899228 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1899232.875000 Penalty: 4551.582031
	Iteration 104Q: 3 clusters Score -1899233 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1899235.000000 Penalty: 4551.582031
	Iteration 105Q: 3 clusters Score -1899235 nChanged 10
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Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1899238.375000 Penalty: 4551.582031
	Iteration 106Q: 3 clusters Score -1899238 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7876 members 
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Mstep: Class 1 contains 1780 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1899272 nChanged 5
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Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1899274 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1899275 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1899286 nChanged 18
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Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1899287 nChanged 14
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Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1899290 nChanged 9
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Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1899296 nChanged 11
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Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8064 members 
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	Iteration 129Q: 3 clusters Score -1899298 nChanged 11
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Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8075 members 
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Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1899301 nChanged 10
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Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1899306 nChanged 12
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Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8099 members 
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Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8109 members 
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Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8119 members 
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	Iteration 135Q: 3 clusters Score -1899314 nChanged 13
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Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8132 members 
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	Iteration 136Q: 3 clusters Score -1899319 nChanged 17
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Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1899326 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8181 members 
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	Iteration 139Q: 3 clusters Score -1899331 nChanged 21
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Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8200 members 
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	Iteration 140F: 3 clusters Score -1899342 nChanged 15
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Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8209 members 
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	Iteration 141Q: 3 clusters Score -1899348 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8229 members 
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	Iteration 142Q: 3 clusters Score -1899354 nChanged 25
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Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1899366 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8264 members 
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	Iteration 144Q: 3 clusters Score -1899372 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1899382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1899384 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8306 members 
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	Iteration 147Q: 3 clusters Score -1899388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1899396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1899408 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1899406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1899409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1899415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1899417 nChanged 9
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Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8382 members 
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	Iteration 154Q: 3 clusters Score -1899422 nChanged 6
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Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8388 members 
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	Iteration 155Q: 3 clusters Score -1899423 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8394 members 
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	Iteration 156Q: 3 clusters Score -1899427 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8402 members 
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	Iteration 157Q: 3 clusters Score -1899428 nChanged 5
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Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8405 members 
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	Iteration 158Q: 3 clusters Score -1899430 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8413 members 
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	Iteration 159Q: 3 clusters Score -1899429 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8423 members 
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	Iteration 160F: 3 clusters Score -1899434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1899438 nChanged 12
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Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1899441 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8456 members 
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	Iteration 163Q: 3 clusters Score -1899450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8470 members 
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	Iteration 164Q: 3 clusters Score -1899455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8484 members 
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	Iteration 165Q: 3 clusters Score -1899456 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8491 members 
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	Iteration 166Q: 3 clusters Score -1899462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1899469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1899474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8532 members 
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	Iteration 169Q: 3 clusters Score -1899480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1899482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1899486 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1899492 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1899505 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1899510 nChanged 21
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Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1899518 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1899530.000000 Penalty: 4551.582031
	Iteration 176Q: 3 clusters Score -1899530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1899538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1899541.000000 Penalty: 4551.582031
	Iteration 178Q: 3 clusters Score -1899541 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1899546 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1899555.250000 Penalty: 4551.582031
	Iteration 180F: 3 clusters Score -1899555 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1899565 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1899570 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1899572 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8744 members 
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	Iteration 184Q: 3 clusters Score -1899576 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1899584 nChanged 9
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Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8764 members 
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	Iteration 186Q: 3 clusters Score -1899588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1899591 nChanged 11
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Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1899597.000000 Penalty: 4551.582031
	Iteration 188Q: 3 clusters Score -1899597 nChanged 9
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Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8790 members 
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	Iteration 189Q: 3 clusters Score -1899603 nChanged 8
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Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8798 members 
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	Iteration 190Q: 3 clusters Score -1899604 nChanged 6
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Mstep: Class 1 contains 864 members 
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	Iteration 191Q: 3 clusters Score -1899604 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1899612.125000 Penalty: 4551.582031
	Iteration 192Q: 3 clusters Score -1899612 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8827 members 
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Score: -1899615.625000 Penalty: 4551.582031
	Iteration 193Q: 3 clusters Score -1899616 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8842 members 
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	Iteration 194Q: 3 clusters Score -1899628 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1899631.500000 Penalty: 4551.582031
	Iteration 195Q: 3 clusters Score -1899632 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1899644.125000 Penalty: 4551.582031
	Iteration 196Q: 3 clusters Score -1899644 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1899650 nChanged 3
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Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1899650 nChanged 0
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Mstep: Class 1 contains 797 members 
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Entering Unmasked Estep 
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	Iteration 199F: 3 clusters Score -1899650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -410893.187500 Penalty: 1913.682251
	Iteration 0F: 2 clusters Score -410893.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -408120.531250 Penalty: 3827.364502
	Iteration 0F: 3 clusters Score -408120.5 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -408782.781250 Penalty: 3827.364502
	Iteration 1F: 3 clusters Score -408782.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -409153.812500 Penalty: 3827.364502
	Iteration 2F: 3 clusters Score -409153.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -409521.593750 Penalty: 3827.364502
	Iteration 3F: 3 clusters Score -409521.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -409798.875000 Penalty: 3827.364502
	Iteration 4F: 3 clusters Score -409798.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -409997.812500 Penalty: 3827.364502
	Iteration 5F: 3 clusters Score -409997.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -410150.343750 Penalty: 3827.364502
	Iteration 6Q: 3 clusters Score -410150.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -410245.968750 Penalty: 3827.364502
	Iteration 7Q: 3 clusters Score -410246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -410307.375000 Penalty: 3827.364502
	Iteration 8Q: 3 clusters Score -410307.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -410355.718750 Penalty: 3827.364502
	Iteration 9Q: 3 clusters Score -410355.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -410395.062500 Penalty: 3827.364502
	Iteration 10Q: 3 clusters Score -410395.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -410418.781250 Penalty: 3827.364502
	Iteration 11Q: 3 clusters Score -410418.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -410437.781250 Penalty: 3827.364502
	Iteration 12Q: 3 clusters Score -410437.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -410454.562500 Penalty: 3827.364502
	Iteration 13Q: 3 clusters Score -410454.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -410465.843750 Penalty: 3827.364502
	Iteration 14Q: 3 clusters Score -410465.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -410478.843750 Penalty: 3827.364502
	Iteration 15Q: 3 clusters Score -410478.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -410486.843750 Penalty: 3827.364502
	Iteration 16Q: 3 clusters Score -410486.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -410495.812500 Penalty: 3827.364502
	Iteration 17Q: 3 clusters Score -410495.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -410503.156250 Penalty: 3827.364502
	Iteration 18Q: 3 clusters Score -410503.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -410513.593750 Penalty: 3827.364502
	Iteration 19Q: 3 clusters Score -410513.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -410520.687500 Penalty: 3827.364502
	Iteration 20F: 3 clusters Score -410520.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -410525.406250 Penalty: 3827.364502
	Iteration 21Q: 3 clusters Score -410525.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -410531.343750 Penalty: 3827.364502
	Iteration 22Q: 3 clusters Score -410531.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -410536.218750 Penalty: 3827.364502
	Iteration 23Q: 3 clusters Score -410536.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -410541.156250 Penalty: 3827.364502
	Iteration 24Q: 3 clusters Score -410541.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -410548.031250 Penalty: 3827.364502
	Iteration 25Q: 3 clusters Score -410548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -410551.656250 Penalty: 3827.364502
	Iteration 26Q: 3 clusters Score -410551.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -410554.437500 Penalty: 3827.364502
	Iteration 27Q: 3 clusters Score -410554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -410556.843750 Penalty: 3827.364502
	Iteration 28Q: 3 clusters Score -410556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -410557.750000 Penalty: 3827.364502
	Iteration 29Q: 3 clusters Score -410557.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -410557.312500 Penalty: 3827.364502
	Iteration 30Q: 3 clusters Score -410557.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -410557.312500 Penalty: 3827.364502
	Iteration 31F: 3 clusters Score -410557.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -158411.875000 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -158411.9 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 501 members 
Entering Unmasked Estep 
Score: -156537.718750 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -156537.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -156883.812500 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -156883.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -157000.640625 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -157000.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -157044.968750 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -157045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -157090.296875 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -157090.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -157145.640625 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -157145.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -157183.562500 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -157183.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -157222.953125 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -157223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -157255.281250 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -157255.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -157275.140625 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -157275.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -157302.406250 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -157302.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -157316.218750 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -157316.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -157341.968750 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -157342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -157369.515625 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -157369.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -157403.312500 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -157403.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -157438.140625 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -157438.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -157457.156250 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -157457.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -157471.734375 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -157471.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -157477.328125 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -157477.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -157486.125000 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -157486.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -157487.031250 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -157487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Entering Unmasked Estep 
Score: -438523.625000 Penalty: 1915.224121
	Iteration 0F: 2 clusters Score -438523.6 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 1126 members 
Entering Unmasked Estep 
Score: -435783.781250 Penalty: 3830.448242
	Iteration 0F: 3 clusters Score -435783.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -436526.000000 Penalty: 3830.448242
	Iteration 1F: 3 clusters Score -436526 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -436849.500000 Penalty: 3830.448242
	Iteration 2F: 3 clusters Score -436849.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -437137.500000 Penalty: 3830.448242
	Iteration 3F: 3 clusters Score -437137.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -437351.312500 Penalty: 3830.448242
	Iteration 4F: 3 clusters Score -437351.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -437488.593750 Penalty: 3830.448242
	Iteration 5F: 3 clusters Score -437488.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -437547.750000 Penalty: 3830.448242
	Iteration 6Q: 3 clusters Score -437547.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -437591.531250 Penalty: 3830.448242
	Iteration 7Q: 3 clusters Score -437591.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -437635.312500 Penalty: 3830.448242
	Iteration 8Q: 3 clusters Score -437635.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -437678.187500 Penalty: 3830.448242
	Iteration 9Q: 3 clusters Score -437678.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -437706.218750 Penalty: 3830.448242
	Iteration 10Q: 3 clusters Score -437706.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -437727.406250 Penalty: 3830.448242
	Iteration 11Q: 3 clusters Score -437727.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -437743.812500 Penalty: 3830.448242
	Iteration 12Q: 3 clusters Score -437743.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -437750.718750 Penalty: 3830.448242
	Iteration 13Q: 3 clusters Score -437750.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -437754.625000 Penalty: 3830.448242
	Iteration 14Q: 3 clusters Score -437754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -437758.468750 Penalty: 3830.448242
	Iteration 15Q: 3 clusters Score -437758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -437761.250000 Penalty: 3830.448242
	Iteration 16Q: 3 clusters Score -437761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -437765.531250 Penalty: 3830.448242
	Iteration 17Q: 3 clusters Score -437765.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -437770.000000 Penalty: 3830.448242
	Iteration 18Q: 3 clusters Score -437770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -437773.437500 Penalty: 3830.448242
	Iteration 19Q: 3 clusters Score -437773.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -437777.250000 Penalty: 3830.448242
	Iteration 20F: 3 clusters Score -437777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -437779.281250 Penalty: 3830.448242
	Iteration 21Q: 3 clusters Score -437779.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -437781.531250 Penalty: 3830.448242
	Iteration 22Q: 3 clusters Score -437781.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -437783.968750 Penalty: 3830.448242
	Iteration 23Q: 3 clusters Score -437784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -437783.968750 Penalty: 3830.448242
	Iteration 24F: 3 clusters Score -437784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Entering Unmasked Estep 
Score: -1196499.625000 Penalty: 2155.862305
	Iteration 0F: 2 clusters Score -1196500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1191401.000000 Penalty: 4311.724609
	Iteration 0F: 3 clusters Score -1191401 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1192904.250000 Penalty: 4311.724609
	Iteration 1F: 3 clusters Score -1192904 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1193436.750000 Penalty: 4311.724609
	Iteration 2F: 3 clusters Score -1193437 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1193960.125000 Penalty: 4311.724609
	Iteration 3F: 3 clusters Score -1193960 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1194454.750000 Penalty: 4311.724609
	Iteration 4F: 3 clusters Score -1194455 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1194838.125000 Penalty: 4311.724609
	Iteration 5F: 3 clusters Score -1194838 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1195086.500000 Penalty: 4311.724609
	Iteration 6F: 3 clusters Score -1195086 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1195264.500000 Penalty: 4311.724609
	Iteration 7Q: 3 clusters Score -1195264 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1195372.375000 Penalty: 4311.724609
	Iteration 8Q: 3 clusters Score -1195372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1195427.375000 Penalty: 4311.724609
	Iteration 9Q: 3 clusters Score -1195427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1195469.000000 Penalty: 4311.724609
	Iteration 10Q: 3 clusters Score -1195469 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1195495.125000 Penalty: 4311.724609
	Iteration 11Q: 3 clusters Score -1195495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1195512.000000 Penalty: 4311.724609
	Iteration 12Q: 3 clusters Score -1195512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1195523.000000 Penalty: 4311.724609
	Iteration 13Q: 3 clusters Score -1195523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1195537.250000 Penalty: 4311.724609
	Iteration 14Q: 3 clusters Score -1195537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1195549.375000 Penalty: 4311.724609
	Iteration 15Q: 3 clusters Score -1195549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1195557.250000 Penalty: 4311.724609
	Iteration 16Q: 3 clusters Score -1195557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1195562.500000 Penalty: 4311.724609
	Iteration 17Q: 3 clusters Score -1195562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1195566.125000 Penalty: 4311.724609
	Iteration 18Q: 3 clusters Score -1195566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1195570.250000 Penalty: 4311.724609
	Iteration 19Q: 3 clusters Score -1195570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1195569.500000 Penalty: 4311.724609
	Iteration 20F: 3 clusters Score -1195570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1195572.125000 Penalty: 4311.724609
	Iteration 21Q: 3 clusters Score -1195572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1195573.875000 Penalty: 4311.724609
	Iteration 22Q: 3 clusters Score -1195574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1195571.125000 Penalty: 4311.724609
	Iteration 23Q: 3 clusters Score -1195571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1195573.625000 Penalty: 4311.724609
	Iteration 24Q: 3 clusters Score -1195574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1195573.625000 Penalty: 4311.724609
	Iteration 25F: 3 clusters Score -1195574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -14025.152344 Penalty: 1320.106445
	Iteration 0F: 2 clusters Score -14025.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13050.090820 Penalty: 2640.212891
	Iteration 0F: 3 clusters Score -13050.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13247.890625 Penalty: 2640.212891
	Iteration 1F: 3 clusters Score -13247.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13288.577148 Penalty: 2640.212891
	Iteration 2Q: 3 clusters Score -13288.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13358.298828 Penalty: 2640.212891
	Iteration 3Q: 3 clusters Score -13358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13381.959961 Penalty: 2640.212891
	Iteration 4Q: 3 clusters Score -13381.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13388.357422 Penalty: 2640.212891
	Iteration 5Q: 3 clusters Score -13388.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13408.713867 Penalty: 2640.212891
	Iteration 6Q: 3 clusters Score -13408.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13408.713867 Penalty: 2640.212891
	Iteration 7F: 3 clusters Score -13408.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Entering Unmasked Estep 
Score: -780786.250000 Penalty: 2047.960205
	Iteration 0F: 2 clusters Score -780786.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -776972.687500 Penalty: 4095.920410
	Iteration 0F: 3 clusters Score -776972.7 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -777897.125000 Penalty: 4095.920410
	Iteration 1F: 3 clusters Score -777897.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -778114.562500 Penalty: 4095.920410
	Iteration 2F: 3 clusters Score -778114.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -778253.000000 Penalty: 4095.920410
	Iteration 3F: 3 clusters Score -778253 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -778339.250000 Penalty: 4095.920410
	Iteration 4Q: 3 clusters Score -778339.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -778412.875000 Penalty: 4095.920410
	Iteration 5Q: 3 clusters Score -778412.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -778484.000000 Penalty: 4095.920410
	Iteration 6Q: 3 clusters Score -778484 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -778542.812500 Penalty: 4095.920410
	Iteration 7Q: 3 clusters Score -778542.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -778606.937500 Penalty: 4095.920410
	Iteration 8Q: 3 clusters Score -778606.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -778669.312500 Penalty: 4095.920410
	Iteration 9Q: 3 clusters Score -778669.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -778718.437500 Penalty: 4095.920410
	Iteration 10Q: 3 clusters Score -778718.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -778760.312500 Penalty: 4095.920410
	Iteration 11Q: 3 clusters Score -778760.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -778794.500000 Penalty: 4095.920410
	Iteration 12Q: 3 clusters Score -778794.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -778828.812500 Penalty: 4095.920410
	Iteration 13Q: 3 clusters Score -778828.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -778862.625000 Penalty: 4095.920410
	Iteration 14Q: 3 clusters Score -778862.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -778886.125000 Penalty: 4095.920410
	Iteration 15Q: 3 clusters Score -778886.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -778903.187500 Penalty: 4095.920410
	Iteration 16Q: 3 clusters Score -778903.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -778918.937500 Penalty: 4095.920410
	Iteration 17Q: 3 clusters Score -778918.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -778931.937500 Penalty: 4095.920410
	Iteration 18Q: 3 clusters Score -778931.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -778941.375000 Penalty: 4095.920410
	Iteration 19Q: 3 clusters Score -778941.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -778953.937500 Penalty: 4095.920410
	Iteration 20F: 3 clusters Score -778953.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -778968.125000 Penalty: 4095.920410
	Iteration 21Q: 3 clusters Score -778968.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -778978.937500 Penalty: 4095.920410
	Iteration 22Q: 3 clusters Score -778978.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -778987.187500 Penalty: 4095.920410
	Iteration 23Q: 3 clusters Score -778987.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -778999.062500 Penalty: 4095.920410
	Iteration 24Q: 3 clusters Score -778999.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -779006.375000 Penalty: 4095.920410
	Iteration 25Q: 3 clusters Score -779006.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -779014.375000 Penalty: 4095.920410
	Iteration 26Q: 3 clusters Score -779014.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -779017.062500 Penalty: 4095.920410
	Iteration 27Q: 3 clusters Score -779017.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -779020.437500 Penalty: 4095.920410
	Iteration 28Q: 3 clusters Score -779020.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -779022.625000 Penalty: 4095.920410
	Iteration 29Q: 3 clusters Score -779022.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -779024.375000 Penalty: 4095.920410
	Iteration 30Q: 3 clusters Score -779024.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -779025.875000 Penalty: 4095.920410
	Iteration 31Q: 3 clusters Score -779025.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -779027.125000 Penalty: 4095.920410
	Iteration 32Q: 3 clusters Score -779027.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -779030.937500 Penalty: 4095.920410
	Iteration 33Q: 3 clusters Score -779030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -779032.750000 Penalty: 4095.920410
	Iteration 34Q: 3 clusters Score -779032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -779033.687500 Penalty: 4095.920410
	Iteration 35Q: 3 clusters Score -779033.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -779034.187500 Penalty: 4095.920410
	Iteration 36Q: 3 clusters Score -779034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -779036.250000 Penalty: 4095.920410
	Iteration 37Q: 3 clusters Score -779036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -779037.250000 Penalty: 4095.920410
	Iteration 38Q: 3 clusters Score -779037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -779039.375000 Penalty: 4095.920410
	Iteration 39Q: 3 clusters Score -779039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -779040.875000 Penalty: 4095.920410
	Iteration 40F: 3 clusters Score -779040.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -779040.375000 Penalty: 4095.920410
	Iteration 41Q: 3 clusters Score -779040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -779041.625000 Penalty: 4095.920410
	Iteration 42Q: 3 clusters Score -779041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -779042.187500 Penalty: 4095.920410
	Iteration 43Q: 3 clusters Score -779042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -779042.437500 Penalty: 4095.920410
	Iteration 44Q: 3 clusters Score -779042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -779042.312500 Penalty: 4095.920410
	Iteration 45Q: 3 clusters Score -779042.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -779042.312500 Penalty: 4095.920410
	Iteration 46F: 3 clusters Score -779042.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Entering Unmasked Estep 
Score: -4258792.000000 Penalty: 2461.619629
	Iteration 0F: 2 clusters Score -4258792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4244777.500000 Penalty: 4923.239258
	Iteration 0F: 3 clusters Score -4244778 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -4249632.500000 Penalty: 4923.239258
	Iteration 1F: 3 clusters Score -4249632 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -4250076.000000 Penalty: 4923.239258
	Iteration 2F: 3 clusters Score -4250076 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -4250452.000000 Penalty: 4923.239258
	Iteration 3Q: 3 clusters Score -4250452 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -4250765.500000 Penalty: 4923.239258
	Iteration 4Q: 3 clusters Score -4250766 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -4251103.500000 Penalty: 4923.239258
	Iteration 5Q: 3 clusters Score -4251104 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -4251521.000000 Penalty: 4923.239258
	Iteration 6Q: 3 clusters Score -4251521 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -4251948.000000 Penalty: 4923.239258
	Iteration 7Q: 3 clusters Score -4251948 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -4252513.500000 Penalty: 4923.239258
	Iteration 8Q: 3 clusters Score -4252514 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -4253145.500000 Penalty: 4923.239258
	Iteration 9F: 3 clusters Score -4253146 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -4253792.000000 Penalty: 4923.239258
	Iteration 10Q: 3 clusters Score -4253792 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4254456.500000 Penalty: 4923.239258
	Iteration 11Q: 3 clusters Score -4254456 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4255043.500000 Penalty: 4923.239258
	Iteration 12Q: 3 clusters Score -4255044 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4255508.500000 Penalty: 4923.239258
	Iteration 13Q: 3 clusters Score -4255508 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4255890.000000 Penalty: 4923.239258
	Iteration 14Q: 3 clusters Score -4255890 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4256145.500000 Penalty: 4923.239258
	Iteration 15Q: 3 clusters Score -4256146 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4256337.000000 Penalty: 4923.239258
	Iteration 16Q: 3 clusters Score -4256337 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4256466.000000 Penalty: 4923.239258
	Iteration 17Q: 3 clusters Score -4256466 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4256550.500000 Penalty: 4923.239258
	Iteration 18Q: 3 clusters Score -4256550 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4256613.500000 Penalty: 4923.239258
	Iteration 19Q: 3 clusters Score -4256614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4256663.500000 Penalty: 4923.239258
	Iteration 20F: 3 clusters Score -4256664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4256683.500000 Penalty: 4923.239258
	Iteration 21Q: 3 clusters Score -4256684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4256705.500000 Penalty: 4923.239258
	Iteration 22Q: 3 clusters Score -4256706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4256738.500000 Penalty: 4923.239258
	Iteration 23Q: 3 clusters Score -4256738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4256756.000000 Penalty: 4923.239258
	Iteration 24Q: 3 clusters Score -4256756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4256769.000000 Penalty: 4923.239258
	Iteration 25Q: 3 clusters Score -4256769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4256786.000000 Penalty: 4923.239258
	Iteration 26Q: 3 clusters Score -4256786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4256799.000000 Penalty: 4923.239258
	Iteration 27Q: 3 clusters Score -4256799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4256806.000000 Penalty: 4923.239258
	Iteration 28Q: 3 clusters Score -4256806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4256809.000000 Penalty: 4923.239258
	Iteration 29Q: 3 clusters Score -4256809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4256808.500000 Penalty: 4923.239258
	Iteration 30Q: 3 clusters Score -4256808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4256808.000000 Penalty: 4923.239258
	Iteration 31Q: 3 clusters Score -4256808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4256809.000000 Penalty: 4923.239258
	Iteration 32Q: 3 clusters Score -4256809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4256809.500000 Penalty: 4923.239258
	Iteration 33Q: 3 clusters Score -4256810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4256809.500000 Penalty: 4923.239258
	Iteration 34F: 3 clusters Score -4256810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (43459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Entering Unmasked Estep 
Score: -8223917.000000 Penalty: 2648.534180
	Iteration 0F: 2 clusters Score -8223917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -8194708.000000 Penalty: 5297.068359
	Iteration 0F: 3 clusters Score -8194708 nChanged 19970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -8205510.000000 Penalty: 5297.068359
	Iteration 1F: 3 clusters Score -8205510 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -8205932.500000 Penalty: 5297.068359
	Iteration 2Q: 3 clusters Score -8205932 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -8206313.000000 Penalty: 5297.068359
	Iteration 3Q: 3 clusters Score -8206313 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -8206695.500000 Penalty: 5297.068359
	Iteration 4Q: 3 clusters Score -8206696 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -8207236.000000 Penalty: 5297.068359
	Iteration 5Q: 3 clusters Score -8207236 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -8207915.000000 Penalty: 5297.068359
	Iteration 6Q: 3 clusters Score -8207915 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -8208968.500000 Penalty: 5297.068359
	Iteration 7Q: 3 clusters Score -8208968 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -8210606.500000 Penalty: 5297.068359
	Iteration 8F: 3 clusters Score -8210606 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -8213033.500000 Penalty: 5297.068359
	Iteration 9F: 3 clusters Score -8213034 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -8215954.000000 Penalty: 5297.068359
	Iteration 10F: 3 clusters Score -8215954 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -8218510.000000 Penalty: 5297.068359
	Iteration 11F: 3 clusters Score -8218510 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -8220095.500000 Penalty: 5297.068359
	Iteration 12Q: 3 clusters Score -8220096 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -8220854.500000 Penalty: 5297.068359
	Iteration 13Q: 3 clusters Score -8220854 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -8221223.000000 Penalty: 5297.068359
	Iteration 14Q: 3 clusters Score -8221223 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -8221405.000000 Penalty: 5297.068359
	Iteration 15Q: 3 clusters Score -8221405 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -8221487.500000 Penalty: 5297.068359
	Iteration 16Q: 3 clusters Score -8221488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -8221552.500000 Penalty: 5297.068359
	Iteration 17Q: 3 clusters Score -8221552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -8221575.500000 Penalty: 5297.068359
	Iteration 18Q: 3 clusters Score -8221576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -8221590.500000 Penalty: 5297.068359
	Iteration 19Q: 3 clusters Score -8221590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -8221603.500000 Penalty: 5297.068359
	Iteration 20F: 3 clusters Score -8221604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -8221614.500000 Penalty: 5297.068359
	Iteration 21Q: 3 clusters Score -8221614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -8221610.000000 Penalty: 5297.068359
	Iteration 22Q: 3 clusters Score -8221610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -8221633.000000 Penalty: 5297.068359
	Iteration 23Q: 3 clusters Score -8221633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -8221640.500000 Penalty: 5297.068359
	Iteration 24Q: 3 clusters Score -8221640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -8221642.000000 Penalty: 5297.068359
	Iteration 25Q: 3 clusters Score -8221642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -8221644.000000 Penalty: 5297.068359
	Iteration 26Q: 3 clusters Score -8221644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -8221644.000000 Penalty: 5297.068359
	Iteration 27F: 3 clusters Score -8221644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -119192.890625 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -119192.9 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 335 members 
Entering Unmasked Estep 
Score: -117775.156250 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -117775.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -118299.726562 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -118299.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -118618.476562 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -118618.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -118856.437500 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -118856.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -119079.289062 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -119079.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -119334.414062 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -119334.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -119463.515625 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -119463.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -119510.234375 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -119510.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -119530.640625 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -119530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -119539.367188 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -119539.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -119558.585938 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -119558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -119571.914062 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -119571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -119583.382812 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -119583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -119589.210938 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -119589.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -119589.210938 Penalty: 3274.210205
	Iteration 14F: 3 clusters Score -119589.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 14852 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 23569 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14445 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8734 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36311 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9668 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3858 members 
Mstep: Class 29 contains 20453 members 
Mstep: Class 30 contains 43459 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 19481 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17100 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 21156 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17611 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 14277 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8853 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24572 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28070 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32571 members 
Mstep: Class 56 contains 438 members 
Entering Unmasked Estep 
Score: -84211632.000000 Penalty: 180303.937500
Splitting cluster 31 changes total score from -84213040.000000 to -84211632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (19481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Entering Unmasked Estep 
Score: -3814478.750000 Penalty: 2449.544434
	Iteration 0F: 2 clusters Score -3814479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3800698.750000 Penalty: 4899.088867
	Iteration 0F: 3 clusters Score -3800699 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -3805320.750000 Penalty: 4899.088867
	Iteration 1F: 3 clusters Score -3805321 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3805745.750000 Penalty: 4899.088867
	Iteration 2F: 3 clusters Score -3805746 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3806034.500000 Penalty: 4899.088867
	Iteration 3Q: 3 clusters Score -3806034 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -3806383.000000 Penalty: 4899.088867
	Iteration 4Q: 3 clusters Score -3806383 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3806775.000000 Penalty: 4899.088867
	Iteration 5Q: 3 clusters Score -3806775 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3807331.250000 Penalty: 4899.088867
	Iteration 6Q: 3 clusters Score -3807331 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3808079.000000 Penalty: 4899.088867
	Iteration 7F: 3 clusters Score -3808079 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3809071.750000 Penalty: 4899.088867
	Iteration 8F: 3 clusters Score -3809072 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -3810280.750000 Penalty: 4899.088867
	Iteration 9F: 3 clusters Score -3810281 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3811384.000000 Penalty: 4899.088867
	Iteration 10F: 3 clusters Score -3811384 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3812193.250000 Penalty: 4899.088867
	Iteration 11Q: 3 clusters Score -3812193 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3812630.250000 Penalty: 4899.088867
	Iteration 12Q: 3 clusters Score -3812630 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3812814.750000 Penalty: 4899.088867
	Iteration 13Q: 3 clusters Score -3812815 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3812888.500000 Penalty: 4899.088867
	Iteration 14Q: 3 clusters Score -3812888 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3812931.500000 Penalty: 4899.088867
	Iteration 15Q: 3 clusters Score -3812932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3812948.250000 Penalty: 4899.088867
	Iteration 16Q: 3 clusters Score -3812948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3812963.000000 Penalty: 4899.088867
	Iteration 17Q: 3 clusters Score -3812963 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3812966.750000 Penalty: 4899.088867
	Iteration 18Q: 3 clusters Score -3812967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3812987.000000 Penalty: 4899.088867
	Iteration 19Q: 3 clusters Score -3812987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3812988.750000 Penalty: 4899.088867
	Iteration 20F: 3 clusters Score -3812989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3812992.000000 Penalty: 4899.088867
	Iteration 21Q: 3 clusters Score -3812992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3812991.250000 Penalty: 4899.088867
	Iteration 22Q: 3 clusters Score -3812991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3812992.500000 Penalty: 4899.088867
	Iteration 23Q: 3 clusters Score -3812992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3812994.500000 Penalty: 4899.088867
	Iteration 24Q: 3 clusters Score -3812994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3813001.000000 Penalty: 4899.088867
	Iteration 25Q: 3 clusters Score -3813001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3813002.750000 Penalty: 4899.088867
	Iteration 26Q: 3 clusters Score -3813003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3812999.250000 Penalty: 4899.088867
	Iteration 27Q: 3 clusters Score -3812999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3813001.000000 Penalty: 4899.088867
	Iteration 28Q: 3 clusters Score -3813001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3813003.250000 Penalty: 4899.088867
	Iteration 29Q: 3 clusters Score -3813003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3813001.000000 Penalty: 4899.088867
	Iteration 30Q: 3 clusters Score -3813001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3813001.000000 Penalty: 4899.088867
	Iteration 31F: 3 clusters Score -3813001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -55047.601562 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -55047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53754.382812 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -53754.38 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54057.531250 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -54057.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54239.292969 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -54239.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54402.375000 Penalty: 2988.829590
	Iteration 3F: 3 clusters Score -54402.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54506.703125 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -54506.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54747.523438 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -54747.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54978.917969 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -54978.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55177.882812 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -55177.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55267.320312 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -55267.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55457.289062 Penalty: 2988.829590
	Iteration 9Q: 3 clusters Score -55457.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55464.089844 Penalty: 2988.829590
	Iteration 10Q: 3 clusters Score -55464.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55493.308594 Penalty: 2988.829590
	Iteration 11F: 3 clusters Score -55493.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55541.062500 Penalty: 2988.829590
	Iteration 12Q: 3 clusters Score -55541.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55541.062500 Penalty: 2988.829590
	Iteration 13F: 3 clusters Score -55541.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 14852 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 23569 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14445 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8734 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36311 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9668 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3858 members 
Mstep: Class 29 contains 20453 members 
Mstep: Class 30 contains 43459 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19481 members 
Mstep: Class 33 contains 238 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17100 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 21156 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17611 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 14277 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8853 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24572 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28070 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32571 members 
Mstep: Class 56 contains 176 members 
Entering Unmasked Estep 
Score: -84211552.000000 Penalty: 180303.937500
Splitting cluster 33 changes total score from -84213040.000000 to -84211552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -91554.093750 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -91554.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90037.335938 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -90037.34 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -90278.414062 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -90278.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90415.648438 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -90415.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90566.523438 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -90566.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -90679.468750 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -90679.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90821.218750 Penalty: 3109.471680
	Iteration 5F: 3 clusters Score -90821.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90943.101562 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -90943.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -91093.734375 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -91093.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -91152.632812 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -91152.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91177.695312 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -91177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91200.250000 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -91200.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91215.796875 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -91215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91223.273438 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -91223.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91228.390625 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -91228.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -91232.710938 Penalty: 3109.471680
	Iteration 14Q: 3 clusters Score -91232.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -91236.054688 Penalty: 3109.471680
	Iteration 15F: 3 clusters Score -91236.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -91253.023438 Penalty: 3109.471680
	Iteration 16Q: 3 clusters Score -91253.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91267.859375 Penalty: 3109.471680
	Iteration 17Q: 3 clusters Score -91267.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -91291.007812 Penalty: 3109.471680
	Iteration 18Q: 3 clusters Score -91291.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -91298.421875 Penalty: 3109.471680
	Iteration 19Q: 3 clusters Score -91298.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -91317.656250 Penalty: 3109.471680
	Iteration 20F: 3 clusters Score -91317.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -91345.679688 Penalty: 3109.471680
	Iteration 21Q: 3 clusters Score -91345.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -91356.164062 Penalty: 3109.471680
	Iteration 22Q: 3 clusters Score -91356.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91372.078125 Penalty: 3109.471680
	Iteration 23Q: 3 clusters Score -91372.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91388.906250 Penalty: 3109.471680
	Iteration 24Q: 3 clusters Score -91388.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91404.289062 Penalty: 3109.471680
	Iteration 25Q: 3 clusters Score -91404.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91412.039062 Penalty: 3109.471680
	Iteration 26Q: 3 clusters Score -91412.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91413.242188 Penalty: 3109.471680
	Iteration 27Q: 3 clusters Score -91413.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91413.242188 Penalty: 3109.471680
	Iteration 28F: 3 clusters Score -91413.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Entering Unmasked Estep 
Score: -3680432.500000 Penalty: 2417.214844
	Iteration 0F: 2 clusters Score -3680432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3669805.500000 Penalty: 4834.429688
	Iteration 0F: 3 clusters Score -3669806 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -3673705.000000 Penalty: 4834.429688
	Iteration 1F: 3 clusters Score -3673705 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3674073.000000 Penalty: 4834.429688
	Iteration 2F: 3 clusters Score -3674073 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3674337.250000 Penalty: 4834.429688
	Iteration 3Q: 3 clusters Score -3674337 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3674543.750000 Penalty: 4834.429688
	Iteration 4Q: 3 clusters Score -3674544 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -3674696.750000 Penalty: 4834.429688
	Iteration 5Q: 3 clusters Score -3674697 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3674874.000000 Penalty: 4834.429688
	Iteration 6Q: 3 clusters Score -3674874 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3675037.500000 Penalty: 4834.429688
	Iteration 7Q: 3 clusters Score -3675038 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3675175.250000 Penalty: 4834.429688
	Iteration 8Q: 3 clusters Score -3675175 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3675287.500000 Penalty: 4834.429688
	Iteration 9Q: 3 clusters Score -3675288 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -3675464.000000 Penalty: 4834.429688
	Iteration 10Q: 3 clusters Score -3675464 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3675842.750000 Penalty: 4834.429688
	Iteration 11Q: 3 clusters Score -3675843 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3676195.000000 Penalty: 4834.429688
	Iteration 12Q: 3 clusters Score -3676195 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3676473.000000 Penalty: 4834.429688
	Iteration 13Q: 3 clusters Score -3676473 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3676726.250000 Penalty: 4834.429688
	Iteration 14Q: 3 clusters Score -3676726 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3676944.000000 Penalty: 4834.429688
	Iteration 15Q: 3 clusters Score -3676944 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3677092.000000 Penalty: 4834.429688
	Iteration 16Q: 3 clusters Score -3677092 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3677204.250000 Penalty: 4834.429688
	Iteration 17Q: 3 clusters Score -3677204 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3677281.000000 Penalty: 4834.429688
	Iteration 18Q: 3 clusters Score -3677281 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3677365.000000 Penalty: 4834.429688
	Iteration 19Q: 3 clusters Score -3677365 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3677429.000000 Penalty: 4834.429688
	Iteration 20F: 3 clusters Score -3677429 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3677477.750000 Penalty: 4834.429688
	Iteration 21Q: 3 clusters Score -3677478 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3677521.250000 Penalty: 4834.429688
	Iteration 22Q: 3 clusters Score -3677521 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3677533.750000 Penalty: 4834.429688
	Iteration 23Q: 3 clusters Score -3677534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3677551.000000 Penalty: 4834.429688
	Iteration 24Q: 3 clusters Score -3677551 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3677556.000000 Penalty: 4834.429688
	Iteration 25Q: 3 clusters Score -3677556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3677574.000000 Penalty: 4834.429688
	Iteration 26Q: 3 clusters Score -3677574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3677578.500000 Penalty: 4834.429688
	Iteration 27Q: 3 clusters Score -3677578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3677596.000000 Penalty: 4834.429688
	Iteration 28Q: 3 clusters Score -3677596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3677604.250000 Penalty: 4834.429688
	Iteration 29Q: 3 clusters Score -3677604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3677602.000000 Penalty: 4834.429688
	Iteration 30Q: 3 clusters Score -3677602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3677607.000000 Penalty: 4834.429688
	Iteration 31Q: 3 clusters Score -3677607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3677615.500000 Penalty: 4834.429688
	Iteration 32Q: 3 clusters Score -3677616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3677639.000000 Penalty: 4834.429688
	Iteration 33Q: 3 clusters Score -3677639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3677647.000000 Penalty: 4834.429688
	Iteration 34Q: 3 clusters Score -3677647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3677664.750000 Penalty: 4834.429688
	Iteration 35Q: 3 clusters Score -3677665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3677670.250000 Penalty: 4834.429688
	Iteration 36Q: 3 clusters Score -3677670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3677673.500000 Penalty: 4834.429688
	Iteration 37Q: 3 clusters Score -3677674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3677677.750000 Penalty: 4834.429688
	Iteration 38Q: 3 clusters Score -3677678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3677681.750000 Penalty: 4834.429688
	Iteration 39Q: 3 clusters Score -3677682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3677690.500000 Penalty: 4834.429688
	Iteration 40F: 3 clusters Score -3677690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3677701.500000 Penalty: 4834.429688
	Iteration 41Q: 3 clusters Score -3677702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3677708.000000 Penalty: 4834.429688
	Iteration 42Q: 3 clusters Score -3677708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3677709.000000 Penalty: 4834.429688
	Iteration 43Q: 3 clusters Score -3677709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3677716.500000 Penalty: 4834.429688
	Iteration 44Q: 3 clusters Score -3677716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3677716.500000 Penalty: 4834.429688
	Iteration 45Q: 3 clusters Score -3677716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3677716.500000 Penalty: 4834.429688
	Iteration 46Q: 3 clusters Score -3677716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3677716.500000 Penalty: 4834.429688
	Iteration 47F: 3 clusters Score -3677716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -101353.914062 Penalty: 1567.104126
	Iteration 0F: 2 clusters Score -101353.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -99745.632812 Penalty: 3134.208252
	Iteration 0F: 3 clusters Score -99745.63 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -99924.554688 Penalty: 3134.208252
	Iteration 1F: 3 clusters Score -99924.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -99977.429688 Penalty: 3134.208252
	Iteration 2Q: 3 clusters Score -99977.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99995.882812 Penalty: 3134.208252
	Iteration 3Q: 3 clusters Score -99995.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -100003.640625 Penalty: 3134.208252
	Iteration 4Q: 3 clusters Score -100003.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100017.117188 Penalty: 3134.208252
	Iteration 5Q: 3 clusters Score -100017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -100028.968750 Penalty: 3134.208252
	Iteration 6Q: 3 clusters Score -100029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -100046.156250 Penalty: 3134.208252
	Iteration 7Q: 3 clusters Score -100046.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100060.742188 Penalty: 3134.208252
	Iteration 8Q: 3 clusters Score -100060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -100065.335938 Penalty: 3134.208252
	Iteration 9Q: 3 clusters Score -100065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -100069.632812 Penalty: 3134.208252
	Iteration 10Q: 3 clusters Score -100069.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100072.023438 Penalty: 3134.208252
	Iteration 11Q: 3 clusters Score -100072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100074.109375 Penalty: 3134.208252
	Iteration 12Q: 3 clusters Score -100074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -100076.187500 Penalty: 3134.208252
	Iteration 13Q: 3 clusters Score -100076.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100080.796875 Penalty: 3134.208252
	Iteration 14Q: 3 clusters Score -100080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -100083.695312 Penalty: 3134.208252
	Iteration 15Q: 3 clusters Score -100083.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -100088.242188 Penalty: 3134.208252
	Iteration 16Q: 3 clusters Score -100088.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -100088.242188 Penalty: 3134.208252
	Iteration 17F: 3 clusters Score -100088.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -112743.218750 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -112743.2 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 367 members 
Entering Unmasked Estep 
Score: -111102.109375 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -111102.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -111441.820312 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -111441.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -111602.320312 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -111602.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -111763.984375 Penalty: 3257.766602
	Iteration 3F: 3 clusters Score -111764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -111885.757812 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -111885.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -111961.070312 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -111961.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -112020.164062 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -112020.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -112096.976562 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -112097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -112126.906250 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -112126.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -112157.468750 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -112157.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -112206.406250 Penalty: 3257.766602
	Iteration 10Q: 3 clusters Score -112206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -112222.320312 Penalty: 3257.766602
	Iteration 11Q: 3 clusters Score -112222.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -112223.695312 Penalty: 3257.766602
	Iteration 12Q: 3 clusters Score -112223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -112223.695312 Penalty: 3257.766602
	Iteration 13F: 3 clusters Score -112223.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Entering Unmasked Estep 
Score: -4184722.500000 Penalty: 2470.000244
	Iteration 0F: 2 clusters Score -4184722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -4170277.750000 Penalty: 4940.000488
	Iteration 0F: 3 clusters Score -4170278 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -4175155.250000 Penalty: 4940.000488
	Iteration 1F: 3 clusters Score -4175155 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -4175519.750000 Penalty: 4940.000488
	Iteration 2F: 3 clusters Score -4175520 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -4175822.500000 Penalty: 4940.000488
	Iteration 3Q: 3 clusters Score -4175822 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -4176063.000000 Penalty: 4940.000488
	Iteration 4Q: 3 clusters Score -4176063 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -4176220.000000 Penalty: 4940.000488
	Iteration 5Q: 3 clusters Score -4176220 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -4176384.250000 Penalty: 4940.000488
	Iteration 6Q: 3 clusters Score -4176384 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -4176509.750000 Penalty: 4940.000488
	Iteration 7Q: 3 clusters Score -4176510 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -4176591.250000 Penalty: 4940.000488
	Iteration 8Q: 3 clusters Score -4176591 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -4176673.000000 Penalty: 4940.000488
	Iteration 9Q: 3 clusters Score -4176673 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -4176772.750000 Penalty: 4940.000488
	Iteration 10Q: 3 clusters Score -4176773 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -4176872.750000 Penalty: 4940.000488
	Iteration 11Q: 3 clusters Score -4176873 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -4177021.750000 Penalty: 4940.000488
	Iteration 12Q: 3 clusters Score -4177022 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -4177221.000000 Penalty: 4940.000488
	Iteration 13Q: 3 clusters Score -4177221 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -4177518.500000 Penalty: 4940.000488
	Iteration 14Q: 3 clusters Score -4177518 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -4177921.250000 Penalty: 4940.000488
	Iteration 15Q: 3 clusters Score -4177921 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -4178449.000000 Penalty: 4940.000488
	Iteration 16Q: 3 clusters Score -4178449 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -4179211.000000 Penalty: 4940.000488
	Iteration 17F: 3 clusters Score -4179211 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -4180106.500000 Penalty: 4940.000488
	Iteration 18F: 3 clusters Score -4180106 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4180923.500000 Penalty: 4940.000488
	Iteration 19Q: 3 clusters Score -4180924 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4181586.000000 Penalty: 4940.000488
	Iteration 20F: 3 clusters Score -4181586 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4182021.500000 Penalty: 4940.000488
	Iteration 21Q: 3 clusters Score -4182022 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4182243.000000 Penalty: 4940.000488
	Iteration 22Q: 3 clusters Score -4182243 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4182372.250000 Penalty: 4940.000488
	Iteration 23Q: 3 clusters Score -4182372 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4182452.250000 Penalty: 4940.000488
	Iteration 24Q: 3 clusters Score -4182452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4182490.000000 Penalty: 4940.000488
	Iteration 25Q: 3 clusters Score -4182490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4182523.250000 Penalty: 4940.000488
	Iteration 26Q: 3 clusters Score -4182523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4182562.750000 Penalty: 4940.000488
	Iteration 27Q: 3 clusters Score -4182563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4182593.750000 Penalty: 4940.000488
	Iteration 28Q: 3 clusters Score -4182594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4182607.000000 Penalty: 4940.000488
	Iteration 29Q: 3 clusters Score -4182607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4182616.000000 Penalty: 4940.000488
	Iteration 30Q: 3 clusters Score -4182616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4182631.750000 Penalty: 4940.000488
	Iteration 31Q: 3 clusters Score -4182632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4182651.000000 Penalty: 4940.000488
	Iteration 32Q: 3 clusters Score -4182651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4182659.250000 Penalty: 4940.000488
	Iteration 33Q: 3 clusters Score -4182659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4182660.500000 Penalty: 4940.000488
	Iteration 34Q: 3 clusters Score -4182660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4182660.500000 Penalty: 4940.000488
	Iteration 35F: 3 clusters Score -4182660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -93546.921875 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -93546.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -92038.140625 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -92038.14 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -92291.085938 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -92291.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -92458.703125 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -92458.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -92673.265625 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -92673.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -92816.687500 Penalty: 3158.620605
	Iteration 4F: 3 clusters Score -92816.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -92942.476562 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -92942.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93072.593750 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -93072.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93094.937500 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -93094.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -93113.578125 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -93113.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -93151.476562 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -93151.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -93179.218750 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -93179.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -93204.726562 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -93204.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -93215.820312 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -93215.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -93222.890625 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -93222.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -93222.890625 Penalty: 3158.620605
	Iteration 14F: 3 clusters Score -93222.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Entering Unmasked Estep 
Score: -3787189.750000 Penalty: 2424.517334
	Iteration 0F: 2 clusters Score -3787190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3775992.000000 Penalty: 4849.034668
	Iteration 0F: 3 clusters Score -3775992 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3779991.500000 Penalty: 4849.034668
	Iteration 1F: 3 clusters Score -3779992 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -3780306.250000 Penalty: 4849.034668
	Iteration 2F: 3 clusters Score -3780306 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3780576.500000 Penalty: 4849.034668
	Iteration 3Q: 3 clusters Score -3780576 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3780792.500000 Penalty: 4849.034668
	Iteration 4Q: 3 clusters Score -3780792 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3780967.250000 Penalty: 4849.034668
	Iteration 5Q: 3 clusters Score -3780967 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3781128.500000 Penalty: 4849.034668
	Iteration 6Q: 3 clusters Score -3781128 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3781297.750000 Penalty: 4849.034668
	Iteration 7Q: 3 clusters Score -3781298 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3781443.250000 Penalty: 4849.034668
	Iteration 8Q: 3 clusters Score -3781443 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3781585.500000 Penalty: 4849.034668
	Iteration 9Q: 3 clusters Score -3781586 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -3781778.000000 Penalty: 4849.034668
	Iteration 10Q: 3 clusters Score -3781778 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3782036.250000 Penalty: 4849.034668
	Iteration 11Q: 3 clusters Score -3782036 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3782298.250000 Penalty: 4849.034668
	Iteration 12Q: 3 clusters Score -3782298 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -3782712.250000 Penalty: 4849.034668
	Iteration 13Q: 3 clusters Score -3782712 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -3783251.000000 Penalty: 4849.034668
	Iteration 14Q: 3 clusters Score -3783251 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -3783755.750000 Penalty: 4849.034668
	Iteration 15Q: 3 clusters Score -3783756 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -3784164.500000 Penalty: 4849.034668
	Iteration 16Q: 3 clusters Score -3784164 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -3784481.250000 Penalty: 4849.034668
	Iteration 17Q: 3 clusters Score -3784481 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3784754.500000 Penalty: 4849.034668
	Iteration 18Q: 3 clusters Score -3784754 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3784937.250000 Penalty: 4849.034668
	Iteration 19Q: 3 clusters Score -3784937 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3785127.500000 Penalty: 4849.034668
	Iteration 20F: 3 clusters Score -3785128 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3785307.750000 Penalty: 4849.034668
	Iteration 21Q: 3 clusters Score -3785308 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3785455.750000 Penalty: 4849.034668
	Iteration 22Q: 3 clusters Score -3785456 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3785550.250000 Penalty: 4849.034668
	Iteration 23Q: 3 clusters Score -3785550 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -3785646.250000 Penalty: 4849.034668
	Iteration 24Q: 3 clusters Score -3785646 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3785708.250000 Penalty: 4849.034668
	Iteration 25Q: 3 clusters Score -3785708 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -3785760.750000 Penalty: 4849.034668
	Iteration 26Q: 3 clusters Score -3785761 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -3785808.500000 Penalty: 4849.034668
	Iteration 27Q: 3 clusters Score -3785808 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -3785831.750000 Penalty: 4849.034668
	Iteration 28Q: 3 clusters Score -3785832 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3785855.000000 Penalty: 4849.034668
	Iteration 29Q: 3 clusters Score -3785855 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3785865.000000 Penalty: 4849.034668
	Iteration 30Q: 3 clusters Score -3785865 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3785890.500000 Penalty: 4849.034668
	Iteration 31Q: 3 clusters Score -3785890 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3785899.500000 Penalty: 4849.034668
	Iteration 32Q: 3 clusters Score -3785900 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3785887.250000 Penalty: 4849.034668
	Iteration 33Q: 3 clusters Score -3785887 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -3785893.250000 Penalty: 4849.034668
	Iteration 34Q: 3 clusters Score -3785893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -3785899.750000 Penalty: 4849.034668
	Iteration 35Q: 3 clusters Score -3785900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3785902.750000 Penalty: 4849.034668
	Iteration 36Q: 3 clusters Score -3785903 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3785910.250000 Penalty: 4849.034668
	Iteration 37Q: 3 clusters Score -3785910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3785913.000000 Penalty: 4849.034668
	Iteration 38Q: 3 clusters Score -3785913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -3785902.750000 Penalty: 4849.034668
	Iteration 39Q: 3 clusters Score -3785903 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3785898.500000 Penalty: 4849.034668
	Iteration 40F: 3 clusters Score -3785898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3785908.000000 Penalty: 4849.034668
	Iteration 41Q: 3 clusters Score -3785908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3785908.750000 Penalty: 4849.034668
	Iteration 42Q: 3 clusters Score -3785909 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3785906.750000 Penalty: 4849.034668
	Iteration 43Q: 3 clusters Score -3785907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -3785908.000000 Penalty: 4849.034668
	Iteration 44Q: 3 clusters Score -3785908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3785911.000000 Penalty: 4849.034668
	Iteration 45Q: 3 clusters Score -3785911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3785911.750000 Penalty: 4849.034668
	Iteration 46Q: 3 clusters Score -3785912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -3785907.500000 Penalty: 4849.034668
	Iteration 47Q: 3 clusters Score -3785908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3785908.500000 Penalty: 4849.034668
	Iteration 48Q: 3 clusters Score -3785908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3785908.000000 Penalty: 4849.034668
	Iteration 49Q: 3 clusters Score -3785908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3785902.000000 Penalty: 4849.034668
	Iteration 50Q: 3 clusters Score -3785902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3785901.750000 Penalty: 4849.034668
	Iteration 51Q: 3 clusters Score -3785902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3785897.250000 Penalty: 4849.034668
	Iteration 52Q: 3 clusters Score -3785897 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3785886.500000 Penalty: 4849.034668
	Iteration 53Q: 3 clusters Score -3785886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3785893.750000 Penalty: 4849.034668
	Iteration 54Q: 3 clusters Score -3785894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -3785897.750000 Penalty: 4849.034668
	Iteration 55Q: 3 clusters Score -3785898 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3785885.000000 Penalty: 4849.034668
	Iteration 56Q: 3 clusters Score -3785885 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3785873.750000 Penalty: 4849.034668
	Iteration 57Q: 3 clusters Score -3785874 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -3785830.750000 Penalty: 4849.034668
	Iteration 58Q: 3 clusters Score -3785831 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -3785797.250000 Penalty: 4849.034668
	Iteration 59Q: 3 clusters Score -3785797 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3785724.250000 Penalty: 4849.034668
	Iteration 60F: 3 clusters Score -3785724 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3785578.000000 Penalty: 4849.034668
	Iteration 61Q: 3 clusters Score -3785578 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -3785429.250000 Penalty: 4849.034668
	Iteration 62Q: 3 clusters Score -3785429 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3785427.750000 Penalty: 4849.034668
	Iteration 63Q: 3 clusters Score -3785428 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3785509.000000 Penalty: 4849.034668
	Iteration 64Q: 3 clusters Score -3785509 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3785520.500000 Penalty: 4849.034668
	Iteration 65Q: 3 clusters Score -3785520 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3785615.000000 Penalty: 4849.034668
	Iteration 66Q: 3 clusters Score -3785615 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3785622.250000 Penalty: 4849.034668
	Iteration 67Q: 3 clusters Score -3785622 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3785652.000000 Penalty: 4849.034668
	Iteration 68Q: 3 clusters Score -3785652 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3785628.250000 Penalty: 4849.034668
	Iteration 69Q: 3 clusters Score -3785628 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3785619.500000 Penalty: 4849.034668
	Iteration 70Q: 3 clusters Score -3785620 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -3785606.250000 Penalty: 4849.034668
	Iteration 71Q: 3 clusters Score -3785606 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3785586.000000 Penalty: 4849.034668
	Iteration 72Q: 3 clusters Score -3785586 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3785585.250000 Penalty: 4849.034668
	Iteration 73Q: 3 clusters Score -3785585 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3785583.500000 Penalty: 4849.034668
	Iteration 74Q: 3 clusters Score -3785584 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3785548.250000 Penalty: 4849.034668
	Iteration 75Q: 3 clusters Score -3785548 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3785548.500000 Penalty: 4849.034668
	Iteration 76Q: 3 clusters Score -3785548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3785542.500000 Penalty: 4849.034668
	Iteration 77Q: 3 clusters Score -3785542 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3785530.750000 Penalty: 4849.034668
	Iteration 78Q: 3 clusters Score -3785531 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3785518.250000 Penalty: 4849.034668
	Iteration 79Q: 3 clusters Score -3785518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3785515.750000 Penalty: 4849.034668
	Iteration 80F: 3 clusters Score -3785516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3785514.750000 Penalty: 4849.034668
	Iteration 81Q: 3 clusters Score -3785515 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3785499.500000 Penalty: 4849.034668
	Iteration 82Q: 3 clusters Score -3785500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3785498.750000 Penalty: 4849.034668
	Iteration 83Q: 3 clusters Score -3785499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3785503.500000 Penalty: 4849.034668
	Iteration 84Q: 3 clusters Score -3785504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3785492.500000 Penalty: 4849.034668
	Iteration 85Q: 3 clusters Score -3785492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3785488.250000 Penalty: 4849.034668
	Iteration 86Q: 3 clusters Score -3785488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3785480.000000 Penalty: 4849.034668
	Iteration 87Q: 3 clusters Score -3785480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3785484.500000 Penalty: 4849.034668
	Iteration 88Q: 3 clusters Score -3785484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3785476.250000 Penalty: 4849.034668
	Iteration 89Q: 3 clusters Score -3785476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -3785475.750000 Penalty: 4849.034668
	Iteration 90Q: 3 clusters Score -3785476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3785472.750000 Penalty: 4849.034668
	Iteration 91Q: 3 clusters Score -3785473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3785471.500000 Penalty: 4849.034668
	Iteration 92Q: 3 clusters Score -3785472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3785474.500000 Penalty: 4849.034668
	Iteration 93Q: 3 clusters Score -3785474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3785475.250000 Penalty: 4849.034668
	Iteration 94Q: 3 clusters Score -3785475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3785477.500000 Penalty: 4849.034668
	Iteration 95Q: 3 clusters Score -3785478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3785460.000000 Penalty: 4849.034668
	Iteration 96Q: 3 clusters Score -3785460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3785462.750000 Penalty: 4849.034668
	Iteration 97Q: 3 clusters Score -3785463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3785458.000000 Penalty: 4849.034668
	Iteration 98Q: 3 clusters Score -3785458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3785457.250000 Penalty: 4849.034668
	Iteration 99Q: 3 clusters Score -3785457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3785455.750000 Penalty: 4849.034668
	Iteration 100F: 3 clusters Score -3785456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3785454.250000 Penalty: 4849.034668
	Iteration 101Q: 3 clusters Score -3785454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3785450.250000 Penalty: 4849.034668
	Iteration 102Q: 3 clusters Score -3785450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3785452.750000 Penalty: 4849.034668
	Iteration 103Q: 3 clusters Score -3785453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3785438.750000 Penalty: 4849.034668
	Iteration 104Q: 3 clusters Score -3785439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3785441.250000 Penalty: 4849.034668
	Iteration 105Q: 3 clusters Score -3785441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3785443.000000 Penalty: 4849.034668
	Iteration 106Q: 3 clusters Score -3785443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -3785442.750000 Penalty: 4849.034668
	Iteration 107Q: 3 clusters Score -3785443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3785446.000000 Penalty: 4849.034668
	Iteration 108Q: 3 clusters Score -3785446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3785449.500000 Penalty: 4849.034668
	Iteration 109Q: 3 clusters Score -3785450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3785445.750000 Penalty: 4849.034668
	Iteration 110Q: 3 clusters Score -3785446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3785447.500000 Penalty: 4849.034668
	Iteration 111Q: 3 clusters Score -3785448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3785445.750000 Penalty: 4849.034668
	Iteration 112Q: 3 clusters Score -3785446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3785441.000000 Penalty: 4849.034668
	Iteration 113Q: 3 clusters Score -3785441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3785443.250000 Penalty: 4849.034668
	Iteration 114Q: 3 clusters Score -3785443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3785439.750000 Penalty: 4849.034668
	Iteration 115Q: 3 clusters Score -3785440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3785434.500000 Penalty: 4849.034668
	Iteration 116Q: 3 clusters Score -3785434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3785431.750000 Penalty: 4849.034668
	Iteration 117Q: 3 clusters Score -3785432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3785430.750000 Penalty: 4849.034668
	Iteration 118Q: 3 clusters Score -3785431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3785426.500000 Penalty: 4849.034668
	Iteration 119Q: 3 clusters Score -3785426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3785421.250000 Penalty: 4849.034668
	Iteration 120F: 3 clusters Score -3785421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3785424.750000 Penalty: 4849.034668
	Iteration 121Q: 3 clusters Score -3785425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3785424.250000 Penalty: 4849.034668
	Iteration 122Q: 3 clusters Score -3785424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3785416.000000 Penalty: 4849.034668
	Iteration 123Q: 3 clusters Score -3785416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3785415.750000 Penalty: 4849.034668
	Iteration 124Q: 3 clusters Score -3785416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3785408.000000 Penalty: 4849.034668
	Iteration 125Q: 3 clusters Score -3785408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3785414.000000 Penalty: 4849.034668
	Iteration 126Q: 3 clusters Score -3785414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3785408.250000 Penalty: 4849.034668
	Iteration 127Q: 3 clusters Score -3785408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3785414.000000 Penalty: 4849.034668
	Iteration 128Q: 3 clusters Score -3785414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3785416.500000 Penalty: 4849.034668
	Iteration 129Q: 3 clusters Score -3785416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3785418.250000 Penalty: 4849.034668
	Iteration 130Q: 3 clusters Score -3785418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3785412.000000 Penalty: 4849.034668
	Iteration 131Q: 3 clusters Score -3785412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3785412.500000 Penalty: 4849.034668
	Iteration 132Q: 3 clusters Score -3785412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3785419.250000 Penalty: 4849.034668
	Iteration 133Q: 3 clusters Score -3785419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -3785410.750000 Penalty: 4849.034668
	Iteration 134Q: 3 clusters Score -3785411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3785408.500000 Penalty: 4849.034668
	Iteration 135Q: 3 clusters Score -3785408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3785410.250000 Penalty: 4849.034668
	Iteration 136Q: 3 clusters Score -3785410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3785418.250000 Penalty: 4849.034668
	Iteration 137Q: 3 clusters Score -3785418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3785417.250000 Penalty: 4849.034668
	Iteration 138Q: 3 clusters Score -3785417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3785417.250000 Penalty: 4849.034668
	Iteration 139F: 3 clusters Score -3785417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Entering Unmasked Estep 
Score: -257351.890625 Penalty: 1793.179688
	Iteration 0F: 2 clusters Score -257351.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -255195.625000 Penalty: 3586.359375
	Iteration 0F: 3 clusters Score -255195.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -255714.171875 Penalty: 3586.359375
	Iteration 1F: 3 clusters Score -255714.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -255970.828125 Penalty: 3586.359375
	Iteration 2F: 3 clusters Score -255970.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -256118.750000 Penalty: 3586.359375
	Iteration 3F: 3 clusters Score -256118.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -256259.500000 Penalty: 3586.359375
	Iteration 4F: 3 clusters Score -256259.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -256340.015625 Penalty: 3586.359375
	Iteration 5Q: 3 clusters Score -256340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -256378.078125 Penalty: 3586.359375
	Iteration 6Q: 3 clusters Score -256378.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -256403.781250 Penalty: 3586.359375
	Iteration 7Q: 3 clusters Score -256403.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -256425.312500 Penalty: 3586.359375
	Iteration 8Q: 3 clusters Score -256425.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -256441.203125 Penalty: 3586.359375
	Iteration 9Q: 3 clusters Score -256441.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -256450.640625 Penalty: 3586.359375
	Iteration 10Q: 3 clusters Score -256450.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -256465.015625 Penalty: 3586.359375
	Iteration 11Q: 3 clusters Score -256465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -256479.687500 Penalty: 3586.359375
	Iteration 12Q: 3 clusters Score -256479.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -256489.671875 Penalty: 3586.359375
	Iteration 13Q: 3 clusters Score -256489.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -256496.578125 Penalty: 3586.359375
	Iteration 14Q: 3 clusters Score -256496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -256502.312500 Penalty: 3586.359375
	Iteration 15Q: 3 clusters Score -256502.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -256508.718750 Penalty: 3586.359375
	Iteration 16Q: 3 clusters Score -256508.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -256517.296875 Penalty: 3586.359375
	Iteration 17Q: 3 clusters Score -256517.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -256519.640625 Penalty: 3586.359375
	Iteration 18Q: 3 clusters Score -256519.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -256524.062500 Penalty: 3586.359375
	Iteration 19Q: 3 clusters Score -256524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -256527.750000 Penalty: 3586.359375
	Iteration 20F: 3 clusters Score -256527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -256528.296875 Penalty: 3586.359375
	Iteration 21Q: 3 clusters Score -256528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -256529.093750 Penalty: 3586.359375
	Iteration 22Q: 3 clusters Score -256529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -256529.937500 Penalty: 3586.359375
	Iteration 23Q: 3 clusters Score -256529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -256531.343750 Penalty: 3586.359375
	Iteration 24Q: 3 clusters Score -256531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -256533.625000 Penalty: 3586.359375
	Iteration 25Q: 3 clusters Score -256533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -256537.703125 Penalty: 3586.359375
	Iteration 26Q: 3 clusters Score -256537.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -256546.171875 Penalty: 3586.359375
	Iteration 27Q: 3 clusters Score -256546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -256550.281250 Penalty: 3586.359375
	Iteration 28Q: 3 clusters Score -256550.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -256554.312500 Penalty: 3586.359375
	Iteration 29Q: 3 clusters Score -256554.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -256556.468750 Penalty: 3586.359375
	Iteration 30Q: 3 clusters Score -256556.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -256557.343750 Penalty: 3586.359375
	Iteration 31Q: 3 clusters Score -256557.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -256558.859375 Penalty: 3586.359375
	Iteration 32Q: 3 clusters Score -256558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -256560.796875 Penalty: 3586.359375
	Iteration 33Q: 3 clusters Score -256560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -256561.875000 Penalty: 3586.359375
	Iteration 34Q: 3 clusters Score -256561.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -256561.875000 Penalty: 3586.359375
	Iteration 35F: 3 clusters Score -256561.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -36288.687500 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -36288.69 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 136 members 
Entering Unmasked Estep 
Score: -35203.683594 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -35203.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35346.808594 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -35346.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35400.195312 Penalty: 2824.091309
	Iteration 2Q: 3 clusters Score -35400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35410.570312 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -35410.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35417.824219 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -35417.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35443.949219 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -35443.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35473.351562 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -35473.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35477.980469 Penalty: 2824.091309
	Iteration 7Q: 3 clusters Score -35477.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35485.460938 Penalty: 2824.091309
	Iteration 8Q: 3 clusters Score -35485.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35486.277344 Penalty: 2824.091309
	Iteration 9Q: 3 clusters Score -35486.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35486.277344 Penalty: 2824.091309
	Iteration 10F: 3 clusters Score -35486.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -414346.906250 Penalty: 1923.960815
	Iteration 0F: 2 clusters Score -414346.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -411547.812500 Penalty: 3847.921631
	Iteration 0F: 3 clusters Score -411547.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -412306.562500 Penalty: 3847.921631
	Iteration 1F: 3 clusters Score -412306.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -412715.468750 Penalty: 3847.921631
	Iteration 2F: 3 clusters Score -412715.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -413002.281250 Penalty: 3847.921631
	Iteration 3F: 3 clusters Score -413002.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -413235.281250 Penalty: 3847.921631
	Iteration 4F: 3 clusters Score -413235.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -413511.406250 Penalty: 3847.921631
	Iteration 5F: 3 clusters Score -413511.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -413856.812500 Penalty: 3847.921631
	Iteration 6F: 3 clusters Score -413856.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -414142.750000 Penalty: 3847.921631
	Iteration 7F: 3 clusters Score -414142.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -414336.156250 Penalty: 3847.921631
	Iteration 8Q: 3 clusters Score -414336.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -414407.406250 Penalty: 3847.921631
	Iteration 9Q: 3 clusters Score -414407.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -414441.968750 Penalty: 3847.921631
	Iteration 10Q: 3 clusters Score -414442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -414464.000000 Penalty: 3847.921631
	Iteration 11Q: 3 clusters Score -414464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -414478.375000 Penalty: 3847.921631
	Iteration 12Q: 3 clusters Score -414478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -414485.156250 Penalty: 3847.921631
	Iteration 13Q: 3 clusters Score -414485.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -414489.875000 Penalty: 3847.921631
	Iteration 14Q: 3 clusters Score -414489.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -414492.843750 Penalty: 3847.921631
	Iteration 15Q: 3 clusters Score -414492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -414495.281250 Penalty: 3847.921631
	Iteration 16Q: 3 clusters Score -414495.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -414495.281250 Penalty: 3847.921631
	Iteration 17F: 3 clusters Score -414495.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 14852 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 23569 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14445 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8734 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36311 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9668 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3858 members 
Mstep: Class 29 contains 20453 members 
Mstep: Class 30 contains 43459 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19481 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17100 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 21156 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17611 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 877 members 
Mstep: Class 44 contains 14277 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8853 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24572 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28070 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32571 members 
Mstep: Class 56 contains 1463 members 
Entering Unmasked Estep 
Score: -84211688.000000 Penalty: 180303.937500
Splitting cluster 43 changes total score from -84213040.000000 to -84211688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (14277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Entering Unmasked Estep 
Score: -2812367.750000 Penalty: 2372.468506
	Iteration 0F: 2 clusters Score -2812368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2801938.750000 Penalty: 4744.937012
	Iteration 0F: 3 clusters Score -2801939 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2805150.250000 Penalty: 4744.937012
	Iteration 1F: 3 clusters Score -2805150 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2805447.250000 Penalty: 4744.937012
	Iteration 2F: 3 clusters Score -2805447 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2805661.500000 Penalty: 4744.937012
	Iteration 3Q: 3 clusters Score -2805662 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2805852.250000 Penalty: 4744.937012
	Iteration 4Q: 3 clusters Score -2805852 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2806058.000000 Penalty: 4744.937012
	Iteration 5Q: 3 clusters Score -2806058 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2806257.750000 Penalty: 4744.937012
	Iteration 6Q: 3 clusters Score -2806258 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2806548.250000 Penalty: 4744.937012
	Iteration 7Q: 3 clusters Score -2806548 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2806904.250000 Penalty: 4744.937012
	Iteration 8Q: 3 clusters Score -2806904 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2807358.250000 Penalty: 4744.937012
	Iteration 9F: 3 clusters Score -2807358 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2807898.750000 Penalty: 4744.937012
	Iteration 10F: 3 clusters Score -2807899 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2808449.500000 Penalty: 4744.937012
	Iteration 11F: 3 clusters Score -2808450 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2808997.000000 Penalty: 4744.937012
	Iteration 12Q: 3 clusters Score -2808997 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2809427.500000 Penalty: 4744.937012
	Iteration 13Q: 3 clusters Score -2809428 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2809740.250000 Penalty: 4744.937012
	Iteration 14Q: 3 clusters Score -2809740 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2809945.750000 Penalty: 4744.937012
	Iteration 15Q: 3 clusters Score -2809946 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2810068.500000 Penalty: 4744.937012
	Iteration 16Q: 3 clusters Score -2810068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2810126.750000 Penalty: 4744.937012
	Iteration 17Q: 3 clusters Score -2810127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2810161.500000 Penalty: 4744.937012
	Iteration 18Q: 3 clusters Score -2810162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2810207.000000 Penalty: 4744.937012
	Iteration 19Q: 3 clusters Score -2810207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2810225.750000 Penalty: 4744.937012
	Iteration 20F: 3 clusters Score -2810226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2810252.500000 Penalty: 4744.937012
	Iteration 21Q: 3 clusters Score -2810252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2810270.750000 Penalty: 4744.937012
	Iteration 22Q: 3 clusters Score -2810271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2810285.500000 Penalty: 4744.937012
	Iteration 23Q: 3 clusters Score -2810286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2810289.750000 Penalty: 4744.937012
	Iteration 24Q: 3 clusters Score -2810290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2810295.500000 Penalty: 4744.937012
	Iteration 25Q: 3 clusters Score -2810296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2810297.000000 Penalty: 4744.937012
	Iteration 26Q: 3 clusters Score -2810297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2810295.000000 Penalty: 4744.937012
	Iteration 27Q: 3 clusters Score -2810295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2810299.250000 Penalty: 4744.937012
	Iteration 28Q: 3 clusters Score -2810299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2810299.250000 Penalty: 4744.937012
	Iteration 29F: 3 clusters Score -2810299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -88004.875000 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -88004.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -86496.140625 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -86496.14 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -86676.343750 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -86676.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -86743.523438 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -86743.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -86773.414062 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -86773.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86784.398438 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -86784.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86802.546875 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -86802.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86814.109375 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -86814.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86829.703125 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -86829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86836.507812 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -86836.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86844.898438 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -86844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86849.460938 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -86849.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86860.765625 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -86860.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86865.523438 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -86865.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86865.523438 Penalty: 3123.366211
	Iteration 13F: 3 clusters Score -86865.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -311121.156250 Penalty: 1847.907837
	Iteration 0F: 2 clusters Score -311121.2 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 846 members 
Entering Unmasked Estep 
Score: -308725.750000 Penalty: 3695.815674
	Iteration 0F: 3 clusters Score -308725.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -309306.625000 Penalty: 3695.815674
	Iteration 1F: 3 clusters Score -309306.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -309578.062500 Penalty: 3695.815674
	Iteration 2F: 3 clusters Score -309578.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -309760.281250 Penalty: 3695.815674
	Iteration 3F: 3 clusters Score -309760.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -309872.906250 Penalty: 3695.815674
	Iteration 4Q: 3 clusters Score -309872.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -309976.125000 Penalty: 3695.815674
	Iteration 5Q: 3 clusters Score -309976.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -310038.625000 Penalty: 3695.815674
	Iteration 6Q: 3 clusters Score -310038.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -310077.593750 Penalty: 3695.815674
	Iteration 7Q: 3 clusters Score -310077.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -310108.531250 Penalty: 3695.815674
	Iteration 8Q: 3 clusters Score -310108.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -310131.937500 Penalty: 3695.815674
	Iteration 9Q: 3 clusters Score -310131.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -310143.531250 Penalty: 3695.815674
	Iteration 10Q: 3 clusters Score -310143.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -310155.812500 Penalty: 3695.815674
	Iteration 11Q: 3 clusters Score -310155.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -310164.718750 Penalty: 3695.815674
	Iteration 12Q: 3 clusters Score -310164.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -310167.843750 Penalty: 3695.815674
	Iteration 13Q: 3 clusters Score -310167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -310167.843750 Penalty: 3695.815674
	Iteration 14F: 3 clusters Score -310167.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -53766.246094 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -53766.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52469.421875 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -52469.42 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52631.195312 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -52631.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52691.453125 Penalty: 2938.430908
	Iteration 2Q: 3 clusters Score -52691.45 nChanged 19
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: -52780.921875 Penalty: 2938.430908
	Iteration 3F: 3 clusters Score -52780.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52829.195312 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -52829.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52876.726562 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -52876.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52894.605469 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -52894.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52922.371094 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -52922.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52943.914062 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -52943.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52945.351562 Penalty: 2938.430908
	Iteration 9Q: 3 clusters Score -52945.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52945.351562 Penalty: 2938.430908
	Iteration 10F: 3 clusters Score -52945.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Entering Unmasked Estep 
Score: -1657619.250000 Penalty: 2253.950928
	Iteration 0F: 2 clusters Score -1657619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1650672.250000 Penalty: 4507.901855
	Iteration 0F: 3 clusters Score -1650672 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1652660.500000 Penalty: 4507.901855
	Iteration 1F: 3 clusters Score -1652660 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1652983.750000 Penalty: 4507.901855
	Iteration 2F: 3 clusters Score -1652984 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1653223.250000 Penalty: 4507.901855
	Iteration 3F: 3 clusters Score -1653223 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1653435.375000 Penalty: 4507.901855
	Iteration 4Q: 3 clusters Score -1653435 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1653607.875000 Penalty: 4507.901855
	Iteration 5Q: 3 clusters Score -1653608 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1653762.875000 Penalty: 4507.901855
	Iteration 6Q: 3 clusters Score -1653763 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1653968.625000 Penalty: 4507.901855
	Iteration 7Q: 3 clusters Score -1653969 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1654146.125000 Penalty: 4507.901855
	Iteration 8Q: 3 clusters Score -1654146 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1654322.375000 Penalty: 4507.901855
	Iteration 9Q: 3 clusters Score -1654322 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1654525.250000 Penalty: 4507.901855
	Iteration 10Q: 3 clusters Score -1654525 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1654729.375000 Penalty: 4507.901855
	Iteration 11Q: 3 clusters Score -1654729 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1654927.375000 Penalty: 4507.901855
	Iteration 12Q: 3 clusters Score -1654927 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1655088.625000 Penalty: 4507.901855
	Iteration 13Q: 3 clusters Score -1655089 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1655231.250000 Penalty: 4507.901855
	Iteration 14Q: 3 clusters Score -1655231 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1655374.000000 Penalty: 4507.901855
	Iteration 15Q: 3 clusters Score -1655374 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1655492.500000 Penalty: 4507.901855
	Iteration 16Q: 3 clusters Score -1655492 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1655590.375000 Penalty: 4507.901855
	Iteration 17Q: 3 clusters Score -1655590 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1655653.750000 Penalty: 4507.901855
	Iteration 18Q: 3 clusters Score -1655654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1655717.875000 Penalty: 4507.901855
	Iteration 19Q: 3 clusters Score -1655718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1655780.250000 Penalty: 4507.901855
	Iteration 20F: 3 clusters Score -1655780 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1655835.625000 Penalty: 4507.901855
	Iteration 21Q: 3 clusters Score -1655836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1655871.875000 Penalty: 4507.901855
	Iteration 22Q: 3 clusters Score -1655872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1655902.125000 Penalty: 4507.901855
	Iteration 23Q: 3 clusters Score -1655902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1655924.250000 Penalty: 4507.901855
	Iteration 24Q: 3 clusters Score -1655924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1655933.875000 Penalty: 4507.901855
	Iteration 25Q: 3 clusters Score -1655934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1655943.750000 Penalty: 4507.901855
	Iteration 26Q: 3 clusters Score -1655944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1655956.375000 Penalty: 4507.901855
	Iteration 27Q: 3 clusters Score -1655956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1655966.000000 Penalty: 4507.901855
	Iteration 28Q: 3 clusters Score -1655966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1655978.375000 Penalty: 4507.901855
	Iteration 29Q: 3 clusters Score -1655978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1655984.375000 Penalty: 4507.901855
	Iteration 30Q: 3 clusters Score -1655984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1655990.000000 Penalty: 4507.901855
	Iteration 31Q: 3 clusters Score -1655990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1655998.000000 Penalty: 4507.901855
	Iteration 32Q: 3 clusters Score -1655998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1655999.625000 Penalty: 4507.901855
	Iteration 33Q: 3 clusters Score -1656000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1655999.875000 Penalty: 4507.901855
	Iteration 34Q: 3 clusters Score -1656000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1656000.250000 Penalty: 4507.901855
	Iteration 35Q: 3 clusters Score -1656000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1655998.875000 Penalty: 4507.901855
	Iteration 36Q: 3 clusters Score -1655999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1656001.000000 Penalty: 4507.901855
	Iteration 37Q: 3 clusters Score -1656001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1656006.375000 Penalty: 4507.901855
	Iteration 38Q: 3 clusters Score -1656006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1656008.250000 Penalty: 4507.901855
	Iteration 39Q: 3 clusters Score -1656008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1656011.500000 Penalty: 4507.901855
	Iteration 40F: 3 clusters Score -1656012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1656016.500000 Penalty: 4507.901855
	Iteration 41Q: 3 clusters Score -1656016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1656019.625000 Penalty: 4507.901855
	Iteration 42Q: 3 clusters Score -1656020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1656021.125000 Penalty: 4507.901855
	Iteration 43Q: 3 clusters Score -1656021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1656021.375000 Penalty: 4507.901855
	Iteration 44Q: 3 clusters Score -1656021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1656021.375000 Penalty: 4507.901855
	Iteration 45F: 3 clusters Score -1656021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -25967.187500 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -25967.19 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 135 members 
Entering Unmasked Estep 
Score: -25073.000000 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -25073 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25312.398438 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -25312.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25385.251953 Penalty: 2798.385986
	Iteration 2F: 3 clusters Score -25385.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25443.263672 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -25443.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25467.439453 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -25467.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25485.306641 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -25485.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25499.498047 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -25499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25586.732422 Penalty: 2798.385986
	Iteration 7Q: 3 clusters Score -25586.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25605.330078 Penalty: 2798.385986
	Iteration 8Q: 3 clusters Score -25605.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25626.572266 Penalty: 2798.385986
	Iteration 9Q: 3 clusters Score -25626.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25653.890625 Penalty: 2798.385986
	Iteration 10Q: 3 clusters Score -25653.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25679.468750 Penalty: 2798.385986
	Iteration 11Q: 3 clusters Score -25679.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25679.468750 Penalty: 2798.385986
	Iteration 12F: 3 clusters Score -25679.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -73565.171875 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -73565.17 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 250 members 
Entering Unmasked Estep 
Score: -72164.617188 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -72164.62 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72598.296875 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -72598.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72827.929688 Penalty: 3071.411621
	Iteration 2F: 3 clusters Score -72827.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72987.312500 Penalty: 3071.411621
	Iteration 3F: 3 clusters Score -72987.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -73121.500000 Penalty: 3071.411621
	Iteration 4F: 3 clusters Score -73121.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -73182.546875 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -73182.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -73256.085938 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -73256.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -73291.195312 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -73291.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -73304.453125 Penalty: 3071.411621
	Iteration 8Q: 3 clusters Score -73304.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -73307.976562 Penalty: 3071.411621
	Iteration 9Q: 3 clusters Score -73307.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -73316.656250 Penalty: 3071.411621
	Iteration 10Q: 3 clusters Score -73316.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -73318.609375 Penalty: 3071.411621
	Iteration 11Q: 3 clusters Score -73318.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -73320.281250 Penalty: 3071.411621
	Iteration 12Q: 3 clusters Score -73320.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -73320.281250 Penalty: 3071.411621
	Iteration 13F: 3 clusters Score -73320.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (24572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Entering Unmasked Estep 
Score: -4836296.000000 Penalty: 2507.121826
	Iteration 0F: 2 clusters Score -4836296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -4819876.500000 Penalty: 5014.243652
	Iteration 0F: 3 clusters Score -4819876 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -4825697.000000 Penalty: 5014.243652
	Iteration 1F: 3 clusters Score -4825697 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -4826057.500000 Penalty: 5014.243652
	Iteration 2Q: 3 clusters Score -4826058 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -4826367.000000 Penalty: 5014.243652
	Iteration 3Q: 3 clusters Score -4826367 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -4826662.000000 Penalty: 5014.243652
	Iteration 4Q: 3 clusters Score -4826662 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4827005.500000 Penalty: 5014.243652
	Iteration 5Q: 3 clusters Score -4827006 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -4827447.000000 Penalty: 5014.243652
	Iteration 6Q: 3 clusters Score -4827447 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -4828131.500000 Penalty: 5014.243652
	Iteration 7F: 3 clusters Score -4828132 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -4829125.000000 Penalty: 5014.243652
	Iteration 8F: 3 clusters Score -4829125 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -4830425.500000 Penalty: 5014.243652
	Iteration 9F: 3 clusters Score -4830426 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -4831656.000000 Penalty: 5014.243652
	Iteration 10F: 3 clusters Score -4831656 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -4832683.000000 Penalty: 5014.243652
	Iteration 11F: 3 clusters Score -4832683 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -4833398.000000 Penalty: 5014.243652
	Iteration 12Q: 3 clusters Score -4833398 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4833821.500000 Penalty: 5014.243652
	Iteration 13Q: 3 clusters Score -4833822 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -4834064.500000 Penalty: 5014.243652
	Iteration 14Q: 3 clusters Score -4834064 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -4834198.500000 Penalty: 5014.243652
	Iteration 15Q: 3 clusters Score -4834198 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -4834302.500000 Penalty: 5014.243652
	Iteration 16Q: 3 clusters Score -4834302 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -4834371.000000 Penalty: 5014.243652
	Iteration 17Q: 3 clusters Score -4834371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -4834395.500000 Penalty: 5014.243652
	Iteration 18Q: 3 clusters Score -4834396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -4834417.500000 Penalty: 5014.243652
	Iteration 19Q: 3 clusters Score -4834418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -4834430.500000 Penalty: 5014.243652
	Iteration 20F: 3 clusters Score -4834430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -4834443.500000 Penalty: 5014.243652
	Iteration 21Q: 3 clusters Score -4834444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -4834445.500000 Penalty: 5014.243652
	Iteration 22Q: 3 clusters Score -4834446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -4834451.500000 Penalty: 5014.243652
	Iteration 23Q: 3 clusters Score -4834452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -4834453.500000 Penalty: 5014.243652
	Iteration 24Q: 3 clusters Score -4834454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -4834446.500000 Penalty: 5014.243652
	Iteration 25Q: 3 clusters Score -4834446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -4834446.500000 Penalty: 5014.243652
	Iteration 26F: 3 clusters Score -4834446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -121150.578125 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -121150.6 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 368 members 
Entering Unmasked Estep 
Score: -119586.117188 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -119586.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -119986.187500 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -119986.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -120156.070312 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -120156.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -120231.640625 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -120231.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -120291.289062 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -120291.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -120336.546875 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -120336.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -120367.906250 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -120367.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -120389.562500 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -120389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -120404.273438 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -120404.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -120412.023438 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -120412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -120413.179688 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -120413.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -120413.179688 Penalty: 3274.210205
	Iteration 11F: 3 clusters Score -120413.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (28070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Entering Unmasked Estep 
Score: -5517431.000000 Penalty: 2540.129150
	Iteration 0F: 2 clusters Score -5517431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -5500494.500000 Penalty: 5080.258301
	Iteration 0F: 3 clusters Score -5500494 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -5507247.000000 Penalty: 5080.258301
	Iteration 1F: 3 clusters Score -5507247 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -5507803.500000 Penalty: 5080.258301
	Iteration 2F: 3 clusters Score -5507804 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -5508423.500000 Penalty: 5080.258301
	Iteration 3F: 3 clusters Score -5508424 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -5509111.500000 Penalty: 5080.258301
	Iteration 4F: 3 clusters Score -5509112 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -5509788.000000 Penalty: 5080.258301
	Iteration 5F: 3 clusters Score -5509788 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -5510662.000000 Penalty: 5080.258301
	Iteration 6F: 3 clusters Score -5510662 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -5511883.000000 Penalty: 5080.258301
	Iteration 7F: 3 clusters Score -5511883 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -5513134.500000 Penalty: 5080.258301
	Iteration 8F: 3 clusters Score -5513134 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -5514251.500000 Penalty: 5080.258301
	Iteration 9F: 3 clusters Score -5514252 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -5514994.000000 Penalty: 5080.258301
	Iteration 10F: 3 clusters Score -5514994 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5515297.500000 Penalty: 5080.258301
	Iteration 11Q: 3 clusters Score -5515298 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5515509.000000 Penalty: 5080.258301
	Iteration 12Q: 3 clusters Score -5515509 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5515529.500000 Penalty: 5080.258301
	Iteration 13Q: 3 clusters Score -5515530 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5515492.500000 Penalty: 5080.258301
	Iteration 14Q: 3 clusters Score -5515492 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5515488.000000 Penalty: 5080.258301
	Iteration 15Q: 3 clusters Score -5515488 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5515510.500000 Penalty: 5080.258301
	Iteration 16Q: 3 clusters Score -5515510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5515518.000000 Penalty: 5080.258301
	Iteration 17Q: 3 clusters Score -5515518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5515523.000000 Penalty: 5080.258301
	Iteration 18Q: 3 clusters Score -5515523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5515538.000000 Penalty: 5080.258301
	Iteration 19Q: 3 clusters Score -5515538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5515551.000000 Penalty: 5080.258301
	Iteration 20F: 3 clusters Score -5515551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5515553.000000 Penalty: 5080.258301
	Iteration 21Q: 3 clusters Score -5515553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5515555.500000 Penalty: 5080.258301
	Iteration 22Q: 3 clusters Score -5515556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5515565.500000 Penalty: 5080.258301
	Iteration 23Q: 3 clusters Score -5515566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5515562.500000 Penalty: 5080.258301
	Iteration 24Q: 3 clusters Score -5515562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5515557.000000 Penalty: 5080.258301
	Iteration 25Q: 3 clusters Score -5515557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5515561.000000 Penalty: 5080.258301
	Iteration 26Q: 3 clusters Score -5515561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5515567.500000 Penalty: 5080.258301
	Iteration 27Q: 3 clusters Score -5515568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5515567.500000 Penalty: 5080.258301
	Iteration 28F: 3 clusters Score -5515568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -47782.160156 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -47782.16 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 126 members 
Entering Unmasked Estep 
Score: -46517.679688 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -46517.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -46578.351562 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -46578.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -46612.050781 Penalty: 2752.341797
	Iteration 2Q: 3 clusters Score -46612.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -46633.777344 Penalty: 2752.341797
	Iteration 3Q: 3 clusters Score -46633.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -46633.777344 Penalty: 2752.341797
	Iteration 4F: 3 clusters Score -46633.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (32571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Entering Unmasked Estep 
Score: -6385523.500000 Penalty: 2577.011963
	Iteration 0F: 2 clusters Score -6385524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -6367192.000000 Penalty: 5154.023926
	Iteration 0F: 3 clusters Score -6367192 nChanged 14822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -6375149.000000 Penalty: 5154.023926
	Iteration 1F: 3 clusters Score -6375149 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -6375668.500000 Penalty: 5154.023926
	Iteration 2Q: 3 clusters Score -6375668 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -6376231.500000 Penalty: 5154.023926
	Iteration 3Q: 3 clusters Score -6376232 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -6376867.000000 Penalty: 5154.023926
	Iteration 4Q: 3 clusters Score -6376867 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -6377608.500000 Penalty: 5154.023926
	Iteration 5F: 3 clusters Score -6377608 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -6378580.000000 Penalty: 5154.023926
	Iteration 6F: 3 clusters Score -6378580 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -6379727.500000 Penalty: 5154.023926
	Iteration 7F: 3 clusters Score -6379728 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -6380902.500000 Penalty: 5154.023926
	Iteration 8F: 3 clusters Score -6380902 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -6381708.000000 Penalty: 5154.023926
	Iteration 9Q: 3 clusters Score -6381708 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -6382189.000000 Penalty: 5154.023926
	Iteration 10Q: 3 clusters Score -6382189 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -6382571.000000 Penalty: 5154.023926
	Iteration 11Q: 3 clusters Score -6382571 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -6382866.500000 Penalty: 5154.023926
	Iteration 12Q: 3 clusters Score -6382866 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -6383058.000000 Penalty: 5154.023926
	Iteration 13Q: 3 clusters Score -6383058 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -6383173.500000 Penalty: 5154.023926
	Iteration 14Q: 3 clusters Score -6383174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -6383211.000000 Penalty: 5154.023926
	Iteration 15Q: 3 clusters Score -6383211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -6383266.500000 Penalty: 5154.023926
	Iteration 16Q: 3 clusters Score -6383266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -6383284.000000 Penalty: 5154.023926
	Iteration 17Q: 3 clusters Score -6383284 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -6383289.500000 Penalty: 5154.023926
	Iteration 18Q: 3 clusters Score -6383290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -6383323.500000 Penalty: 5154.023926
	Iteration 19Q: 3 clusters Score -6383324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -6383327.000000 Penalty: 5154.023926
	Iteration 20F: 3 clusters Score -6383327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -6383345.500000 Penalty: 5154.023926
	Iteration 21Q: 3 clusters Score -6383346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -6383363.500000 Penalty: 5154.023926
	Iteration 22Q: 3 clusters Score -6383364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -6383368.000000 Penalty: 5154.023926
	Iteration 23Q: 3 clusters Score -6383368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -6383367.000000 Penalty: 5154.023926
	Iteration 24Q: 3 clusters Score -6383367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -6383374.000000 Penalty: 5154.023926
	Iteration 25Q: 3 clusters Score -6383374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -6383372.500000 Penalty: 5154.023926
	Iteration 26Q: 3 clusters Score -6383372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -6383368.500000 Penalty: 5154.023926
	Iteration 27Q: 3 clusters Score -6383368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -6383376.500000 Penalty: 5154.023926
	Iteration 28Q: 3 clusters Score -6383376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -6383372.000000 Penalty: 5154.023926
	Iteration 29Q: 3 clusters Score -6383372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -6383371.500000 Penalty: 5154.023926
	Iteration 30Q: 3 clusters Score -6383372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -6383376.000000 Penalty: 5154.023926
	Iteration 31Q: 3 clusters Score -6383376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -6383385.500000 Penalty: 5154.023926
	Iteration 32Q: 3 clusters Score -6383386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -6383391.000000 Penalty: 5154.023926
	Iteration 33Q: 3 clusters Score -6383391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -6383391.000000 Penalty: 5154.023926
	Iteration 34F: 3 clusters Score -6383391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 14852 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 23569 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14445 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8734 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36311 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9668 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3858 members 
Mstep: Class 29 contains 20453 members 
Mstep: Class 30 contains 43459 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19481 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17100 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 21156 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17611 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 14277 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8853 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24572 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28070 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212872.000000 Penalty: 177084.234375
Iteration 479Q: 56 clusters Score -8.421287e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 14855 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 23746 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8736 members 
Mstep: Class 15 contains 5072 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36204 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9693 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3858 members 
Mstep: Class 29 contains 20466 members 
Mstep: Class 30 contains 43469 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19518 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17101 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 21388 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17613 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 14083 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8852 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24633 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28044 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212704.000000 Penalty: 177084.234375
Iteration 480F: 56 clusters Score -8.42127e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 14859 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 23937 members 
Mstep: Class 6 contains 4763 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14446 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6592 members 
Mstep: Class 14 contains 8743 members 
Mstep: Class 15 contains 5073 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 36052 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9737 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5958 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3857 members 
Mstep: Class 29 contains 20496 members 
Mstep: Class 30 contains 43500 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19548 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17101 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 21700 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17610 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 13858 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8847 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24665 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 28007 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212536.000000 Penalty: 177084.234375
Iteration 481Q: 56 clusters Score -8.421254e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 14861 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 24141 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14444 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6592 members 
Mstep: Class 14 contains 8750 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 35879 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5955 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3855 members 
Mstep: Class 29 contains 20527 members 
Mstep: Class 30 contains 43536 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19593 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17101 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 22060 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17611 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 13612 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8852 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24657 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27980 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212360.000000 Penalty: 177084.234375
Iteration 482Q: 56 clusters Score -8.421236e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 14867 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 24365 members 
Mstep: Class 6 contains 4762 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14445 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 8748 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 35736 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9792 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5952 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3852 members 
Mstep: Class 29 contains 20541 members 
Mstep: Class 30 contains 43560 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19634 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17102 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 22490 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17613 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 13348 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8863 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24590 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27910 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212368.000000 Penalty: 177084.234375
Iteration 483Q: 56 clusters Score -8.421237e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 14870 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 24599 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14450 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 8741 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 35624 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9827 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 5955 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3852 members 
Mstep: Class 29 contains 20552 members 
Mstep: Class 30 contains 43590 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19669 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17102 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 22932 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17612 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 13087 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8868 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24470 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27853 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212328.000000 Penalty: 177084.234375
Iteration 484Q: 56 clusters Score -8.421233e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 14868 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 24809 members 
Mstep: Class 6 contains 4772 members 
Mstep: Class 7 contains 4316 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14453 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 8736 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 35525 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9854 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 5956 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3854 members 
Mstep: Class 29 contains 20572 members 
Mstep: Class 30 contains 43623 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19704 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17106 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 23427 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17607 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 12837 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8874 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24322 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27785 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212240.000000 Penalty: 177084.234375
Iteration 485Q: 56 clusters Score -8.421224e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 14867 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 24968 members 
Mstep: Class 6 contains 4767 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14450 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 8755 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 35407 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9874 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 5952 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3854 members 
Mstep: Class 29 contains 20588 members 
Mstep: Class 30 contains 43665 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19734 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17107 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 23913 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17608 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 12630 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8883 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 24166 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27730 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211744.000000 Penalty: 177084.234375
Iteration 486Q: 56 clusters Score -8.421174e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 14871 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 25105 members 
Mstep: Class 6 contains 4757 members 
Mstep: Class 7 contains 4320 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 8777 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 35323 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 9947 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3860 members 
Mstep: Class 29 contains 20614 members 
Mstep: Class 30 contains 43697 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19771 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17105 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 24408 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17602 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 12419 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8883 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 23964 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27641 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211568.000000 Penalty: 177084.234375
Iteration 487Q: 56 clusters Score -8.421157e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 14871 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 25237 members 
Mstep: Class 6 contains 4752 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14443 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 8803 members 
Mstep: Class 15 contains 5073 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 35243 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 10037 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 5955 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3866 members 
Mstep: Class 29 contains 20639 members 
Mstep: Class 30 contains 43732 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19818 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17109 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 24897 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17603 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 12203 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8878 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 23708 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27528 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211312.000000 Penalty: 177084.234375
Iteration 488Q: 56 clusters Score -8.421131e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 14869 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 25357 members 
Mstep: Class 6 contains 4746 members 
Mstep: Class 7 contains 4320 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14440 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 35159 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 10143 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 5956 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3869 members 
Mstep: Class 29 contains 20662 members 
Mstep: Class 30 contains 43769 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19861 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17113 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 25341 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17605 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 11991 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8881 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 23470 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27430 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211224.000000 Penalty: 177084.234375
Iteration 489Q: 56 clusters Score -8.421122e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 14869 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 25475 members 
Mstep: Class 6 contains 4744 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14438 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 8826 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 35085 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 10291 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2262 members 
Mstep: Class 26 contains 5962 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3868 members 
Mstep: Class 29 contains 20698 members 
Mstep: Class 30 contains 43810 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 19925 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17113 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 25734 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17613 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 11773 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8873 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 23256 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27258 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211392.000000 Penalty: 177084.234375
Iteration 490Q: 56 clusters Score -8.421139e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 14874 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 25608 members 
Mstep: Class 6 contains 4742 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14436 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 8839 members 
Mstep: Class 15 contains 5073 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 35002 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 10488 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3867 members 
Mstep: Class 29 contains 20706 members 
Mstep: Class 30 contains 43832 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17115 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 26062 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17615 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 11581 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8874 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 23033 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 27132 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84211216.000000 Penalty: 177084.234375
Iteration 491Q: 56 clusters Score -8.421122e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 14878 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 25723 members 
Mstep: Class 6 contains 4752 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14437 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 8847 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 34896 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 10724 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2264 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3864 members 
Mstep: Class 29 contains 20728 members 
Mstep: Class 30 contains 43837 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20088 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17122 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 26433 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17615 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 11376 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8873 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22757 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26980 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84210936.000000 Penalty: 177084.234375
Iteration 492Q: 56 clusters Score -8.421094e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 14880 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 25843 members 
Mstep: Class 6 contains 4753 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14427 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 8859 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 34773 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 10951 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 5962 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3867 members 
Mstep: Class 29 contains 20765 members 
Mstep: Class 30 contains 43852 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20182 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17121 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 26783 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17611 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 11191 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8865 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22500 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26838 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84210656.000000 Penalty: 177084.234375
Iteration 493Q: 56 clusters Score -8.421066e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 14878 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 25926 members 
Mstep: Class 6 contains 4756 members 
Mstep: Class 7 contains 4316 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14428 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 8883 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 34654 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 11172 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2265 members 
Mstep: Class 26 contains 5966 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3867 members 
Mstep: Class 29 contains 20800 members 
Mstep: Class 30 contains 43862 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20294 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17118 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 27230 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17610 members 
Mstep: Class 41 contains 1379 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 11006 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8865 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 22209 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26661 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84210320.000000 Penalty: 177084.234375
Iteration 494Q: 56 clusters Score -8.421032e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 14876 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 26000 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 8907 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 34493 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 11425 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2265 members 
Mstep: Class 26 contains 5964 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3870 members 
Mstep: Class 29 contains 20815 members 
Mstep: Class 30 contains 43891 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20471 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17114 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 27616 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17610 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 10847 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8860 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 21947 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26463 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84209944.000000 Penalty: 177084.234375
Iteration 495Q: 56 clusters Score -8.420994e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 14875 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 26043 members 
Mstep: Class 6 contains 4768 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14424 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 8913 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 34340 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 11681 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2264 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3872 members 
Mstep: Class 29 contains 20815 members 
Mstep: Class 30 contains 43920 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20667 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17111 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 27912 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17610 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 10716 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8869 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 21685 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26309 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84209680.000000 Penalty: 177084.234375
Iteration 496Q: 56 clusters Score -8.420968e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 14882 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 26059 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 4316 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 8930 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 34185 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 11981 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 5966 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3878 members 
Mstep: Class 29 contains 20819 members 
Mstep: Class 30 contains 43931 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20813 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17108 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 28052 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17615 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 10631 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8878 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 21504 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26181 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84209752.000000 Penalty: 177084.234375
Iteration 497Q: 56 clusters Score -8.420975e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 14891 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 26076 members 
Mstep: Class 6 contains 4796 members 
Mstep: Class 7 contains 4316 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 8956 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 34029 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 12284 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 5969 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3880 members 
Mstep: Class 29 contains 20832 members 
Mstep: Class 30 contains 43945 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 20967 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17106 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 28070 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17614 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 10574 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8885 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 21386 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 26057 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84209784.000000 Penalty: 177084.234375
Iteration 498Q: 56 clusters Score -8.420978e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 26090 members 
Mstep: Class 6 contains 4805 members 
Mstep: Class 7 contains 4316 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14434 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 8963 members 
Mstep: Class 15 contains 5081 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 33867 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 12557 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2264 members 
Mstep: Class 26 contains 5971 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3883 members 
Mstep: Class 29 contains 20857 members 
Mstep: Class 30 contains 43977 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21089 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17102 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 28032 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17609 members 
Mstep: Class 41 contains 1379 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 10561 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8890 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 21365 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 25933 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84209752.000000 Penalty: 177084.234375
Iteration 499Q: 56 clusters Score -8.420975e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 26081 members 
Mstep: Class 6 contains 4818 members 
Mstep: Class 7 contains 4315 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 14431 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 8983 members 
Mstep: Class 15 contains 5081 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 33735 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 12862 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 2264 members 
Mstep: Class 26 contains 5969 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 3881 members 
Mstep: Class 29 contains 20870 members 
Mstep: Class 30 contains 43963 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 21185 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 17099 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 712 members 
Mstep: Class 38 contains 27913 members 
Mstep: Class 39 contains 583 members 
Mstep: Class 40 contains 17609 members 
Mstep: Class 41 contains 1379 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 10575 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 8889 members 
Mstep: Class 49 contains 282 members 
Mstep: Class 50 contains 489 members 
Mstep: Class 51 contains 21402 members 
Mstep: Class 52 contains 736 members 
Mstep: Class 53 contains 25848 members 
Mstep: Class 54 contains 257 members 
Mstep: Class 55 contains 32126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84210280.000000 Penalty: 177084.234375
Iteration 500F: 56 clusters Score -8.421028e+07 nChanged 2197
Maximum iterations exceeded
--- Evaluating fit on full set of 1304496 points ---
Entering Unmasked Estep 
Score: -252508352.000000 Penalty: 192069.312500
20->56 Clusters: Score -252508352.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 434832 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 21637 members 
Mstep: Class 3 contains 21782 members 
Mstep: Class 4 contains 21756 members 
Mstep: Class 5 contains 21966 members 
Mstep: Class 6 contains 21472 members 
Mstep: Class 7 contains 21799 members 
Mstep: Class 8 contains 21552 members 
Mstep: Class 9 contains 21656 members 
Mstep: Class 10 contains 21968 members 
Mstep: Class 11 contains 21656 members 
Mstep: Class 12 contains 21718 members 
Mstep: Class 13 contains 21746 members 
Mstep: Class 14 contains 21971 members 
Mstep: Class 15 contains 21735 members 
Mstep: Class 16 contains 21926 members 
Mstep: Class 17 contains 21459 members 
Mstep: Class 18 contains 21642 members 
Mstep: Class 19 contains 21771 members 
Mstep: Class 20 contains 21710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1366.152222 but Gain 3219.714844
Score: -73486736.000000 Penalty: 61174.550781
Iteration 0F: 20 clusters Score -7.348674e+07 nChanged 412977
Entering Unmasked Mstep 
Mstep: Class 0 contains 2616 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 105926 members 
Mstep: Class 3 contains 1757 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 672 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 660 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 19921 members 
Mstep: Class 11 contains 3411 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 23260 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 249500 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 5107 members 
Mstep: Class 19 contains 1189 members 
Mstep: Class 20 contains 3880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1304.932251 but Gain 3219.710938
Score: -81905232.000000 Penalty: 57954.839844
Iteration 1F: 19 clusters Score -8.190523e+07 nChanged 153287
Entering Unmasked Mstep 
Mstep: Class 0 contains 1295 members 
Mstep: Class 2 contains 176027 members 
Mstep: Class 3 contains 2668 members 
Mstep: Class 5 contains 5562 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 4772 members 
Mstep: Class 11 contains 4900 members 
Mstep: Class 12 contains 2620 members 
Mstep: Class 13 contains 29177 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 189245 members 
Mstep: Class 17 contains 3215 members 
Mstep: Class 18 contains 5228 members 
Mstep: Class 19 contains 743 members 
Mstep: Class 20 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1900.991089 but Gain 3219.714844
Score: -82816752.000000 Penalty: 54735.125000
Iteration 2F: 18 clusters Score -8.281675e+07 nChanged 99433
Entering Unmasked Mstep 
Mstep: Class 0 contains 907 members 
Mstep: Class 2 contains 178268 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 5 contains 7420 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 1100 members 
Mstep: Class 11 contains 7388 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 46252 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 859 members 
Mstep: Class 16 contains 166042 members 
Mstep: Class 17 contains 4965 members 
Mstep: Class 18 contains 7675 members 
Mstep: Class 20 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83196256.000000 Penalty: 54735.125000
Iteration 3F: 18 clusters Score -8.319626e+07 nChanged 64179
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 2 contains 192209 members 
Mstep: Class 3 contains 2242 members 
Mstep: Class 5 contains 6604 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 8 contains 970 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 7891 members 
Mstep: Class 12 contains 5772 members 
Mstep: Class 13 contains 57449 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 1146 members 
Mstep: Class 16 contains 137223 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 10922 members 
Mstep: Class 20 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83367576.000000 Penalty: 54735.125000
Iteration 4F: 18 clusters Score -8.336758e+07 nChanged 44685
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 2 contains 199311 members 
Mstep: Class 3 contains 2353 members 
Mstep: Class 5 contains 5556 members 
Mstep: Class 6 contains 694 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 1165 members 
Mstep: Class 11 contains 7602 members 
Mstep: Class 12 contains 6939 members 
Mstep: Class 13 contains 68242 members 
Mstep: Class 14 contains 1252 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 115778 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 20 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83476928.000000 Penalty: 54735.125000
Iteration 5F: 18 clusters Score -8.347693e+07 nChanged 32255
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 2 contains 198483 members 
Mstep: Class 3 contains 2699 members 
Mstep: Class 5 contains 4874 members 
Mstep: Class 6 contains 718 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 2597 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 7497 members 
Mstep: Class 12 contains 7856 members 
Mstep: Class 13 contains 78854 members 
Mstep: Class 14 contains 1170 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 102763 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 16502 members 
Mstep: Class 20 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83531888.000000 Penalty: 54735.125000
Iteration 6F: 18 clusters Score -8.353189e+07 nChanged 24855
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 2 contains 193450 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 5 contains 4597 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 8 contains 614 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 7686 members 
Mstep: Class 12 contains 8733 members 
Mstep: Class 13 contains 88218 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 95238 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 18011 members 
Mstep: Class 20 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83550440.000000 Penalty: 54735.125000
Iteration 7F: 18 clusters Score -8.355044e+07 nChanged 19690
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 2 contains 188171 members 
Mstep: Class 3 contains 3330 members 
Mstep: Class 5 contains 4743 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 1105 members 
Mstep: Class 8 contains 527 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 1276 members 
Mstep: Class 11 contains 7996 members 
Mstep: Class 12 contains 9638 members 
Mstep: Class 13 contains 94239 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 1383 members 
Mstep: Class 16 contains 90570 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 20 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83572624.000000 Penalty: 54735.125000
Iteration 8Q: 18 clusters Score -8.357262e+07 nChanged 17953
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 2 contains 181157 members 
Mstep: Class 3 contains 3501 members 
Mstep: Class 5 contains 4862 members 
Mstep: Class 6 contains 809 members 
Mstep: Class 7 contains 1190 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 1282 members 
Mstep: Class 11 contains 8361 members 
Mstep: Class 12 contains 10427 members 
Mstep: Class 13 contains 99753 members 
Mstep: Class 14 contains 1064 members 
Mstep: Class 15 contains 1392 members 
Mstep: Class 16 contains 87735 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 21575 members 
Mstep: Class 20 contains 4536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83593376.000000 Penalty: 54735.125000
Iteration 9Q: 18 clusters Score -8.359338e+07 nChanged 16475
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 2 contains 173930 members 
Mstep: Class 3 contains 3634 members 
Mstep: Class 5 contains 4940 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 1259 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3010 members 
Mstep: Class 10 contains 1285 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 11195 members 
Mstep: Class 13 contains 103946 members 
Mstep: Class 14 contains 1063 members 
Mstep: Class 15 contains 1382 members 
Mstep: Class 16 contains 85886 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 18 contains 23877 members 
Mstep: Class 20 contains 5651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83605096.000000 Penalty: 54735.125000
Iteration 10Q: 18 clusters Score -8.36051e+07 nChanged 15568
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 2 contains 167018 members 
Mstep: Class 3 contains 3711 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3137 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 105872 members 
Mstep: Class 14 contains 1062 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 84572 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 27311 members 
Mstep: Class 20 contains 6802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83616896.000000 Penalty: 54735.125000
Iteration 11Q: 18 clusters Score -8.36169e+07 nChanged 16786
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 2 contains 158929 members 
Mstep: Class 3 contains 3813 members 
Mstep: Class 5 contains 6032 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 3255 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 9596 members 
Mstep: Class 12 contains 12364 members 
Mstep: Class 13 contains 106411 members 
Mstep: Class 14 contains 1063 members 
Mstep: Class 15 contains 1433 members 
Mstep: Class 16 contains 83652 members 
Mstep: Class 17 contains 3482 members 
Mstep: Class 18 contains 32725 members 
Mstep: Class 20 contains 7931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83628416.000000 Penalty: 54735.125000
Iteration 12Q: 18 clusters Score -8.362842e+07 nChanged 19996
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 2 contains 148624 members 
Mstep: Class 3 contains 3918 members 
Mstep: Class 5 contains 7023 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 408 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 1308 members 
Mstep: Class 11 contains 10146 members 
Mstep: Class 12 contains 12783 members 
Mstep: Class 13 contains 106059 members 
Mstep: Class 14 contains 1067 members 
Mstep: Class 15 contains 1459 members 
Mstep: Class 16 contains 82913 members 
Mstep: Class 17 contains 3554 members 
Mstep: Class 18 contains 40818 members 
Mstep: Class 20 contains 8894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83639936.000000 Penalty: 54735.125000
Iteration 13Q: 18 clusters Score -8.363994e+07 nChanged 24178
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 2 contains 134415 members 
Mstep: Class 3 contains 4049 members 
Mstep: Class 5 contains 8050 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 11 contains 10674 members 
Mstep: Class 12 contains 13041 members 
Mstep: Class 13 contains 105781 members 
Mstep: Class 14 contains 1076 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 82231 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 52722 members 
Mstep: Class 20 contains 9893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83670960.000000 Penalty: 54735.125000
Iteration 14F: 18 clusters Score -8.367096e+07 nChanged 26605
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 2 contains 122597 members 
Mstep: Class 3 contains 3934 members 
Mstep: Class 5 contains 10448 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 446 members 
Mstep: Class 9 contains 3659 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 11181 members 
Mstep: Class 12 contains 13200 members 
Mstep: Class 13 contains 101648 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 1568 members 
Mstep: Class 16 contains 81260 members 
Mstep: Class 17 contains 3830 members 
Mstep: Class 18 contains 65231 members 
Mstep: Class 20 contains 10953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83697008.000000 Penalty: 54735.125000
Iteration 15F: 18 clusters Score -8.369701e+07 nChanged 24511
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 2 contains 114191 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 5 contains 12144 members 
Mstep: Class 6 contains 985 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 11580 members 
Mstep: Class 12 contains 13228 members 
Mstep: Class 13 contains 99122 members 
Mstep: Class 14 contains 1100 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 80205 members 
Mstep: Class 17 contains 3998 members 
Mstep: Class 18 contains 73530 members 
Mstep: Class 20 contains 12001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83711384.000000 Penalty: 54735.125000
Iteration 16F: 18 clusters Score -8.371138e+07 nChanged 18028
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 108742 members 
Mstep: Class 3 contains 4118 members 
Mstep: Class 5 contains 13690 members 
Mstep: Class 6 contains 1016 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 3997 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 13264 members 
Mstep: Class 13 contains 97761 members 
Mstep: Class 14 contains 1135 members 
Mstep: Class 15 contains 1722 members 
Mstep: Class 16 contains 79357 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 77994 members 
Mstep: Class 20 contains 12867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83723992.000000 Penalty: 54735.125000
Iteration 17Q: 18 clusters Score -8.372399e+07 nChanged 14711
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 104968 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 5 contains 15177 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 408 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 1322 members 
Mstep: Class 11 contains 11846 members 
Mstep: Class 12 contains 13329 members 
Mstep: Class 13 contains 96826 members 
Mstep: Class 14 contains 1136 members 
Mstep: Class 15 contains 1770 members 
Mstep: Class 16 contains 78563 members 
Mstep: Class 17 contains 4286 members 
Mstep: Class 18 contains 80780 members 
Mstep: Class 20 contains 13458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83729200.000000 Penalty: 54735.125000
Iteration 18Q: 18 clusters Score -8.37292e+07 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 102560 members 
Mstep: Class 3 contains 4359 members 
Mstep: Class 5 contains 16744 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 4300 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 13381 members 
Mstep: Class 13 contains 96637 members 
Mstep: Class 14 contains 1137 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 77985 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 81527 members 
Mstep: Class 20 contains 13855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83732824.000000 Penalty: 54735.125000
Iteration 19Q: 18 clusters Score -8.373282e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 100402 members 
Mstep: Class 3 contains 4485 members 
Mstep: Class 5 contains 18467 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 4400 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 11756 members 
Mstep: Class 12 contains 13459 members 
Mstep: Class 13 contains 96966 members 
Mstep: Class 14 contains 1149 members 
Mstep: Class 15 contains 1809 members 
Mstep: Class 16 contains 77476 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 81655 members 
Mstep: Class 20 contains 14035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83736624.000000 Penalty: 54735.125000
Iteration 20F: 18 clusters Score -8.373662e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 98686 members 
Mstep: Class 3 contains 4615 members 
Mstep: Class 5 contains 20377 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 1322 members 
Mstep: Class 11 contains 11662 members 
Mstep: Class 12 contains 13601 members 
Mstep: Class 13 contains 97294 members 
Mstep: Class 14 contains 1166 members 
Mstep: Class 15 contains 1848 members 
Mstep: Class 16 contains 77028 members 
Mstep: Class 17 contains 4392 members 
Mstep: Class 18 contains 81303 members 
Mstep: Class 20 contains 14036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83740208.000000 Penalty: 54735.125000
Iteration 21Q: 18 clusters Score -8.374021e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 97085 members 
Mstep: Class 3 contains 4762 members 
Mstep: Class 5 contains 22503 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 11553 members 
Mstep: Class 12 contains 13706 members 
Mstep: Class 13 contains 97717 members 
Mstep: Class 14 contains 1166 members 
Mstep: Class 15 contains 1879 members 
Mstep: Class 16 contains 76572 members 
Mstep: Class 17 contains 4352 members 
Mstep: Class 18 contains 80862 members 
Mstep: Class 20 contains 13801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83743592.000000 Penalty: 54735.125000
Iteration 22Q: 18 clusters Score -8.374359e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 95758 members 
Mstep: Class 3 contains 4901 members 
Mstep: Class 5 contains 24762 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 1311 members 
Mstep: Class 11 contains 11429 members 
Mstep: Class 12 contains 13777 members 
Mstep: Class 13 contains 98033 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 16 contains 76122 members 
Mstep: Class 17 contains 4253 members 
Mstep: Class 18 contains 80190 members 
Mstep: Class 20 contains 13621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83747040.000000 Penalty: 54735.125000
Iteration 23Q: 18 clusters Score -8.374704e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 94362 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 5 contains 27009 members 
Mstep: Class 6 contains 1254 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 4549 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 11230 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 98464 members 
Mstep: Class 14 contains 1171 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 16 contains 75655 members 
Mstep: Class 17 contains 4147 members 
Mstep: Class 18 contains 79541 members 
Mstep: Class 20 contains 13478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83750224.000000 Penalty: 54735.125000
Iteration 24Q: 18 clusters Score -8.375022e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 93213 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 5 contains 29190 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 4565 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 11024 members 
Mstep: Class 12 contains 13933 members 
Mstep: Class 13 contains 98759 members 
Mstep: Class 14 contains 1176 members 
Mstep: Class 15 contains 1900 members 
Mstep: Class 16 contains 75216 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 78740 members 
Mstep: Class 20 contains 13461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83754024.000000 Penalty: 54735.125000
Iteration 25Q: 18 clusters Score -8.375402e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 92277 members 
Mstep: Class 3 contains 5288 members 
Mstep: Class 5 contains 31242 members 
Mstep: Class 6 contains 1337 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 10849 members 
Mstep: Class 12 contains 13992 members 
Mstep: Class 13 contains 99028 members 
Mstep: Class 14 contains 1179 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 74763 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 77814 members 
Mstep: Class 20 contains 13460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83758112.000000 Penalty: 54735.125000
Iteration 26Q: 18 clusters Score -8.375811e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 91758 members 
Mstep: Class 3 contains 5412 members 
Mstep: Class 5 contains 33329 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 1428 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 4574 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 10665 members 
Mstep: Class 12 contains 14022 members 
Mstep: Class 13 contains 98908 members 
Mstep: Class 14 contains 1185 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 74286 members 
Mstep: Class 17 contains 3895 members 
Mstep: Class 18 contains 76782 members 
Mstep: Class 20 contains 13557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83762456.000000 Penalty: 54735.125000
Iteration 27Q: 18 clusters Score -8.376246e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 91571 members 
Mstep: Class 3 contains 5526 members 
Mstep: Class 5 contains 35274 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 1428 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 14030 members 
Mstep: Class 13 contains 98770 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 73812 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 18 contains 75484 members 
Mstep: Class 20 contains 13762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83765152.000000 Penalty: 54735.125000
Iteration 28Q: 18 clusters Score -8.376515e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 91534 members 
Mstep: Class 3 contains 5619 members 
Mstep: Class 5 contains 37097 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 4577 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 10348 members 
Mstep: Class 12 contains 14033 members 
Mstep: Class 13 contains 98469 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 73295 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 18 contains 74224 members 
Mstep: Class 20 contains 14085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83768008.000000 Penalty: 54735.125000
Iteration 29Q: 18 clusters Score -8.376801e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 91650 members 
Mstep: Class 3 contains 5745 members 
Mstep: Class 5 contains 38772 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 1432 members 
Mstep: Class 8 contains 383 members 
Mstep: Class 9 contains 4580 members 
Mstep: Class 10 contains 1275 members 
Mstep: Class 11 contains 10221 members 
Mstep: Class 12 contains 14038 members 
Mstep: Class 13 contains 97916 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 72739 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 73140 members 
Mstep: Class 20 contains 14444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83770792.000000 Penalty: 54735.125000
Iteration 30Q: 18 clusters Score -8.377079e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 91902 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 5 contains 40343 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 4580 members 
Mstep: Class 10 contains 1277 members 
Mstep: Class 11 contains 10121 members 
Mstep: Class 12 contains 14035 members 
Mstep: Class 13 contains 97203 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 72147 members 
Mstep: Class 17 contains 3745 members 
Mstep: Class 18 contains 72177 members 
Mstep: Class 20 contains 14843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83774248.000000 Penalty: 54735.125000
Iteration 31Q: 18 clusters Score -8.377425e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 92180 members 
Mstep: Class 3 contains 5930 members 
Mstep: Class 5 contains 41863 members 
Mstep: Class 6 contains 1640 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 375 members 
Mstep: Class 9 contains 4590 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 10035 members 
Mstep: Class 12 contains 14012 members 
Mstep: Class 13 contains 96326 members 
Mstep: Class 14 contains 1202 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 16 contains 71494 members 
Mstep: Class 17 contains 3733 members 
Mstep: Class 18 contains 71484 members 
Mstep: Class 20 contains 15225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83777824.000000 Penalty: 54735.125000
Iteration 32Q: 18 clusters Score -8.377782e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 92579 members 
Mstep: Class 3 contains 6010 members 
Mstep: Class 5 contains 43331 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 371 members 
Mstep: Class 9 contains 4597 members 
Mstep: Class 10 contains 1282 members 
Mstep: Class 11 contains 9974 members 
Mstep: Class 12 contains 13958 members 
Mstep: Class 13 contains 95385 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 70811 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 70770 members 
Mstep: Class 20 contains 15671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83780896.000000 Penalty: 54735.125000
Iteration 33Q: 18 clusters Score -8.37809e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 93122 members 
Mstep: Class 3 contains 6112 members 
Mstep: Class 5 contains 44811 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 9906 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 94385 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 70068 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 70037 members 
Mstep: Class 20 contains 16117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83783312.000000 Penalty: 54735.125000
Iteration 34Q: 18 clusters Score -8.378331e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 93741 members 
Mstep: Class 3 contains 6194 members 
Mstep: Class 5 contains 46317 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 356 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 11 contains 9817 members 
Mstep: Class 12 contains 13779 members 
Mstep: Class 13 contains 93416 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 69309 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 69269 members 
Mstep: Class 20 contains 16525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83785536.000000 Penalty: 54735.125000
Iteration 35Q: 18 clusters Score -8.378554e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 94194 members 
Mstep: Class 3 contains 6262 members 
Mstep: Class 5 contains 47845 members 
Mstep: Class 6 contains 1826 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 352 members 
Mstep: Class 9 contains 4614 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 9736 members 
Mstep: Class 12 contains 13689 members 
Mstep: Class 13 contains 92504 members 
Mstep: Class 14 contains 1217 members 
Mstep: Class 15 contains 2011 members 
Mstep: Class 16 contains 68527 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 68606 members 
Mstep: Class 20 contains 16937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83789296.000000 Penalty: 54735.125000
Iteration 36Q: 18 clusters Score -8.37893e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 94750 members 
Mstep: Class 3 contains 6315 members 
Mstep: Class 5 contains 49159 members 
Mstep: Class 6 contains 1856 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 4605 members 
Mstep: Class 10 contains 1312 members 
Mstep: Class 11 contains 9686 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 91849 members 
Mstep: Class 14 contains 1222 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 67701 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 67864 members 
Mstep: Class 20 contains 17335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83792376.000000 Penalty: 54735.125000
Iteration 37Q: 18 clusters Score -8.379238e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 95274 members 
Mstep: Class 3 contains 6348 members 
Mstep: Class 5 contains 50351 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 347 members 
Mstep: Class 9 contains 4599 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 9634 members 
Mstep: Class 12 contains 13533 members 
Mstep: Class 13 contains 91353 members 
Mstep: Class 14 contains 1225 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 66860 members 
Mstep: Class 17 contains 3662 members 
Mstep: Class 18 contains 67162 members 
Mstep: Class 20 contains 17743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83796048.000000 Penalty: 54735.125000
Iteration 38Q: 18 clusters Score -8.379605e+07 nChanged 6337
Entering ConstructFrom: 
Score: -83796048.000000 Penalty: 54735.125000
Entering ConstructFrom: 
Trying to split cluster 2 (95744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95744 members 
Entering Unmasked Estep 
Score: -18530936.000000 Penalty: 2844.419434
	Iteration 0F: 2 clusters Score -1.853094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -18536770.000000 Penalty: 5688.838867
	Iteration 0F: 3 clusters Score -1.853677e+07 nChanged 45572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -18563914.000000 Penalty: 5688.838867
	Iteration 1F: 3 clusters Score -1.856391e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -18563944.000000 Penalty: 5688.838867
	Iteration 2F: 3 clusters Score -1.856394e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -18564462.000000 Penalty: 5688.838867
	Iteration 3Q: 3 clusters Score -1.856446e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -18565126.000000 Penalty: 5688.838867
	Iteration 4Q: 3 clusters Score -1.856513e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -18566036.000000 Penalty: 5688.838867
	Iteration 5Q: 3 clusters Score -1.856604e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -18567164.000000 Penalty: 5688.838867
	Iteration 6Q: 3 clusters Score -1.856716e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -18568982.000000 Penalty: 5688.838867
	Iteration 7Q: 3 clusters Score -1.856898e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -18571350.000000 Penalty: 5688.838867
	Iteration 8Q: 3 clusters Score -1.857135e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -18574944.000000 Penalty: 5688.838867
	Iteration 9F: 3 clusters Score -1.857494e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -18578826.000000 Penalty: 5688.838867
	Iteration 10F: 3 clusters Score -1.857883e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -18581410.000000 Penalty: 5688.838867
	Iteration 11F: 3 clusters Score -1.858141e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -18582240.000000 Penalty: 5688.838867
	Iteration 12Q: 3 clusters Score -1.858224e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -18582528.000000 Penalty: 5688.838867
	Iteration 13Q: 3 clusters Score -1.858253e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -18582602.000000 Penalty: 5688.838867
	Iteration 14Q: 3 clusters Score -1.85826e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -18582760.000000 Penalty: 5688.838867
	Iteration 15Q: 3 clusters Score -1.858276e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -18582856.000000 Penalty: 5688.838867
	Iteration 16Q: 3 clusters Score -1.858286e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -18582930.000000 Penalty: 5688.838867
	Iteration 17Q: 3 clusters Score -1.858293e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -18583094.000000 Penalty: 5688.838867
	Iteration 18Q: 3 clusters Score -1.858309e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -18583184.000000 Penalty: 5688.838867
	Iteration 19Q: 3 clusters Score -1.858318e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -18583304.000000 Penalty: 5688.838867
	Iteration 20F: 3 clusters Score -1.85833e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -18583508.000000 Penalty: 5688.838867
	Iteration 21Q: 3 clusters Score -1.858351e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -18583678.000000 Penalty: 5688.838867
	Iteration 22Q: 3 clusters Score -1.858368e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -18583816.000000 Penalty: 5688.838867
	Iteration 23Q: 3 clusters Score -1.858382e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -18583952.000000 Penalty: 5688.838867
	Iteration 24Q: 3 clusters Score -1.858395e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -18584086.000000 Penalty: 5688.838867
	Iteration 25Q: 3 clusters Score -1.858409e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -18584232.000000 Penalty: 5688.838867
	Iteration 26Q: 3 clusters Score -1.858423e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -18584366.000000 Penalty: 5688.838867
	Iteration 27Q: 3 clusters Score -1.858437e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -18584530.000000 Penalty: 5688.838867
	Iteration 28Q: 3 clusters Score -1.858453e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -18584628.000000 Penalty: 5688.838867
	Iteration 29Q: 3 clusters Score -1.858463e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -18584864.000000 Penalty: 5688.838867
	Iteration 30Q: 3 clusters Score -1.858486e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -18585028.000000 Penalty: 5688.838867
	Iteration 31Q: 3 clusters Score -1.858503e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -18585226.000000 Penalty: 5688.838867
	Iteration 32Q: 3 clusters Score -1.858523e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -18585384.000000 Penalty: 5688.838867
	Iteration 33Q: 3 clusters Score -1.858538e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -18585644.000000 Penalty: 5688.838867
	Iteration 34Q: 3 clusters Score -1.858564e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -18585944.000000 Penalty: 5688.838867
	Iteration 35Q: 3 clusters Score -1.858594e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -18586172.000000 Penalty: 5688.838867
	Iteration 36Q: 3 clusters Score -1.858617e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -18586482.000000 Penalty: 5688.838867
	Iteration 37Q: 3 clusters Score -1.858648e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -18586748.000000 Penalty: 5688.838867
	Iteration 38Q: 3 clusters Score -1.858675e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -18586982.000000 Penalty: 5688.838867
	Iteration 39Q: 3 clusters Score -1.858698e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -18587150.000000 Penalty: 5688.838867
	Iteration 40F: 3 clusters Score -1.858715e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -18587376.000000 Penalty: 5688.838867
	Iteration 41Q: 3 clusters Score -1.858738e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -18587548.000000 Penalty: 5688.838867
	Iteration 42Q: 3 clusters Score -1.858755e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -18587814.000000 Penalty: 5688.838867
	Iteration 43Q: 3 clusters Score -1.858781e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -18587870.000000 Penalty: 5688.838867
	Iteration 44Q: 3 clusters Score -1.858787e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -18587998.000000 Penalty: 5688.838867
	Iteration 45Q: 3 clusters Score -1.8588e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -18588098.000000 Penalty: 5688.838867
	Iteration 46Q: 3 clusters Score -1.85881e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -18588194.000000 Penalty: 5688.838867
	Iteration 47Q: 3 clusters Score -1.858819e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -18588208.000000 Penalty: 5688.838867
	Iteration 48Q: 3 clusters Score -1.858821e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -18588266.000000 Penalty: 5688.838867
	Iteration 49Q: 3 clusters Score -1.858827e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -18588244.000000 Penalty: 5688.838867
	Iteration 50Q: 3 clusters Score -1.858824e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -18588258.000000 Penalty: 5688.838867
	Iteration 51Q: 3 clusters Score -1.858826e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -18588326.000000 Penalty: 5688.838867
	Iteration 52Q: 3 clusters Score -1.858833e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -18588370.000000 Penalty: 5688.838867
	Iteration 53Q: 3 clusters Score -1.858837e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -18588404.000000 Penalty: 5688.838867
	Iteration 54Q: 3 clusters Score -1.85884e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -18588478.000000 Penalty: 5688.838867
	Iteration 55Q: 3 clusters Score -1.858848e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -18588600.000000 Penalty: 5688.838867
	Iteration 56Q: 3 clusters Score -1.85886e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -18588628.000000 Penalty: 5688.838867
	Iteration 57Q: 3 clusters Score -1.858863e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -18588624.000000 Penalty: 5688.838867
	Iteration 58Q: 3 clusters Score -1.858862e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -18588634.000000 Penalty: 5688.838867
	Iteration 59Q: 3 clusters Score -1.858863e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -18588622.000000 Penalty: 5688.838867
	Iteration 60F: 3 clusters Score -1.858862e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -18588600.000000 Penalty: 5688.838867
	Iteration 61Q: 3 clusters Score -1.85886e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -18588648.000000 Penalty: 5688.838867
	Iteration 62Q: 3 clusters Score -1.858865e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -18588700.000000 Penalty: 5688.838867
	Iteration 63Q: 3 clusters Score -1.85887e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -18588656.000000 Penalty: 5688.838867
	Iteration 64Q: 3 clusters Score -1.858866e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -18588726.000000 Penalty: 5688.838867
	Iteration 65Q: 3 clusters Score -1.858873e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -18588718.000000 Penalty: 5688.838867
	Iteration 66Q: 3 clusters Score -1.858872e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -18588708.000000 Penalty: 5688.838867
	Iteration 67Q: 3 clusters Score -1.858871e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -18588690.000000 Penalty: 5688.838867
	Iteration 68Q: 3 clusters Score -1.858869e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -18588740.000000 Penalty: 5688.838867
	Iteration 69Q: 3 clusters Score -1.858874e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -18588758.000000 Penalty: 5688.838867
	Iteration 70Q: 3 clusters Score -1.858876e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -18588760.000000 Penalty: 5688.838867
	Iteration 71Q: 3 clusters Score -1.858876e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -18588744.000000 Penalty: 5688.838867
	Iteration 72Q: 3 clusters Score -1.858874e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -18588742.000000 Penalty: 5688.838867
	Iteration 73Q: 3 clusters Score -1.858874e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -18588784.000000 Penalty: 5688.838867
	Iteration 74Q: 3 clusters Score -1.858878e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -18588762.000000 Penalty: 5688.838867
	Iteration 75Q: 3 clusters Score -1.858876e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -18588784.000000 Penalty: 5688.838867
	Iteration 76Q: 3 clusters Score -1.858878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -18588778.000000 Penalty: 5688.838867
	Iteration 77Q: 3 clusters Score -1.858878e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -18588750.000000 Penalty: 5688.838867
	Iteration 78Q: 3 clusters Score -1.858875e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -18588774.000000 Penalty: 5688.838867
	Iteration 79Q: 3 clusters Score -1.858877e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -18588760.000000 Penalty: 5688.838867
	Iteration 80F: 3 clusters Score -1.858876e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -18588756.000000 Penalty: 5688.838867
	Iteration 81Q: 3 clusters Score -1.858876e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -18588770.000000 Penalty: 5688.838867
	Iteration 82Q: 3 clusters Score -1.858877e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -18588766.000000 Penalty: 5688.838867
	Iteration 83Q: 3 clusters Score -1.858877e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -18588740.000000 Penalty: 5688.838867
	Iteration 84Q: 3 clusters Score -1.858874e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -18588716.000000 Penalty: 5688.838867
	Iteration 85Q: 3 clusters Score -1.858872e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -18588712.000000 Penalty: 5688.838867
	Iteration 86Q: 3 clusters Score -1.858871e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -18588748.000000 Penalty: 5688.838867
	Iteration 87Q: 3 clusters Score -1.858875e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -18588764.000000 Penalty: 5688.838867
	Iteration 88Q: 3 clusters Score -1.858876e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -18588756.000000 Penalty: 5688.838867
	Iteration 89Q: 3 clusters Score -1.858876e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -18588744.000000 Penalty: 5688.838867
	Iteration 90Q: 3 clusters Score -1.858874e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -18588736.000000 Penalty: 5688.838867
	Iteration 91Q: 3 clusters Score -1.858874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -18588740.000000 Penalty: 5688.838867
	Iteration 92Q: 3 clusters Score -1.858874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -18588742.000000 Penalty: 5688.838867
	Iteration 93Q: 3 clusters Score -1.858874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -18588760.000000 Penalty: 5688.838867
	Iteration 94Q: 3 clusters Score -1.858876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -18588760.000000 Penalty: 5688.838867
	Iteration 95Q: 3 clusters Score -1.858876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -18588762.000000 Penalty: 5688.838867
	Iteration 96Q: 3 clusters Score -1.858876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -18588774.000000 Penalty: 5688.838867
	Iteration 97Q: 3 clusters Score -1.858877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -18588762.000000 Penalty: 5688.838867
	Iteration 98Q: 3 clusters Score -1.858876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -18588772.000000 Penalty: 5688.838867
	Iteration 99Q: 3 clusters Score -1.858877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -18588766.000000 Penalty: 5688.838867
	Iteration 100F: 3 clusters Score -1.858877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -18588766.000000 Penalty: 5688.838867
	Iteration 101Q: 3 clusters Score -1.858877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -18588760.000000 Penalty: 5688.838867
	Iteration 102Q: 3 clusters Score -1.858876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -18588762.000000 Penalty: 5688.838867
	Iteration 103Q: 3 clusters Score -1.858876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -18588766.000000 Penalty: 5688.838867
	Iteration 104Q: 3 clusters Score -1.858877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -18588766.000000 Penalty: 5688.838867
	Iteration 105F: 3 clusters Score -1.858877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 6391 members 
Mstep: Class 5 contains 51449 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 4593 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 9592 members 
Mstep: Class 12 contains 13468 members 
Mstep: Class 13 contains 90959 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 66040 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 20 contains 18115 members 
Entering Unmasked Estep 
Score: -83857008.000000 Penalty: 57954.839844
Splitting cluster 2 changes total score from -83796048.000000 to -83857008.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (6391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Entering Unmasked Estep 
Score: -1138690.750000 Penalty: 2173.136230
	Iteration 0F: 2 clusters Score -1138691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1133528.750000 Penalty: 4346.272461
	Iteration 0F: 3 clusters Score -1133529 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1136620.625000 Penalty: 4346.272461
	Iteration 1F: 3 clusters Score -1136621 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1138953.125000 Penalty: 4346.272461
	Iteration 2F: 3 clusters Score -1138953 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1140317.875000 Penalty: 4346.272461
	Iteration 3F: 3 clusters Score -1140318 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1141005.625000 Penalty: 4346.272461
	Iteration 4F: 3 clusters Score -1141006 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1141352.250000 Penalty: 4346.272461
	Iteration 5Q: 3 clusters Score -1141352 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1141556.375000 Penalty: 4346.272461
	Iteration 6Q: 3 clusters Score -1141556 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1141689.750000 Penalty: 4346.272461
	Iteration 7Q: 3 clusters Score -1141690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1141793.375000 Penalty: 4346.272461
	Iteration 8Q: 3 clusters Score -1141793 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1141875.875000 Penalty: 4346.272461
	Iteration 9Q: 3 clusters Score -1141876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1141943.250000 Penalty: 4346.272461
	Iteration 10Q: 3 clusters Score -1141943 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1141989.500000 Penalty: 4346.272461
	Iteration 11Q: 3 clusters Score -1141990 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1142048.000000 Penalty: 4346.272461
	Iteration 12Q: 3 clusters Score -1142048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1142119.125000 Penalty: 4346.272461
	Iteration 13Q: 3 clusters Score -1142119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1142153.625000 Penalty: 4346.272461
	Iteration 14Q: 3 clusters Score -1142154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1142201.875000 Penalty: 4346.272461
	Iteration 15Q: 3 clusters Score -1142202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1142242.750000 Penalty: 4346.272461
	Iteration 16Q: 3 clusters Score -1142243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1142268.125000 Penalty: 4346.272461
	Iteration 17Q: 3 clusters Score -1142268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1142295.250000 Penalty: 4346.272461
	Iteration 18Q: 3 clusters Score -1142295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1142320.625000 Penalty: 4346.272461
	Iteration 19Q: 3 clusters Score -1142321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1142361.625000 Penalty: 4346.272461
	Iteration 20F: 3 clusters Score -1142362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1142393.250000 Penalty: 4346.272461
	Iteration 21Q: 3 clusters Score -1142393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1142425.375000 Penalty: 4346.272461
	Iteration 22Q: 3 clusters Score -1142425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1142449.375000 Penalty: 4346.272461
	Iteration 23Q: 3 clusters Score -1142449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1142460.125000 Penalty: 4346.272461
	Iteration 24Q: 3 clusters Score -1142460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1142469.250000 Penalty: 4346.272461
	Iteration 25Q: 3 clusters Score -1142469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1142480.125000 Penalty: 4346.272461
	Iteration 26Q: 3 clusters Score -1142480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1142495.875000 Penalty: 4346.272461
	Iteration 27Q: 3 clusters Score -1142496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1142509.375000 Penalty: 4346.272461
	Iteration 28Q: 3 clusters Score -1142509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1142511.750000 Penalty: 4346.272461
	Iteration 29Q: 3 clusters Score -1142512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1142516.750000 Penalty: 4346.272461
	Iteration 30Q: 3 clusters Score -1142517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1142518.125000 Penalty: 4346.272461
	Iteration 31Q: 3 clusters Score -1142518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1142519.125000 Penalty: 4346.272461
	Iteration 32Q: 3 clusters Score -1142519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1142518.375000 Penalty: 4346.272461
	Iteration 33Q: 3 clusters Score -1142518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1142518.375000 Penalty: 4346.272461
	Iteration 34Q: 3 clusters Score -1142518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1142519.250000 Penalty: 4346.272461
	Iteration 35Q: 3 clusters Score -1142519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1142518.875000 Penalty: 4346.272461
	Iteration 36Q: 3 clusters Score -1142519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1142518.625000 Penalty: 4346.272461
	Iteration 37Q: 3 clusters Score -1142519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1142518.625000 Penalty: 4346.272461
	Iteration 38F: 3 clusters Score -1142519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 51449 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 4593 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 9592 members 
Mstep: Class 12 contains 13468 members 
Mstep: Class 13 contains 90959 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 66040 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 20 contains 18115 members 
Entering Unmasked Estep 
Score: -83859600.000000 Penalty: 61174.550781
Splitting cluster 3 changes total score from -83796048.000000 to -83859600.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (51449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Entering Unmasked Estep 
Score: -9699151.000000 Penalty: 2690.389893
	Iteration 0F: 2 clusters Score -9699151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -9665470.000000 Penalty: 5380.779785
	Iteration 0F: 3 clusters Score -9665470 nChanged 23865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -9683303.000000 Penalty: 5380.779785
	Iteration 1F: 3 clusters Score -9683303 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -9693534.000000 Penalty: 5380.779785
	Iteration 2F: 3 clusters Score -9693534 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -9704076.000000 Penalty: 5380.779785
	Iteration 3F: 3 clusters Score -9704076 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -9714506.000000 Penalty: 5380.779785
	Iteration 4F: 3 clusters Score -9714506 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -9720343.000000 Penalty: 5380.779785
	Iteration 5F: 3 clusters Score -9720343 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -9721727.000000 Penalty: 5380.779785
	Iteration 6Q: 3 clusters Score -9721727 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -9722097.000000 Penalty: 5380.779785
	Iteration 7Q: 3 clusters Score -9722097 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -9722323.000000 Penalty: 5380.779785
	Iteration 8Q: 3 clusters Score -9722323 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -9722481.000000 Penalty: 5380.779785
	Iteration 9Q: 3 clusters Score -9722481 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -9722585.000000 Penalty: 5380.779785
	Iteration 10Q: 3 clusters Score -9722585 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -9722704.000000 Penalty: 5380.779785
	Iteration 11Q: 3 clusters Score -9722704 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -9722767.000000 Penalty: 5380.779785
	Iteration 12Q: 3 clusters Score -9722767 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -9722841.000000 Penalty: 5380.779785
	Iteration 13Q: 3 clusters Score -9722841 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -9722872.000000 Penalty: 5380.779785
	Iteration 14Q: 3 clusters Score -9722872 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -9722886.000000 Penalty: 5380.779785
	Iteration 15Q: 3 clusters Score -9722886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -9722886.000000 Penalty: 5380.779785
	Iteration 16Q: 3 clusters Score -9722886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -9722901.000000 Penalty: 5380.779785
	Iteration 17Q: 3 clusters Score -9722901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -9722915.000000 Penalty: 5380.779785
	Iteration 18Q: 3 clusters Score -9722915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -9722922.000000 Penalty: 5380.779785
	Iteration 19Q: 3 clusters Score -9722922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -9722927.000000 Penalty: 5380.779785
	Iteration 20F: 3 clusters Score -9722927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -9722950.000000 Penalty: 5380.779785
	Iteration 21Q: 3 clusters Score -9722950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -9722966.000000 Penalty: 5380.779785
	Iteration 22Q: 3 clusters Score -9722966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -9722967.000000 Penalty: 5380.779785
	Iteration 23Q: 3 clusters Score -9722967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -9722957.000000 Penalty: 5380.779785
	Iteration 24Q: 3 clusters Score -9722957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -9722954.000000 Penalty: 5380.779785
	Iteration 25Q: 3 clusters Score -9722954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -9722964.000000 Penalty: 5380.779785
	Iteration 26Q: 3 clusters Score -9722964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -9722983.000000 Penalty: 5380.779785
	Iteration 27Q: 3 clusters Score -9722983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -9723005.000000 Penalty: 5380.779785
	Iteration 28Q: 3 clusters Score -9723005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -9723022.000000 Penalty: 5380.779785
	Iteration 29Q: 3 clusters Score -9723022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -9723022.000000 Penalty: 5380.779785
	Iteration 30Q: 3 clusters Score -9723022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -9723000.000000 Penalty: 5380.779785
	Iteration 31Q: 3 clusters Score -9723000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -9723011.000000 Penalty: 5380.779785
	Iteration 32Q: 3 clusters Score -9723011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -9723021.000000 Penalty: 5380.779785
	Iteration 33Q: 3 clusters Score -9723021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -9723033.000000 Penalty: 5380.779785
	Iteration 34Q: 3 clusters Score -9723033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -9723035.000000 Penalty: 5380.779785
	Iteration 35Q: 3 clusters Score -9723035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -9723021.000000 Penalty: 5380.779785
	Iteration 36Q: 3 clusters Score -9723021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -9723038.000000 Penalty: 5380.779785
	Iteration 37Q: 3 clusters Score -9723038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -9723035.000000 Penalty: 5380.779785
	Iteration 38Q: 3 clusters Score -9723035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -9723040.000000 Penalty: 5380.779785
	Iteration 39Q: 3 clusters Score -9723040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -9723041.000000 Penalty: 5380.779785
	Iteration 40F: 3 clusters Score -9723041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -9723035.000000 Penalty: 5380.779785
	Iteration 41Q: 3 clusters Score -9723035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -9723046.000000 Penalty: 5380.779785
	Iteration 42Q: 3 clusters Score -9723046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -9723045.000000 Penalty: 5380.779785
	Iteration 43Q: 3 clusters Score -9723045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -9723041.000000 Penalty: 5380.779785
	Iteration 44Q: 3 clusters Score -9723041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -9723052.000000 Penalty: 5380.779785
	Iteration 45Q: 3 clusters Score -9723052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -9723031.000000 Penalty: 5380.779785
	Iteration 46Q: 3 clusters Score -9723031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -9723032.000000 Penalty: 5380.779785
	Iteration 47Q: 3 clusters Score -9723032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -9723030.000000 Penalty: 5380.779785
	Iteration 48Q: 3 clusters Score -9723030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -9723030.000000 Penalty: 5380.779785
	Iteration 49F: 3 clusters Score -9723030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 4593 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 9592 members 
Mstep: Class 12 contains 13468 members 
Mstep: Class 13 contains 90959 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 66040 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 19 contains 46537 members 
Mstep: Class 20 contains 18115 members 
Entering Unmasked Estep 
Score: -83882424.000000 Penalty: 64394.265625
Splitting cluster 5 changes total score from -83796048.000000 to -83882424.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -284608.437500 Penalty: 1873.734619
	Iteration 0F: 2 clusters Score -284608.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -282604.250000 Penalty: 3747.469238
	Iteration 0F: 3 clusters Score -282604.2 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -285332.343750 Penalty: 3747.469238
	Iteration 1F: 3 clusters Score -285332.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -287194.656250 Penalty: 3747.469238
	Iteration 2F: 3 clusters Score -287194.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -288192.218750 Penalty: 3747.469238
	Iteration 3F: 3 clusters Score -288192.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -288605.312500 Penalty: 3747.469238
	Iteration 4Q: 3 clusters Score -288605.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -288777.250000 Penalty: 3747.469238
	Iteration 5Q: 3 clusters Score -288777.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -288854.906250 Penalty: 3747.469238
	Iteration 6Q: 3 clusters Score -288854.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -288889.437500 Penalty: 3747.469238
	Iteration 7Q: 3 clusters Score -288889.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -288899.093750 Penalty: 3747.469238
	Iteration 8Q: 3 clusters Score -288899.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -288903.031250 Penalty: 3747.469238
	Iteration 9Q: 3 clusters Score -288903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -288905.687500 Penalty: 3747.469238
	Iteration 10Q: 3 clusters Score -288905.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -288906.500000 Penalty: 3747.469238
	Iteration 11Q: 3 clusters Score -288906.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -288917.562500 Penalty: 3747.469238
	Iteration 12F: 3 clusters Score -288917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -288937.000000 Penalty: 3747.469238
	Iteration 13Q: 3 clusters Score -288937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -288953.812500 Penalty: 3747.469238
	Iteration 14Q: 3 clusters Score -288953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -288957.125000 Penalty: 3747.469238
	Iteration 15Q: 3 clusters Score -288957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -288958.093750 Penalty: 3747.469238
	Iteration 16Q: 3 clusters Score -288958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -288959.656250 Penalty: 3747.469238
	Iteration 17F: 3 clusters Score -288959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -288965.843750 Penalty: 3747.469238
	Iteration 18Q: 3 clusters Score -288965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -288971.468750 Penalty: 3747.469238
	Iteration 19Q: 3 clusters Score -288971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -288972.625000 Penalty: 3747.469238
	Iteration 20F: 3 clusters Score -288972.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -288973.468750 Penalty: 3747.469238
	Iteration 21Q: 3 clusters Score -288973.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -288974.687500 Penalty: 3747.469238
	Iteration 22Q: 3 clusters Score -288974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -288975.312500 Penalty: 3747.469238
	Iteration 23Q: 3 clusters Score -288975.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -288975.312500 Penalty: 3747.469238
	Iteration 24F: 3 clusters Score -288975.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 4593 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 9592 members 
Mstep: Class 12 contains 13468 members 
Mstep: Class 13 contains 90959 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 66040 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 19 contains 46537 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 582 members 
Entering Unmasked Estep 
Score: -83885864.000000 Penalty: 67613.976562
Splitting cluster 6 changes total score from -83796048.000000 to -83885864.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -244413.953125 Penalty: 1805.783569
	Iteration 0F: 2 clusters Score -244414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -242582.656250 Penalty: 3611.567139
	Iteration 0F: 3 clusters Score -242582.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -244994.156250 Penalty: 3611.567139
	Iteration 1F: 3 clusters Score -244994.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -248365.125000 Penalty: 3611.567139
	Iteration 2F: 3 clusters Score -248365.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -249243.859375 Penalty: 3611.567139
	Iteration 3F: 3 clusters Score -249243.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -249385.421875 Penalty: 3611.567139
	Iteration 4Q: 3 clusters Score -249385.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -249427.640625 Penalty: 3611.567139
	Iteration 5Q: 3 clusters Score -249427.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -249448.765625 Penalty: 3611.567139
	Iteration 6Q: 3 clusters Score -249448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -249454.187500 Penalty: 3611.567139
	Iteration 7Q: 3 clusters Score -249454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -249455.625000 Penalty: 3611.567139
	Iteration 8Q: 3 clusters Score -249455.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -249456.375000 Penalty: 3611.567139
	Iteration 9Q: 3 clusters Score -249456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -249457.453125 Penalty: 3611.567139
	Iteration 10Q: 3 clusters Score -249457.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -249457.453125 Penalty: 3611.567139
	Iteration 11F: 3 clusters Score -249457.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 4593 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 9592 members 
Mstep: Class 12 contains 13468 members 
Mstep: Class 13 contains 90959 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 66040 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 19 contains 46537 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 328 members 
Entering Unmasked Estep 
Score: -83889672.000000 Penalty: 70833.687500
Splitting cluster 7 changes total score from -83796048.000000 to -83889672.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -50798.800781 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -50798.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -49651.718750 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -49651.72 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49840.214844 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -49840.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49879.394531 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -49879.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49899.515625 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -49899.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49937.449219 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -49937.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49950.261719 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -49950.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49978.117188 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -49978.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50018.917969 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -50018.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50040.273438 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -50040.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50049.777344 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -50049.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50053.414062 Penalty: 2899.833740
	Iteration 10Q: 3 clusters Score -50053.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50058.113281 Penalty: 2899.833740
	Iteration 11Q: 3 clusters Score -50058.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50065.375000 Penalty: 2899.833740
	Iteration 12Q: 3 clusters Score -50065.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50099.398438 Penalty: 2899.833740
	Iteration 13Q: 3 clusters Score -50099.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50115.343750 Penalty: 2899.833740
	Iteration 14Q: 3 clusters Score -50115.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50138.582031 Penalty: 2899.833740
	Iteration 15Q: 3 clusters Score -50138.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50158.265625 Penalty: 2899.833740
	Iteration 16Q: 3 clusters Score -50158.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50167.953125 Penalty: 2899.833740
	Iteration 17Q: 3 clusters Score -50167.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50172.062500 Penalty: 2899.833740
	Iteration 18Q: 3 clusters Score -50172.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50172.671875 Penalty: 2899.833740
	Iteration 19F: 3 clusters Score -50172.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50195.230469 Penalty: 2899.833740
	Iteration 20F: 3 clusters Score -50195.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50202.886719 Penalty: 2899.833740
	Iteration 21Q: 3 clusters Score -50202.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50215.441406 Penalty: 2899.833740
	Iteration 22Q: 3 clusters Score -50215.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50228.984375 Penalty: 2899.833740
	Iteration 23Q: 3 clusters Score -50228.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50230.394531 Penalty: 2899.833740
	Iteration 24Q: 3 clusters Score -50230.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50231.359375 Penalty: 2899.833740
	Iteration 25Q: 3 clusters Score -50231.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50234.394531 Penalty: 2899.833740
	Iteration 26Q: 3 clusters Score -50234.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50234.394531 Penalty: 2899.833740
	Iteration 27F: 3 clusters Score -50234.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Entering Unmasked Estep 
Score: -748829.250000 Penalty: 2091.207764
	Iteration 0F: 2 clusters Score -748829.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -745473.812500 Penalty: 4182.415527
	Iteration 0F: 3 clusters Score -745473.8 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -751199.500000 Penalty: 4182.415527
	Iteration 1F: 3 clusters Score -751199.5 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -754576.187500 Penalty: 4182.415527
	Iteration 2F: 3 clusters Score -754576.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -755892.187500 Penalty: 4182.415527
	Iteration 3F: 3 clusters Score -755892.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -756279.437500 Penalty: 4182.415527
	Iteration 4Q: 3 clusters Score -756279.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -756422.562500 Penalty: 4182.415527
	Iteration 5Q: 3 clusters Score -756422.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -756460.062500 Penalty: 4182.415527
	Iteration 6Q: 3 clusters Score -756460.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -756468.812500 Penalty: 4182.415527
	Iteration 7Q: 3 clusters Score -756468.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -756471.687500 Penalty: 4182.415527
	Iteration 8Q: 3 clusters Score -756471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -756472.625000 Penalty: 4182.415527
	Iteration 9Q: 3 clusters Score -756472.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -756476.375000 Penalty: 4182.415527
	Iteration 10Q: 3 clusters Score -756476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -756476.812500 Penalty: 4182.415527
	Iteration 11Q: 3 clusters Score -756476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -756476.812500 Penalty: 4182.415527
	Iteration 12F: 3 clusters Score -756476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 9592 members 
Mstep: Class 12 contains 13468 members 
Mstep: Class 13 contains 90959 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 66040 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 19 contains 46537 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 1134 members 
Entering Unmasked Estep 
Score: -83896168.000000 Penalty: 74053.406250
Splitting cluster 9 changes total score from -83796048.000000 to -83896168.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -232193.125000 Penalty: 1782.726318
	Iteration 0F: 2 clusters Score -232193.1 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 639 members 
Entering Unmasked Estep 
Score: -230039.671875 Penalty: 3565.452637
	Iteration 0F: 3 clusters Score -230039.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -230696.656250 Penalty: 3565.452637
	Iteration 1F: 3 clusters Score -230696.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -231224.328125 Penalty: 3565.452637
	Iteration 2F: 3 clusters Score -231224.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -231688.734375 Penalty: 3565.452637
	Iteration 3F: 3 clusters Score -231688.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -232189.734375 Penalty: 3565.452637
	Iteration 4F: 3 clusters Score -232189.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -232702.734375 Penalty: 3565.452637
	Iteration 5F: 3 clusters Score -232702.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -232889.671875 Penalty: 3565.452637
	Iteration 6Q: 3 clusters Score -232889.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -232981.750000 Penalty: 3565.452637
	Iteration 7Q: 3 clusters Score -232981.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -233012.812500 Penalty: 3565.452637
	Iteration 8Q: 3 clusters Score -233012.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -233036.156250 Penalty: 3565.452637
	Iteration 9Q: 3 clusters Score -233036.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -233058.312500 Penalty: 3565.452637
	Iteration 10Q: 3 clusters Score -233058.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -233073.234375 Penalty: 3565.452637
	Iteration 11Q: 3 clusters Score -233073.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -233085.140625 Penalty: 3565.452637
	Iteration 12Q: 3 clusters Score -233085.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -233107.437500 Penalty: 3565.452637
	Iteration 13Q: 3 clusters Score -233107.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -233131.015625 Penalty: 3565.452637
	Iteration 14Q: 3 clusters Score -233131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -233157.703125 Penalty: 3565.452637
	Iteration 15Q: 3 clusters Score -233157.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -233187.671875 Penalty: 3565.452637
	Iteration 16Q: 3 clusters Score -233187.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -233198.000000 Penalty: 3565.452637
	Iteration 17Q: 3 clusters Score -233198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -233213.187500 Penalty: 3565.452637
	Iteration 18Q: 3 clusters Score -233213.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -233227.296875 Penalty: 3565.452637
	Iteration 19Q: 3 clusters Score -233227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -233230.906250 Penalty: 3565.452637
	Iteration 20F: 3 clusters Score -233230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -233233.156250 Penalty: 3565.452637
	Iteration 21Q: 3 clusters Score -233233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -233234.921875 Penalty: 3565.452637
	Iteration 22Q: 3 clusters Score -233234.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -233234.921875 Penalty: 3565.452637
	Iteration 23F: 3 clusters Score -233234.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 9592 members 
Mstep: Class 12 contains 13468 members 
Mstep: Class 13 contains 90959 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 66040 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 19 contains 46537 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 580 members 
Entering Unmasked Estep 
Score: -83895368.000000 Penalty: 77273.117188
Splitting cluster 10 changes total score from -83796048.000000 to -83895368.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (9592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Entering Unmasked Estep 
Score: -1794229.750000 Penalty: 2273.833984
	Iteration 0F: 2 clusters Score -1794230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1786823.250000 Penalty: 4547.667969
	Iteration 0F: 3 clusters Score -1786823 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1789943.625000 Penalty: 4547.667969
	Iteration 1F: 3 clusters Score -1789944 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1793499.125000 Penalty: 4547.667969
	Iteration 2F: 3 clusters Score -1793499 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1796793.250000 Penalty: 4547.667969
	Iteration 3F: 3 clusters Score -1796793 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1797811.375000 Penalty: 4547.667969
	Iteration 4F: 3 clusters Score -1797811 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1798197.000000 Penalty: 4547.667969
	Iteration 5Q: 3 clusters Score -1798197 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1798387.250000 Penalty: 4547.667969
	Iteration 6Q: 3 clusters Score -1798387 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1798495.375000 Penalty: 4547.667969
	Iteration 7Q: 3 clusters Score -1798495 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1798584.875000 Penalty: 4547.667969
	Iteration 8Q: 3 clusters Score -1798585 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1798647.750000 Penalty: 4547.667969
	Iteration 9Q: 3 clusters Score -1798648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1798684.125000 Penalty: 4547.667969
	Iteration 10Q: 3 clusters Score -1798684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1798702.500000 Penalty: 4547.667969
	Iteration 11Q: 3 clusters Score -1798702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1798719.125000 Penalty: 4547.667969
	Iteration 12Q: 3 clusters Score -1798719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1798729.125000 Penalty: 4547.667969
	Iteration 13Q: 3 clusters Score -1798729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1798730.500000 Penalty: 4547.667969
	Iteration 14Q: 3 clusters Score -1798730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1798731.750000 Penalty: 4547.667969
	Iteration 15Q: 3 clusters Score -1798732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1798728.875000 Penalty: 4547.667969
	Iteration 16Q: 3 clusters Score -1798729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1798733.875000 Penalty: 4547.667969
	Iteration 17Q: 3 clusters Score -1798734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1798734.250000 Penalty: 4547.667969
	Iteration 18Q: 3 clusters Score -1798734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1798732.625000 Penalty: 4547.667969
	Iteration 19Q: 3 clusters Score -1798733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1798732.625000 Penalty: 4547.667969
	Iteration 20F: 3 clusters Score -1798733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5168 members 
Mstep: Class 12 contains 13468 members 
Mstep: Class 13 contains 90959 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 66040 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 19 contains 46537 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 580 members 
Mstep: Class 25 contains 4424 members 
Entering Unmasked Estep 
Score: -83898992.000000 Penalty: 80492.828125
Splitting cluster 11 changes total score from -83796048.000000 to -83898992.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (13468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Entering Unmasked Estep 
Score: -2650535.750000 Penalty: 2358.001953
	Iteration 0F: 2 clusters Score -2650536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2640635.750000 Penalty: 4716.003906
	Iteration 0F: 3 clusters Score -2640636 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2644810.500000 Penalty: 4716.003906
	Iteration 1F: 3 clusters Score -2644810 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2647950.500000 Penalty: 4716.003906
	Iteration 2F: 3 clusters Score -2647950 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2651349.500000 Penalty: 4716.003906
	Iteration 3F: 3 clusters Score -2651350 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2652978.000000 Penalty: 4716.003906
	Iteration 4F: 3 clusters Score -2652978 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2653533.000000 Penalty: 4716.003906
	Iteration 5F: 3 clusters Score -2653533 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2653734.000000 Penalty: 4716.003906
	Iteration 6Q: 3 clusters Score -2653734 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2653826.500000 Penalty: 4716.003906
	Iteration 7Q: 3 clusters Score -2653826 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2653871.250000 Penalty: 4716.003906
	Iteration 8Q: 3 clusters Score -2653871 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2653909.250000 Penalty: 4716.003906
	Iteration 9Q: 3 clusters Score -2653909 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2653926.250000 Penalty: 4716.003906
	Iteration 10Q: 3 clusters Score -2653926 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2653942.250000 Penalty: 4716.003906
	Iteration 11Q: 3 clusters Score -2653942 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2653960.750000 Penalty: 4716.003906
	Iteration 12Q: 3 clusters Score -2653961 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2653983.250000 Penalty: 4716.003906
	Iteration 13Q: 3 clusters Score -2653983 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2653989.750000 Penalty: 4716.003906
	Iteration 14Q: 3 clusters Score -2653990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2654004.750000 Penalty: 4716.003906
	Iteration 15Q: 3 clusters Score -2654005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2654009.000000 Penalty: 4716.003906
	Iteration 16Q: 3 clusters Score -2654009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2654015.750000 Penalty: 4716.003906
	Iteration 17Q: 3 clusters Score -2654016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2654025.000000 Penalty: 4716.003906
	Iteration 18Q: 3 clusters Score -2654025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2654028.250000 Penalty: 4716.003906
	Iteration 19Q: 3 clusters Score -2654028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2654028.250000 Penalty: 4716.003906
	Iteration 20F: 3 clusters Score -2654028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2654035.250000 Penalty: 4716.003906
	Iteration 21Q: 3 clusters Score -2654035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2654035.750000 Penalty: 4716.003906
	Iteration 22Q: 3 clusters Score -2654036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2654031.500000 Penalty: 4716.003906
	Iteration 23Q: 3 clusters Score -2654032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2654035.500000 Penalty: 4716.003906
	Iteration 24Q: 3 clusters Score -2654036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2654037.250000 Penalty: 4716.003906
	Iteration 25Q: 3 clusters Score -2654037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2654037.000000 Penalty: 4716.003906
	Iteration 26Q: 3 clusters Score -2654037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2654035.750000 Penalty: 4716.003906
	Iteration 27Q: 3 clusters Score -2654036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2654036.750000 Penalty: 4716.003906
	Iteration 28Q: 3 clusters Score -2654037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2654036.250000 Penalty: 4716.003906
	Iteration 29Q: 3 clusters Score -2654036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2654037.250000 Penalty: 4716.003906
	Iteration 30Q: 3 clusters Score -2654037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2654035.000000 Penalty: 4716.003906
	Iteration 31Q: 3 clusters Score -2654035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2654032.250000 Penalty: 4716.003906
	Iteration 32Q: 3 clusters Score -2654032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2654032.250000 Penalty: 4716.003906
	Iteration 33Q: 3 clusters Score -2654032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2654037.250000 Penalty: 4716.003906
	Iteration 34Q: 3 clusters Score -2654037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2654038.750000 Penalty: 4716.003906
	Iteration 35Q: 3 clusters Score -2654039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2654040.000000 Penalty: 4716.003906
	Iteration 36Q: 3 clusters Score -2654040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2654040.000000 Penalty: 4716.003906
	Iteration 37F: 3 clusters Score -2654040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5168 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 90959 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 66040 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 19 contains 46537 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 580 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 6360 members 
Entering Unmasked Estep 
Score: -83901320.000000 Penalty: 83712.546875
Splitting cluster 12 changes total score from -83796048.000000 to -83901320.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (90959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Entering Unmasked Estep 
Score: -17520542.000000 Penalty: 2831.704834
	Iteration 0F: 2 clusters Score -1.752054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -17539480.000000 Penalty: 5663.409668
	Iteration 0F: 3 clusters Score -1.753948e+07 nChanged 42894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -17564258.000000 Penalty: 5663.409668
	Iteration 1F: 3 clusters Score -1.756426e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -17564906.000000 Penalty: 5663.409668
	Iteration 2Q: 3 clusters Score -1.756491e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -17565702.000000 Penalty: 5663.409668
	Iteration 3Q: 3 clusters Score -1.75657e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -17567006.000000 Penalty: 5663.409668
	Iteration 4Q: 3 clusters Score -1.756701e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -17569174.000000 Penalty: 5663.409668
	Iteration 5Q: 3 clusters Score -1.756917e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -17572854.000000 Penalty: 5663.409668
	Iteration 6F: 3 clusters Score -1.757285e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -17577760.000000 Penalty: 5663.409668
	Iteration 7F: 3 clusters Score -1.757776e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -17580914.000000 Penalty: 5663.409668
	Iteration 8F: 3 clusters Score -1.758091e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -17582046.000000 Penalty: 5663.409668
	Iteration 9Q: 3 clusters Score -1.758205e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -17582420.000000 Penalty: 5663.409668
	Iteration 10Q: 3 clusters Score -1.758242e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -17582576.000000 Penalty: 5663.409668
	Iteration 11Q: 3 clusters Score -1.758258e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -17582760.000000 Penalty: 5663.409668
	Iteration 12Q: 3 clusters Score -1.758276e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -17582960.000000 Penalty: 5663.409668
	Iteration 13Q: 3 clusters Score -1.758296e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -17583162.000000 Penalty: 5663.409668
	Iteration 14Q: 3 clusters Score -1.758316e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -17583320.000000 Penalty: 5663.409668
	Iteration 15Q: 3 clusters Score -1.758332e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -17583468.000000 Penalty: 5663.409668
	Iteration 16Q: 3 clusters Score -1.758347e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -17583680.000000 Penalty: 5663.409668
	Iteration 17Q: 3 clusters Score -1.758368e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -17583880.000000 Penalty: 5663.409668
	Iteration 18Q: 3 clusters Score -1.758388e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -17584024.000000 Penalty: 5663.409668
	Iteration 19Q: 3 clusters Score -1.758402e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -17584120.000000 Penalty: 5663.409668
	Iteration 20F: 3 clusters Score -1.758412e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -17584258.000000 Penalty: 5663.409668
	Iteration 21Q: 3 clusters Score -1.758426e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -17584386.000000 Penalty: 5663.409668
	Iteration 22Q: 3 clusters Score -1.758439e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -17584402.000000 Penalty: 5663.409668
	Iteration 23Q: 3 clusters Score -1.75844e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -17584362.000000 Penalty: 5663.409668
	Iteration 24Q: 3 clusters Score -1.758436e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -17584390.000000 Penalty: 5663.409668
	Iteration 25Q: 3 clusters Score -1.758439e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -17584442.000000 Penalty: 5663.409668
	Iteration 26Q: 3 clusters Score -1.758444e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -17584472.000000 Penalty: 5663.409668
	Iteration 27Q: 3 clusters Score -1.758447e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -17584532.000000 Penalty: 5663.409668
	Iteration 28Q: 3 clusters Score -1.758453e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -17584642.000000 Penalty: 5663.409668
	Iteration 29Q: 3 clusters Score -1.758464e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -17584704.000000 Penalty: 5663.409668
	Iteration 30Q: 3 clusters Score -1.75847e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -17584684.000000 Penalty: 5663.409668
	Iteration 31Q: 3 clusters Score -1.758468e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -17584736.000000 Penalty: 5663.409668
	Iteration 32Q: 3 clusters Score -1.758474e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -17584742.000000 Penalty: 5663.409668
	Iteration 33Q: 3 clusters Score -1.758474e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -17584812.000000 Penalty: 5663.409668
	Iteration 34Q: 3 clusters Score -1.758481e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -17584858.000000 Penalty: 5663.409668
	Iteration 35Q: 3 clusters Score -1.758486e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -17584884.000000 Penalty: 5663.409668
	Iteration 36Q: 3 clusters Score -1.758488e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -17584878.000000 Penalty: 5663.409668
	Iteration 37Q: 3 clusters Score -1.758488e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -17584948.000000 Penalty: 5663.409668
	Iteration 38Q: 3 clusters Score -1.758495e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -17584900.000000 Penalty: 5663.409668
	Iteration 39Q: 3 clusters Score -1.75849e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -17584890.000000 Penalty: 5663.409668
	Iteration 40F: 3 clusters Score -1.758489e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -17584928.000000 Penalty: 5663.409668
	Iteration 41Q: 3 clusters Score -1.758493e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -17584944.000000 Penalty: 5663.409668
	Iteration 42Q: 3 clusters Score -1.758494e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -17584974.000000 Penalty: 5663.409668
	Iteration 43Q: 3 clusters Score -1.758497e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -17585014.000000 Penalty: 5663.409668
	Iteration 44Q: 3 clusters Score -1.758501e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -17585048.000000 Penalty: 5663.409668
	Iteration 45Q: 3 clusters Score -1.758505e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -17585138.000000 Penalty: 5663.409668
	Iteration 46Q: 3 clusters Score -1.758514e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -17585132.000000 Penalty: 5663.409668
	Iteration 47Q: 3 clusters Score -1.758513e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -17585176.000000 Penalty: 5663.409668
	Iteration 48Q: 3 clusters Score -1.758518e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -17585154.000000 Penalty: 5663.409668
	Iteration 49Q: 3 clusters Score -1.758515e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -17585224.000000 Penalty: 5663.409668
	Iteration 50Q: 3 clusters Score -1.758522e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -17585208.000000 Penalty: 5663.409668
	Iteration 51Q: 3 clusters Score -1.758521e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -17585220.000000 Penalty: 5663.409668
	Iteration 52Q: 3 clusters Score -1.758522e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -17585220.000000 Penalty: 5663.409668
	Iteration 53Q: 3 clusters Score -1.758522e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -17585194.000000 Penalty: 5663.409668
	Iteration 54Q: 3 clusters Score -1.758519e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -17585178.000000 Penalty: 5663.409668
	Iteration 55Q: 3 clusters Score -1.758518e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -17585180.000000 Penalty: 5663.409668
	Iteration 56Q: 3 clusters Score -1.758518e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -17585196.000000 Penalty: 5663.409668
	Iteration 57Q: 3 clusters Score -1.75852e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -17585214.000000 Penalty: 5663.409668
	Iteration 58Q: 3 clusters Score -1.758521e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -17585244.000000 Penalty: 5663.409668
	Iteration 59Q: 3 clusters Score -1.758524e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -17585216.000000 Penalty: 5663.409668
	Iteration 60F: 3 clusters Score -1.758522e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -17585264.000000 Penalty: 5663.409668
	Iteration 61Q: 3 clusters Score -1.758526e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -17585196.000000 Penalty: 5663.409668
	Iteration 62Q: 3 clusters Score -1.75852e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -17585170.000000 Penalty: 5663.409668
	Iteration 63Q: 3 clusters Score -1.758517e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -17585190.000000 Penalty: 5663.409668
	Iteration 64Q: 3 clusters Score -1.758519e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -17585198.000000 Penalty: 5663.409668
	Iteration 65Q: 3 clusters Score -1.75852e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -17585234.000000 Penalty: 5663.409668
	Iteration 66Q: 3 clusters Score -1.758523e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -17585218.000000 Penalty: 5663.409668
	Iteration 67Q: 3 clusters Score -1.758522e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -17585218.000000 Penalty: 5663.409668
	Iteration 68Q: 3 clusters Score -1.758522e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -17585286.000000 Penalty: 5663.409668
	Iteration 69Q: 3 clusters Score -1.758529e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -17585312.000000 Penalty: 5663.409668
	Iteration 70Q: 3 clusters Score -1.758531e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -17585284.000000 Penalty: 5663.409668
	Iteration 71Q: 3 clusters Score -1.758528e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -17585316.000000 Penalty: 5663.409668
	Iteration 72Q: 3 clusters Score -1.758532e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -17585332.000000 Penalty: 5663.409668
	Iteration 73Q: 3 clusters Score -1.758533e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -17585310.000000 Penalty: 5663.409668
	Iteration 74Q: 3 clusters Score -1.758531e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -17585290.000000 Penalty: 5663.409668
	Iteration 75Q: 3 clusters Score -1.758529e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -17585262.000000 Penalty: 5663.409668
	Iteration 76Q: 3 clusters Score -1.758526e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -17585304.000000 Penalty: 5663.409668
	Iteration 77Q: 3 clusters Score -1.75853e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -17585284.000000 Penalty: 5663.409668
	Iteration 78Q: 3 clusters Score -1.758528e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -17585254.000000 Penalty: 5663.409668
	Iteration 79Q: 3 clusters Score -1.758525e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -17585246.000000 Penalty: 5663.409668
	Iteration 80F: 3 clusters Score -1.758525e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -17585254.000000 Penalty: 5663.409668
	Iteration 81Q: 3 clusters Score -1.758525e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -17585262.000000 Penalty: 5663.409668
	Iteration 82Q: 3 clusters Score -1.758526e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -17585236.000000 Penalty: 5663.409668
	Iteration 83Q: 3 clusters Score -1.758524e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -17585220.000000 Penalty: 5663.409668
	Iteration 84Q: 3 clusters Score -1.758522e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -17585236.000000 Penalty: 5663.409668
	Iteration 85Q: 3 clusters Score -1.758524e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -17585216.000000 Penalty: 5663.409668
	Iteration 86Q: 3 clusters Score -1.758522e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -17585220.000000 Penalty: 5663.409668
	Iteration 87Q: 3 clusters Score -1.758522e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -17585234.000000 Penalty: 5663.409668
	Iteration 88Q: 3 clusters Score -1.758523e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -17585246.000000 Penalty: 5663.409668
	Iteration 89Q: 3 clusters Score -1.758525e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -17585270.000000 Penalty: 5663.409668
	Iteration 90Q: 3 clusters Score -1.758527e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -17585284.000000 Penalty: 5663.409668
	Iteration 91Q: 3 clusters Score -1.758528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -17585282.000000 Penalty: 5663.409668
	Iteration 92Q: 3 clusters Score -1.758528e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -17585282.000000 Penalty: 5663.409668
	Iteration 93Q: 3 clusters Score -1.758528e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -17585274.000000 Penalty: 5663.409668
	Iteration 94Q: 3 clusters Score -1.758527e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -17585292.000000 Penalty: 5663.409668
	Iteration 95Q: 3 clusters Score -1.758529e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -17585284.000000 Penalty: 5663.409668
	Iteration 96Q: 3 clusters Score -1.758528e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -17585294.000000 Penalty: 5663.409668
	Iteration 97Q: 3 clusters Score -1.758529e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -17585310.000000 Penalty: 5663.409668
	Iteration 98Q: 3 clusters Score -1.758531e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -17585336.000000 Penalty: 5663.409668
	Iteration 99Q: 3 clusters Score -1.758534e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -17585326.000000 Penalty: 5663.409668
	Iteration 100F: 3 clusters Score -1.758533e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -17585338.000000 Penalty: 5663.409668
	Iteration 101Q: 3 clusters Score -1.758534e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -17585324.000000 Penalty: 5663.409668
	Iteration 102Q: 3 clusters Score -1.758532e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -17585310.000000 Penalty: 5663.409668
	Iteration 103Q: 3 clusters Score -1.758531e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -17585300.000000 Penalty: 5663.409668
	Iteration 104Q: 3 clusters Score -1.75853e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -17585282.000000 Penalty: 5663.409668
	Iteration 105Q: 3 clusters Score -1.758528e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -17585290.000000 Penalty: 5663.409668
	Iteration 106Q: 3 clusters Score -1.758529e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -17585280.000000 Penalty: 5663.409668
	Iteration 107Q: 3 clusters Score -1.758528e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -17585294.000000 Penalty: 5663.409668
	Iteration 108Q: 3 clusters Score -1.758529e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -17585330.000000 Penalty: 5663.409668
	Iteration 109Q: 3 clusters Score -1.758533e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -17585340.000000 Penalty: 5663.409668
	Iteration 110Q: 3 clusters Score -1.758534e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -17585340.000000 Penalty: 5663.409668
	Iteration 111Q: 3 clusters Score -1.758534e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -17585328.000000 Penalty: 5663.409668
	Iteration 112Q: 3 clusters Score -1.758533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -17585334.000000 Penalty: 5663.409668
	Iteration 113Q: 3 clusters Score -1.758533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -17585334.000000 Penalty: 5663.409668
	Iteration 114Q: 3 clusters Score -1.758533e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -17585330.000000 Penalty: 5663.409668
	Iteration 115Q: 3 clusters Score -1.758533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -17585334.000000 Penalty: 5663.409668
	Iteration 116Q: 3 clusters Score -1.758533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -17585304.000000 Penalty: 5663.409668
	Iteration 117Q: 3 clusters Score -1.75853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -17585302.000000 Penalty: 5663.409668
	Iteration 118Q: 3 clusters Score -1.75853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -17585300.000000 Penalty: 5663.409668
	Iteration 119Q: 3 clusters Score -1.75853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -17585296.000000 Penalty: 5663.409668
	Iteration 120F: 3 clusters Score -1.75853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -17585284.000000 Penalty: 5663.409668
	Iteration 121Q: 3 clusters Score -1.758528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -17585296.000000 Penalty: 5663.409668
	Iteration 122Q: 3 clusters Score -1.75853e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -17585288.000000 Penalty: 5663.409668
	Iteration 123Q: 3 clusters Score -1.758529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -17585282.000000 Penalty: 5663.409668
	Iteration 124Q: 3 clusters Score -1.758528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -17585284.000000 Penalty: 5663.409668
	Iteration 125Q: 3 clusters Score -1.758528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -17585274.000000 Penalty: 5663.409668
	Iteration 126Q: 3 clusters Score -1.758527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -17585276.000000 Penalty: 5663.409668
	Iteration 127Q: 3 clusters Score -1.758528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -17585264.000000 Penalty: 5663.409668
	Iteration 128Q: 3 clusters Score -1.758526e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -17585260.000000 Penalty: 5663.409668
	Iteration 129Q: 3 clusters Score -1.758526e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -17585252.000000 Penalty: 5663.409668
	Iteration 130Q: 3 clusters Score -1.758525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -17585244.000000 Penalty: 5663.409668
	Iteration 131Q: 3 clusters Score -1.758524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -17585228.000000 Penalty: 5663.409668
	Iteration 132Q: 3 clusters Score -1.758523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -17585254.000000 Penalty: 5663.409668
	Iteration 133Q: 3 clusters Score -1.758525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -17585248.000000 Penalty: 5663.409668
	Iteration 134Q: 3 clusters Score -1.758525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -17585248.000000 Penalty: 5663.409668
	Iteration 135Q: 3 clusters Score -1.758525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -17585240.000000 Penalty: 5663.409668
	Iteration 136Q: 3 clusters Score -1.758524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -17585258.000000 Penalty: 5663.409668
	Iteration 137Q: 3 clusters Score -1.758526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -17585258.000000 Penalty: 5663.409668
	Iteration 138Q: 3 clusters Score -1.758526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -17585258.000000 Penalty: 5663.409668
	Iteration 139Q: 3 clusters Score -1.758526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -17585252.000000 Penalty: 5663.409668
	Iteration 140F: 3 clusters Score -1.758525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -17585256.000000 Penalty: 5663.409668
	Iteration 141Q: 3 clusters Score -1.758526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -17585264.000000 Penalty: 5663.409668
	Iteration 142Q: 3 clusters Score -1.758526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -17585256.000000 Penalty: 5663.409668
	Iteration 143Q: 3 clusters Score -1.758526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -17585256.000000 Penalty: 5663.409668
	Iteration 144Q: 3 clusters Score -1.758526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -17585260.000000 Penalty: 5663.409668
	Iteration 145Q: 3 clusters Score -1.758526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -17585260.000000 Penalty: 5663.409668
	Iteration 146Q: 3 clusters Score -1.758526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -17585262.000000 Penalty: 5663.409668
	Iteration 147Q: 3 clusters Score -1.758526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -17585248.000000 Penalty: 5663.409668
	Iteration 148Q: 3 clusters Score -1.758525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -17585258.000000 Penalty: 5663.409668
	Iteration 149Q: 3 clusters Score -1.758526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -17585258.000000 Penalty: 5663.409668
	Iteration 150F: 3 clusters Score -1.758526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5168 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 46807 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 66040 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 19 contains 46537 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 580 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 6360 members 
Mstep: Class 27 contains 44152 members 
Entering Unmasked Estep 
Score: -83965496.000000 Penalty: 86932.257812
Splitting cluster 13 changes total score from -83796048.000000 to -83965496.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -102638.945312 Penalty: 1764.261108
	Iteration 0F: 2 clusters Score -102638.9 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: -101259.210938 Penalty: 3528.522217
	Iteration 0F: 3 clusters Score -101259.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -104399.507812 Penalty: 3528.522217
	Iteration 1F: 3 clusters Score -104399.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -105866.625000 Penalty: 3528.522217
	Iteration 2F: 3 clusters Score -105866.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -107186.539062 Penalty: 3528.522217
	Iteration 3F: 3 clusters Score -107186.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -108582.015625 Penalty: 3528.522217
	Iteration 4F: 3 clusters Score -108582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109398.562500 Penalty: 3528.522217
	Iteration 5Q: 3 clusters Score -109398.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -109823.484375 Penalty: 3528.522217
	Iteration 6Q: 3 clusters Score -109823.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -110054.664062 Penalty: 3528.522217
	Iteration 7Q: 3 clusters Score -110054.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -110250.742188 Penalty: 3528.522217
	Iteration 8Q: 3 clusters Score -110250.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -110462.507812 Penalty: 3528.522217
	Iteration 9Q: 3 clusters Score -110462.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -110540.937500 Penalty: 3528.522217
	Iteration 10Q: 3 clusters Score -110540.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -110578.843750 Penalty: 3528.522217
	Iteration 11Q: 3 clusters Score -110578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110598.648438 Penalty: 3528.522217
	Iteration 12Q: 3 clusters Score -110598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -110610.500000 Penalty: 3528.522217
	Iteration 13Q: 3 clusters Score -110610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110615.359375 Penalty: 3528.522217
	Iteration 14Q: 3 clusters Score -110615.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110670.257812 Penalty: 3528.522217
	Iteration 15F: 3 clusters Score -110670.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110715.117188 Penalty: 3528.522217
	Iteration 16Q: 3 clusters Score -110715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110730.046875 Penalty: 3528.522217
	Iteration 17Q: 3 clusters Score -110730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110745.851562 Penalty: 3528.522217
	Iteration 18Q: 3 clusters Score -110745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -110754.437500 Penalty: 3528.522217
	Iteration 19Q: 3 clusters Score -110754.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -110761.640625 Penalty: 3528.522217
	Iteration 20F: 3 clusters Score -110761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -110766.140625 Penalty: 3528.522217
	Iteration 21Q: 3 clusters Score -110766.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -110768.007812 Penalty: 3528.522217
	Iteration 22Q: 3 clusters Score -110768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -110768.007812 Penalty: 3528.522217
	Iteration 23F: 3 clusters Score -110768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5168 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 46807 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 66040 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 19 contains 46537 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 580 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 6360 members 
Mstep: Class 27 contains 44152 members 
Mstep: Class 28 contains 568 members 
Entering Unmasked Estep 
Score: -83972160.000000 Penalty: 90151.968750
Splitting cluster 14 changes total score from -83796048.000000 to -83972160.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -305095.031250 Penalty: 1888.960449
	Iteration 0F: 2 clusters Score -305095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -303033.781250 Penalty: 3777.920898
	Iteration 0F: 3 clusters Score -303033.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -305763.937500 Penalty: 3777.920898
	Iteration 1F: 3 clusters Score -305763.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -308080.375000 Penalty: 3777.920898
	Iteration 2F: 3 clusters Score -308080.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -309110.750000 Penalty: 3777.920898
	Iteration 3F: 3 clusters Score -309110.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -309434.968750 Penalty: 3777.920898
	Iteration 4Q: 3 clusters Score -309435 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -309688.281250 Penalty: 3777.920898
	Iteration 5Q: 3 clusters Score -309688.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -309881.687500 Penalty: 3777.920898
	Iteration 6Q: 3 clusters Score -309881.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -309955.343750 Penalty: 3777.920898
	Iteration 7Q: 3 clusters Score -309955.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -309982.375000 Penalty: 3777.920898
	Iteration 8Q: 3 clusters Score -309982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -309985.562500 Penalty: 3777.920898
	Iteration 9Q: 3 clusters Score -309985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -309988.656250 Penalty: 3777.920898
	Iteration 10Q: 3 clusters Score -309988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -309989.156250 Penalty: 3777.920898
	Iteration 11Q: 3 clusters Score -309989.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -310005.156250 Penalty: 3777.920898
	Iteration 12F: 3 clusters Score -310005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -310024.187500 Penalty: 3777.920898
	Iteration 13Q: 3 clusters Score -310024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -310027.406250 Penalty: 3777.920898
	Iteration 14Q: 3 clusters Score -310027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -310028.500000 Penalty: 3777.920898
	Iteration 15Q: 3 clusters Score -310028.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -310028.500000 Penalty: 3777.920898
	Iteration 16F: 3 clusters Score -310028.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5168 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 46807 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 66040 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 19 contains 46537 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 580 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 6360 members 
Mstep: Class 27 contains 44152 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 1261 members 
Entering Unmasked Estep 
Score: -83975696.000000 Penalty: 93371.687500
Splitting cluster 15 changes total score from -83796048.000000 to -83975696.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (66040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66040 members 
Entering Unmasked Estep 
Score: -14005483.000000 Penalty: 2752.307861
	Iteration 0F: 2 clusters Score -1.400548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -14020411.000000 Penalty: 5504.615723
	Iteration 0F: 3 clusters Score -1.402041e+07 nChanged 30700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -14037597.000000 Penalty: 5504.615723
	Iteration 1F: 3 clusters Score -1.40376e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -14038206.000000 Penalty: 5504.615723
	Iteration 2Q: 3 clusters Score -1.403821e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -14038724.000000 Penalty: 5504.615723
	Iteration 3Q: 3 clusters Score -1.403872e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -14039163.000000 Penalty: 5504.615723
	Iteration 4Q: 3 clusters Score -1.403916e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -14039617.000000 Penalty: 5504.615723
	Iteration 5Q: 3 clusters Score -1.403962e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -14039987.000000 Penalty: 5504.615723
	Iteration 6Q: 3 clusters Score -1.403999e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -14040515.000000 Penalty: 5504.615723
	Iteration 7Q: 3 clusters Score -1.404052e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -14041168.000000 Penalty: 5504.615723
	Iteration 8Q: 3 clusters Score -1.404117e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -14041884.000000 Penalty: 5504.615723
	Iteration 9Q: 3 clusters Score -1.404188e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -14042935.000000 Penalty: 5504.615723
	Iteration 10Q: 3 clusters Score -1.404294e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -14044508.000000 Penalty: 5504.615723
	Iteration 11Q: 3 clusters Score -1.404451e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -14046752.000000 Penalty: 5504.615723
	Iteration 12Q: 3 clusters Score -1.404675e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -14048664.000000 Penalty: 5504.615723
	Iteration 13F: 3 clusters Score -1.404866e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -14049836.000000 Penalty: 5504.615723
	Iteration 14Q: 3 clusters Score -1.404984e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -14050322.000000 Penalty: 5504.615723
	Iteration 15Q: 3 clusters Score -1.405032e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -14050446.000000 Penalty: 5504.615723
	Iteration 16Q: 3 clusters Score -1.405045e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -14050588.000000 Penalty: 5504.615723
	Iteration 17Q: 3 clusters Score -1.405059e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -14050668.000000 Penalty: 5504.615723
	Iteration 18Q: 3 clusters Score -1.405067e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -14050680.000000 Penalty: 5504.615723
	Iteration 19Q: 3 clusters Score -1.405068e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -14050773.000000 Penalty: 5504.615723
	Iteration 20F: 3 clusters Score -1.405077e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -14050809.000000 Penalty: 5504.615723
	Iteration 21Q: 3 clusters Score -1.405081e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -14050798.000000 Penalty: 5504.615723
	Iteration 22Q: 3 clusters Score -1.40508e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -14050904.000000 Penalty: 5504.615723
	Iteration 23Q: 3 clusters Score -1.40509e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -14050967.000000 Penalty: 5504.615723
	Iteration 24Q: 3 clusters Score -1.405097e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -14051016.000000 Penalty: 5504.615723
	Iteration 25Q: 3 clusters Score -1.405102e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -14051051.000000 Penalty: 5504.615723
	Iteration 26Q: 3 clusters Score -1.405105e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -14051155.000000 Penalty: 5504.615723
	Iteration 27Q: 3 clusters Score -1.405116e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -14051158.000000 Penalty: 5504.615723
	Iteration 28Q: 3 clusters Score -1.405116e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -14051194.000000 Penalty: 5504.615723
	Iteration 29Q: 3 clusters Score -1.405119e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -14051233.000000 Penalty: 5504.615723
	Iteration 30Q: 3 clusters Score -1.405123e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -14051276.000000 Penalty: 5504.615723
	Iteration 31Q: 3 clusters Score -1.405128e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -14051307.000000 Penalty: 5504.615723
	Iteration 32Q: 3 clusters Score -1.405131e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -14051360.000000 Penalty: 5504.615723
	Iteration 33Q: 3 clusters Score -1.405136e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -14051404.000000 Penalty: 5504.615723
	Iteration 34Q: 3 clusters Score -1.40514e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -14051394.000000 Penalty: 5504.615723
	Iteration 35Q: 3 clusters Score -1.405139e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -14051396.000000 Penalty: 5504.615723
	Iteration 36Q: 3 clusters Score -1.40514e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -14051422.000000 Penalty: 5504.615723
	Iteration 37Q: 3 clusters Score -1.405142e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -14051397.000000 Penalty: 5504.615723
	Iteration 38Q: 3 clusters Score -1.40514e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -14051389.000000 Penalty: 5504.615723
	Iteration 39Q: 3 clusters Score -1.405139e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -14051394.000000 Penalty: 5504.615723
	Iteration 40F: 3 clusters Score -1.405139e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -14051440.000000 Penalty: 5504.615723
	Iteration 41Q: 3 clusters Score -1.405144e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -14051449.000000 Penalty: 5504.615723
	Iteration 42Q: 3 clusters Score -1.405145e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -14051512.000000 Penalty: 5504.615723
	Iteration 43Q: 3 clusters Score -1.405151e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -14051484.000000 Penalty: 5504.615723
	Iteration 44Q: 3 clusters Score -1.405148e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -14051457.000000 Penalty: 5504.615723
	Iteration 45Q: 3 clusters Score -1.405146e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -14051434.000000 Penalty: 5504.615723
	Iteration 46Q: 3 clusters Score -1.405143e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -14051442.000000 Penalty: 5504.615723
	Iteration 47Q: 3 clusters Score -1.405144e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -14051455.000000 Penalty: 5504.615723
	Iteration 48Q: 3 clusters Score -1.405146e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -14051437.000000 Penalty: 5504.615723
	Iteration 49Q: 3 clusters Score -1.405144e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -14051438.000000 Penalty: 5504.615723
	Iteration 50Q: 3 clusters Score -1.405144e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -14051441.000000 Penalty: 5504.615723
	Iteration 51Q: 3 clusters Score -1.405144e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -14051420.000000 Penalty: 5504.615723
	Iteration 52Q: 3 clusters Score -1.405142e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -14051408.000000 Penalty: 5504.615723
	Iteration 53Q: 3 clusters Score -1.405141e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -14051437.000000 Penalty: 5504.615723
	Iteration 54Q: 3 clusters Score -1.405144e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -14051450.000000 Penalty: 5504.615723
	Iteration 55Q: 3 clusters Score -1.405145e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -14051456.000000 Penalty: 5504.615723
	Iteration 56Q: 3 clusters Score -1.405146e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -14051443.000000 Penalty: 5504.615723
	Iteration 57Q: 3 clusters Score -1.405144e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -14051454.000000 Penalty: 5504.615723
	Iteration 58Q: 3 clusters Score -1.405145e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -14051444.000000 Penalty: 5504.615723
	Iteration 59Q: 3 clusters Score -1.405144e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -14051439.000000 Penalty: 5504.615723
	Iteration 60F: 3 clusters Score -1.405144e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -14051400.000000 Penalty: 5504.615723
	Iteration 61Q: 3 clusters Score -1.40514e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -14051401.000000 Penalty: 5504.615723
	Iteration 62Q: 3 clusters Score -1.40514e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -14051391.000000 Penalty: 5504.615723
	Iteration 63Q: 3 clusters Score -1.405139e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -14051384.000000 Penalty: 5504.615723
	Iteration 64Q: 3 clusters Score -1.405138e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -14051387.000000 Penalty: 5504.615723
	Iteration 65Q: 3 clusters Score -1.405139e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -14051368.000000 Penalty: 5504.615723
	Iteration 66Q: 3 clusters Score -1.405137e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -14051350.000000 Penalty: 5504.615723
	Iteration 67Q: 3 clusters Score -1.405135e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -14051355.000000 Penalty: 5504.615723
	Iteration 68Q: 3 clusters Score -1.405136e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -14051353.000000 Penalty: 5504.615723
	Iteration 69Q: 3 clusters Score -1.405135e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -14051344.000000 Penalty: 5504.615723
	Iteration 70Q: 3 clusters Score -1.405134e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -14051320.000000 Penalty: 5504.615723
	Iteration 71Q: 3 clusters Score -1.405132e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -14051326.000000 Penalty: 5504.615723
	Iteration 72Q: 3 clusters Score -1.405133e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -14051302.000000 Penalty: 5504.615723
	Iteration 73Q: 3 clusters Score -1.40513e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -14051319.000000 Penalty: 5504.615723
	Iteration 74Q: 3 clusters Score -1.405132e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -14051338.000000 Penalty: 5504.615723
	Iteration 75Q: 3 clusters Score -1.405134e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -14051347.000000 Penalty: 5504.615723
	Iteration 76Q: 3 clusters Score -1.405135e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -14051344.000000 Penalty: 5504.615723
	Iteration 77Q: 3 clusters Score -1.405134e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -14051342.000000 Penalty: 5504.615723
	Iteration 78Q: 3 clusters Score -1.405134e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -14051315.000000 Penalty: 5504.615723
	Iteration 79Q: 3 clusters Score -1.405132e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -14051278.000000 Penalty: 5504.615723
	Iteration 80F: 3 clusters Score -1.405128e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -14051272.000000 Penalty: 5504.615723
	Iteration 81Q: 3 clusters Score -1.405127e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -14051288.000000 Penalty: 5504.615723
	Iteration 82Q: 3 clusters Score -1.405129e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -14051287.000000 Penalty: 5504.615723
	Iteration 83Q: 3 clusters Score -1.405129e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -14051277.000000 Penalty: 5504.615723
	Iteration 84Q: 3 clusters Score -1.405128e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -14051290.000000 Penalty: 5504.615723
	Iteration 85Q: 3 clusters Score -1.405129e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -14051285.000000 Penalty: 5504.615723
	Iteration 86Q: 3 clusters Score -1.405128e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -14051289.000000 Penalty: 5504.615723
	Iteration 87Q: 3 clusters Score -1.405129e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -14051280.000000 Penalty: 5504.615723
	Iteration 88Q: 3 clusters Score -1.405128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -14051283.000000 Penalty: 5504.615723
	Iteration 89Q: 3 clusters Score -1.405128e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -14051300.000000 Penalty: 5504.615723
	Iteration 90Q: 3 clusters Score -1.40513e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -14051306.000000 Penalty: 5504.615723
	Iteration 91Q: 3 clusters Score -1.405131e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -14051294.000000 Penalty: 5504.615723
	Iteration 92Q: 3 clusters Score -1.405129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -14051296.000000 Penalty: 5504.615723
	Iteration 93Q: 3 clusters Score -1.40513e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -14051294.000000 Penalty: 5504.615723
	Iteration 94Q: 3 clusters Score -1.405129e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -14051282.000000 Penalty: 5504.615723
	Iteration 95Q: 3 clusters Score -1.405128e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -14051262.000000 Penalty: 5504.615723
	Iteration 96Q: 3 clusters Score -1.405126e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -14051267.000000 Penalty: 5504.615723
	Iteration 97Q: 3 clusters Score -1.405127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -14051274.000000 Penalty: 5504.615723
	Iteration 98Q: 3 clusters Score -1.405127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -14051271.000000 Penalty: 5504.615723
	Iteration 99Q: 3 clusters Score -1.405127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -14051262.000000 Penalty: 5504.615723
	Iteration 100F: 3 clusters Score -1.405126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -14051273.000000 Penalty: 5504.615723
	Iteration 101Q: 3 clusters Score -1.405127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -14051272.000000 Penalty: 5504.615723
	Iteration 102Q: 3 clusters Score -1.405127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -14051261.000000 Penalty: 5504.615723
	Iteration 103Q: 3 clusters Score -1.405126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -14051274.000000 Penalty: 5504.615723
	Iteration 104Q: 3 clusters Score -1.405127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -14051267.000000 Penalty: 5504.615723
	Iteration 105Q: 3 clusters Score -1.405127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -14051272.000000 Penalty: 5504.615723
	Iteration 106Q: 3 clusters Score -1.405127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -14051254.000000 Penalty: 5504.615723
	Iteration 107Q: 3 clusters Score -1.405125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -14051265.000000 Penalty: 5504.615723
	Iteration 108Q: 3 clusters Score -1.405126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -14051253.000000 Penalty: 5504.615723
	Iteration 109Q: 3 clusters Score -1.405125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -14051259.000000 Penalty: 5504.615723
	Iteration 110Q: 3 clusters Score -1.405126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -14051257.000000 Penalty: 5504.615723
	Iteration 111Q: 3 clusters Score -1.405126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -14051253.000000 Penalty: 5504.615723
	Iteration 112Q: 3 clusters Score -1.405125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -14051258.000000 Penalty: 5504.615723
	Iteration 113Q: 3 clusters Score -1.405126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -14051258.000000 Penalty: 5504.615723
	Iteration 114F: 3 clusters Score -1.405126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5168 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 46807 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 34606 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 19 contains 46537 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 580 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 6360 members 
Mstep: Class 27 contains 44152 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 1261 members 
Mstep: Class 30 contains 31434 members 
Entering Unmasked Estep 
Score: -84021400.000000 Penalty: 96591.398438
Splitting cluster 16 changes total score from -83796048.000000 to -84021400.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -677520.187500 Penalty: 2033.671387
	Iteration 0F: 2 clusters Score -677520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -673941.375000 Penalty: 4067.342773
	Iteration 0F: 3 clusters Score -673941.4 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -675481.187500 Penalty: 4067.342773
	Iteration 1F: 3 clusters Score -675481.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -676949.500000 Penalty: 4067.342773
	Iteration 2F: 3 clusters Score -676949.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -678418.125000 Penalty: 4067.342773
	Iteration 3F: 3 clusters Score -678418.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -679279.937500 Penalty: 4067.342773
	Iteration 4F: 3 clusters Score -679279.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -679570.562500 Penalty: 4067.342773
	Iteration 5F: 3 clusters Score -679570.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -679678.812500 Penalty: 4067.342773
	Iteration 6Q: 3 clusters Score -679678.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -679730.250000 Penalty: 4067.342773
	Iteration 7Q: 3 clusters Score -679730.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -679759.625000 Penalty: 4067.342773
	Iteration 8Q: 3 clusters Score -679759.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -679774.187500 Penalty: 4067.342773
	Iteration 9Q: 3 clusters Score -679774.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -679778.750000 Penalty: 4067.342773
	Iteration 10Q: 3 clusters Score -679778.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -679783.375000 Penalty: 4067.342773
	Iteration 11Q: 3 clusters Score -679783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -679784.125000 Penalty: 4067.342773
	Iteration 12Q: 3 clusters Score -679784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -679785.562500 Penalty: 4067.342773
	Iteration 13Q: 3 clusters Score -679785.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -679790.750000 Penalty: 4067.342773
	Iteration 14Q: 3 clusters Score -679790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -679792.875000 Penalty: 4067.342773
	Iteration 15Q: 3 clusters Score -679792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -679792.937500 Penalty: 4067.342773
	Iteration 16Q: 3 clusters Score -679792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -679795.187500 Penalty: 4067.342773
	Iteration 17Q: 3 clusters Score -679795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -679796.062500 Penalty: 4067.342773
	Iteration 18Q: 3 clusters Score -679796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -679796.875000 Penalty: 4067.342773
	Iteration 19Q: 3 clusters Score -679796.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -679798.250000 Penalty: 4067.342773
	Iteration 20F: 3 clusters Score -679798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -679796.875000 Penalty: 4067.342773
	Iteration 21Q: 3 clusters Score -679796.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -679798.125000 Penalty: 4067.342773
	Iteration 22Q: 3 clusters Score -679798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -679798.125000 Penalty: 4067.342773
	Iteration 23F: 3 clusters Score -679798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5168 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 46807 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 34606 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 19 contains 46537 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 580 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 6360 members 
Mstep: Class 27 contains 44152 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 1261 members 
Mstep: Class 30 contains 31434 members 
Mstep: Class 31 contains 2120 members 
Entering Unmasked Estep 
Score: -84022384.000000 Penalty: 99811.109375
Splitting cluster 17 changes total score from -83796048.000000 to -84022384.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (66491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Entering Unmasked Estep 
Score: -13330775.000000 Penalty: 2753.995850
	Iteration 0F: 2 clusters Score -1.333078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -13330515.000000 Penalty: 5507.991699
	Iteration 0F: 3 clusters Score -1.333052e+07 nChanged 31120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -13348087.000000 Penalty: 5507.991699
	Iteration 1F: 3 clusters Score -1.334809e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -13349027.000000 Penalty: 5507.991699
	Iteration 2F: 3 clusters Score -1.334903e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -13350312.000000 Penalty: 5507.991699
	Iteration 3F: 3 clusters Score -1.335031e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -13352131.000000 Penalty: 5507.991699
	Iteration 4F: 3 clusters Score -1.335213e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -13354602.000000 Penalty: 5507.991699
	Iteration 5F: 3 clusters Score -1.33546e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -13357500.000000 Penalty: 5507.991699
	Iteration 6F: 3 clusters Score -1.33575e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -13359823.000000 Penalty: 5507.991699
	Iteration 7F: 3 clusters Score -1.335982e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -13361242.000000 Penalty: 5507.991699
	Iteration 8F: 3 clusters Score -1.336124e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -13362462.000000 Penalty: 5507.991699
	Iteration 9Q: 3 clusters Score -1.336246e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -13363183.000000 Penalty: 5507.991699
	Iteration 10Q: 3 clusters Score -1.336318e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -13363694.000000 Penalty: 5507.991699
	Iteration 11Q: 3 clusters Score -1.336369e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -13364097.000000 Penalty: 5507.991699
	Iteration 12Q: 3 clusters Score -1.33641e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -13364343.000000 Penalty: 5507.991699
	Iteration 13Q: 3 clusters Score -1.336434e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -13364521.000000 Penalty: 5507.991699
	Iteration 14Q: 3 clusters Score -1.336452e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -13364639.000000 Penalty: 5507.991699
	Iteration 15Q: 3 clusters Score -1.336464e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -13364656.000000 Penalty: 5507.991699
	Iteration 16Q: 3 clusters Score -1.336466e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -13364734.000000 Penalty: 5507.991699
	Iteration 17Q: 3 clusters Score -1.336473e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -13364726.000000 Penalty: 5507.991699
	Iteration 18Q: 3 clusters Score -1.336473e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -13364699.000000 Penalty: 5507.991699
	Iteration 19Q: 3 clusters Score -1.33647e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -13364692.000000 Penalty: 5507.991699
	Iteration 20F: 3 clusters Score -1.336469e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -13364667.000000 Penalty: 5507.991699
	Iteration 21Q: 3 clusters Score -1.336467e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -13364681.000000 Penalty: 5507.991699
	Iteration 22Q: 3 clusters Score -1.336468e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -13364677.000000 Penalty: 5507.991699
	Iteration 23Q: 3 clusters Score -1.336468e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -13364690.000000 Penalty: 5507.991699
	Iteration 24Q: 3 clusters Score -1.336469e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -13364688.000000 Penalty: 5507.991699
	Iteration 25Q: 3 clusters Score -1.336469e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -13364667.000000 Penalty: 5507.991699
	Iteration 26Q: 3 clusters Score -1.336467e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -13364642.000000 Penalty: 5507.991699
	Iteration 27Q: 3 clusters Score -1.336464e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -13364624.000000 Penalty: 5507.991699
	Iteration 28Q: 3 clusters Score -1.336462e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -13364594.000000 Penalty: 5507.991699
	Iteration 29Q: 3 clusters Score -1.336459e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -13364572.000000 Penalty: 5507.991699
	Iteration 30Q: 3 clusters Score -1.336457e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -13364570.000000 Penalty: 5507.991699
	Iteration 31Q: 3 clusters Score -1.336457e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -13364551.000000 Penalty: 5507.991699
	Iteration 32Q: 3 clusters Score -1.336455e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -13364558.000000 Penalty: 5507.991699
	Iteration 33Q: 3 clusters Score -1.336456e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -13364478.000000 Penalty: 5507.991699
	Iteration 34Q: 3 clusters Score -1.336448e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -13364429.000000 Penalty: 5507.991699
	Iteration 35Q: 3 clusters Score -1.336443e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -13364415.000000 Penalty: 5507.991699
	Iteration 36Q: 3 clusters Score -1.336442e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -13364429.000000 Penalty: 5507.991699
	Iteration 37Q: 3 clusters Score -1.336443e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -13364430.000000 Penalty: 5507.991699
	Iteration 38Q: 3 clusters Score -1.336443e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -13364390.000000 Penalty: 5507.991699
	Iteration 39Q: 3 clusters Score -1.336439e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -13364391.000000 Penalty: 5507.991699
	Iteration 40F: 3 clusters Score -1.336439e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -13364338.000000 Penalty: 5507.991699
	Iteration 41Q: 3 clusters Score -1.336434e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -13364295.000000 Penalty: 5507.991699
	Iteration 42Q: 3 clusters Score -1.33643e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -13364242.000000 Penalty: 5507.991699
	Iteration 43Q: 3 clusters Score -1.336424e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -13364199.000000 Penalty: 5507.991699
	Iteration 44Q: 3 clusters Score -1.33642e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -13364140.000000 Penalty: 5507.991699
	Iteration 45Q: 3 clusters Score -1.336414e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -13364089.000000 Penalty: 5507.991699
	Iteration 46Q: 3 clusters Score -1.336409e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -13364108.000000 Penalty: 5507.991699
	Iteration 47Q: 3 clusters Score -1.336411e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -13364098.000000 Penalty: 5507.991699
	Iteration 48Q: 3 clusters Score -1.33641e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -13364103.000000 Penalty: 5507.991699
	Iteration 49Q: 3 clusters Score -1.33641e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -13364033.000000 Penalty: 5507.991699
	Iteration 50Q: 3 clusters Score -1.336403e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -13364001.000000 Penalty: 5507.991699
	Iteration 51Q: 3 clusters Score -1.3364e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -13363945.000000 Penalty: 5507.991699
	Iteration 52Q: 3 clusters Score -1.336394e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -13363854.000000 Penalty: 5507.991699
	Iteration 53Q: 3 clusters Score -1.336385e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -13363787.000000 Penalty: 5507.991699
	Iteration 54Q: 3 clusters Score -1.336379e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -13363689.000000 Penalty: 5507.991699
	Iteration 55Q: 3 clusters Score -1.336369e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -13363660.000000 Penalty: 5507.991699
	Iteration 56Q: 3 clusters Score -1.336366e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -13363649.000000 Penalty: 5507.991699
	Iteration 57Q: 3 clusters Score -1.336365e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -13363595.000000 Penalty: 5507.991699
	Iteration 58Q: 3 clusters Score -1.33636e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -13363536.000000 Penalty: 5507.991699
	Iteration 59Q: 3 clusters Score -1.336354e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -13363529.000000 Penalty: 5507.991699
	Iteration 60F: 3 clusters Score -1.336353e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -13363503.000000 Penalty: 5507.991699
	Iteration 61Q: 3 clusters Score -1.33635e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -13363468.000000 Penalty: 5507.991699
	Iteration 62Q: 3 clusters Score -1.336347e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -13363486.000000 Penalty: 5507.991699
	Iteration 63Q: 3 clusters Score -1.336349e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -13363457.000000 Penalty: 5507.991699
	Iteration 64Q: 3 clusters Score -1.336346e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -13363413.000000 Penalty: 5507.991699
	Iteration 65Q: 3 clusters Score -1.336341e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -13363385.000000 Penalty: 5507.991699
	Iteration 66Q: 3 clusters Score -1.336338e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -13363353.000000 Penalty: 5507.991699
	Iteration 67Q: 3 clusters Score -1.336335e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -13363346.000000 Penalty: 5507.991699
	Iteration 68Q: 3 clusters Score -1.336335e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -13363361.000000 Penalty: 5507.991699
	Iteration 69Q: 3 clusters Score -1.336336e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -13363347.000000 Penalty: 5507.991699
	Iteration 70Q: 3 clusters Score -1.336335e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -13363298.000000 Penalty: 5507.991699
	Iteration 71Q: 3 clusters Score -1.33633e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -13363265.000000 Penalty: 5507.991699
	Iteration 72Q: 3 clusters Score -1.336326e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -13363270.000000 Penalty: 5507.991699
	Iteration 73Q: 3 clusters Score -1.336327e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -13363293.000000 Penalty: 5507.991699
	Iteration 74Q: 3 clusters Score -1.336329e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -13363298.000000 Penalty: 5507.991699
	Iteration 75Q: 3 clusters Score -1.33633e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -13363287.000000 Penalty: 5507.991699
	Iteration 76Q: 3 clusters Score -1.336329e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -13363300.000000 Penalty: 5507.991699
	Iteration 77Q: 3 clusters Score -1.33633e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -13363261.000000 Penalty: 5507.991699
	Iteration 78Q: 3 clusters Score -1.336326e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -13363253.000000 Penalty: 5507.991699
	Iteration 79Q: 3 clusters Score -1.336325e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -13363235.000000 Penalty: 5507.991699
	Iteration 80F: 3 clusters Score -1.336324e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -13363223.000000 Penalty: 5507.991699
	Iteration 81Q: 3 clusters Score -1.336322e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -13363241.000000 Penalty: 5507.991699
	Iteration 82Q: 3 clusters Score -1.336324e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -13363218.000000 Penalty: 5507.991699
	Iteration 83Q: 3 clusters Score -1.336322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -13363199.000000 Penalty: 5507.991699
	Iteration 84Q: 3 clusters Score -1.33632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -13363202.000000 Penalty: 5507.991699
	Iteration 85Q: 3 clusters Score -1.33632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -13363199.000000 Penalty: 5507.991699
	Iteration 86Q: 3 clusters Score -1.33632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -13363203.000000 Penalty: 5507.991699
	Iteration 87Q: 3 clusters Score -1.33632e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -13363188.000000 Penalty: 5507.991699
	Iteration 88Q: 3 clusters Score -1.336319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -13363189.000000 Penalty: 5507.991699
	Iteration 89Q: 3 clusters Score -1.336319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -13363163.000000 Penalty: 5507.991699
	Iteration 90Q: 3 clusters Score -1.336316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -13363166.000000 Penalty: 5507.991699
	Iteration 91Q: 3 clusters Score -1.336317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -13363183.000000 Penalty: 5507.991699
	Iteration 92Q: 3 clusters Score -1.336318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -13363182.000000 Penalty: 5507.991699
	Iteration 93Q: 3 clusters Score -1.336318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -13363172.000000 Penalty: 5507.991699
	Iteration 94Q: 3 clusters Score -1.336317e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -13363152.000000 Penalty: 5507.991699
	Iteration 95Q: 3 clusters Score -1.336315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -13363153.000000 Penalty: 5507.991699
	Iteration 96Q: 3 clusters Score -1.336315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -13363153.000000 Penalty: 5507.991699
	Iteration 97Q: 3 clusters Score -1.336315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -13363154.000000 Penalty: 5507.991699
	Iteration 98Q: 3 clusters Score -1.336315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -13363152.000000 Penalty: 5507.991699
	Iteration 99Q: 3 clusters Score -1.336315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -13363138.000000 Penalty: 5507.991699
	Iteration 100F: 3 clusters Score -1.336314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -13363135.000000 Penalty: 5507.991699
	Iteration 101Q: 3 clusters Score -1.336314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -13363114.000000 Penalty: 5507.991699
	Iteration 102Q: 3 clusters Score -1.336311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -13363118.000000 Penalty: 5507.991699
	Iteration 103Q: 3 clusters Score -1.336312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -13363111.000000 Penalty: 5507.991699
	Iteration 104Q: 3 clusters Score -1.336311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -13363122.000000 Penalty: 5507.991699
	Iteration 105Q: 3 clusters Score -1.336312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -13363106.000000 Penalty: 5507.991699
	Iteration 106Q: 3 clusters Score -1.336311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -13363097.000000 Penalty: 5507.991699
	Iteration 107Q: 3 clusters Score -1.33631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -13363110.000000 Penalty: 5507.991699
	Iteration 108Q: 3 clusters Score -1.336311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -13363106.000000 Penalty: 5507.991699
	Iteration 109Q: 3 clusters Score -1.336311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -13363114.000000 Penalty: 5507.991699
	Iteration 110Q: 3 clusters Score -1.336311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -13363117.000000 Penalty: 5507.991699
	Iteration 111Q: 3 clusters Score -1.336312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -13363108.000000 Penalty: 5507.991699
	Iteration 112Q: 3 clusters Score -1.336311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -13363105.000000 Penalty: 5507.991699
	Iteration 113Q: 3 clusters Score -1.33631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -13363114.000000 Penalty: 5507.991699
	Iteration 114Q: 3 clusters Score -1.336311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -13363110.000000 Penalty: 5507.991699
	Iteration 115Q: 3 clusters Score -1.336311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -13363102.000000 Penalty: 5507.991699
	Iteration 116Q: 3 clusters Score -1.33631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -13363090.000000 Penalty: 5507.991699
	Iteration 117Q: 3 clusters Score -1.336309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -13363109.000000 Penalty: 5507.991699
	Iteration 118Q: 3 clusters Score -1.336311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -13363088.000000 Penalty: 5507.991699
	Iteration 119Q: 3 clusters Score -1.336309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -13363091.000000 Penalty: 5507.991699
	Iteration 120F: 3 clusters Score -1.336309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -13363102.000000 Penalty: 5507.991699
	Iteration 121Q: 3 clusters Score -1.33631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -13363096.000000 Penalty: 5507.991699
	Iteration 122Q: 3 clusters Score -1.33631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -13363093.000000 Penalty: 5507.991699
	Iteration 123Q: 3 clusters Score -1.336309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -13363084.000000 Penalty: 5507.991699
	Iteration 124Q: 3 clusters Score -1.336308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -13363076.000000 Penalty: 5507.991699
	Iteration 125Q: 3 clusters Score -1.336308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -13363076.000000 Penalty: 5507.991699
	Iteration 126Q: 3 clusters Score -1.336308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -13363074.000000 Penalty: 5507.991699
	Iteration 127Q: 3 clusters Score -1.336307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -13363084.000000 Penalty: 5507.991699
	Iteration 128Q: 3 clusters Score -1.336308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -13363073.000000 Penalty: 5507.991699
	Iteration 129Q: 3 clusters Score -1.336307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -13363086.000000 Penalty: 5507.991699
	Iteration 130Q: 3 clusters Score -1.336309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -13363073.000000 Penalty: 5507.991699
	Iteration 131Q: 3 clusters Score -1.336307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -13363072.000000 Penalty: 5507.991699
	Iteration 132Q: 3 clusters Score -1.336307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -13363063.000000 Penalty: 5507.991699
	Iteration 133Q: 3 clusters Score -1.336306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -13363076.000000 Penalty: 5507.991699
	Iteration 134Q: 3 clusters Score -1.336308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -13363079.000000 Penalty: 5507.991699
	Iteration 135Q: 3 clusters Score -1.336308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -13363066.000000 Penalty: 5507.991699
	Iteration 136Q: 3 clusters Score -1.336307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -13363059.000000 Penalty: 5507.991699
	Iteration 137Q: 3 clusters Score -1.336306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -13363059.000000 Penalty: 5507.991699
	Iteration 138Q: 3 clusters Score -1.336306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -13363060.000000 Penalty: 5507.991699
	Iteration 139Q: 3 clusters Score -1.336306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -13363049.000000 Penalty: 5507.991699
	Iteration 140F: 3 clusters Score -1.336305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -13363052.000000 Penalty: 5507.991699
	Iteration 141Q: 3 clusters Score -1.336305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -13363050.000000 Penalty: 5507.991699
	Iteration 142Q: 3 clusters Score -1.336305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -13363063.000000 Penalty: 5507.991699
	Iteration 143Q: 3 clusters Score -1.336306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -13363060.000000 Penalty: 5507.991699
	Iteration 144Q: 3 clusters Score -1.336306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -13363050.000000 Penalty: 5507.991699
	Iteration 145Q: 3 clusters Score -1.336305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -13363045.000000 Penalty: 5507.991699
	Iteration 146Q: 3 clusters Score -1.336304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -13363024.000000 Penalty: 5507.991699
	Iteration 147Q: 3 clusters Score -1.336302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -13363038.000000 Penalty: 5507.991699
	Iteration 148Q: 3 clusters Score -1.336304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -13363028.000000 Penalty: 5507.991699
	Iteration 149Q: 3 clusters Score -1.336303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -13363041.000000 Penalty: 5507.991699
	Iteration 150Q: 3 clusters Score -1.336304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -13363031.000000 Penalty: 5507.991699
	Iteration 151Q: 3 clusters Score -1.336303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -13363031.000000 Penalty: 5507.991699
	Iteration 152Q: 3 clusters Score -1.336303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -13363030.000000 Penalty: 5507.991699
	Iteration 153Q: 3 clusters Score -1.336303e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -13363025.000000 Penalty: 5507.991699
	Iteration 154Q: 3 clusters Score -1.336302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -13363027.000000 Penalty: 5507.991699
	Iteration 155Q: 3 clusters Score -1.336303e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -13363018.000000 Penalty: 5507.991699
	Iteration 156Q: 3 clusters Score -1.336302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -13363013.000000 Penalty: 5507.991699
	Iteration 157Q: 3 clusters Score -1.336301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -13363016.000000 Penalty: 5507.991699
	Iteration 158Q: 3 clusters Score -1.336302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -13363029.000000 Penalty: 5507.991699
	Iteration 159Q: 3 clusters Score -1.336303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -13363025.000000 Penalty: 5507.991699
	Iteration 160F: 3 clusters Score -1.336302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -13363013.000000 Penalty: 5507.991699
	Iteration 161Q: 3 clusters Score -1.336301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -13363023.000000 Penalty: 5507.991699
	Iteration 162Q: 3 clusters Score -1.336302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -13363023.000000 Penalty: 5507.991699
	Iteration 163Q: 3 clusters Score -1.336302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -13363029.000000 Penalty: 5507.991699
	Iteration 164Q: 3 clusters Score -1.336303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -13363023.000000 Penalty: 5507.991699
	Iteration 165Q: 3 clusters Score -1.336302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -13363029.000000 Penalty: 5507.991699
	Iteration 166Q: 3 clusters Score -1.336303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -13363021.000000 Penalty: 5507.991699
	Iteration 167Q: 3 clusters Score -1.336302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -13363016.000000 Penalty: 5507.991699
	Iteration 168Q: 3 clusters Score -1.336302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -13363016.000000 Penalty: 5507.991699
	Iteration 169Q: 3 clusters Score -1.336302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -13363016.000000 Penalty: 5507.991699
	Iteration 170F: 3 clusters Score -1.336302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5168 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 46807 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 34606 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 34406 members 
Mstep: Class 19 contains 46537 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 580 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 6360 members 
Mstep: Class 27 contains 44152 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 1261 members 
Mstep: Class 30 contains 31434 members 
Mstep: Class 31 contains 2120 members 
Mstep: Class 32 contains 32085 members 
Entering Unmasked Estep 
Score: -84052936.000000 Penalty: 103030.820312
Splitting cluster 18 changes total score from -83796048.000000 to -84052936.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (18115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Entering Unmasked Estep 
Score: -3400809.000000 Penalty: 2431.514893
	Iteration 0F: 2 clusters Score -3400809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3388158.500000 Penalty: 4863.029785
	Iteration 0F: 3 clusters Score -3388158 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3394899.500000 Penalty: 4863.029785
	Iteration 1F: 3 clusters Score -3394900 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3398266.500000 Penalty: 4863.029785
	Iteration 2F: 3 clusters Score -3398266 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3400984.750000 Penalty: 4863.029785
	Iteration 3F: 3 clusters Score -3400985 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3402522.000000 Penalty: 4863.029785
	Iteration 4F: 3 clusters Score -3402522 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3403184.500000 Penalty: 4863.029785
	Iteration 5F: 3 clusters Score -3403184 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -3403551.500000 Penalty: 4863.029785
	Iteration 6Q: 3 clusters Score -3403552 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3403813.250000 Penalty: 4863.029785
	Iteration 7Q: 3 clusters Score -3403813 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -3404045.250000 Penalty: 4863.029785
	Iteration 8Q: 3 clusters Score -3404045 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3404252.250000 Penalty: 4863.029785
	Iteration 9Q: 3 clusters Score -3404252 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3404423.250000 Penalty: 4863.029785
	Iteration 10Q: 3 clusters Score -3404423 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3404598.750000 Penalty: 4863.029785
	Iteration 11Q: 3 clusters Score -3404599 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3404747.000000 Penalty: 4863.029785
	Iteration 12Q: 3 clusters Score -3404747 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3404862.500000 Penalty: 4863.029785
	Iteration 13Q: 3 clusters Score -3404862 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3404955.500000 Penalty: 4863.029785
	Iteration 14Q: 3 clusters Score -3404956 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3405023.750000 Penalty: 4863.029785
	Iteration 15Q: 3 clusters Score -3405024 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3405096.250000 Penalty: 4863.029785
	Iteration 16Q: 3 clusters Score -3405096 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3405132.750000 Penalty: 4863.029785
	Iteration 17Q: 3 clusters Score -3405133 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3405166.250000 Penalty: 4863.029785
	Iteration 18Q: 3 clusters Score -3405166 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3405196.750000 Penalty: 4863.029785
	Iteration 19Q: 3 clusters Score -3405197 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3405216.000000 Penalty: 4863.029785
	Iteration 20F: 3 clusters Score -3405216 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3405231.500000 Penalty: 4863.029785
	Iteration 21Q: 3 clusters Score -3405232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3405236.500000 Penalty: 4863.029785
	Iteration 22Q: 3 clusters Score -3405236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -3405246.500000 Penalty: 4863.029785
	Iteration 23Q: 3 clusters Score -3405246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3405254.250000 Penalty: 4863.029785
	Iteration 24Q: 3 clusters Score -3405254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3405265.750000 Penalty: 4863.029785
	Iteration 25Q: 3 clusters Score -3405266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3405271.750000 Penalty: 4863.029785
	Iteration 26Q: 3 clusters Score -3405272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3405284.500000 Penalty: 4863.029785
	Iteration 27Q: 3 clusters Score -3405284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3405283.250000 Penalty: 4863.029785
	Iteration 28Q: 3 clusters Score -3405283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3405291.750000 Penalty: 4863.029785
	Iteration 29Q: 3 clusters Score -3405292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3405294.250000 Penalty: 4863.029785
	Iteration 30Q: 3 clusters Score -3405294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3405295.750000 Penalty: 4863.029785
	Iteration 31Q: 3 clusters Score -3405296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3405295.500000 Penalty: 4863.029785
	Iteration 32Q: 3 clusters Score -3405296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3405294.250000 Penalty: 4863.029785
	Iteration 33Q: 3 clusters Score -3405294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3405291.000000 Penalty: 4863.029785
	Iteration 34Q: 3 clusters Score -3405291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3405286.750000 Penalty: 4863.029785
	Iteration 35Q: 3 clusters Score -3405287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3405289.000000 Penalty: 4863.029785
	Iteration 36Q: 3 clusters Score -3405289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3405291.250000 Penalty: 4863.029785
	Iteration 37Q: 3 clusters Score -3405291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3405291.250000 Penalty: 4863.029785
	Iteration 38F: 3 clusters Score -3405291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5168 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 46807 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 34606 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 34406 members 
Mstep: Class 19 contains 46537 members 
Mstep: Class 20 contains 14877 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 580 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 6360 members 
Mstep: Class 27 contains 44152 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 1261 members 
Mstep: Class 30 contains 31434 members 
Mstep: Class 31 contains 2120 members 
Mstep: Class 32 contains 32085 members 
Mstep: Class 33 contains 3238 members 
Entering Unmasked Estep 
Score: -84056408.000000 Penalty: 106250.539062
Splitting cluster 20 changes total score from -83796048.000000 to -84056408.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5168 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 46807 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 34606 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 34406 members 
Mstep: Class 20 contains 14877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84093640.000000 Penalty: 106250.539062
Iteration 39Q: 34 clusters Score -8.409364e+07 nChanged 36335
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 53715 members 
Mstep: Class 3 contains 3160 members 
Mstep: Class 4 contains 3326 members 
Mstep: Class 5 contains 4886 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 1129 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 3509 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 5663 members 
Mstep: Class 12 contains 7950 members 
Mstep: Class 13 contains 50604 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 34637 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 33071 members 
Mstep: Class 19 contains 43947 members 
Mstep: Class 20 contains 13754 members 
Mstep: Class 21 contains 600 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 565 members 
Mstep: Class 25 contains 4335 members 
Mstep: Class 26 contains 6197 members 
Mstep: Class 27 contains 45049 members 
Mstep: Class 28 contains 536 members 
Mstep: Class 29 contains 1247 members 
Mstep: Class 30 contains 31219 members 
Mstep: Class 31 contains 2194 members 
Mstep: Class 32 contains 27231 members 
Mstep: Class 33 contains 2959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84109568.000000 Penalty: 106250.539062
Iteration 40F: 34 clusters Score -8.410957e+07 nChanged 27125
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 52680 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 3451 members 
Mstep: Class 5 contains 4864 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5753 members 
Mstep: Class 12 contains 7643 members 
Mstep: Class 13 contains 51259 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 34089 members 
Mstep: Class 17 contains 1666 members 
Mstep: Class 18 contains 28783 members 
Mstep: Class 19 contains 44185 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 608 members 
Mstep: Class 25 contains 4488 members 
Mstep: Class 26 contains 6559 members 
Mstep: Class 27 contains 47139 members 
Mstep: Class 28 contains 521 members 
Mstep: Class 29 contains 1428 members 
Mstep: Class 30 contains 31227 members 
Mstep: Class 31 contains 2587 members 
Mstep: Class 32 contains 27617 members 
Mstep: Class 33 contains 3059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84113912.000000 Penalty: 106250.539062
Iteration 41F: 34 clusters Score -8.411391e+07 nChanged 14923
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 53348 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 4852 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 3214 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 5830 members 
Mstep: Class 12 contains 7472 members 
Mstep: Class 13 contains 51189 members 
Mstep: Class 14 contains 608 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 33849 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 27532 members 
Mstep: Class 19 contains 44689 members 
Mstep: Class 20 contains 11005 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 617 members 
Mstep: Class 25 contains 4528 members 
Mstep: Class 26 contains 6711 members 
Mstep: Class 27 contains 48265 members 
Mstep: Class 28 contains 513 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 30685 members 
Mstep: Class 31 contains 2722 members 
Mstep: Class 32 contains 27432 members 
Mstep: Class 33 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84116312.000000 Penalty: 106250.539062
Iteration 42Q: 34 clusters Score -8.411631e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 53434 members 
Mstep: Class 3 contains 2703 members 
Mstep: Class 4 contains 3743 members 
Mstep: Class 5 contains 4850 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 3179 members 
Mstep: Class 10 contains 752 members 
Mstep: Class 11 contains 5864 members 
Mstep: Class 12 contains 7322 members 
Mstep: Class 13 contains 51354 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 33575 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 26999 members 
Mstep: Class 19 contains 45262 members 
Mstep: Class 20 contains 10511 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 351 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 627 members 
Mstep: Class 25 contains 4527 members 
Mstep: Class 26 contains 6798 members 
Mstep: Class 27 contains 48927 members 
Mstep: Class 28 contains 508 members 
Mstep: Class 29 contains 1494 members 
Mstep: Class 30 contains 30232 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 27324 members 
Mstep: Class 33 contains 3022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84119872.000000 Penalty: 106250.539062
Iteration 43Q: 34 clusters Score -8.411987e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 53361 members 
Mstep: Class 3 contains 2732 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 4865 members 
Mstep: Class 6 contains 1620 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 3147 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 5897 members 
Mstep: Class 12 contains 7226 members 
Mstep: Class 13 contains 51510 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 15 contains 668 members 
Mstep: Class 16 contains 33320 members 
Mstep: Class 17 contains 1660 members 
Mstep: Class 18 contains 26592 members 
Mstep: Class 19 contains 45856 members 
Mstep: Class 20 contains 10161 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 351 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 631 members 
Mstep: Class 25 contains 4522 members 
Mstep: Class 26 contains 6852 members 
Mstep: Class 27 contains 49332 members 
Mstep: Class 28 contains 505 members 
Mstep: Class 29 contains 1498 members 
Mstep: Class 30 contains 29794 members 
Mstep: Class 31 contains 2910 members 
Mstep: Class 32 contains 27359 members 
Mstep: Class 33 contains 3021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122672.000000 Penalty: 106250.539062
Iteration 44Q: 34 clusters Score -8.412267e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 53321 members 
Mstep: Class 3 contains 2782 members 
Mstep: Class 4 contains 3941 members 
Mstep: Class 5 contains 4862 members 
Mstep: Class 6 contains 1644 members 
Mstep: Class 7 contains 1126 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 51690 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 15 contains 669 members 
Mstep: Class 16 contains 33055 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 26237 members 
Mstep: Class 19 contains 46496 members 
Mstep: Class 20 contains 9891 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1108 members 
Mstep: Class 24 contains 634 members 
Mstep: Class 25 contains 4514 members 
Mstep: Class 26 contains 6899 members 
Mstep: Class 27 contains 49517 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 29415 members 
Mstep: Class 31 contains 2971 members 
Mstep: Class 32 contains 27440 members 
Mstep: Class 33 contains 3014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124600.000000 Penalty: 106250.539062
Iteration 45Q: 34 clusters Score -8.41246e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 53194 members 
Mstep: Class 3 contains 2830 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 4858 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 1126 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 3106 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 5971 members 
Mstep: Class 12 contains 7089 members 
Mstep: Class 13 contains 51993 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 32813 members 
Mstep: Class 17 contains 1636 members 
Mstep: Class 18 contains 25984 members 
Mstep: Class 19 contains 47090 members 
Mstep: Class 20 contains 9689 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 4515 members 
Mstep: Class 26 contains 6929 members 
Mstep: Class 27 contains 49575 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 29080 members 
Mstep: Class 31 contains 3015 members 
Mstep: Class 32 contains 27439 members 
Mstep: Class 33 contains 3014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84126664.000000 Penalty: 106250.539062
Iteration 46Q: 34 clusters Score -8.412666e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 53057 members 
Mstep: Class 3 contains 2873 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 4856 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 3094 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 6009 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 52275 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 32604 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 25757 members 
Mstep: Class 19 contains 47644 members 
Mstep: Class 20 contains 9509 members 
Mstep: Class 21 contains 658 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1094 members 
Mstep: Class 24 contains 647 members 
Mstep: Class 25 contains 4508 members 
Mstep: Class 26 contains 6950 members 
Mstep: Class 27 contains 49481 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 28766 members 
Mstep: Class 31 contains 3072 members 
Mstep: Class 32 contains 27530 members 
Mstep: Class 33 contains 3013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84128448.000000 Penalty: 106250.539062
Iteration 47Q: 34 clusters Score -8.412845e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 52907 members 
Mstep: Class 3 contains 2915 members 
Mstep: Class 4 contains 4200 members 
Mstep: Class 5 contains 4862 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 3085 members 
Mstep: Class 10 contains 774 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 52507 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 677 members 
Mstep: Class 16 contains 32438 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 25557 members 
Mstep: Class 19 contains 48171 members 
Mstep: Class 20 contains 9381 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1093 members 
Mstep: Class 24 contains 648 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 6954 members 
Mstep: Class 27 contains 49434 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 28441 members 
Mstep: Class 31 contains 3118 members 
Mstep: Class 32 contains 27607 members 
Mstep: Class 33 contains 3003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84130072.000000 Penalty: 106250.539062
Iteration 48Q: 34 clusters Score -8.413007e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 52804 members 
Mstep: Class 3 contains 2946 members 
Mstep: Class 4 contains 4298 members 
Mstep: Class 5 contains 4860 members 
Mstep: Class 6 contains 1699 members 
Mstep: Class 7 contains 1126 members 
Mstep: Class 8 contains 337 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 6948 members 
Mstep: Class 13 contains 52608 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 32276 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 25488 members 
Mstep: Class 19 contains 48679 members 
Mstep: Class 20 contains 9243 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 49418 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 1512 members 
Mstep: Class 30 contains 28100 members 
Mstep: Class 31 contains 3159 members 
Mstep: Class 32 contains 27690 members 
Mstep: Class 33 contains 2997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84131640.000000 Penalty: 106250.539062
Iteration 49Q: 34 clusters Score -8.413164e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 52719 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 5 contains 4863 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 337 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 786 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 6897 members 
Mstep: Class 13 contains 52733 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 671 members 
Mstep: Class 16 contains 32132 members 
Mstep: Class 17 contains 1609 members 
Mstep: Class 18 contains 25506 members 
Mstep: Class 19 contains 49197 members 
Mstep: Class 20 contains 9150 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1085 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 4523 members 
Mstep: Class 26 contains 6979 members 
Mstep: Class 27 contains 49307 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 1512 members 
Mstep: Class 30 contains 27798 members 
Mstep: Class 31 contains 3196 members 
Mstep: Class 32 contains 27721 members 
Mstep: Class 33 contains 2995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84133000.000000 Penalty: 106250.539062
Iteration 50Q: 34 clusters Score -8.4133e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 52601 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 4859 members 
Mstep: Class 6 contains 1711 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 335 members 
Mstep: Class 9 contains 3060 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 6851 members 
Mstep: Class 13 contains 52884 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 671 members 
Mstep: Class 16 contains 31996 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 18 contains 25505 members 
Mstep: Class 19 contains 49670 members 
Mstep: Class 20 contains 9074 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1084 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 4530 members 
Mstep: Class 26 contains 6989 members 
Mstep: Class 27 contains 49250 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 1515 members 
Mstep: Class 30 contains 27523 members 
Mstep: Class 31 contains 3223 members 
Mstep: Class 32 contains 27755 members 
Mstep: Class 33 contains 2997 members 
Entering Unmasked Estep 
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Iteration 51Q: 34 clusters Score -8.413486e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 52554 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 4857 members 
Mstep: Class 6 contains 1707 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 6075 members 
Mstep: Class 12 contains 6820 members 
Mstep: Class 13 contains 52975 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 672 members 
Mstep: Class 16 contains 31859 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 18 contains 25525 members 
Mstep: Class 19 contains 50163 members 
Mstep: Class 20 contains 8998 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1083 members 
Mstep: Class 24 contains 656 members 
Mstep: Class 25 contains 4541 members 
Mstep: Class 26 contains 6998 members 
Mstep: Class 27 contains 49090 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 1518 members 
Mstep: Class 30 contains 27287 members 
Mstep: Class 31 contains 3260 members 
Mstep: Class 32 contains 27753 members 
Mstep: Class 33 contains 2991 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 34 clusters Score -8.413637e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 52477 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 4571 members 
Mstep: Class 5 contains 4855 members 
Mstep: Class 6 contains 1702 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 796 members 
Mstep: Class 11 contains 6074 members 
Mstep: Class 12 contains 6773 members 
Mstep: Class 13 contains 53066 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 31702 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 25562 members 
Mstep: Class 19 contains 50578 members 
Mstep: Class 20 contains 8946 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1083 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 4555 members 
Mstep: Class 26 contains 7001 members 
Mstep: Class 27 contains 48941 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1517 members 
Mstep: Class 30 contains 27094 members 
Mstep: Class 31 contains 3299 members 
Mstep: Class 32 contains 27791 members 
Mstep: Class 33 contains 2982 members 
Entering Unmasked Estep 
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Iteration 53Q: 34 clusters Score -8.413785e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 52340 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 4641 members 
Mstep: Class 5 contains 4854 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 332 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 6731 members 
Mstep: Class 13 contains 53164 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 675 members 
Mstep: Class 16 contains 31552 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 25643 members 
Mstep: Class 19 contains 50980 members 
Mstep: Class 20 contains 8905 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1082 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 4560 members 
Mstep: Class 26 contains 7005 members 
Mstep: Class 27 contains 48773 members 
Mstep: Class 28 contains 502 members 
Mstep: Class 29 contains 1518 members 
Mstep: Class 30 contains 26937 members 
Mstep: Class 31 contains 3327 members 
Mstep: Class 32 contains 27833 members 
Mstep: Class 33 contains 2977 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 34 clusters Score -8.413915e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 52158 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 4714 members 
Mstep: Class 5 contains 4862 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 332 members 
Mstep: Class 9 contains 3043 members 
Mstep: Class 10 contains 789 members 
Mstep: Class 11 contains 6085 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 53220 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 31401 members 
Mstep: Class 17 contains 1587 members 
Mstep: Class 18 contains 25757 members 
Mstep: Class 19 contains 51314 members 
Mstep: Class 20 contains 8870 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1080 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 4560 members 
Mstep: Class 26 contains 7019 members 
Mstep: Class 27 contains 48686 members 
Mstep: Class 28 contains 502 members 
Mstep: Class 29 contains 1519 members 
Mstep: Class 30 contains 26832 members 
Mstep: Class 31 contains 3351 members 
Mstep: Class 32 contains 27850 members 
Mstep: Class 33 contains 2974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 34 clusters Score -8.414076e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 52124 members 
Mstep: Class 3 contains 3105 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 4863 members 
Mstep: Class 6 contains 1713 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 332 members 
Mstep: Class 9 contains 3043 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 6685 members 
Mstep: Class 13 contains 53168 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 31269 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 25831 members 
Mstep: Class 19 contains 51641 members 
Mstep: Class 20 contains 8841 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1079 members 
Mstep: Class 24 contains 676 members 
Mstep: Class 25 contains 4565 members 
Mstep: Class 26 contains 7024 members 
Mstep: Class 27 contains 48656 members 
Mstep: Class 28 contains 502 members 
Mstep: Class 29 contains 1519 members 
Mstep: Class 30 contains 26709 members 
Mstep: Class 31 contains 3374 members 
Mstep: Class 32 contains 27889 members 
Mstep: Class 33 contains 2976 members 
Entering Unmasked Estep 
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Iteration 56Q: 34 clusters Score -8.41418e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 52098 members 
Mstep: Class 3 contains 3116 members 
Mstep: Class 4 contains 4885 members 
Mstep: Class 5 contains 4859 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 332 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 6071 members 
Mstep: Class 12 contains 6676 members 
Mstep: Class 13 contains 53037 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 31162 members 
Mstep: Class 17 contains 1578 members 
Mstep: Class 18 contains 25904 members 
Mstep: Class 19 contains 51942 members 
Mstep: Class 20 contains 8811 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1078 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 4569 members 
Mstep: Class 26 contains 7024 members 
Mstep: Class 27 contains 48694 members 
Mstep: Class 28 contains 502 members 
Mstep: Class 29 contains 1521 members 
Mstep: Class 30 contains 26573 members 
Mstep: Class 31 contains 3387 members 
Mstep: Class 32 contains 27937 members 
Mstep: Class 33 contains 2985 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 34 clusters Score -8.414285e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 52142 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 4 contains 4957 members 
Mstep: Class 5 contains 4858 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 332 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 6070 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 52880 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 31055 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 25960 members 
Mstep: Class 19 contains 52205 members 
Mstep: Class 20 contains 8785 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1077 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 4570 members 
Mstep: Class 26 contains 7036 members 
Mstep: Class 27 contains 48757 members 
Mstep: Class 28 contains 502 members 
Mstep: Class 29 contains 1522 members 
Mstep: Class 30 contains 26452 members 
Mstep: Class 31 contains 3393 members 
Mstep: Class 32 contains 27964 members 
Mstep: Class 33 contains 2995 members 
Entering Unmasked Estep 
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Iteration 58Q: 34 clusters Score -8.414362e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 52226 members 
Mstep: Class 3 contains 3132 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 4862 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 332 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 784 members 
Mstep: Class 11 contains 6069 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 52781 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 30944 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 25966 members 
Mstep: Class 19 contains 52476 members 
Mstep: Class 20 contains 8750 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1077 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 4573 members 
Mstep: Class 26 contains 7044 members 
Mstep: Class 27 contains 48786 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 1525 members 
Mstep: Class 30 contains 26365 members 
Mstep: Class 31 contains 3406 members 
Mstep: Class 32 contains 28005 members 
Mstep: Class 33 contains 3001 members 
Entering Unmasked Estep 
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Iteration 59Q: 34 clusters Score -8.414419e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 52260 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 5049 members 
Mstep: Class 5 contains 4874 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 332 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 782 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 52643 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 30860 members 
Mstep: Class 17 contains 1587 members 
Mstep: Class 18 contains 25962 members 
Mstep: Class 19 contains 52751 members 
Mstep: Class 20 contains 8729 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1077 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 4578 members 
Mstep: Class 26 contains 7053 members 
Mstep: Class 27 contains 48845 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 1531 members 
Mstep: Class 30 contains 26256 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 28037 members 
Mstep: Class 33 contains 3012 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 34 clusters Score -8.414498e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 52336 members 
Mstep: Class 3 contains 3154 members 
Mstep: Class 4 contains 5110 members 
Mstep: Class 5 contains 4877 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 3034 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 6058 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 52472 members 
Mstep: Class 14 contains 579 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 30735 members 
Mstep: Class 17 contains 1594 members 
Mstep: Class 18 contains 25939 members 
Mstep: Class 19 contains 53046 members 
Mstep: Class 20 contains 8706 members 
Mstep: Class 21 contains 664 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1077 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 4584 members 
Mstep: Class 26 contains 7056 members 
Mstep: Class 27 contains 48855 members 
Mstep: Class 28 contains 496 members 
Mstep: Class 29 contains 1534 members 
Mstep: Class 30 contains 26192 members 
Mstep: Class 31 contains 3424 members 
Mstep: Class 32 contains 28090 members 
Mstep: Class 33 contains 3030 members 
Entering Unmasked Estep 
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Iteration 61Q: 34 clusters Score -8.414568e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 52316 members 
Mstep: Class 3 contains 3162 members 
Mstep: Class 4 contains 5164 members 
Mstep: Class 5 contains 4874 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 337 members 
Mstep: Class 9 contains 3027 members 
Mstep: Class 10 contains 784 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 52353 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 30596 members 
Mstep: Class 17 contains 1596 members 
Mstep: Class 18 contains 25938 members 
Mstep: Class 19 contains 53306 members 
Mstep: Class 20 contains 8678 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1083 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 7068 members 
Mstep: Class 27 contains 48904 members 
Mstep: Class 28 contains 495 members 
Mstep: Class 29 contains 1537 members 
Mstep: Class 30 contains 26140 members 
Mstep: Class 31 contains 3432 members 
Mstep: Class 32 contains 28178 members 
Mstep: Class 33 contains 3040 members 
Entering Unmasked Estep 
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Iteration 62Q: 34 clusters Score -8.414645e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 52325 members 
Mstep: Class 3 contains 3171 members 
Mstep: Class 4 contains 5227 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 786 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 6639 members 
Mstep: Class 13 contains 52237 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 30479 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 25955 members 
Mstep: Class 19 contains 53491 members 
Mstep: Class 20 contains 8652 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1093 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 7080 members 
Mstep: Class 27 contains 48972 members 
Mstep: Class 28 contains 493 members 
Mstep: Class 29 contains 1536 members 
Mstep: Class 30 contains 26097 members 
Mstep: Class 31 contains 3440 members 
Mstep: Class 32 contains 28183 members 
Mstep: Class 33 contains 3045 members 
Entering Unmasked Estep 
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Iteration 63Q: 34 clusters Score -8.414692e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 52334 members 
Mstep: Class 3 contains 3178 members 
Mstep: Class 4 contains 5288 members 
Mstep: Class 5 contains 4880 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 52196 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 30355 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 18 contains 25962 members 
Mstep: Class 19 contains 53683 members 
Mstep: Class 20 contains 8625 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1098 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 4589 members 
Mstep: Class 26 contains 7089 members 
Mstep: Class 27 contains 48962 members 
Mstep: Class 28 contains 491 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 26071 members 
Mstep: Class 31 contains 3444 members 
Mstep: Class 32 contains 28214 members 
Mstep: Class 33 contains 3052 members 
Entering Unmasked Estep 
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Iteration 64Q: 34 clusters Score -8.414711e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 52385 members 
Mstep: Class 3 contains 3186 members 
Mstep: Class 4 contains 5362 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 335 members 
Mstep: Class 9 contains 3020 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 6056 members 
Mstep: Class 12 contains 6656 members 
Mstep: Class 13 contains 52150 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 30239 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 25956 members 
Mstep: Class 19 contains 53850 members 
Mstep: Class 20 contains 8607 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 696 members 
Mstep: Class 25 contains 4588 members 
Mstep: Class 26 contains 7103 members 
Mstep: Class 27 contains 48949 members 
Mstep: Class 28 contains 492 members 
Mstep: Class 29 contains 1539 members 
Mstep: Class 30 contains 26058 members 
Mstep: Class 31 contains 3449 members 
Mstep: Class 32 contains 28226 members 
Mstep: Class 33 contains 3060 members 
Entering Unmasked Estep 
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Iteration 65Q: 34 clusters Score -8.414776e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 52367 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 5437 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3024 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 52132 members 
Mstep: Class 14 contains 566 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 16 contains 30128 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 26022 members 
Mstep: Class 19 contains 54008 members 
Mstep: Class 20 contains 8577 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 698 members 
Mstep: Class 25 contains 4591 members 
Mstep: Class 26 contains 7115 members 
Mstep: Class 27 contains 48940 members 
Mstep: Class 28 contains 493 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 26027 members 
Mstep: Class 31 contains 3449 members 
Mstep: Class 32 contains 28251 members 
Mstep: Class 33 contains 3068 members 
Entering Unmasked Estep 
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Iteration 66Q: 34 clusters Score -8.414822e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 52327 members 
Mstep: Class 3 contains 3209 members 
Mstep: Class 4 contains 5507 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3026 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 6661 members 
Mstep: Class 13 contains 52110 members 
Mstep: Class 14 contains 561 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 30018 members 
Mstep: Class 17 contains 1620 members 
Mstep: Class 18 contains 26052 members 
Mstep: Class 19 contains 54171 members 
Mstep: Class 20 contains 8556 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 4591 members 
Mstep: Class 26 contains 7124 members 
Mstep: Class 27 contains 48933 members 
Mstep: Class 28 contains 496 members 
Mstep: Class 29 contains 1548 members 
Mstep: Class 30 contains 26038 members 
Mstep: Class 31 contains 3459 members 
Mstep: Class 32 contains 28229 members 
Mstep: Class 33 contains 3070 members 
Entering Unmasked Estep 
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Iteration 67Q: 34 clusters Score -8.414847e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 52330 members 
Mstep: Class 3 contains 3214 members 
Mstep: Class 4 contains 5583 members 
Mstep: Class 5 contains 4906 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 6665 members 
Mstep: Class 13 contains 52044 members 
Mstep: Class 14 contains 555 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 29932 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 26070 members 
Mstep: Class 19 contains 54321 members 
Mstep: Class 20 contains 8534 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 1109 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 4591 members 
Mstep: Class 26 contains 7135 members 
Mstep: Class 27 contains 48962 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 1557 members 
Mstep: Class 30 contains 26003 members 
Mstep: Class 31 contains 3468 members 
Mstep: Class 32 contains 28271 members 
Mstep: Class 33 contains 3072 members 
Entering Unmasked Estep 
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Iteration 68Q: 34 clusters Score -8.414869e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 52332 members 
Mstep: Class 3 contains 3221 members 
Mstep: Class 4 contains 5640 members 
Mstep: Class 5 contains 4913 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 332 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 51956 members 
Mstep: Class 14 contains 551 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 29850 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 26055 members 
Mstep: Class 19 contains 54511 members 
Mstep: Class 20 contains 8526 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 1111 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 4595 members 
Mstep: Class 26 contains 7142 members 
Mstep: Class 27 contains 48992 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 1559 members 
Mstep: Class 30 contains 25983 members 
Mstep: Class 31 contains 3468 members 
Mstep: Class 32 contains 28309 members 
Mstep: Class 33 contains 3071 members 
Entering Unmasked Estep 
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Iteration 69Q: 34 clusters Score -8.414901e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 52304 members 
Mstep: Class 3 contains 3235 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1108 members 
Mstep: Class 8 contains 332 members 
Mstep: Class 9 contains 3021 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6042 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 51897 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 16 contains 29782 members 
Mstep: Class 17 contains 1630 members 
Mstep: Class 18 contains 26033 members 
Mstep: Class 19 contains 54666 members 
Mstep: Class 20 contains 8514 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 1113 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 4606 members 
Mstep: Class 26 contains 7150 members 
Mstep: Class 27 contains 49061 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 25953 members 
Mstep: Class 31 contains 3470 members 
Mstep: Class 32 contains 28352 members 
Mstep: Class 33 contains 3073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84149112.000000 Penalty: 106250.539062
Iteration 70Q: 34 clusters Score -8.414911e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 52291 members 
Mstep: Class 3 contains 3241 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 4927 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 1107 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3020 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6042 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 51845 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 29755 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 25986 members 
Mstep: Class 19 contains 54793 members 
Mstep: Class 20 contains 8508 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 1113 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 4609 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 49137 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 25892 members 
Mstep: Class 31 contains 3476 members 
Mstep: Class 32 contains 28384 members 
Mstep: Class 33 contains 3073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84149168.000000 Penalty: 106250.539062
Iteration 71Q: 34 clusters Score -8.414917e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 52266 members 
Mstep: Class 3 contains 3247 members 
Mstep: Class 4 contains 5788 members 
Mstep: Class 5 contains 4934 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3021 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 12 contains 6669 members 
Mstep: Class 13 contains 51795 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 29725 members 
Mstep: Class 17 contains 1631 members 
Mstep: Class 18 contains 25941 members 
Mstep: Class 19 contains 54906 members 
Mstep: Class 20 contains 8504 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 696 members 
Mstep: Class 25 contains 4610 members 
Mstep: Class 26 contains 7169 members 
Mstep: Class 27 contains 49217 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 25855 members 
Mstep: Class 31 contains 3480 members 
Mstep: Class 32 contains 28395 members 
Mstep: Class 33 contains 3076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84149200.000000 Penalty: 106250.539062
Iteration 72Q: 34 clusters Score -8.41492e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 52233 members 
Mstep: Class 3 contains 3251 members 
Mstep: Class 4 contains 5839 members 
Mstep: Class 5 contains 4937 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 1107 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3018 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6037 members 
Mstep: Class 12 contains 6672 members 
Mstep: Class 13 contains 51728 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 29705 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 25894 members 
Mstep: Class 19 contains 55028 members 
Mstep: Class 20 contains 8504 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 4615 members 
Mstep: Class 26 contains 7182 members 
Mstep: Class 27 contains 49302 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 25814 members 
Mstep: Class 31 contains 3485 members 
Mstep: Class 32 contains 28415 members 
Mstep: Class 33 contains 3083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84149456.000000 Penalty: 106250.539062
Iteration 73Q: 34 clusters Score -8.414946e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 52222 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 4937 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 1107 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3019 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6029 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 51683 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 29662 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 25851 members 
Mstep: Class 19 contains 55153 members 
Mstep: Class 20 contains 8505 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 698 members 
Mstep: Class 25 contains 4621 members 
Mstep: Class 26 contains 7187 members 
Mstep: Class 27 contains 49339 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 25786 members 
Mstep: Class 31 contains 3486 members 
Mstep: Class 32 contains 28449 members 
Mstep: Class 33 contains 3089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84149400.000000 Penalty: 106250.539062
Iteration 74Q: 34 clusters Score -8.41494e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 52176 members 
Mstep: Class 3 contains 3260 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 4938 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 1107 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3017 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6684 members 
Mstep: Class 13 contains 51643 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 29648 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 25822 members 
Mstep: Class 19 contains 55261 members 
Mstep: Class 20 contains 8505 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4626 members 
Mstep: Class 26 contains 7196 members 
Mstep: Class 27 contains 49392 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1584 members 
Mstep: Class 30 contains 25748 members 
Mstep: Class 31 contains 3484 members 
Mstep: Class 32 contains 28467 members 
Mstep: Class 33 contains 3091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84149440.000000 Penalty: 106250.539062
Iteration 75Q: 34 clusters Score -8.414944e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 52155 members 
Mstep: Class 3 contains 3268 members 
Mstep: Class 4 contains 5974 members 
Mstep: Class 5 contains 4940 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3019 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6687 members 
Mstep: Class 13 contains 51599 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 29647 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 25782 members 
Mstep: Class 19 contains 55340 members 
Mstep: Class 20 contains 8505 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1111 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4629 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 49459 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1590 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 3485 members 
Mstep: Class 32 contains 28482 members 
Mstep: Class 33 contains 3095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84149448.000000 Penalty: 106250.539062
Iteration 76Q: 34 clusters Score -8.414945e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 52126 members 
Mstep: Class 3 contains 3270 members 
Mstep: Class 4 contains 6012 members 
Mstep: Class 5 contains 4939 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 6687 members 
Mstep: Class 13 contains 51554 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 29637 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 25742 members 
Mstep: Class 19 contains 55425 members 
Mstep: Class 20 contains 8501 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1108 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4630 members 
Mstep: Class 26 contains 7213 members 
Mstep: Class 27 contains 49539 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 25647 members 
Mstep: Class 31 contains 3482 members 
Mstep: Class 32 contains 28507 members 
Mstep: Class 33 contains 3098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84149352.000000 Penalty: 106250.539062
Iteration 77Q: 34 clusters Score -8.414935e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 52079 members 
Mstep: Class 3 contains 3274 members 
Mstep: Class 4 contains 6048 members 
Mstep: Class 5 contains 4941 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3023 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 51565 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 29629 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 25734 members 
Mstep: Class 19 contains 55495 members 
Mstep: Class 20 contains 8502 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4631 members 
Mstep: Class 26 contains 7221 members 
Mstep: Class 27 contains 49567 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1600 members 
Mstep: Class 30 contains 25583 members 
Mstep: Class 31 contains 3482 members 
Mstep: Class 32 contains 28535 members 
Mstep: Class 33 contains 3101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84149536.000000 Penalty: 106250.539062
Iteration 78Q: 34 clusters Score -8.414954e+07 nChanged 1412
Entering ConstructFrom: 
Score: -84149536.000000 Penalty: 106250.539062
Entering ConstructFrom: 
Trying to split cluster 1 (47822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Entering Unmasked Estep 
Score: -9304604.000000 Penalty: 2672.259766
	Iteration 0F: 2 clusters Score -9304604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -9289222.000000 Penalty: 5344.519531
	Iteration 0F: 3 clusters Score -9289222 nChanged 21952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -9301266.000000 Penalty: 5344.519531
	Iteration 1F: 3 clusters Score -9301266 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -9301905.000000 Penalty: 5344.519531
	Iteration 2Q: 3 clusters Score -9301905 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -9302664.000000 Penalty: 5344.519531
	Iteration 3Q: 3 clusters Score -9302664 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -9303680.000000 Penalty: 5344.519531
	Iteration 4F: 3 clusters Score -9303680 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -9304817.000000 Penalty: 5344.519531
	Iteration 5F: 3 clusters Score -9304817 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -9306347.000000 Penalty: 5344.519531
	Iteration 6F: 3 clusters Score -9306347 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -9308063.000000 Penalty: 5344.519531
	Iteration 7F: 3 clusters Score -9308063 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -9309666.000000 Penalty: 5344.519531
	Iteration 8F: 3 clusters Score -9309666 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -9310682.000000 Penalty: 5344.519531
	Iteration 9F: 3 clusters Score -9310682 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -9311205.000000 Penalty: 5344.519531
	Iteration 10Q: 3 clusters Score -9311205 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -9311414.000000 Penalty: 5344.519531
	Iteration 11Q: 3 clusters Score -9311414 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -9311482.000000 Penalty: 5344.519531
	Iteration 12Q: 3 clusters Score -9311482 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -9311554.000000 Penalty: 5344.519531
	Iteration 13Q: 3 clusters Score -9311554 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -9311658.000000 Penalty: 5344.519531
	Iteration 14Q: 3 clusters Score -9311658 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -9311759.000000 Penalty: 5344.519531
	Iteration 15Q: 3 clusters Score -9311759 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -9311871.000000 Penalty: 5344.519531
	Iteration 16Q: 3 clusters Score -9311871 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -9311954.000000 Penalty: 5344.519531
	Iteration 17Q: 3 clusters Score -9311954 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -9312057.000000 Penalty: 5344.519531
	Iteration 18Q: 3 clusters Score -9312057 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -9312206.000000 Penalty: 5344.519531
	Iteration 19Q: 3 clusters Score -9312206 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -9312355.000000 Penalty: 5344.519531
	Iteration 20F: 3 clusters Score -9312355 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -9312480.000000 Penalty: 5344.519531
	Iteration 21Q: 3 clusters Score -9312480 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -9312597.000000 Penalty: 5344.519531
	Iteration 22Q: 3 clusters Score -9312597 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -9312725.000000 Penalty: 5344.519531
	Iteration 23Q: 3 clusters Score -9312725 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -9312839.000000 Penalty: 5344.519531
	Iteration 24Q: 3 clusters Score -9312839 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -9312928.000000 Penalty: 5344.519531
	Iteration 25Q: 3 clusters Score -9312928 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -9312999.000000 Penalty: 5344.519531
	Iteration 26Q: 3 clusters Score -9312999 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -9313121.000000 Penalty: 5344.519531
	Iteration 27Q: 3 clusters Score -9313121 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -9313212.000000 Penalty: 5344.519531
	Iteration 28Q: 3 clusters Score -9313212 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -9313281.000000 Penalty: 5344.519531
	Iteration 29Q: 3 clusters Score -9313281 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -9313323.000000 Penalty: 5344.519531
	Iteration 30Q: 3 clusters Score -9313323 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -9313364.000000 Penalty: 5344.519531
	Iteration 31Q: 3 clusters Score -9313364 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -9313386.000000 Penalty: 5344.519531
	Iteration 32Q: 3 clusters Score -9313386 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -9313456.000000 Penalty: 5344.519531
	Iteration 33Q: 3 clusters Score -9313456 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -9313468.000000 Penalty: 5344.519531
	Iteration 34Q: 3 clusters Score -9313468 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -9313526.000000 Penalty: 5344.519531
	Iteration 35Q: 3 clusters Score -9313526 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -9313560.000000 Penalty: 5344.519531
	Iteration 36Q: 3 clusters Score -9313560 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -9313599.000000 Penalty: 5344.519531
	Iteration 37Q: 3 clusters Score -9313599 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -9313629.000000 Penalty: 5344.519531
	Iteration 38Q: 3 clusters Score -9313629 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -9313676.000000 Penalty: 5344.519531
	Iteration 39Q: 3 clusters Score -9313676 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -9313708.000000 Penalty: 5344.519531
	Iteration 40F: 3 clusters Score -9313708 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -9313744.000000 Penalty: 5344.519531
	Iteration 41Q: 3 clusters Score -9313744 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -9313738.000000 Penalty: 5344.519531
	Iteration 42Q: 3 clusters Score -9313738 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -9313772.000000 Penalty: 5344.519531
	Iteration 43Q: 3 clusters Score -9313772 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -9313778.000000 Penalty: 5344.519531
	Iteration 44Q: 3 clusters Score -9313778 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -9313829.000000 Penalty: 5344.519531
	Iteration 45Q: 3 clusters Score -9313829 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -9313829.000000 Penalty: 5344.519531
	Iteration 46Q: 3 clusters Score -9313829 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -9313853.000000 Penalty: 5344.519531
	Iteration 47Q: 3 clusters Score -9313853 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -9313877.000000 Penalty: 5344.519531
	Iteration 48Q: 3 clusters Score -9313877 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -9313906.000000 Penalty: 5344.519531
	Iteration 49Q: 3 clusters Score -9313906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -9313921.000000 Penalty: 5344.519531
	Iteration 50Q: 3 clusters Score -9313921 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -9313906.000000 Penalty: 5344.519531
	Iteration 51Q: 3 clusters Score -9313906 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -9313910.000000 Penalty: 5344.519531
	Iteration 52Q: 3 clusters Score -9313910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -9313933.000000 Penalty: 5344.519531
	Iteration 53Q: 3 clusters Score -9313933 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -9313956.000000 Penalty: 5344.519531
	Iteration 54Q: 3 clusters Score -9313956 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -9313989.000000 Penalty: 5344.519531
	Iteration 55Q: 3 clusters Score -9313989 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -9313993.000000 Penalty: 5344.519531
	Iteration 56Q: 3 clusters Score -9313993 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -9313994.000000 Penalty: 5344.519531
	Iteration 57Q: 3 clusters Score -9313994 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -9313989.000000 Penalty: 5344.519531
	Iteration 58Q: 3 clusters Score -9313989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -9314000.000000 Penalty: 5344.519531
	Iteration 59Q: 3 clusters Score -9314000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -9314019.000000 Penalty: 5344.519531
	Iteration 60F: 3 clusters Score -9314019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -9314021.000000 Penalty: 5344.519531
	Iteration 61Q: 3 clusters Score -9314021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -9314012.000000 Penalty: 5344.519531
	Iteration 62Q: 3 clusters Score -9314012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -9314013.000000 Penalty: 5344.519531
	Iteration 63Q: 3 clusters Score -9314013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -9314011.000000 Penalty: 5344.519531
	Iteration 64Q: 3 clusters Score -9314011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -9313997.000000 Penalty: 5344.519531
	Iteration 65Q: 3 clusters Score -9313997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -9313998.000000 Penalty: 5344.519531
	Iteration 66Q: 3 clusters Score -9313998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -9313996.000000 Penalty: 5344.519531
	Iteration 67Q: 3 clusters Score -9313996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -9313993.000000 Penalty: 5344.519531
	Iteration 68Q: 3 clusters Score -9313993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -9314002.000000 Penalty: 5344.519531
	Iteration 69Q: 3 clusters Score -9314002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -9313995.000000 Penalty: 5344.519531
	Iteration 70Q: 3 clusters Score -9313995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -9313995.000000 Penalty: 5344.519531
	Iteration 71Q: 3 clusters Score -9313995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -9313997.000000 Penalty: 5344.519531
	Iteration 72Q: 3 clusters Score -9313997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -9314003.000000 Penalty: 5344.519531
	Iteration 73Q: 3 clusters Score -9314003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -9314002.000000 Penalty: 5344.519531
	Iteration 74Q: 3 clusters Score -9314002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -9314000.000000 Penalty: 5344.519531
	Iteration 75Q: 3 clusters Score -9314000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -9314016.000000 Penalty: 5344.519531
	Iteration 76Q: 3 clusters Score -9314016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -9314009.000000 Penalty: 5344.519531
	Iteration 77Q: 3 clusters Score -9314009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -9314011.000000 Penalty: 5344.519531
	Iteration 78Q: 3 clusters Score -9314011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -9313998.000000 Penalty: 5344.519531
	Iteration 79Q: 3 clusters Score -9313998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -9314008.000000 Penalty: 5344.519531
	Iteration 80F: 3 clusters Score -9314008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -9314001.000000 Penalty: 5344.519531
	Iteration 81Q: 3 clusters Score -9314001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -9313993.000000 Penalty: 5344.519531
	Iteration 82Q: 3 clusters Score -9313993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -9314007.000000 Penalty: 5344.519531
	Iteration 83Q: 3 clusters Score -9314007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -9314015.000000 Penalty: 5344.519531
	Iteration 84Q: 3 clusters Score -9314015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -9314020.000000 Penalty: 5344.519531
	Iteration 85Q: 3 clusters Score -9314020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -9314016.000000 Penalty: 5344.519531
	Iteration 86Q: 3 clusters Score -9314016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -9314006.000000 Penalty: 5344.519531
	Iteration 87Q: 3 clusters Score -9314006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -9313995.000000 Penalty: 5344.519531
	Iteration 88Q: 3 clusters Score -9313995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -9313989.000000 Penalty: 5344.519531
	Iteration 89Q: 3 clusters Score -9313989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -9314001.000000 Penalty: 5344.519531
	Iteration 90Q: 3 clusters Score -9314001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -9314008.000000 Penalty: 5344.519531
	Iteration 91Q: 3 clusters Score -9314008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -9314009.000000 Penalty: 5344.519531
	Iteration 92Q: 3 clusters Score -9314009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -9314011.000000 Penalty: 5344.519531
	Iteration 93Q: 3 clusters Score -9314011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -9314012.000000 Penalty: 5344.519531
	Iteration 94Q: 3 clusters Score -9314012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -9314009.000000 Penalty: 5344.519531
	Iteration 95Q: 3 clusters Score -9314009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -9314003.000000 Penalty: 5344.519531
	Iteration 96Q: 3 clusters Score -9314003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -9314003.000000 Penalty: 5344.519531
	Iteration 97Q: 3 clusters Score -9314003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -9314011.000000 Penalty: 5344.519531
	Iteration 98Q: 3 clusters Score -9314011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -9314011.000000 Penalty: 5344.519531
	Iteration 99F: 3 clusters Score -9314011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 52060 members 
Mstep: Class 3 contains 3275 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 51582 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Entering Unmasked Estep 
Score: -84158736.000000 Penalty: 109470.250000
Splitting cluster 1 changes total score from -84149536.000000 to -84158736.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 2 (52060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Entering Unmasked Estep 
Score: -10172008.000000 Penalty: 2693.317871
	Iteration 0F: 2 clusters Score -1.017201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -10158055.000000 Penalty: 5386.635742
	Iteration 0F: 3 clusters Score -1.015806e+07 nChanged 24313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -10171600.000000 Penalty: 5386.635742
	Iteration 1F: 3 clusters Score -1.01716e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -10172053.000000 Penalty: 5386.635742
	Iteration 2Q: 3 clusters Score -1.017205e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -10172505.000000 Penalty: 5386.635742
	Iteration 3Q: 3 clusters Score -1.01725e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -10172999.000000 Penalty: 5386.635742
	Iteration 4Q: 3 clusters Score -1.0173e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -10173712.000000 Penalty: 5386.635742
	Iteration 5Q: 3 clusters Score -1.017371e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -10174429.000000 Penalty: 5386.635742
	Iteration 6Q: 3 clusters Score -1.017443e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -10175670.000000 Penalty: 5386.635742
	Iteration 7F: 3 clusters Score -1.017567e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -10177305.000000 Penalty: 5386.635742
	Iteration 8F: 3 clusters Score -1.01773e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -10179253.000000 Penalty: 5386.635742
	Iteration 9F: 3 clusters Score -1.017925e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -10180640.000000 Penalty: 5386.635742
	Iteration 10F: 3 clusters Score -1.018064e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -10181118.000000 Penalty: 5386.635742
	Iteration 11Q: 3 clusters Score -1.018112e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -10181243.000000 Penalty: 5386.635742
	Iteration 12Q: 3 clusters Score -1.018124e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -10181330.000000 Penalty: 5386.635742
	Iteration 13Q: 3 clusters Score -1.018133e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -10181353.000000 Penalty: 5386.635742
	Iteration 14Q: 3 clusters Score -1.018135e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -10181322.000000 Penalty: 5386.635742
	Iteration 15Q: 3 clusters Score -1.018132e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -10181314.000000 Penalty: 5386.635742
	Iteration 16Q: 3 clusters Score -1.018131e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -10181340.000000 Penalty: 5386.635742
	Iteration 17Q: 3 clusters Score -1.018134e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -10181289.000000 Penalty: 5386.635742
	Iteration 18Q: 3 clusters Score -1.018129e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -10181281.000000 Penalty: 5386.635742
	Iteration 19Q: 3 clusters Score -1.018128e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -10181211.000000 Penalty: 5386.635742
	Iteration 20F: 3 clusters Score -1.018121e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -10181193.000000 Penalty: 5386.635742
	Iteration 21Q: 3 clusters Score -1.018119e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -10181233.000000 Penalty: 5386.635742
	Iteration 22Q: 3 clusters Score -1.018123e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -10181257.000000 Penalty: 5386.635742
	Iteration 23Q: 3 clusters Score -1.018126e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -10181256.000000 Penalty: 5386.635742
	Iteration 24Q: 3 clusters Score -1.018126e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -10181276.000000 Penalty: 5386.635742
	Iteration 25Q: 3 clusters Score -1.018128e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -10181289.000000 Penalty: 5386.635742
	Iteration 26Q: 3 clusters Score -1.018129e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -10181330.000000 Penalty: 5386.635742
	Iteration 27Q: 3 clusters Score -1.018133e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -10181329.000000 Penalty: 5386.635742
	Iteration 28Q: 3 clusters Score -1.018133e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -10181346.000000 Penalty: 5386.635742
	Iteration 29Q: 3 clusters Score -1.018135e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -10181414.000000 Penalty: 5386.635742
	Iteration 30Q: 3 clusters Score -1.018141e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -10181405.000000 Penalty: 5386.635742
	Iteration 31Q: 3 clusters Score -1.01814e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -10181423.000000 Penalty: 5386.635742
	Iteration 32Q: 3 clusters Score -1.018142e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -10181448.000000 Penalty: 5386.635742
	Iteration 33Q: 3 clusters Score -1.018145e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -10181446.000000 Penalty: 5386.635742
	Iteration 34Q: 3 clusters Score -1.018145e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -10181459.000000 Penalty: 5386.635742
	Iteration 35Q: 3 clusters Score -1.018146e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -10181460.000000 Penalty: 5386.635742
	Iteration 36Q: 3 clusters Score -1.018146e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -10181424.000000 Penalty: 5386.635742
	Iteration 37Q: 3 clusters Score -1.018142e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -10181446.000000 Penalty: 5386.635742
	Iteration 38Q: 3 clusters Score -1.018145e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -10181469.000000 Penalty: 5386.635742
	Iteration 39Q: 3 clusters Score -1.018147e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -10181449.000000 Penalty: 5386.635742
	Iteration 40F: 3 clusters Score -1.018145e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -10181488.000000 Penalty: 5386.635742
	Iteration 41Q: 3 clusters Score -1.018149e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -10181535.000000 Penalty: 5386.635742
	Iteration 42Q: 3 clusters Score -1.018154e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -10181529.000000 Penalty: 5386.635742
	Iteration 43Q: 3 clusters Score -1.018153e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -10181522.000000 Penalty: 5386.635742
	Iteration 44Q: 3 clusters Score -1.018152e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -10181536.000000 Penalty: 5386.635742
	Iteration 45Q: 3 clusters Score -1.018154e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -10181553.000000 Penalty: 5386.635742
	Iteration 46Q: 3 clusters Score -1.018155e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -10181537.000000 Penalty: 5386.635742
	Iteration 47Q: 3 clusters Score -1.018154e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -10181575.000000 Penalty: 5386.635742
	Iteration 48Q: 3 clusters Score -1.018158e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -10181617.000000 Penalty: 5386.635742
	Iteration 49Q: 3 clusters Score -1.018162e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -10181644.000000 Penalty: 5386.635742
	Iteration 50Q: 3 clusters Score -1.018164e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -10181680.000000 Penalty: 5386.635742
	Iteration 51Q: 3 clusters Score -1.018168e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -10181707.000000 Penalty: 5386.635742
	Iteration 52Q: 3 clusters Score -1.018171e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -10181740.000000 Penalty: 5386.635742
	Iteration 53Q: 3 clusters Score -1.018174e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -10181724.000000 Penalty: 5386.635742
	Iteration 54Q: 3 clusters Score -1.018172e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -10181734.000000 Penalty: 5386.635742
	Iteration 55Q: 3 clusters Score -1.018173e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -10181739.000000 Penalty: 5386.635742
	Iteration 56Q: 3 clusters Score -1.018174e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -10181739.000000 Penalty: 5386.635742
	Iteration 57Q: 3 clusters Score -1.018174e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -10181767.000000 Penalty: 5386.635742
	Iteration 58Q: 3 clusters Score -1.018177e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -10181805.000000 Penalty: 5386.635742
	Iteration 59Q: 3 clusters Score -1.01818e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -10181782.000000 Penalty: 5386.635742
	Iteration 60F: 3 clusters Score -1.018178e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -10181765.000000 Penalty: 5386.635742
	Iteration 61Q: 3 clusters Score -1.018176e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -10181752.000000 Penalty: 5386.635742
	Iteration 62Q: 3 clusters Score -1.018175e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -10181756.000000 Penalty: 5386.635742
	Iteration 63Q: 3 clusters Score -1.018176e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -10181774.000000 Penalty: 5386.635742
	Iteration 64Q: 3 clusters Score -1.018177e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -10181758.000000 Penalty: 5386.635742
	Iteration 65Q: 3 clusters Score -1.018176e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -10181762.000000 Penalty: 5386.635742
	Iteration 66Q: 3 clusters Score -1.018176e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -10181797.000000 Penalty: 5386.635742
	Iteration 67Q: 3 clusters Score -1.01818e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -10181800.000000 Penalty: 5386.635742
	Iteration 68Q: 3 clusters Score -1.01818e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -10181813.000000 Penalty: 5386.635742
	Iteration 69Q: 3 clusters Score -1.018181e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -10181835.000000 Penalty: 5386.635742
	Iteration 70Q: 3 clusters Score -1.018184e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -10181834.000000 Penalty: 5386.635742
	Iteration 71Q: 3 clusters Score -1.018183e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -10181849.000000 Penalty: 5386.635742
	Iteration 72Q: 3 clusters Score -1.018185e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -10181838.000000 Penalty: 5386.635742
	Iteration 73Q: 3 clusters Score -1.018184e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -10181842.000000 Penalty: 5386.635742
	Iteration 74Q: 3 clusters Score -1.018184e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -10181835.000000 Penalty: 5386.635742
	Iteration 75Q: 3 clusters Score -1.018184e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -10181847.000000 Penalty: 5386.635742
	Iteration 76Q: 3 clusters Score -1.018185e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -10181858.000000 Penalty: 5386.635742
	Iteration 77Q: 3 clusters Score -1.018186e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -10181882.000000 Penalty: 5386.635742
	Iteration 78Q: 3 clusters Score -1.018188e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -10181868.000000 Penalty: 5386.635742
	Iteration 79Q: 3 clusters Score -1.018187e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -10181885.000000 Penalty: 5386.635742
	Iteration 80F: 3 clusters Score -1.018188e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -10181893.000000 Penalty: 5386.635742
	Iteration 81Q: 3 clusters Score -1.018189e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -10181885.000000 Penalty: 5386.635742
	Iteration 82Q: 3 clusters Score -1.018188e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -10181883.000000 Penalty: 5386.635742
	Iteration 83Q: 3 clusters Score -1.018188e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -10181892.000000 Penalty: 5386.635742
	Iteration 84Q: 3 clusters Score -1.018189e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -10181884.000000 Penalty: 5386.635742
	Iteration 85Q: 3 clusters Score -1.018188e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -10181884.000000 Penalty: 5386.635742
	Iteration 86Q: 3 clusters Score -1.018188e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -10181904.000000 Penalty: 5386.635742
	Iteration 87Q: 3 clusters Score -1.01819e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -10181911.000000 Penalty: 5386.635742
	Iteration 88Q: 3 clusters Score -1.018191e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -10181902.000000 Penalty: 5386.635742
	Iteration 89Q: 3 clusters Score -1.01819e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -10181911.000000 Penalty: 5386.635742
	Iteration 90Q: 3 clusters Score -1.018191e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -10181931.000000 Penalty: 5386.635742
	Iteration 91Q: 3 clusters Score -1.018193e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -10181923.000000 Penalty: 5386.635742
	Iteration 92Q: 3 clusters Score -1.018192e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -10181909.000000 Penalty: 5386.635742
	Iteration 93Q: 3 clusters Score -1.018191e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -10181926.000000 Penalty: 5386.635742
	Iteration 94Q: 3 clusters Score -1.018193e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -10181938.000000 Penalty: 5386.635742
	Iteration 95Q: 3 clusters Score -1.018194e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -10181934.000000 Penalty: 5386.635742
	Iteration 96Q: 3 clusters Score -1.018193e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -10181924.000000 Penalty: 5386.635742
	Iteration 97Q: 3 clusters Score -1.018192e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -10181945.000000 Penalty: 5386.635742
	Iteration 98Q: 3 clusters Score -1.018194e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -10181953.000000 Penalty: 5386.635742
	Iteration 99Q: 3 clusters Score -1.018195e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -10181952.000000 Penalty: 5386.635742
	Iteration 100F: 3 clusters Score -1.018195e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -10181967.000000 Penalty: 5386.635742
	Iteration 101Q: 3 clusters Score -1.018197e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -10181967.000000 Penalty: 5386.635742
	Iteration 102Q: 3 clusters Score -1.018197e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -10181954.000000 Penalty: 5386.635742
	Iteration 103Q: 3 clusters Score -1.018195e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -10181932.000000 Penalty: 5386.635742
	Iteration 104Q: 3 clusters Score -1.018193e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -10181909.000000 Penalty: 5386.635742
	Iteration 105Q: 3 clusters Score -1.018191e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -10181893.000000 Penalty: 5386.635742
	Iteration 106Q: 3 clusters Score -1.018189e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -10181923.000000 Penalty: 5386.635742
	Iteration 107Q: 3 clusters Score -1.018192e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -10181921.000000 Penalty: 5386.635742
	Iteration 108Q: 3 clusters Score -1.018192e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -10181920.000000 Penalty: 5386.635742
	Iteration 109Q: 3 clusters Score -1.018192e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -10181901.000000 Penalty: 5386.635742
	Iteration 110Q: 3 clusters Score -1.01819e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -10181907.000000 Penalty: 5386.635742
	Iteration 111Q: 3 clusters Score -1.018191e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -10181910.000000 Penalty: 5386.635742
	Iteration 112Q: 3 clusters Score -1.018191e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -10181908.000000 Penalty: 5386.635742
	Iteration 113Q: 3 clusters Score -1.018191e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -10181913.000000 Penalty: 5386.635742
	Iteration 114Q: 3 clusters Score -1.018191e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -10181910.000000 Penalty: 5386.635742
	Iteration 115Q: 3 clusters Score -1.018191e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -10181907.000000 Penalty: 5386.635742
	Iteration 116Q: 3 clusters Score -1.018191e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -10181900.000000 Penalty: 5386.635742
	Iteration 117Q: 3 clusters Score -1.01819e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -10181895.000000 Penalty: 5386.635742
	Iteration 118Q: 3 clusters Score -1.01819e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -10181909.000000 Penalty: 5386.635742
	Iteration 119Q: 3 clusters Score -1.018191e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -10181927.000000 Penalty: 5386.635742
	Iteration 120F: 3 clusters Score -1.018193e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -10181929.000000 Penalty: 5386.635742
	Iteration 121Q: 3 clusters Score -1.018193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -10181941.000000 Penalty: 5386.635742
	Iteration 122Q: 3 clusters Score -1.018194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -10181936.000000 Penalty: 5386.635742
	Iteration 123Q: 3 clusters Score -1.018194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -10181930.000000 Penalty: 5386.635742
	Iteration 124Q: 3 clusters Score -1.018193e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -10181930.000000 Penalty: 5386.635742
	Iteration 125Q: 3 clusters Score -1.018193e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -10181951.000000 Penalty: 5386.635742
	Iteration 126Q: 3 clusters Score -1.018195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -10181948.000000 Penalty: 5386.635742
	Iteration 127Q: 3 clusters Score -1.018195e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -10181954.000000 Penalty: 5386.635742
	Iteration 128Q: 3 clusters Score -1.018195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -10181945.000000 Penalty: 5386.635742
	Iteration 129Q: 3 clusters Score -1.018194e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -10181941.000000 Penalty: 5386.635742
	Iteration 130Q: 3 clusters Score -1.018194e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -10181945.000000 Penalty: 5386.635742
	Iteration 131Q: 3 clusters Score -1.018194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -10181931.000000 Penalty: 5386.635742
	Iteration 132Q: 3 clusters Score -1.018193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -10181940.000000 Penalty: 5386.635742
	Iteration 133Q: 3 clusters Score -1.018194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -10181950.000000 Penalty: 5386.635742
	Iteration 134Q: 3 clusters Score -1.018195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -10181960.000000 Penalty: 5386.635742
	Iteration 135Q: 3 clusters Score -1.018196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -10181967.000000 Penalty: 5386.635742
	Iteration 136Q: 3 clusters Score -1.018197e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -10181943.000000 Penalty: 5386.635742
	Iteration 137Q: 3 clusters Score -1.018194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -10181945.000000 Penalty: 5386.635742
	Iteration 138Q: 3 clusters Score -1.018194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -10181931.000000 Penalty: 5386.635742
	Iteration 139Q: 3 clusters Score -1.018193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -10181935.000000 Penalty: 5386.635742
	Iteration 140F: 3 clusters Score -1.018194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -10181937.000000 Penalty: 5386.635742
	Iteration 141Q: 3 clusters Score -1.018194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -10181949.000000 Penalty: 5386.635742
	Iteration 142Q: 3 clusters Score -1.018195e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -10181932.000000 Penalty: 5386.635742
	Iteration 143Q: 3 clusters Score -1.018193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -10181931.000000 Penalty: 5386.635742
	Iteration 144Q: 3 clusters Score -1.018193e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -10181927.000000 Penalty: 5386.635742
	Iteration 145Q: 3 clusters Score -1.018193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -10181918.000000 Penalty: 5386.635742
	Iteration 146Q: 3 clusters Score -1.018192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -10181910.000000 Penalty: 5386.635742
	Iteration 147Q: 3 clusters Score -1.018191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -10181903.000000 Penalty: 5386.635742
	Iteration 148Q: 3 clusters Score -1.01819e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -10181910.000000 Penalty: 5386.635742
	Iteration 149Q: 3 clusters Score -1.018191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -10181907.000000 Penalty: 5386.635742
	Iteration 150Q: 3 clusters Score -1.018191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -10181914.000000 Penalty: 5386.635742
	Iteration 151Q: 3 clusters Score -1.018191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -10181923.000000 Penalty: 5386.635742
	Iteration 152Q: 3 clusters Score -1.018192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -10181906.000000 Penalty: 5386.635742
	Iteration 153Q: 3 clusters Score -1.018191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -10181928.000000 Penalty: 5386.635742
	Iteration 154Q: 3 clusters Score -1.018193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -10181922.000000 Penalty: 5386.635742
	Iteration 155Q: 3 clusters Score -1.018192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -10181925.000000 Penalty: 5386.635742
	Iteration 156Q: 3 clusters Score -1.018192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -10181927.000000 Penalty: 5386.635742
	Iteration 157Q: 3 clusters Score -1.018193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -10181933.000000 Penalty: 5386.635742
	Iteration 158Q: 3 clusters Score -1.018193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -10181936.000000 Penalty: 5386.635742
	Iteration 159Q: 3 clusters Score -1.018194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -10181931.000000 Penalty: 5386.635742
	Iteration 160F: 3 clusters Score -1.018193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 3275 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 51582 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Entering Unmasked Estep 
Score: -84168440.000000 Penalty: 112689.960938
Splitting cluster 2 changes total score from -84149536.000000 to -84168440.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 3 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -592096.250000 Penalty: 2007.330200
	Iteration 0F: 2 clusters Score -592096.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -588819.250000 Penalty: 4014.660400
	Iteration 0F: 3 clusters Score -588819.2 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -590015.437500 Penalty: 4014.660400
	Iteration 1F: 3 clusters Score -590015.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -590972.687500 Penalty: 4014.660400
	Iteration 2F: 3 clusters Score -590972.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -591805.437500 Penalty: 4014.660400
	Iteration 3F: 3 clusters Score -591805.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -592381.750000 Penalty: 4014.660400
	Iteration 4F: 3 clusters Score -592381.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -592639.437500 Penalty: 4014.660400
	Iteration 5F: 3 clusters Score -592639.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -592773.312500 Penalty: 4014.660400
	Iteration 6Q: 3 clusters Score -592773.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -592835.687500 Penalty: 4014.660400
	Iteration 7Q: 3 clusters Score -592835.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -592869.812500 Penalty: 4014.660400
	Iteration 8Q: 3 clusters Score -592869.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -592892.812500 Penalty: 4014.660400
	Iteration 9Q: 3 clusters Score -592892.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -592903.000000 Penalty: 4014.660400
	Iteration 10Q: 3 clusters Score -592903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -592916.125000 Penalty: 4014.660400
	Iteration 11Q: 3 clusters Score -592916.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -592929.437500 Penalty: 4014.660400
	Iteration 12Q: 3 clusters Score -592929.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -592948.000000 Penalty: 4014.660400
	Iteration 13Q: 3 clusters Score -592948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -592956.000000 Penalty: 4014.660400
	Iteration 14Q: 3 clusters Score -592956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -592965.875000 Penalty: 4014.660400
	Iteration 15Q: 3 clusters Score -592965.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -592970.562500 Penalty: 4014.660400
	Iteration 16Q: 3 clusters Score -592970.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -592982.062500 Penalty: 4014.660400
	Iteration 17Q: 3 clusters Score -592982.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -592990.125000 Penalty: 4014.660400
	Iteration 18Q: 3 clusters Score -592990.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -592994.562500 Penalty: 4014.660400
	Iteration 19Q: 3 clusters Score -592994.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -593001.625000 Penalty: 4014.660400
	Iteration 20F: 3 clusters Score -593001.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -593006.500000 Penalty: 4014.660400
	Iteration 21Q: 3 clusters Score -593006.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -593011.375000 Penalty: 4014.660400
	Iteration 22Q: 3 clusters Score -593011.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -593015.562500 Penalty: 4014.660400
	Iteration 23Q: 3 clusters Score -593015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -593015.812500 Penalty: 4014.660400
	Iteration 24Q: 3 clusters Score -593015.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -593019.625000 Penalty: 4014.660400
	Iteration 25Q: 3 clusters Score -593019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -593020.875000 Penalty: 4014.660400
	Iteration 26Q: 3 clusters Score -593020.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -593022.562500 Penalty: 4014.660400
	Iteration 27Q: 3 clusters Score -593022.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -593024.875000 Penalty: 4014.660400
	Iteration 28Q: 3 clusters Score -593024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -593025.187500 Penalty: 4014.660400
	Iteration 29Q: 3 clusters Score -593025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -593027.687500 Penalty: 4014.660400
	Iteration 30Q: 3 clusters Score -593027.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -593034.750000 Penalty: 4014.660400
	Iteration 31Q: 3 clusters Score -593034.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -593038.500000 Penalty: 4014.660400
	Iteration 32Q: 3 clusters Score -593038.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -593042.812500 Penalty: 4014.660400
	Iteration 33Q: 3 clusters Score -593042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -593054.000000 Penalty: 4014.660400
	Iteration 34Q: 3 clusters Score -593054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -593057.000000 Penalty: 4014.660400
	Iteration 35Q: 3 clusters Score -593057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -593061.500000 Penalty: 4014.660400
	Iteration 36Q: 3 clusters Score -593061.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -593067.375000 Penalty: 4014.660400
	Iteration 37Q: 3 clusters Score -593067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -593070.000000 Penalty: 4014.660400
	Iteration 38Q: 3 clusters Score -593070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -593074.187500 Penalty: 4014.660400
	Iteration 39Q: 3 clusters Score -593074.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -593080.312500 Penalty: 4014.660400
	Iteration 40F: 3 clusters Score -593080.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -593084.250000 Penalty: 4014.660400
	Iteration 41Q: 3 clusters Score -593084.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -593088.625000 Penalty: 4014.660400
	Iteration 42Q: 3 clusters Score -593088.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -593092.812500 Penalty: 4014.660400
	Iteration 43Q: 3 clusters Score -593092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -593096.500000 Penalty: 4014.660400
	Iteration 44Q: 3 clusters Score -593096.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -593099.250000 Penalty: 4014.660400
	Iteration 45Q: 3 clusters Score -593099.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -593101.000000 Penalty: 4014.660400
	Iteration 46Q: 3 clusters Score -593101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -593104.625000 Penalty: 4014.660400
	Iteration 47Q: 3 clusters Score -593104.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -593107.312500 Penalty: 4014.660400
	Iteration 48Q: 3 clusters Score -593107.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -593110.500000 Penalty: 4014.660400
	Iteration 49Q: 3 clusters Score -593110.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -593110.875000 Penalty: 4014.660400
	Iteration 50Q: 3 clusters Score -593110.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -593110.875000 Penalty: 4014.660400
	Iteration 51F: 3 clusters Score -593110.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 51582 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Entering Unmasked Estep 
Score: -84168240.000000 Penalty: 115909.679688
Splitting cluster 3 changes total score from -84149536.000000 to -84168240.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 4 (6068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Entering Unmasked Estep 
Score: -1105568.750000 Penalty: 2160.274414
	Iteration 0F: 2 clusters Score -1105569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1100512.125000 Penalty: 4320.548828
	Iteration 0F: 3 clusters Score -1100512 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1102114.000000 Penalty: 4320.548828
	Iteration 1F: 3 clusters Score -1102114 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1102494.750000 Penalty: 4320.548828
	Iteration 2F: 3 clusters Score -1102495 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1102746.875000 Penalty: 4320.548828
	Iteration 3F: 3 clusters Score -1102747 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1103015.375000 Penalty: 4320.548828
	Iteration 4F: 3 clusters Score -1103015 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1103257.875000 Penalty: 4320.548828
	Iteration 5F: 3 clusters Score -1103258 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1103487.875000 Penalty: 4320.548828
	Iteration 6F: 3 clusters Score -1103488 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1103740.500000 Penalty: 4320.548828
	Iteration 7Q: 3 clusters Score -1103740 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1103976.875000 Penalty: 4320.548828
	Iteration 8F: 3 clusters Score -1103977 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1104226.750000 Penalty: 4320.548828
	Iteration 9Q: 3 clusters Score -1104227 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1104548.625000 Penalty: 4320.548828
	Iteration 10F: 3 clusters Score -1104549 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1104868.500000 Penalty: 4320.548828
	Iteration 11Q: 3 clusters Score -1104868 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1105114.875000 Penalty: 4320.548828
	Iteration 12Q: 3 clusters Score -1105115 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1105260.875000 Penalty: 4320.548828
	Iteration 13Q: 3 clusters Score -1105261 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1105368.000000 Penalty: 4320.548828
	Iteration 14Q: 3 clusters Score -1105368 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1105426.000000 Penalty: 4320.548828
	Iteration 15Q: 3 clusters Score -1105426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1105462.250000 Penalty: 4320.548828
	Iteration 16Q: 3 clusters Score -1105462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1105475.375000 Penalty: 4320.548828
	Iteration 17Q: 3 clusters Score -1105475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1105484.500000 Penalty: 4320.548828
	Iteration 18Q: 3 clusters Score -1105484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1105491.125000 Penalty: 4320.548828
	Iteration 19Q: 3 clusters Score -1105491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1105497.625000 Penalty: 4320.548828
	Iteration 20F: 3 clusters Score -1105498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1105504.000000 Penalty: 4320.548828
	Iteration 21Q: 3 clusters Score -1105504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1105510.000000 Penalty: 4320.548828
	Iteration 22Q: 3 clusters Score -1105510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1105515.625000 Penalty: 4320.548828
	Iteration 23Q: 3 clusters Score -1105516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1105520.750000 Penalty: 4320.548828
	Iteration 24Q: 3 clusters Score -1105521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1105524.875000 Penalty: 4320.548828
	Iteration 25Q: 3 clusters Score -1105525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1105526.875000 Penalty: 4320.548828
	Iteration 26Q: 3 clusters Score -1105527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1105527.750000 Penalty: 4320.548828
	Iteration 27Q: 3 clusters Score -1105528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1105529.375000 Penalty: 4320.548828
	Iteration 28Q: 3 clusters Score -1105529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1105528.500000 Penalty: 4320.548828
	Iteration 29Q: 3 clusters Score -1105528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1105528.500000 Penalty: 4320.548828
	Iteration 30F: 3 clusters Score -1105528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -964297.437500 Penalty: 2109.570801
	Iteration 0F: 2 clusters Score -964297.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -959804.312500 Penalty: 4219.141602
	Iteration 0F: 3 clusters Score -959804.3 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -960878.812500 Penalty: 4219.141602
	Iteration 1F: 3 clusters Score -960878.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -961158.687500 Penalty: 4219.141602
	Iteration 2F: 3 clusters Score -961158.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -961369.875000 Penalty: 4219.141602
	Iteration 3F: 3 clusters Score -961369.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -961587.937500 Penalty: 4219.141602
	Iteration 4F: 3 clusters Score -961587.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -961832.812500 Penalty: 4219.141602
	Iteration 5F: 3 clusters Score -961832.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -962071.937500 Penalty: 4219.141602
	Iteration 6F: 3 clusters Score -962071.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -962292.750000 Penalty: 4219.141602
	Iteration 7Q: 3 clusters Score -962292.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -962549.000000 Penalty: 4219.141602
	Iteration 8Q: 3 clusters Score -962549 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -962917.812500 Penalty: 4219.141602
	Iteration 9F: 3 clusters Score -962917.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -963232.625000 Penalty: 4219.141602
	Iteration 10F: 3 clusters Score -963232.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -963433.562500 Penalty: 4219.141602
	Iteration 11Q: 3 clusters Score -963433.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -963579.125000 Penalty: 4219.141602
	Iteration 12Q: 3 clusters Score -963579.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -963667.250000 Penalty: 4219.141602
	Iteration 13Q: 3 clusters Score -963667.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -963724.062500 Penalty: 4219.141602
	Iteration 14Q: 3 clusters Score -963724.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -963758.312500 Penalty: 4219.141602
	Iteration 15Q: 3 clusters Score -963758.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -963782.375000 Penalty: 4219.141602
	Iteration 16Q: 3 clusters Score -963782.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -963794.812500 Penalty: 4219.141602
	Iteration 17Q: 3 clusters Score -963794.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -963801.750000 Penalty: 4219.141602
	Iteration 18Q: 3 clusters Score -963801.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -963804.312500 Penalty: 4219.141602
	Iteration 19Q: 3 clusters Score -963804.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -963804.437500 Penalty: 4219.141602
	Iteration 20F: 3 clusters Score -963804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -963806.625000 Penalty: 4219.141602
	Iteration 21Q: 3 clusters Score -963806.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -963806.625000 Penalty: 4219.141602
	Iteration 22F: 3 clusters Score -963806.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -278975.406250 Penalty: 1849.057495
	Iteration 0F: 2 clusters Score -278975.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -276660.062500 Penalty: 3698.114990
	Iteration 0F: 3 clusters Score -276660.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -277680.281250 Penalty: 3698.114990
	Iteration 1F: 3 clusters Score -277680.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -278323.375000 Penalty: 3698.114990
	Iteration 2F: 3 clusters Score -278323.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -278743.312500 Penalty: 3698.114990
	Iteration 3F: 3 clusters Score -278743.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -278976.750000 Penalty: 3698.114990
	Iteration 4F: 3 clusters Score -278976.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -279230.437500 Penalty: 3698.114990
	Iteration 5Q: 3 clusters Score -279230.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -279423.625000 Penalty: 3698.114990
	Iteration 6Q: 3 clusters Score -279423.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -279581.031250 Penalty: 3698.114990
	Iteration 7Q: 3 clusters Score -279581 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -279691.500000 Penalty: 3698.114990
	Iteration 8Q: 3 clusters Score -279691.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -279739.843750 Penalty: 3698.114990
	Iteration 9Q: 3 clusters Score -279739.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -279775.312500 Penalty: 3698.114990
	Iteration 10Q: 3 clusters Score -279775.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -279793.656250 Penalty: 3698.114990
	Iteration 11Q: 3 clusters Score -279793.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -279804.312500 Penalty: 3698.114990
	Iteration 12Q: 3 clusters Score -279804.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -279809.468750 Penalty: 3698.114990
	Iteration 13Q: 3 clusters Score -279809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -279813.906250 Penalty: 3698.114990
	Iteration 14Q: 3 clusters Score -279813.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -279816.000000 Penalty: 3698.114990
	Iteration 15Q: 3 clusters Score -279816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -279816.468750 Penalty: 3698.114990
	Iteration 16Q: 3 clusters Score -279816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -279817.062500 Penalty: 3698.114990
	Iteration 17Q: 3 clusters Score -279817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -279818.937500 Penalty: 3698.114990
	Iteration 18Q: 3 clusters Score -279818.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -279818.937500 Penalty: 3698.114990
	Iteration 19F: 3 clusters Score -279818.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 51582 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Entering Unmasked Estep 
Score: -84167792.000000 Penalty: 119129.390625
Splitting cluster 6 changes total score from -84149536.000000 to -84167792.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 7 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -196376.984375 Penalty: 1738.109375
	Iteration 0F: 2 clusters Score -196377 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 585 members 
Entering Unmasked Estep 
Score: -194399.265625 Penalty: 3476.218750
	Iteration 0F: 3 clusters Score -194399.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -194903.468750 Penalty: 3476.218750
	Iteration 1F: 3 clusters Score -194903.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -195248.796875 Penalty: 3476.218750
	Iteration 2F: 3 clusters Score -195248.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -195620.718750 Penalty: 3476.218750
	Iteration 3F: 3 clusters Score -195620.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -196149.765625 Penalty: 3476.218750
	Iteration 4F: 3 clusters Score -196149.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -196542.718750 Penalty: 3476.218750
	Iteration 5Q: 3 clusters Score -196542.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -196699.171875 Penalty: 3476.218750
	Iteration 6Q: 3 clusters Score -196699.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -196734.453125 Penalty: 3476.218750
	Iteration 7Q: 3 clusters Score -196734.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -196763.500000 Penalty: 3476.218750
	Iteration 8Q: 3 clusters Score -196763.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -196790.656250 Penalty: 3476.218750
	Iteration 9Q: 3 clusters Score -196790.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -196819.281250 Penalty: 3476.218750
	Iteration 10Q: 3 clusters Score -196819.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -196845.828125 Penalty: 3476.218750
	Iteration 11Q: 3 clusters Score -196845.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -196857.875000 Penalty: 3476.218750
	Iteration 12Q: 3 clusters Score -196857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -196862.812500 Penalty: 3476.218750
	Iteration 13Q: 3 clusters Score -196862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -196865.234375 Penalty: 3476.218750
	Iteration 14Q: 3 clusters Score -196865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -196865.859375 Penalty: 3476.218750
	Iteration 15Q: 3 clusters Score -196865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -196870.062500 Penalty: 3476.218750
	Iteration 16Q: 3 clusters Score -196870.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -196880.937500 Penalty: 3476.218750
	Iteration 17F: 3 clusters Score -196880.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -196903.421875 Penalty: 3476.218750
	Iteration 18Q: 3 clusters Score -196903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -196931.515625 Penalty: 3476.218750
	Iteration 19Q: 3 clusters Score -196931.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -196949.484375 Penalty: 3476.218750
	Iteration 20F: 3 clusters Score -196949.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -196963.656250 Penalty: 3476.218750
	Iteration 21Q: 3 clusters Score -196963.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -196964.203125 Penalty: 3476.218750
	Iteration 22Q: 3 clusters Score -196964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -196965.765625 Penalty: 3476.218750
	Iteration 23Q: 3 clusters Score -196965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -196965.765625 Penalty: 3476.218750
	Iteration 24F: 3 clusters Score -196965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 51582 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Entering Unmasked Estep 
Score: -84167152.000000 Penalty: 122349.101562
Splitting cluster 7 changes total score from -84149536.000000 to -84167152.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 8 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -47619.390625 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -47619.39 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 172 members 
Entering Unmasked Estep 
Score: -46503.480469 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -46503.48 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46743.218750 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -46743.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46865.167969 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -46865.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46888.632812 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -46888.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -46903.382812 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -46903.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -46921.320312 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -46921.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -46933.328125 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -46933.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -46962.605469 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -46962.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -46986.917969 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -46986.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -47013.531250 Penalty: 2880.838867
	Iteration 9Q: 3 clusters Score -47013.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -47016.437500 Penalty: 2880.838867
	Iteration 10Q: 3 clusters Score -47016.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -47019.355469 Penalty: 2880.838867
	Iteration 11Q: 3 clusters Score -47019.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -47032.101562 Penalty: 2880.838867
	Iteration 12Q: 3 clusters Score -47032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -47037.265625 Penalty: 2880.838867
	Iteration 13Q: 3 clusters Score -47037.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -47037.265625 Penalty: 2880.838867
	Iteration 14F: 3 clusters Score -47037.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -510866.343750 Penalty: 1987.391113
	Iteration 0F: 2 clusters Score -510866.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -507736.000000 Penalty: 3974.782227
	Iteration 0F: 3 clusters Score -507736 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -509138.281250 Penalty: 3974.782227
	Iteration 1F: 3 clusters Score -509138.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -510662.875000 Penalty: 3974.782227
	Iteration 2F: 3 clusters Score -510662.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -512076.968750 Penalty: 3974.782227
	Iteration 3F: 3 clusters Score -512077 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -512744.031250 Penalty: 3974.782227
	Iteration 4F: 3 clusters Score -512744 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -513065.843750 Penalty: 3974.782227
	Iteration 5Q: 3 clusters Score -513065.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -513265.312500 Penalty: 3974.782227
	Iteration 6Q: 3 clusters Score -513265.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -513381.937500 Penalty: 3974.782227
	Iteration 7Q: 3 clusters Score -513381.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -513423.343750 Penalty: 3974.782227
	Iteration 8Q: 3 clusters Score -513423.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -513441.343750 Penalty: 3974.782227
	Iteration 9Q: 3 clusters Score -513441.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -513455.062500 Penalty: 3974.782227
	Iteration 10Q: 3 clusters Score -513455.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -513463.375000 Penalty: 3974.782227
	Iteration 11Q: 3 clusters Score -513463.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -513467.468750 Penalty: 3974.782227
	Iteration 12Q: 3 clusters Score -513467.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -513471.968750 Penalty: 3974.782227
	Iteration 13Q: 3 clusters Score -513472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -513473.968750 Penalty: 3974.782227
	Iteration 14Q: 3 clusters Score -513474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -513475.062500 Penalty: 3974.782227
	Iteration 15Q: 3 clusters Score -513475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -513478.187500 Penalty: 3974.782227
	Iteration 16Q: 3 clusters Score -513478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -513480.093750 Penalty: 3974.782227
	Iteration 17Q: 3 clusters Score -513480.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -513481.343750 Penalty: 3974.782227
	Iteration 18Q: 3 clusters Score -513481.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -513481.625000 Penalty: 3974.782227
	Iteration 19Q: 3 clusters Score -513481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -513482.656250 Penalty: 3974.782227
	Iteration 20F: 3 clusters Score -513482.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -513483.937500 Penalty: 3974.782227
	Iteration 21Q: 3 clusters Score -513483.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -513483.937500 Penalty: 3974.782227
	Iteration 22F: 3 clusters Score -513483.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 51582 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Entering Unmasked Estep 
Score: -84168560.000000 Penalty: 125568.812500
Splitting cluster 9 changes total score from -84149536.000000 to -84168560.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 10 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -140111.687500 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -140111.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -138370.593750 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -138370.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -138794.906250 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -138794.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -139013.968750 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -139014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -139179.234375 Penalty: 3310.582520
	Iteration 3F: 3 clusters Score -139179.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -139270.437500 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -139270.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -139352.062500 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -139352.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -139458.609375 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -139458.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -139564.125000 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -139564.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -139629.390625 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -139629.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -139667.343750 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -139667.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -139677.593750 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -139677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -139678.625000 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -139678.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -139678.625000 Penalty: 3310.582520
	Iteration 12F: 3 clusters Score -139678.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Entering Unmasked Estep 
Score: -1165407.375000 Penalty: 2158.593018
	Iteration 0F: 2 clusters Score -1165407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1160219.500000 Penalty: 4317.186035
	Iteration 0F: 3 clusters Score -1160220 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1161592.625000 Penalty: 4317.186035
	Iteration 1F: 3 clusters Score -1161593 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1161948.750000 Penalty: 4317.186035
	Iteration 2F: 3 clusters Score -1161949 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1162236.625000 Penalty: 4317.186035
	Iteration 3F: 3 clusters Score -1162237 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1162505.500000 Penalty: 4317.186035
	Iteration 4F: 3 clusters Score -1162506 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1162781.250000 Penalty: 4317.186035
	Iteration 5F: 3 clusters Score -1162781 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1163071.750000 Penalty: 4317.186035
	Iteration 6F: 3 clusters Score -1163072 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1163328.625000 Penalty: 4317.186035
	Iteration 7F: 3 clusters Score -1163329 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1163572.000000 Penalty: 4317.186035
	Iteration 8Q: 3 clusters Score -1163572 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1163739.750000 Penalty: 4317.186035
	Iteration 9Q: 3 clusters Score -1163740 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1163853.000000 Penalty: 4317.186035
	Iteration 10Q: 3 clusters Score -1163853 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1163942.625000 Penalty: 4317.186035
	Iteration 11Q: 3 clusters Score -1163943 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1164013.125000 Penalty: 4317.186035
	Iteration 12Q: 3 clusters Score -1164013 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1164072.625000 Penalty: 4317.186035
	Iteration 13Q: 3 clusters Score -1164073 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1164109.375000 Penalty: 4317.186035
	Iteration 14Q: 3 clusters Score -1164109 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1164139.750000 Penalty: 4317.186035
	Iteration 15Q: 3 clusters Score -1164140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1164168.625000 Penalty: 4317.186035
	Iteration 16Q: 3 clusters Score -1164169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1164200.125000 Penalty: 4317.186035
	Iteration 17Q: 3 clusters Score -1164200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1164223.625000 Penalty: 4317.186035
	Iteration 18Q: 3 clusters Score -1164224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1164242.500000 Penalty: 4317.186035
	Iteration 19Q: 3 clusters Score -1164242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1164256.875000 Penalty: 4317.186035
	Iteration 20F: 3 clusters Score -1164257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1164270.500000 Penalty: 4317.186035
	Iteration 21Q: 3 clusters Score -1164270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1164284.250000 Penalty: 4317.186035
	Iteration 22Q: 3 clusters Score -1164284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1164292.375000 Penalty: 4317.186035
	Iteration 23Q: 3 clusters Score -1164292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1164299.125000 Penalty: 4317.186035
	Iteration 24Q: 3 clusters Score -1164299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1164298.500000 Penalty: 4317.186035
	Iteration 25Q: 3 clusters Score -1164298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1164305.125000 Penalty: 4317.186035
	Iteration 26Q: 3 clusters Score -1164305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1164307.875000 Penalty: 4317.186035
	Iteration 27Q: 3 clusters Score -1164308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1164307.250000 Penalty: 4317.186035
	Iteration 28Q: 3 clusters Score -1164307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1164312.250000 Penalty: 4317.186035
	Iteration 29Q: 3 clusters Score -1164312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1164313.625000 Penalty: 4317.186035
	Iteration 30Q: 3 clusters Score -1164314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1164318.750000 Penalty: 4317.186035
	Iteration 31Q: 3 clusters Score -1164319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1164317.375000 Penalty: 4317.186035
	Iteration 32Q: 3 clusters Score -1164317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1164319.125000 Penalty: 4317.186035
	Iteration 33Q: 3 clusters Score -1164319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1164321.625000 Penalty: 4317.186035
	Iteration 34Q: 3 clusters Score -1164322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1164323.750000 Penalty: 4317.186035
	Iteration 35Q: 3 clusters Score -1164324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1164326.625000 Penalty: 4317.186035
	Iteration 36Q: 3 clusters Score -1164327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1164330.750000 Penalty: 4317.186035
	Iteration 37Q: 3 clusters Score -1164331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1164333.250000 Penalty: 4317.186035
	Iteration 38Q: 3 clusters Score -1164333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1164332.500000 Penalty: 4317.186035
	Iteration 39Q: 3 clusters Score -1164332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1164336.625000 Penalty: 4317.186035
	Iteration 40F: 3 clusters Score -1164337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1164340.250000 Penalty: 4317.186035
	Iteration 41Q: 3 clusters Score -1164340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1164342.750000 Penalty: 4317.186035
	Iteration 42Q: 3 clusters Score -1164343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1164341.625000 Penalty: 4317.186035
	Iteration 43Q: 3 clusters Score -1164342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1164349.625000 Penalty: 4317.186035
	Iteration 44Q: 3 clusters Score -1164350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1164353.625000 Penalty: 4317.186035
	Iteration 45Q: 3 clusters Score -1164354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1164358.375000 Penalty: 4317.186035
	Iteration 46Q: 3 clusters Score -1164358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1164364.375000 Penalty: 4317.186035
	Iteration 47Q: 3 clusters Score -1164364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1164369.625000 Penalty: 4317.186035
	Iteration 48Q: 3 clusters Score -1164370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1164375.625000 Penalty: 4317.186035
	Iteration 49Q: 3 clusters Score -1164376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1164381.500000 Penalty: 4317.186035
	Iteration 50Q: 3 clusters Score -1164382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1164387.875000 Penalty: 4317.186035
	Iteration 51Q: 3 clusters Score -1164388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1164389.375000 Penalty: 4317.186035
	Iteration 52Q: 3 clusters Score -1164389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1164394.875000 Penalty: 4317.186035
	Iteration 53Q: 3 clusters Score -1164395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1164398.125000 Penalty: 4317.186035
	Iteration 54Q: 3 clusters Score -1164398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1164398.500000 Penalty: 4317.186035
	Iteration 55Q: 3 clusters Score -1164398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1164401.000000 Penalty: 4317.186035
	Iteration 56Q: 3 clusters Score -1164401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1164407.000000 Penalty: 4317.186035
	Iteration 57Q: 3 clusters Score -1164407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1164408.875000 Penalty: 4317.186035
	Iteration 58Q: 3 clusters Score -1164409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1164413.000000 Penalty: 4317.186035
	Iteration 59Q: 3 clusters Score -1164413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1164420.750000 Penalty: 4317.186035
	Iteration 60F: 3 clusters Score -1164421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1164428.000000 Penalty: 4317.186035
	Iteration 61Q: 3 clusters Score -1164428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1164436.500000 Penalty: 4317.186035
	Iteration 62Q: 3 clusters Score -1164436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1164449.000000 Penalty: 4317.186035
	Iteration 63Q: 3 clusters Score -1164449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1164464.250000 Penalty: 4317.186035
	Iteration 64Q: 3 clusters Score -1164464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1164478.125000 Penalty: 4317.186035
	Iteration 65Q: 3 clusters Score -1164478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1164492.250000 Penalty: 4317.186035
	Iteration 66Q: 3 clusters Score -1164492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1164507.375000 Penalty: 4317.186035
	Iteration 67Q: 3 clusters Score -1164507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1164519.000000 Penalty: 4317.186035
	Iteration 68Q: 3 clusters Score -1164519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1164531.250000 Penalty: 4317.186035
	Iteration 69Q: 3 clusters Score -1164531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1164545.375000 Penalty: 4317.186035
	Iteration 70Q: 3 clusters Score -1164545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1164557.000000 Penalty: 4317.186035
	Iteration 71Q: 3 clusters Score -1164557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1164566.875000 Penalty: 4317.186035
	Iteration 72Q: 3 clusters Score -1164567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1164572.500000 Penalty: 4317.186035
	Iteration 73Q: 3 clusters Score -1164572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1164579.000000 Penalty: 4317.186035
	Iteration 74Q: 3 clusters Score -1164579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1164583.500000 Penalty: 4317.186035
	Iteration 75Q: 3 clusters Score -1164584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1164588.375000 Penalty: 4317.186035
	Iteration 76Q: 3 clusters Score -1164588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1164594.750000 Penalty: 4317.186035
	Iteration 77Q: 3 clusters Score -1164595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1164599.125000 Penalty: 4317.186035
	Iteration 78Q: 3 clusters Score -1164599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1164603.875000 Penalty: 4317.186035
	Iteration 79Q: 3 clusters Score -1164604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1164608.625000 Penalty: 4317.186035
	Iteration 80F: 3 clusters Score -1164609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1164613.500000 Penalty: 4317.186035
	Iteration 81Q: 3 clusters Score -1164614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1164613.500000 Penalty: 4317.186035
	Iteration 82Q: 3 clusters Score -1164614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1164617.875000 Penalty: 4317.186035
	Iteration 83Q: 3 clusters Score -1164618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1164617.625000 Penalty: 4317.186035
	Iteration 84Q: 3 clusters Score -1164618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1164617.750000 Penalty: 4317.186035
	Iteration 85Q: 3 clusters Score -1164618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1164622.250000 Penalty: 4317.186035
	Iteration 86Q: 3 clusters Score -1164622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1164624.125000 Penalty: 4317.186035
	Iteration 87Q: 3 clusters Score -1164624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1164627.625000 Penalty: 4317.186035
	Iteration 88Q: 3 clusters Score -1164628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1164633.125000 Penalty: 4317.186035
	Iteration 89Q: 3 clusters Score -1164633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1164635.750000 Penalty: 4317.186035
	Iteration 90Q: 3 clusters Score -1164636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1164638.375000 Penalty: 4317.186035
	Iteration 91Q: 3 clusters Score -1164638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1164638.875000 Penalty: 4317.186035
	Iteration 92Q: 3 clusters Score -1164639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1164642.750000 Penalty: 4317.186035
	Iteration 93Q: 3 clusters Score -1164643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1164641.750000 Penalty: 4317.186035
	Iteration 94Q: 3 clusters Score -1164642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1164643.250000 Penalty: 4317.186035
	Iteration 95Q: 3 clusters Score -1164643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1164644.750000 Penalty: 4317.186035
	Iteration 96Q: 3 clusters Score -1164645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1164645.000000 Penalty: 4317.186035
	Iteration 97Q: 3 clusters Score -1164645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1164645.000000 Penalty: 4317.186035
	Iteration 98F: 3 clusters Score -1164645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -1361143.500000 Penalty: 2184.697754
	Iteration 0F: 2 clusters Score -1361144 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 3396 members 
Entering Unmasked Estep 
Score: -1355540.375000 Penalty: 4369.395508
	Iteration 0F: 3 clusters Score -1355540 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1356996.750000 Penalty: 4369.395508
	Iteration 1F: 3 clusters Score -1356997 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1357244.875000 Penalty: 4369.395508
	Iteration 2F: 3 clusters Score -1357245 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1357438.625000 Penalty: 4369.395508
	Iteration 3F: 3 clusters Score -1357439 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1357619.750000 Penalty: 4369.395508
	Iteration 4Q: 3 clusters Score -1357620 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1357777.875000 Penalty: 4369.395508
	Iteration 5Q: 3 clusters Score -1357778 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1357911.500000 Penalty: 4369.395508
	Iteration 6Q: 3 clusters Score -1357912 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1358035.750000 Penalty: 4369.395508
	Iteration 7Q: 3 clusters Score -1358036 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1358145.750000 Penalty: 4369.395508
	Iteration 8Q: 3 clusters Score -1358146 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1358226.125000 Penalty: 4369.395508
	Iteration 9Q: 3 clusters Score -1358226 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1358307.375000 Penalty: 4369.395508
	Iteration 10Q: 3 clusters Score -1358307 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1358393.750000 Penalty: 4369.395508
	Iteration 11Q: 3 clusters Score -1358394 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1358474.375000 Penalty: 4369.395508
	Iteration 12Q: 3 clusters Score -1358474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1358557.750000 Penalty: 4369.395508
	Iteration 13Q: 3 clusters Score -1358558 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1358642.875000 Penalty: 4369.395508
	Iteration 14Q: 3 clusters Score -1358643 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1358714.250000 Penalty: 4369.395508
	Iteration 15Q: 3 clusters Score -1358714 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1358780.375000 Penalty: 4369.395508
	Iteration 16Q: 3 clusters Score -1358780 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1358855.000000 Penalty: 4369.395508
	Iteration 17Q: 3 clusters Score -1358855 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1358921.750000 Penalty: 4369.395508
	Iteration 18Q: 3 clusters Score -1358922 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1358988.000000 Penalty: 4369.395508
	Iteration 19Q: 3 clusters Score -1358988 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1359052.625000 Penalty: 4369.395508
	Iteration 20F: 3 clusters Score -1359053 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1359110.125000 Penalty: 4369.395508
	Iteration 21Q: 3 clusters Score -1359110 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1359144.750000 Penalty: 4369.395508
	Iteration 22Q: 3 clusters Score -1359145 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1359175.125000 Penalty: 4369.395508
	Iteration 23Q: 3 clusters Score -1359175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1359191.000000 Penalty: 4369.395508
	Iteration 24Q: 3 clusters Score -1359191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1359206.500000 Penalty: 4369.395508
	Iteration 25Q: 3 clusters Score -1359206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1359221.875000 Penalty: 4369.395508
	Iteration 26Q: 3 clusters Score -1359222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1359235.875000 Penalty: 4369.395508
	Iteration 27Q: 3 clusters Score -1359236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1359241.375000 Penalty: 4369.395508
	Iteration 28Q: 3 clusters Score -1359241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1359247.500000 Penalty: 4369.395508
	Iteration 29Q: 3 clusters Score -1359248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1359253.750000 Penalty: 4369.395508
	Iteration 30Q: 3 clusters Score -1359254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1359265.125000 Penalty: 4369.395508
	Iteration 31Q: 3 clusters Score -1359265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1359266.250000 Penalty: 4369.395508
	Iteration 32Q: 3 clusters Score -1359266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1359270.250000 Penalty: 4369.395508
	Iteration 33Q: 3 clusters Score -1359270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1359275.000000 Penalty: 4369.395508
	Iteration 34Q: 3 clusters Score -1359275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1359281.000000 Penalty: 4369.395508
	Iteration 35Q: 3 clusters Score -1359281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1359283.000000 Penalty: 4369.395508
	Iteration 36Q: 3 clusters Score -1359283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1359289.500000 Penalty: 4369.395508
	Iteration 37Q: 3 clusters Score -1359290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1359296.500000 Penalty: 4369.395508
	Iteration 38Q: 3 clusters Score -1359296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1359301.375000 Penalty: 4369.395508
	Iteration 39Q: 3 clusters Score -1359301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1359307.375000 Penalty: 4369.395508
	Iteration 40F: 3 clusters Score -1359307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1359314.250000 Penalty: 4369.395508
	Iteration 41Q: 3 clusters Score -1359314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1359320.875000 Penalty: 4369.395508
	Iteration 42Q: 3 clusters Score -1359321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1359328.125000 Penalty: 4369.395508
	Iteration 43Q: 3 clusters Score -1359328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1359333.500000 Penalty: 4369.395508
	Iteration 44Q: 3 clusters Score -1359334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1359337.500000 Penalty: 4369.395508
	Iteration 45Q: 3 clusters Score -1359338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1359339.750000 Penalty: 4369.395508
	Iteration 46Q: 3 clusters Score -1359340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1359341.000000 Penalty: 4369.395508
	Iteration 47Q: 3 clusters Score -1359341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1359338.375000 Penalty: 4369.395508
	Iteration 48Q: 3 clusters Score -1359338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1359341.250000 Penalty: 4369.395508
	Iteration 49Q: 3 clusters Score -1359341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1359341.500000 Penalty: 4369.395508
	Iteration 50Q: 3 clusters Score -1359342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1359344.125000 Penalty: 4369.395508
	Iteration 51Q: 3 clusters Score -1359344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1359343.625000 Penalty: 4369.395508
	Iteration 52Q: 3 clusters Score -1359344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1359345.250000 Penalty: 4369.395508
	Iteration 53Q: 3 clusters Score -1359345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1359345.375000 Penalty: 4369.395508
	Iteration 54Q: 3 clusters Score -1359345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1359347.750000 Penalty: 4369.395508
	Iteration 55Q: 3 clusters Score -1359348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1359346.750000 Penalty: 4369.395508
	Iteration 56Q: 3 clusters Score -1359347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1359346.750000 Penalty: 4369.395508
	Iteration 57F: 3 clusters Score -1359347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Entering Unmasked Estep 
Score: -10078133.000000 Penalty: 2691.030273
	Iteration 0F: 2 clusters Score -1.007813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -10063864.000000 Penalty: 5382.060547
	Iteration 0F: 3 clusters Score -1.006386e+07 nChanged 23630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -10076950.000000 Penalty: 5382.060547
	Iteration 1F: 3 clusters Score -1.007695e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -10077419.000000 Penalty: 5382.060547
	Iteration 2Q: 3 clusters Score -1.007742e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -10077811.000000 Penalty: 5382.060547
	Iteration 3Q: 3 clusters Score -1.007781e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -10078097.000000 Penalty: 5382.060547
	Iteration 4Q: 3 clusters Score -1.00781e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -10078347.000000 Penalty: 5382.060547
	Iteration 5Q: 3 clusters Score -1.007835e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -10078553.000000 Penalty: 5382.060547
	Iteration 6Q: 3 clusters Score -1.007855e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -10079013.000000 Penalty: 5382.060547
	Iteration 7F: 3 clusters Score -1.007901e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -10080119.000000 Penalty: 5382.060547
	Iteration 8F: 3 clusters Score -1.008012e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -10082062.000000 Penalty: 5382.060547
	Iteration 9F: 3 clusters Score -1.008206e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -10084498.000000 Penalty: 5382.060547
	Iteration 10F: 3 clusters Score -1.00845e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -10086042.000000 Penalty: 5382.060547
	Iteration 11F: 3 clusters Score -1.008604e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -10087032.000000 Penalty: 5382.060547
	Iteration 12Q: 3 clusters Score -1.008703e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -10087472.000000 Penalty: 5382.060547
	Iteration 13Q: 3 clusters Score -1.008747e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -10087299.000000 Penalty: 5382.060547
	Iteration 14Q: 3 clusters Score -1.00873e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -10086695.000000 Penalty: 5382.060547
	Iteration 15Q: 3 clusters Score -1.00867e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -10086166.000000 Penalty: 5382.060547
	Iteration 16F: 3 clusters Score -1.008617e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -10086080.000000 Penalty: 5382.060547
	Iteration 17F: 3 clusters Score -1.008608e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -10086719.000000 Penalty: 5382.060547
	Iteration 18Q: 3 clusters Score -1.008672e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -10086447.000000 Penalty: 5382.060547
	Iteration 19Q: 3 clusters Score -1.008645e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -10086008.000000 Penalty: 5382.060547
	Iteration 20F: 3 clusters Score -1.008601e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -10085835.000000 Penalty: 5382.060547
	Iteration 21Q: 3 clusters Score -1.008584e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -10085738.000000 Penalty: 5382.060547
	Iteration 22Q: 3 clusters Score -1.008574e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -10085762.000000 Penalty: 5382.060547
	Iteration 23Q: 3 clusters Score -1.008576e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -10085863.000000 Penalty: 5382.060547
	Iteration 24Q: 3 clusters Score -1.008586e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -10086114.000000 Penalty: 5382.060547
	Iteration 25Q: 3 clusters Score -1.008611e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -10086353.000000 Penalty: 5382.060547
	Iteration 26Q: 3 clusters Score -1.008635e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -10086678.000000 Penalty: 5382.060547
	Iteration 27Q: 3 clusters Score -1.008668e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -10087017.000000 Penalty: 5382.060547
	Iteration 28Q: 3 clusters Score -1.008702e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -10087314.000000 Penalty: 5382.060547
	Iteration 29Q: 3 clusters Score -1.008731e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -10087534.000000 Penalty: 5382.060547
	Iteration 30Q: 3 clusters Score -1.008753e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -10087770.000000 Penalty: 5382.060547
	Iteration 31Q: 3 clusters Score -1.008777e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -10087969.000000 Penalty: 5382.060547
	Iteration 32Q: 3 clusters Score -1.008797e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -10088113.000000 Penalty: 5382.060547
	Iteration 33Q: 3 clusters Score -1.008811e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -10088221.000000 Penalty: 5382.060547
	Iteration 34Q: 3 clusters Score -1.008822e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -10088310.000000 Penalty: 5382.060547
	Iteration 35Q: 3 clusters Score -1.008831e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -10088388.000000 Penalty: 5382.060547
	Iteration 36Q: 3 clusters Score -1.008839e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -10088387.000000 Penalty: 5382.060547
	Iteration 37Q: 3 clusters Score -1.008839e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -10088437.000000 Penalty: 5382.060547
	Iteration 38Q: 3 clusters Score -1.008844e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -10088449.000000 Penalty: 5382.060547
	Iteration 39Q: 3 clusters Score -1.008845e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -10088614.000000 Penalty: 5382.060547
	Iteration 40F: 3 clusters Score -1.008861e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -10088741.000000 Penalty: 5382.060547
	Iteration 41Q: 3 clusters Score -1.008874e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -10088787.000000 Penalty: 5382.060547
	Iteration 42Q: 3 clusters Score -1.008879e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -10088834.000000 Penalty: 5382.060547
	Iteration 43Q: 3 clusters Score -1.008883e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -10088858.000000 Penalty: 5382.060547
	Iteration 44Q: 3 clusters Score -1.008886e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -10088854.000000 Penalty: 5382.060547
	Iteration 45Q: 3 clusters Score -1.008885e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -10088874.000000 Penalty: 5382.060547
	Iteration 46Q: 3 clusters Score -1.008887e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -10088869.000000 Penalty: 5382.060547
	Iteration 47Q: 3 clusters Score -1.008887e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -10088880.000000 Penalty: 5382.060547
	Iteration 48Q: 3 clusters Score -1.008888e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -10088889.000000 Penalty: 5382.060547
	Iteration 49Q: 3 clusters Score -1.008889e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -10088895.000000 Penalty: 5382.060547
	Iteration 50Q: 3 clusters Score -1.00889e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -10088917.000000 Penalty: 5382.060547
	Iteration 51Q: 3 clusters Score -1.008892e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -10088911.000000 Penalty: 5382.060547
	Iteration 52Q: 3 clusters Score -1.008891e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -10088894.000000 Penalty: 5382.060547
	Iteration 53Q: 3 clusters Score -1.008889e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -10088899.000000 Penalty: 5382.060547
	Iteration 54Q: 3 clusters Score -1.00889e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -10088905.000000 Penalty: 5382.060547
	Iteration 55Q: 3 clusters Score -1.00889e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -10088879.000000 Penalty: 5382.060547
	Iteration 56Q: 3 clusters Score -1.008888e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -10088897.000000 Penalty: 5382.060547
	Iteration 57Q: 3 clusters Score -1.00889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -10088891.000000 Penalty: 5382.060547
	Iteration 58Q: 3 clusters Score -1.008889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -10088903.000000 Penalty: 5382.060547
	Iteration 59Q: 3 clusters Score -1.00889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -10088887.000000 Penalty: 5382.060547
	Iteration 60F: 3 clusters Score -1.008889e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -10088897.000000 Penalty: 5382.060547
	Iteration 61Q: 3 clusters Score -1.00889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -10088889.000000 Penalty: 5382.060547
	Iteration 62Q: 3 clusters Score -1.008889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -10088895.000000 Penalty: 5382.060547
	Iteration 63Q: 3 clusters Score -1.00889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -10088896.000000 Penalty: 5382.060547
	Iteration 64Q: 3 clusters Score -1.00889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -10088890.000000 Penalty: 5382.060547
	Iteration 65Q: 3 clusters Score -1.008889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -10088883.000000 Penalty: 5382.060547
	Iteration 66Q: 3 clusters Score -1.008888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -10088885.000000 Penalty: 5382.060547
	Iteration 67Q: 3 clusters Score -1.008888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -10088885.000000 Penalty: 5382.060547
	Iteration 68F: 3 clusters Score -1.008888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 10651 members 
Entering Unmasked Estep 
Score: -84179072.000000 Penalty: 128788.531250
Splitting cluster 13 changes total score from -84149536.000000 to -84179072.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 14 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -57977.464844 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -57977.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56603.296875 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -56603.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57441.187500 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -57441.19 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -58008.804688 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -58008.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58371.308594 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -58371.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58532.289062 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -58532.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58570.261719 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -58570.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -58623.683594 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -58623.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58645.050781 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -58645.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58676.261719 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -58676.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58704.539062 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -58704.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58714.179688 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -58714.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58715.042969 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -58715.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58715.042969 Penalty: 3128.816650
	Iteration 12F: 3 clusters Score -58715.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 10651 members 
Mstep: Class 41 contains 241 members 
Entering Unmasked Estep 
Score: -84178064.000000 Penalty: 132008.250000
Splitting cluster 14 changes total score from -84149536.000000 to -84178064.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 15 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -101508.671875 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -101508.7 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 354 members 
Entering Unmasked Estep 
Score: -99982.648438 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -99982.65 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -100379.835938 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -100379.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100515.257812 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -100515.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -100711.976562 Penalty: 3260.545166
	Iteration 3F: 3 clusters Score -100712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -100921.421875 Penalty: 3260.545166
	Iteration 4F: 3 clusters Score -100921.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101132.656250 Penalty: 3260.545166
	Iteration 5F: 3 clusters Score -101132.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -101351.382812 Penalty: 3260.545166
	Iteration 6F: 3 clusters Score -101351.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -101576.703125 Penalty: 3260.545166
	Iteration 7F: 3 clusters Score -101576.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -101790.804688 Penalty: 3260.545166
	Iteration 8F: 3 clusters Score -101790.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -102004.828125 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -102004.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -102119.960938 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -102120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -102183.601562 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -102183.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -102227.000000 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -102227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -102243.343750 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -102243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -102259.320312 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -102259.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -102259.578125 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -102259.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -102269.210938 Penalty: 3260.545166
	Iteration 16F: 3 clusters Score -102269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -102280.820312 Penalty: 3260.545166
	Iteration 17Q: 3 clusters Score -102280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -102282.085938 Penalty: 3260.545166
	Iteration 18Q: 3 clusters Score -102282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -102282.085938 Penalty: 3260.545166
	Iteration 19F: 3 clusters Score -102282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 10651 members 
Mstep: Class 41 contains 241 members 
Mstep: Class 42 contains 310 members 
Entering Unmasked Estep 
Score: -84177344.000000 Penalty: 135227.953125
Splitting cluster 15 changes total score from -84149536.000000 to -84177344.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 16 (29624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Entering Unmasked Estep 
Score: -6355438.500000 Penalty: 2553.492432
	Iteration 0F: 2 clusters Score -6355438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -6347448.000000 Penalty: 5106.984863
	Iteration 0F: 3 clusters Score -6347448 nChanged 13377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -6354788.500000 Penalty: 5106.984863
	Iteration 1F: 3 clusters Score -6354788 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -6355375.000000 Penalty: 5106.984863
	Iteration 2F: 3 clusters Score -6355375 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -6355937.500000 Penalty: 5106.984863
	Iteration 3F: 3 clusters Score -6355938 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -6356510.500000 Penalty: 5106.984863
	Iteration 4Q: 3 clusters Score -6356510 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -6357066.000000 Penalty: 5106.984863
	Iteration 5F: 3 clusters Score -6357066 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -6357696.000000 Penalty: 5106.984863
	Iteration 6F: 3 clusters Score -6357696 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -6358273.000000 Penalty: 5106.984863
	Iteration 7Q: 3 clusters Score -6358273 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -6358981.000000 Penalty: 5106.984863
	Iteration 8F: 3 clusters Score -6358981 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -6359782.500000 Penalty: 5106.984863
	Iteration 9F: 3 clusters Score -6359782 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -6360718.000000 Penalty: 5106.984863
	Iteration 10F: 3 clusters Score -6360718 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -6361309.500000 Penalty: 5106.984863
	Iteration 11Q: 3 clusters Score -6361310 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -6361711.000000 Penalty: 5106.984863
	Iteration 12Q: 3 clusters Score -6361711 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -6361935.500000 Penalty: 5106.984863
	Iteration 13Q: 3 clusters Score -6361936 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -6362068.500000 Penalty: 5106.984863
	Iteration 14Q: 3 clusters Score -6362068 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -6362167.000000 Penalty: 5106.984863
	Iteration 15Q: 3 clusters Score -6362167 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -6362257.000000 Penalty: 5106.984863
	Iteration 16Q: 3 clusters Score -6362257 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -6362388.500000 Penalty: 5106.984863
	Iteration 17Q: 3 clusters Score -6362388 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -6362453.000000 Penalty: 5106.984863
	Iteration 18Q: 3 clusters Score -6362453 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -6362521.000000 Penalty: 5106.984863
	Iteration 19Q: 3 clusters Score -6362521 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -6362569.000000 Penalty: 5106.984863
	Iteration 20F: 3 clusters Score -6362569 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -6362625.500000 Penalty: 5106.984863
	Iteration 21Q: 3 clusters Score -6362626 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -6362697.500000 Penalty: 5106.984863
	Iteration 22Q: 3 clusters Score -6362698 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -6362760.500000 Penalty: 5106.984863
	Iteration 23Q: 3 clusters Score -6362760 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -6362808.000000 Penalty: 5106.984863
	Iteration 24Q: 3 clusters Score -6362808 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -6362861.500000 Penalty: 5106.984863
	Iteration 25Q: 3 clusters Score -6362862 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -6362896.500000 Penalty: 5106.984863
	Iteration 26Q: 3 clusters Score -6362896 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -6362958.000000 Penalty: 5106.984863
	Iteration 27Q: 3 clusters Score -6362958 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -6363027.000000 Penalty: 5106.984863
	Iteration 28Q: 3 clusters Score -6363027 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -6363061.500000 Penalty: 5106.984863
	Iteration 29Q: 3 clusters Score -6363062 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -6363092.500000 Penalty: 5106.984863
	Iteration 30Q: 3 clusters Score -6363092 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -6363132.000000 Penalty: 5106.984863
	Iteration 31Q: 3 clusters Score -6363132 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -6363156.000000 Penalty: 5106.984863
	Iteration 32Q: 3 clusters Score -6363156 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -6363184.000000 Penalty: 5106.984863
	Iteration 33Q: 3 clusters Score -6363184 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -6363185.500000 Penalty: 5106.984863
	Iteration 34Q: 3 clusters Score -6363186 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -6363174.000000 Penalty: 5106.984863
	Iteration 35Q: 3 clusters Score -6363174 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -6363137.000000 Penalty: 5106.984863
	Iteration 36Q: 3 clusters Score -6363137 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -6363122.500000 Penalty: 5106.984863
	Iteration 37Q: 3 clusters Score -6363122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -6363131.500000 Penalty: 5106.984863
	Iteration 38Q: 3 clusters Score -6363132 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -6363108.000000 Penalty: 5106.984863
	Iteration 39Q: 3 clusters Score -6363108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -6363115.500000 Penalty: 5106.984863
	Iteration 40F: 3 clusters Score -6363116 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -6363105.500000 Penalty: 5106.984863
	Iteration 41Q: 3 clusters Score -6363106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -6363105.500000 Penalty: 5106.984863
	Iteration 42Q: 3 clusters Score -6363106 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -6363093.000000 Penalty: 5106.984863
	Iteration 43Q: 3 clusters Score -6363093 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -6363102.500000 Penalty: 5106.984863
	Iteration 44Q: 3 clusters Score -6363102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -6363095.500000 Penalty: 5106.984863
	Iteration 45Q: 3 clusters Score -6363096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -6363093.000000 Penalty: 5106.984863
	Iteration 46Q: 3 clusters Score -6363093 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -6363071.500000 Penalty: 5106.984863
	Iteration 47Q: 3 clusters Score -6363072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -6363091.500000 Penalty: 5106.984863
	Iteration 48Q: 3 clusters Score -6363092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -6363095.500000 Penalty: 5106.984863
	Iteration 49Q: 3 clusters Score -6363096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -6363077.500000 Penalty: 5106.984863
	Iteration 50Q: 3 clusters Score -6363078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -6363076.000000 Penalty: 5106.984863
	Iteration 51Q: 3 clusters Score -6363076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -6363084.000000 Penalty: 5106.984863
	Iteration 52Q: 3 clusters Score -6363084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -6363084.500000 Penalty: 5106.984863
	Iteration 53Q: 3 clusters Score -6363084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -6363069.500000 Penalty: 5106.984863
	Iteration 54Q: 3 clusters Score -6363070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -6363062.500000 Penalty: 5106.984863
	Iteration 55Q: 3 clusters Score -6363062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -6363075.000000 Penalty: 5106.984863
	Iteration 56Q: 3 clusters Score -6363075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -6363080.500000 Penalty: 5106.984863
	Iteration 57Q: 3 clusters Score -6363080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -6363073.000000 Penalty: 5106.984863
	Iteration 58Q: 3 clusters Score -6363073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -6363078.000000 Penalty: 5106.984863
	Iteration 59Q: 3 clusters Score -6363078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -6363081.000000 Penalty: 5106.984863
	Iteration 60F: 3 clusters Score -6363081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -6363077.500000 Penalty: 5106.984863
	Iteration 61Q: 3 clusters Score -6363078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -6363069.500000 Penalty: 5106.984863
	Iteration 62Q: 3 clusters Score -6363070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -6363068.500000 Penalty: 5106.984863
	Iteration 63Q: 3 clusters Score -6363068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -6363070.000000 Penalty: 5106.984863
	Iteration 64Q: 3 clusters Score -6363070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -6363064.000000 Penalty: 5106.984863
	Iteration 65Q: 3 clusters Score -6363064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -6363066.500000 Penalty: 5106.984863
	Iteration 66Q: 3 clusters Score -6363066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -6363065.500000 Penalty: 5106.984863
	Iteration 67Q: 3 clusters Score -6363066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -6363065.500000 Penalty: 5106.984863
	Iteration 68Q: 3 clusters Score -6363066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -6363068.500000 Penalty: 5106.984863
	Iteration 69Q: 3 clusters Score -6363068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -6363069.500000 Penalty: 5106.984863
	Iteration 70Q: 3 clusters Score -6363070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -6363069.000000 Penalty: 5106.984863
	Iteration 71Q: 3 clusters Score -6363069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -6363069.500000 Penalty: 5106.984863
	Iteration 72Q: 3 clusters Score -6363070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -6363071.000000 Penalty: 5106.984863
	Iteration 73Q: 3 clusters Score -6363071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -6363077.000000 Penalty: 5106.984863
	Iteration 74Q: 3 clusters Score -6363077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -6363069.000000 Penalty: 5106.984863
	Iteration 75Q: 3 clusters Score -6363069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -6363069.000000 Penalty: 5106.984863
	Iteration 76F: 3 clusters Score -6363069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 10651 members 
Mstep: Class 41 contains 241 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 13766 members 
Entering Unmasked Estep 
Score: -84183992.000000 Penalty: 138447.671875
Splitting cluster 16 changes total score from -84149536.000000 to -84183992.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 17 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -284268.812500 Penalty: 1832.305420
	Iteration 0F: 2 clusters Score -284268.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -282007.343750 Penalty: 3664.610840
	Iteration 0F: 3 clusters Score -282007.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -283381.312500 Penalty: 3664.610840
	Iteration 1F: 3 clusters Score -283381.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -284809.312500 Penalty: 3664.610840
	Iteration 2F: 3 clusters Score -284809.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -285554.625000 Penalty: 3664.610840
	Iteration 3F: 3 clusters Score -285554.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -285866.406250 Penalty: 3664.610840
	Iteration 4F: 3 clusters Score -285866.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -285914.687500 Penalty: 3664.610840
	Iteration 5Q: 3 clusters Score -285914.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -285927.656250 Penalty: 3664.610840
	Iteration 6Q: 3 clusters Score -285927.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -285939.781250 Penalty: 3664.610840
	Iteration 7Q: 3 clusters Score -285939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -285944.156250 Penalty: 3664.610840
	Iteration 8Q: 3 clusters Score -285944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -285947.625000 Penalty: 3664.610840
	Iteration 9Q: 3 clusters Score -285947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -285947.625000 Penalty: 3664.610840
	Iteration 10F: 3 clusters Score -285947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 10651 members 
Mstep: Class 41 contains 241 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 13766 members 
Mstep: Class 44 contains 912 members 
Entering Unmasked Estep 
Score: -84184392.000000 Penalty: 141667.375000
Splitting cluster 17 changes total score from -84149536.000000 to -84184392.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 18 (25708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Entering Unmasked Estep 
Score: -5194357.500000 Penalty: 2518.330078
	Iteration 0F: 2 clusters Score -5194358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -5178656.000000 Penalty: 5036.660156
	Iteration 0F: 3 clusters Score -5178656 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -5185001.000000 Penalty: 5036.660156
	Iteration 1F: 3 clusters Score -5185001 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -5185420.000000 Penalty: 5036.660156
	Iteration 2F: 3 clusters Score -5185420 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -5185782.000000 Penalty: 5036.660156
	Iteration 3Q: 3 clusters Score -5185782 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -5186156.000000 Penalty: 5036.660156
	Iteration 4Q: 3 clusters Score -5186156 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -5186544.000000 Penalty: 5036.660156
	Iteration 5Q: 3 clusters Score -5186544 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -5186936.000000 Penalty: 5036.660156
	Iteration 6Q: 3 clusters Score -5186936 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -5187455.000000 Penalty: 5036.660156
	Iteration 7Q: 3 clusters Score -5187455 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -5188129.000000 Penalty: 5036.660156
	Iteration 8Q: 3 clusters Score -5188129 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -5188984.000000 Penalty: 5036.660156
	Iteration 9Q: 3 clusters Score -5188984 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -5189805.500000 Penalty: 5036.660156
	Iteration 10F: 3 clusters Score -5189806 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -5190537.500000 Penalty: 5036.660156
	Iteration 11Q: 3 clusters Score -5190538 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -5191066.500000 Penalty: 5036.660156
	Iteration 12Q: 3 clusters Score -5191066 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -5191581.500000 Penalty: 5036.660156
	Iteration 13Q: 3 clusters Score -5191582 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -5191910.000000 Penalty: 5036.660156
	Iteration 14Q: 3 clusters Score -5191910 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -5192086.500000 Penalty: 5036.660156
	Iteration 15Q: 3 clusters Score -5192086 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5192196.500000 Penalty: 5036.660156
	Iteration 16Q: 3 clusters Score -5192196 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -5192282.500000 Penalty: 5036.660156
	Iteration 17Q: 3 clusters Score -5192282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -5192317.500000 Penalty: 5036.660156
	Iteration 18Q: 3 clusters Score -5192318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -5192354.000000 Penalty: 5036.660156
	Iteration 19Q: 3 clusters Score -5192354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -5192387.000000 Penalty: 5036.660156
	Iteration 20F: 3 clusters Score -5192387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -5192395.000000 Penalty: 5036.660156
	Iteration 21Q: 3 clusters Score -5192395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -5192410.000000 Penalty: 5036.660156
	Iteration 22Q: 3 clusters Score -5192410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -5192410.500000 Penalty: 5036.660156
	Iteration 23Q: 3 clusters Score -5192410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -5192418.500000 Penalty: 5036.660156
	Iteration 24Q: 3 clusters Score -5192418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -5192422.000000 Penalty: 5036.660156
	Iteration 25Q: 3 clusters Score -5192422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -5192434.000000 Penalty: 5036.660156
	Iteration 26Q: 3 clusters Score -5192434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -5192432.500000 Penalty: 5036.660156
	Iteration 27Q: 3 clusters Score -5192432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -5192432.000000 Penalty: 5036.660156
	Iteration 28Q: 3 clusters Score -5192432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -5192435.000000 Penalty: 5036.660156
	Iteration 29Q: 3 clusters Score -5192435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -5192437.500000 Penalty: 5036.660156
	Iteration 30Q: 3 clusters Score -5192438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -5192444.500000 Penalty: 5036.660156
	Iteration 31Q: 3 clusters Score -5192444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -5192444.500000 Penalty: 5036.660156
	Iteration 32Q: 3 clusters Score -5192444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -5192441.000000 Penalty: 5036.660156
	Iteration 33Q: 3 clusters Score -5192441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -5192448.500000 Penalty: 5036.660156
	Iteration 34Q: 3 clusters Score -5192448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -5192448.500000 Penalty: 5036.660156
	Iteration 35F: 3 clusters Score -5192448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Entering Unmasked Estep 
Score: -10553499.000000 Penalty: 2709.463135
	Iteration 0F: 2 clusters Score -1.05535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -10519534.000000 Penalty: 5418.926270
	Iteration 0F: 3 clusters Score -1.051953e+07 nChanged 25821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -10533990.000000 Penalty: 5418.926270
	Iteration 1F: 3 clusters Score -1.053399e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -10534664.000000 Penalty: 5418.926270
	Iteration 2Q: 3 clusters Score -1.053466e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -10535281.000000 Penalty: 5418.926270
	Iteration 3Q: 3 clusters Score -1.053528e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -10536197.000000 Penalty: 5418.926270
	Iteration 4Q: 3 clusters Score -1.05362e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -10537484.000000 Penalty: 5418.926270
	Iteration 5Q: 3 clusters Score -1.053748e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -10539644.000000 Penalty: 5418.926270
	Iteration 6F: 3 clusters Score -1.053964e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -10542568.000000 Penalty: 5418.926270
	Iteration 7F: 3 clusters Score -1.054257e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -10545863.000000 Penalty: 5418.926270
	Iteration 8F: 3 clusters Score -1.054586e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -10548491.000000 Penalty: 5418.926270
	Iteration 9F: 3 clusters Score -1.054849e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -10549816.000000 Penalty: 5418.926270
	Iteration 10Q: 3 clusters Score -1.054982e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -10550544.000000 Penalty: 5418.926270
	Iteration 11Q: 3 clusters Score -1.055054e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -10550893.000000 Penalty: 5418.926270
	Iteration 12Q: 3 clusters Score -1.055089e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -10551043.000000 Penalty: 5418.926270
	Iteration 13Q: 3 clusters Score -1.055104e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -10551136.000000 Penalty: 5418.926270
	Iteration 14Q: 3 clusters Score -1.055114e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -10551207.000000 Penalty: 5418.926270
	Iteration 15Q: 3 clusters Score -1.055121e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -10551247.000000 Penalty: 5418.926270
	Iteration 16Q: 3 clusters Score -1.055125e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -10551277.000000 Penalty: 5418.926270
	Iteration 17Q: 3 clusters Score -1.055128e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -10551297.000000 Penalty: 5418.926270
	Iteration 18Q: 3 clusters Score -1.05513e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -10551321.000000 Penalty: 5418.926270
	Iteration 19Q: 3 clusters Score -1.055132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -10551350.000000 Penalty: 5418.926270
	Iteration 20F: 3 clusters Score -1.055135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -10551352.000000 Penalty: 5418.926270
	Iteration 21Q: 3 clusters Score -1.055135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -10551363.000000 Penalty: 5418.926270
	Iteration 22Q: 3 clusters Score -1.055136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -10551381.000000 Penalty: 5418.926270
	Iteration 23Q: 3 clusters Score -1.055138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -10551386.000000 Penalty: 5418.926270
	Iteration 24Q: 3 clusters Score -1.055139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -10551385.000000 Penalty: 5418.926270
	Iteration 25Q: 3 clusters Score -1.055138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -10551399.000000 Penalty: 5418.926270
	Iteration 26Q: 3 clusters Score -1.05514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -10551396.000000 Penalty: 5418.926270
	Iteration 27Q: 3 clusters Score -1.05514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -10551400.000000 Penalty: 5418.926270
	Iteration 28Q: 3 clusters Score -1.05514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -10551404.000000 Penalty: 5418.926270
	Iteration 29Q: 3 clusters Score -1.05514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -10551404.000000 Penalty: 5418.926270
	Iteration 30F: 3 clusters Score -1.05514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Entering Unmasked Estep 
Score: -1571697.625000 Penalty: 2244.063965
	Iteration 0F: 2 clusters Score -1571698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1565019.000000 Penalty: 4488.127930
	Iteration 0F: 3 clusters Score -1565019 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1567321.875000 Penalty: 4488.127930
	Iteration 1F: 3 clusters Score -1567322 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1567909.875000 Penalty: 4488.127930
	Iteration 2F: 3 clusters Score -1567910 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1568374.000000 Penalty: 4488.127930
	Iteration 3F: 3 clusters Score -1568374 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1568735.000000 Penalty: 4488.127930
	Iteration 4F: 3 clusters Score -1568735 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1569008.875000 Penalty: 4488.127930
	Iteration 5F: 3 clusters Score -1569009 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1569211.125000 Penalty: 4488.127930
	Iteration 6Q: 3 clusters Score -1569211 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1569368.625000 Penalty: 4488.127930
	Iteration 7Q: 3 clusters Score -1569369 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1569522.375000 Penalty: 4488.127930
	Iteration 8Q: 3 clusters Score -1569522 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1569666.500000 Penalty: 4488.127930
	Iteration 9Q: 3 clusters Score -1569666 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1569791.000000 Penalty: 4488.127930
	Iteration 10Q: 3 clusters Score -1569791 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1569931.125000 Penalty: 4488.127930
	Iteration 11Q: 3 clusters Score -1569931 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1570056.875000 Penalty: 4488.127930
	Iteration 12Q: 3 clusters Score -1570057 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1570181.375000 Penalty: 4488.127930
	Iteration 13Q: 3 clusters Score -1570181 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1570291.125000 Penalty: 4488.127930
	Iteration 14Q: 3 clusters Score -1570291 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1570375.375000 Penalty: 4488.127930
	Iteration 15Q: 3 clusters Score -1570375 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1570445.000000 Penalty: 4488.127930
	Iteration 16Q: 3 clusters Score -1570445 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1570509.000000 Penalty: 4488.127930
	Iteration 17Q: 3 clusters Score -1570509 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1570562.375000 Penalty: 4488.127930
	Iteration 18Q: 3 clusters Score -1570562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1570595.625000 Penalty: 4488.127930
	Iteration 19Q: 3 clusters Score -1570596 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1570627.125000 Penalty: 4488.127930
	Iteration 20F: 3 clusters Score -1570627 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1570649.375000 Penalty: 4488.127930
	Iteration 21Q: 3 clusters Score -1570649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1570680.000000 Penalty: 4488.127930
	Iteration 22Q: 3 clusters Score -1570680 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1570701.625000 Penalty: 4488.127930
	Iteration 23Q: 3 clusters Score -1570702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1570715.375000 Penalty: 4488.127930
	Iteration 24Q: 3 clusters Score -1570715 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1570736.000000 Penalty: 4488.127930
	Iteration 25Q: 3 clusters Score -1570736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1570744.500000 Penalty: 4488.127930
	Iteration 26Q: 3 clusters Score -1570744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1570751.125000 Penalty: 4488.127930
	Iteration 27Q: 3 clusters Score -1570751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1570759.000000 Penalty: 4488.127930
	Iteration 28Q: 3 clusters Score -1570759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1570761.250000 Penalty: 4488.127930
	Iteration 29Q: 3 clusters Score -1570761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1570765.875000 Penalty: 4488.127930
	Iteration 30Q: 3 clusters Score -1570766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1570767.000000 Penalty: 4488.127930
	Iteration 31Q: 3 clusters Score -1570767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1570769.625000 Penalty: 4488.127930
	Iteration 32Q: 3 clusters Score -1570770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1570772.500000 Penalty: 4488.127930
	Iteration 33Q: 3 clusters Score -1570772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1570774.500000 Penalty: 4488.127930
	Iteration 34Q: 3 clusters Score -1570774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1570782.000000 Penalty: 4488.127930
	Iteration 35Q: 3 clusters Score -1570782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1570793.250000 Penalty: 4488.127930
	Iteration 36Q: 3 clusters Score -1570793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1570796.500000 Penalty: 4488.127930
	Iteration 37Q: 3 clusters Score -1570796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1570802.125000 Penalty: 4488.127930
	Iteration 38Q: 3 clusters Score -1570802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1570810.250000 Penalty: 4488.127930
	Iteration 39Q: 3 clusters Score -1570810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1570813.500000 Penalty: 4488.127930
	Iteration 40F: 3 clusters Score -1570814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1570814.625000 Penalty: 4488.127930
	Iteration 41Q: 3 clusters Score -1570815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1570821.125000 Penalty: 4488.127930
	Iteration 42Q: 3 clusters Score -1570821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1570821.375000 Penalty: 4488.127930
	Iteration 43Q: 3 clusters Score -1570821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1570823.125000 Penalty: 4488.127930
	Iteration 44Q: 3 clusters Score -1570823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1570829.750000 Penalty: 4488.127930
	Iteration 45Q: 3 clusters Score -1570830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1570829.250000 Penalty: 4488.127930
	Iteration 46Q: 3 clusters Score -1570829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1570829.875000 Penalty: 4488.127930
	Iteration 47Q: 3 clusters Score -1570830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1570834.375000 Penalty: 4488.127930
	Iteration 48Q: 3 clusters Score -1570834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1570833.625000 Penalty: 4488.127930
	Iteration 49Q: 3 clusters Score -1570834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1570834.375000 Penalty: 4488.127930
	Iteration 50Q: 3 clusters Score -1570834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1570837.375000 Penalty: 4488.127930
	Iteration 51Q: 3 clusters Score -1570837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1570835.375000 Penalty: 4488.127930
	Iteration 52Q: 3 clusters Score -1570835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1570835.375000 Penalty: 4488.127930
	Iteration 53F: 3 clusters Score -1570835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -88841.859375 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -88841.86 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 345 members 
Entering Unmasked Estep 
Score: -87374.585938 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -87374.59 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87946.992188 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -87946.99 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88251.906250 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -88251.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -88427.562500 Penalty: 3226.126953
	Iteration 3F: 3 clusters Score -88427.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88553.679688 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -88553.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88603.953125 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -88603.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88628.382812 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -88628.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88646.734375 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -88646.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -88669.640625 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -88669.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -88682.460938 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -88682.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -88696.296875 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -88696.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88713.859375 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -88713.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -88732.843750 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -88732.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -88784.773438 Penalty: 3226.126953
	Iteration 13Q: 3 clusters Score -88784.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -88844.210938 Penalty: 3226.126953
	Iteration 14Q: 3 clusters Score -88844.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -88872.679688 Penalty: 3226.126953
	Iteration 15Q: 3 clusters Score -88872.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -88911.023438 Penalty: 3226.126953
	Iteration 16Q: 3 clusters Score -88911.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -88951.093750 Penalty: 3226.126953
	Iteration 17Q: 3 clusters Score -88951.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -88993.218750 Penalty: 3226.126953
	Iteration 18Q: 3 clusters Score -88993.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -89008.078125 Penalty: 3226.126953
	Iteration 19Q: 3 clusters Score -89008.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -89037.515625 Penalty: 3226.126953
	Iteration 20F: 3 clusters Score -89037.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -89117.359375 Penalty: 3226.126953
	Iteration 21Q: 3 clusters Score -89117.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -89171.539062 Penalty: 3226.126953
	Iteration 22Q: 3 clusters Score -89171.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -89196.929688 Penalty: 3226.126953
	Iteration 23Q: 3 clusters Score -89196.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -89230.968750 Penalty: 3226.126953
	Iteration 24Q: 3 clusters Score -89230.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -89265.742188 Penalty: 3226.126953
	Iteration 25Q: 3 clusters Score -89265.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -89278.296875 Penalty: 3226.126953
	Iteration 26Q: 3 clusters Score -89278.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -89294.070312 Penalty: 3226.126953
	Iteration 27Q: 3 clusters Score -89294.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -89343.273438 Penalty: 3226.126953
	Iteration 28Q: 3 clusters Score -89343.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -89343.273438 Penalty: 3226.126953
	Iteration 29F: 3 clusters Score -89343.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 10651 members 
Mstep: Class 41 contains 241 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 13766 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 234 members 
Entering Unmasked Estep 
Score: -84183200.000000 Penalty: 144887.093750
Splitting cluster 21 changes total score from -84149536.000000 to -84183200.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 22 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -53074.253906 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -53074.25 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 188 members 
Entering Unmasked Estep 
Score: -51848.550781 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -51848.55 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52053.015625 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -52053.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52116.578125 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -52116.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52129.644531 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -52129.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52171.519531 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -52171.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52191.855469 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -52191.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -52195.550781 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -52195.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52196.109375 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -52196.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52196.109375 Penalty: 2902.692383
	Iteration 8F: 3 clusters Score -52196.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -165950.015625 Penalty: 1738.109375
	Iteration 0F: 2 clusters Score -165950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -164079.671875 Penalty: 3476.218750
	Iteration 0F: 3 clusters Score -164079.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -164762.359375 Penalty: 3476.218750
	Iteration 1F: 3 clusters Score -164762.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -165121.859375 Penalty: 3476.218750
	Iteration 2F: 3 clusters Score -165121.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -165487.062500 Penalty: 3476.218750
	Iteration 3F: 3 clusters Score -165487.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -165708.375000 Penalty: 3476.218750
	Iteration 4F: 3 clusters Score -165708.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -165847.515625 Penalty: 3476.218750
	Iteration 5Q: 3 clusters Score -165847.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -165982.328125 Penalty: 3476.218750
	Iteration 6Q: 3 clusters Score -165982.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -166105.046875 Penalty: 3476.218750
	Iteration 7Q: 3 clusters Score -166105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -166230.593750 Penalty: 3476.218750
	Iteration 8Q: 3 clusters Score -166230.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -166302.656250 Penalty: 3476.218750
	Iteration 9Q: 3 clusters Score -166302.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -166328.828125 Penalty: 3476.218750
	Iteration 10Q: 3 clusters Score -166328.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -166350.171875 Penalty: 3476.218750
	Iteration 11Q: 3 clusters Score -166350.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -166371.265625 Penalty: 3476.218750
	Iteration 12Q: 3 clusters Score -166371.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -166398.296875 Penalty: 3476.218750
	Iteration 13Q: 3 clusters Score -166398.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -166450.078125 Penalty: 3476.218750
	Iteration 14Q: 3 clusters Score -166450.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -166490.187500 Penalty: 3476.218750
	Iteration 15Q: 3 clusters Score -166490.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -166533.265625 Penalty: 3476.218750
	Iteration 16Q: 3 clusters Score -166533.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -166558.281250 Penalty: 3476.218750
	Iteration 17Q: 3 clusters Score -166558.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -166565.671875 Penalty: 3476.218750
	Iteration 18Q: 3 clusters Score -166565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -166566.453125 Penalty: 3476.218750
	Iteration 19Q: 3 clusters Score -166566.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -166609.156250 Penalty: 3476.218750
	Iteration 20F: 3 clusters Score -166609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -166653.406250 Penalty: 3476.218750
	Iteration 21Q: 3 clusters Score -166653.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -166669.109375 Penalty: 3476.218750
	Iteration 22Q: 3 clusters Score -166669.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -166684.500000 Penalty: 3476.218750
	Iteration 23Q: 3 clusters Score -166684.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -166689.781250 Penalty: 3476.218750
	Iteration 24Q: 3 clusters Score -166689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -166696.718750 Penalty: 3476.218750
	Iteration 25Q: 3 clusters Score -166696.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -166697.468750 Penalty: 3476.218750
	Iteration 26Q: 3 clusters Score -166697.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -166697.468750 Penalty: 3476.218750
	Iteration 27F: 3 clusters Score -166697.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 10651 members 
Mstep: Class 41 contains 241 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 13766 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 234 members 
Mstep: Class 46 contains 516 members 
Entering Unmasked Estep 
Score: -84182448.000000 Penalty: 148106.812500
Splitting cluster 23 changes total score from -84149536.000000 to -84182448.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -123567.796875 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -123567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -121974.156250 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -121974.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -122315.812500 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -122315.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -122588.539062 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -122588.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -122864.843750 Penalty: 3248.626709
	Iteration 3F: 3 clusters Score -122864.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -123034.953125 Penalty: 3248.626709
	Iteration 4F: 3 clusters Score -123035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -123153.078125 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -123153.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -123231.515625 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -123231.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123270.578125 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -123270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -123295.382812 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -123295.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -123344.968750 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -123345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -123376.859375 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -123376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -123431.187500 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -123431.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -123501.976562 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -123502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -123631.468750 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -123631.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -123870.421875 Penalty: 3248.626709
	Iteration 14Q: 3 clusters Score -123870.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124036.695312 Penalty: 3248.626709
	Iteration 15Q: 3 clusters Score -124036.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124065.046875 Penalty: 3248.626709
	Iteration 16Q: 3 clusters Score -124065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124070.742188 Penalty: 3248.626709
	Iteration 17Q: 3 clusters Score -124070.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -124075.429688 Penalty: 3248.626709
	Iteration 18Q: 3 clusters Score -124075.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -124085.117188 Penalty: 3248.626709
	Iteration 19Q: 3 clusters Score -124085.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124088.757812 Penalty: 3248.626709
	Iteration 20F: 3 clusters Score -124088.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 293 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 10651 members 
Mstep: Class 41 contains 241 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 13766 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 234 members 
Mstep: Class 46 contains 516 members 
Mstep: Class 47 contains 406 members 
Entering Unmasked Estep 
Score: -84181408.000000 Penalty: 151326.515625
Splitting cluster 24 changes total score from -84149536.000000 to -84181408.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 25 (4633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Entering Unmasked Estep 
Score: -849367.625000 Penalty: 2093.358154
	Iteration 0F: 2 clusters Score -849367.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -845111.125000 Penalty: 4186.716309
	Iteration 0F: 3 clusters Score -845111.1 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -846293.500000 Penalty: 4186.716309
	Iteration 1F: 3 clusters Score -846293.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -846614.125000 Penalty: 4186.716309
	Iteration 2F: 3 clusters Score -846614.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -846925.625000 Penalty: 4186.716309
	Iteration 3F: 3 clusters Score -846925.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -847282.125000 Penalty: 4186.716309
	Iteration 4F: 3 clusters Score -847282.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -847660.312500 Penalty: 4186.716309
	Iteration 5F: 3 clusters Score -847660.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -848042.125000 Penalty: 4186.716309
	Iteration 6F: 3 clusters Score -848042.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -848364.437500 Penalty: 4186.716309
	Iteration 7F: 3 clusters Score -848364.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -848610.250000 Penalty: 4186.716309
	Iteration 8F: 3 clusters Score -848610.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -848787.000000 Penalty: 4186.716309
	Iteration 9Q: 3 clusters Score -848787 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -848879.250000 Penalty: 4186.716309
	Iteration 10Q: 3 clusters Score -848879.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -848932.375000 Penalty: 4186.716309
	Iteration 11Q: 3 clusters Score -848932.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -848967.062500 Penalty: 4186.716309
	Iteration 12Q: 3 clusters Score -848967.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -849000.625000 Penalty: 4186.716309
	Iteration 13Q: 3 clusters Score -849000.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -849017.500000 Penalty: 4186.716309
	Iteration 14Q: 3 clusters Score -849017.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -849027.875000 Penalty: 4186.716309
	Iteration 15Q: 3 clusters Score -849027.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -849037.750000 Penalty: 4186.716309
	Iteration 16Q: 3 clusters Score -849037.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -849044.250000 Penalty: 4186.716309
	Iteration 17Q: 3 clusters Score -849044.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -849051.875000 Penalty: 4186.716309
	Iteration 18Q: 3 clusters Score -849051.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -849059.250000 Penalty: 4186.716309
	Iteration 19Q: 3 clusters Score -849059.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -849066.062500 Penalty: 4186.716309
	Iteration 20F: 3 clusters Score -849066.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -849070.937500 Penalty: 4186.716309
	Iteration 21Q: 3 clusters Score -849070.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -849072.500000 Penalty: 4186.716309
	Iteration 22Q: 3 clusters Score -849072.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -849072.562500 Penalty: 4186.716309
	Iteration 23Q: 3 clusters Score -849072.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -849072.750000 Penalty: 4186.716309
	Iteration 24Q: 3 clusters Score -849072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -849073.250000 Penalty: 4186.716309
	Iteration 25Q: 3 clusters Score -849073.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -849073.250000 Penalty: 4186.716309
	Iteration 26F: 3 clusters Score -849073.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Entering Unmasked Estep 
Score: -1392729.875000 Penalty: 2203.795166
	Iteration 0F: 2 clusters Score -1392730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1386834.750000 Penalty: 4407.590332
	Iteration 0F: 3 clusters Score -1386835 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1388473.750000 Penalty: 4407.590332
	Iteration 1F: 3 clusters Score -1388474 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1388869.750000 Penalty: 4407.590332
	Iteration 2F: 3 clusters Score -1388870 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1389270.500000 Penalty: 4407.590332
	Iteration 3F: 3 clusters Score -1389270 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1389684.750000 Penalty: 4407.590332
	Iteration 4F: 3 clusters Score -1389685 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1390197.000000 Penalty: 4407.590332
	Iteration 5F: 3 clusters Score -1390197 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1390818.250000 Penalty: 4407.590332
	Iteration 6F: 3 clusters Score -1390818 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1391389.375000 Penalty: 4407.590332
	Iteration 7F: 3 clusters Score -1391389 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1391897.125000 Penalty: 4407.590332
	Iteration 8F: 3 clusters Score -1391897 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1392248.500000 Penalty: 4407.590332
	Iteration 9Q: 3 clusters Score -1392248 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1392441.000000 Penalty: 4407.590332
	Iteration 10Q: 3 clusters Score -1392441 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1392546.375000 Penalty: 4407.590332
	Iteration 11Q: 3 clusters Score -1392546 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1392597.250000 Penalty: 4407.590332
	Iteration 12Q: 3 clusters Score -1392597 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1392628.375000 Penalty: 4407.590332
	Iteration 13Q: 3 clusters Score -1392628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1392676.125000 Penalty: 4407.590332
	Iteration 14Q: 3 clusters Score -1392676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1392709.500000 Penalty: 4407.590332
	Iteration 15Q: 3 clusters Score -1392710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1392740.000000 Penalty: 4407.590332
	Iteration 16Q: 3 clusters Score -1392740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1392778.000000 Penalty: 4407.590332
	Iteration 17Q: 3 clusters Score -1392778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1392810.250000 Penalty: 4407.590332
	Iteration 18Q: 3 clusters Score -1392810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1392842.250000 Penalty: 4407.590332
	Iteration 19Q: 3 clusters Score -1392842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1392871.125000 Penalty: 4407.590332
	Iteration 20F: 3 clusters Score -1392871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1392888.375000 Penalty: 4407.590332
	Iteration 21Q: 3 clusters Score -1392888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1392911.000000 Penalty: 4407.590332
	Iteration 22Q: 3 clusters Score -1392911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1392919.625000 Penalty: 4407.590332
	Iteration 23Q: 3 clusters Score -1392920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1392932.125000 Penalty: 4407.590332
	Iteration 24Q: 3 clusters Score -1392932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1392941.000000 Penalty: 4407.590332
	Iteration 25Q: 3 clusters Score -1392941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1392939.500000 Penalty: 4407.590332
	Iteration 26Q: 3 clusters Score -1392940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1392942.250000 Penalty: 4407.590332
	Iteration 27Q: 3 clusters Score -1392942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1392942.250000 Penalty: 4407.590332
	Iteration 28F: 3 clusters Score -1392942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 293 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 5204 members 
Mstep: Class 27 contains 49589 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 10651 members 
Mstep: Class 41 contains 241 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 13766 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 234 members 
Mstep: Class 46 contains 516 members 
Mstep: Class 47 contains 406 members 
Mstep: Class 48 contains 2028 members 
Entering Unmasked Estep 
Score: -84180608.000000 Penalty: 154546.234375
Splitting cluster 26 changes total score from -84149536.000000 to -84180608.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 27 (49589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Entering Unmasked Estep 
Score: -9644482.000000 Penalty: 2681.258057
	Iteration 0F: 2 clusters Score -9644482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -9626197.000000 Penalty: 5362.516113
	Iteration 0F: 3 clusters Score -9626197 nChanged 22872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -9638773.000000 Penalty: 5362.516113
	Iteration 1F: 3 clusters Score -9638773 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -9639187.000000 Penalty: 5362.516113
	Iteration 2Q: 3 clusters Score -9639187 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -9639598.000000 Penalty: 5362.516113
	Iteration 3Q: 3 clusters Score -9639598 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -9640107.000000 Penalty: 5362.516113
	Iteration 4Q: 3 clusters Score -9640107 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -9640624.000000 Penalty: 5362.516113
	Iteration 5Q: 3 clusters Score -9640624 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -9641159.000000 Penalty: 5362.516113
	Iteration 6Q: 3 clusters Score -9641159 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -9641854.000000 Penalty: 5362.516113
	Iteration 7F: 3 clusters Score -9641854 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -9642723.000000 Penalty: 5362.516113
	Iteration 8F: 3 clusters Score -9642723 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -9643631.000000 Penalty: 5362.516113
	Iteration 9Q: 3 clusters Score -9643631 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -9644876.000000 Penalty: 5362.516113
	Iteration 10Q: 3 clusters Score -9644876 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -9645932.000000 Penalty: 5362.516113
	Iteration 11Q: 3 clusters Score -9645932 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -9646601.000000 Penalty: 5362.516113
	Iteration 12Q: 3 clusters Score -9646601 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -9646887.000000 Penalty: 5362.516113
	Iteration 13Q: 3 clusters Score -9646887 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -9647356.000000 Penalty: 5362.516113
	Iteration 14Q: 3 clusters Score -9647356 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -9647676.000000 Penalty: 5362.516113
	Iteration 15Q: 3 clusters Score -9647676 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -9648078.000000 Penalty: 5362.516113
	Iteration 16Q: 3 clusters Score -9648078 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -9648467.000000 Penalty: 5362.516113
	Iteration 17Q: 3 clusters Score -9648467 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -9648847.000000 Penalty: 5362.516113
	Iteration 18Q: 3 clusters Score -9648847 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -9649295.000000 Penalty: 5362.516113
	Iteration 19Q: 3 clusters Score -9649295 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -9649781.000000 Penalty: 5362.516113
	Iteration 20F: 3 clusters Score -9649781 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -9650249.000000 Penalty: 5362.516113
	Iteration 21Q: 3 clusters Score -9650249 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -9650569.000000 Penalty: 5362.516113
	Iteration 22Q: 3 clusters Score -9650569 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -9650925.000000 Penalty: 5362.516113
	Iteration 23Q: 3 clusters Score -9650925 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -9651304.000000 Penalty: 5362.516113
	Iteration 24Q: 3 clusters Score -9651304 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -9651833.000000 Penalty: 5362.516113
	Iteration 25Q: 3 clusters Score -9651833 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -9652430.000000 Penalty: 5362.516113
	Iteration 26Q: 3 clusters Score -9652430 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -9653003.000000 Penalty: 5362.516113
	Iteration 27Q: 3 clusters Score -9653003 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -9653659.000000 Penalty: 5362.516113
	Iteration 28Q: 3 clusters Score -9653659 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -9654349.000000 Penalty: 5362.516113
	Iteration 29Q: 3 clusters Score -9654349 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -9655001.000000 Penalty: 5362.516113
	Iteration 30Q: 3 clusters Score -9655001 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -9655482.000000 Penalty: 5362.516113
	Iteration 31Q: 3 clusters Score -9655482 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -9655787.000000 Penalty: 5362.516113
	Iteration 32Q: 3 clusters Score -9655787 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -9655939.000000 Penalty: 5362.516113
	Iteration 33Q: 3 clusters Score -9655939 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -9656053.000000 Penalty: 5362.516113
	Iteration 34Q: 3 clusters Score -9656053 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -9656102.000000 Penalty: 5362.516113
	Iteration 35Q: 3 clusters Score -9656102 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -9656163.000000 Penalty: 5362.516113
	Iteration 36Q: 3 clusters Score -9656163 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -9656183.000000 Penalty: 5362.516113
	Iteration 37Q: 3 clusters Score -9656183 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -9656248.000000 Penalty: 5362.516113
	Iteration 38Q: 3 clusters Score -9656248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -9656270.000000 Penalty: 5362.516113
	Iteration 39Q: 3 clusters Score -9656270 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -9656645.000000 Penalty: 5362.516113
	Iteration 40F: 3 clusters Score -9656645 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -9656795.000000 Penalty: 5362.516113
	Iteration 41Q: 3 clusters Score -9656795 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -9656844.000000 Penalty: 5362.516113
	Iteration 42Q: 3 clusters Score -9656844 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -9656874.000000 Penalty: 5362.516113
	Iteration 43Q: 3 clusters Score -9656874 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -9656906.000000 Penalty: 5362.516113
	Iteration 44Q: 3 clusters Score -9656906 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -9656915.000000 Penalty: 5362.516113
	Iteration 45Q: 3 clusters Score -9656915 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -9656927.000000 Penalty: 5362.516113
	Iteration 46Q: 3 clusters Score -9656927 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -9656928.000000 Penalty: 5362.516113
	Iteration 47Q: 3 clusters Score -9656928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -9656920.000000 Penalty: 5362.516113
	Iteration 48Q: 3 clusters Score -9656920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -9656927.000000 Penalty: 5362.516113
	Iteration 49Q: 3 clusters Score -9656927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -9656915.000000 Penalty: 5362.516113
	Iteration 50Q: 3 clusters Score -9656915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -9656917.000000 Penalty: 5362.516113
	Iteration 51Q: 3 clusters Score -9656917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -9656920.000000 Penalty: 5362.516113
	Iteration 52Q: 3 clusters Score -9656920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -9656913.000000 Penalty: 5362.516113
	Iteration 53Q: 3 clusters Score -9656913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -9656923.000000 Penalty: 5362.516113
	Iteration 54Q: 3 clusters Score -9656923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -9656922.000000 Penalty: 5362.516113
	Iteration 55Q: 3 clusters Score -9656922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -9656922.000000 Penalty: 5362.516113
	Iteration 56F: 3 clusters Score -9656922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 293 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 5204 members 
Mstep: Class 27 contains 24930 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 10651 members 
Mstep: Class 41 contains 241 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 13766 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 234 members 
Mstep: Class 46 contains 516 members 
Mstep: Class 47 contains 406 members 
Mstep: Class 48 contains 2028 members 
Mstep: Class 49 contains 24659 members 
Entering Unmasked Estep 
Score: -84193296.000000 Penalty: 157765.953125
Splitting cluster 27 changes total score from -84149536.000000 to -84193296.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 28 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -35299.507812 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -35299.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34066.941406 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -34066.94 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34697.796875 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -34697.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34976.960938 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -34976.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35223.058594 Penalty: 3085.412598
	Iteration 3F: 3 clusters Score -35223.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35476.621094 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -35476.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35754.242188 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -35754.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35961.445312 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -35961.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36023.105469 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -36023.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36108.750000 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -36108.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36122.976562 Penalty: 3085.412598
	Iteration 9Q: 3 clusters Score -36122.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36123.964844 Penalty: 3085.412598
	Iteration 10Q: 3 clusters Score -36123.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36125.726562 Penalty: 3085.412598
	Iteration 11F: 3 clusters Score -36125.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36135.750000 Penalty: 3085.412598
	Iteration 12Q: 3 clusters Score -36135.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36135.750000 Penalty: 3085.412598
	Iteration 13F: 3 clusters Score -36135.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 293 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 5204 members 
Mstep: Class 27 contains 24930 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 10651 members 
Mstep: Class 41 contains 241 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 13766 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 234 members 
Mstep: Class 46 contains 516 members 
Mstep: Class 47 contains 406 members 
Mstep: Class 48 contains 2028 members 
Mstep: Class 49 contains 24659 members 
Mstep: Class 50 contains 232 members 
Entering Unmasked Estep 
Score: -84192408.000000 Penalty: 160985.656250
Splitting cluster 28 changes total score from -84149536.000000 to -84192408.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 29 (1608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Entering Unmasked Estep 
Score: -264697.843750 Penalty: 1830.921143
	Iteration 0F: 2 clusters Score -264697.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -262564.937500 Penalty: 3661.842285
	Iteration 0F: 3 clusters Score -262564.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -263710.531250 Penalty: 3661.842285
	Iteration 1F: 3 clusters Score -263710.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -264563.125000 Penalty: 3661.842285
	Iteration 2F: 3 clusters Score -264563.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -265017.218750 Penalty: 3661.842285
	Iteration 3F: 3 clusters Score -265017.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -265184.937500 Penalty: 3661.842285
	Iteration 4Q: 3 clusters Score -265184.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -265263.218750 Penalty: 3661.842285
	Iteration 5Q: 3 clusters Score -265263.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -265306.437500 Penalty: 3661.842285
	Iteration 6Q: 3 clusters Score -265306.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -265358.062500 Penalty: 3661.842285
	Iteration 7Q: 3 clusters Score -265358.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -265393.000000 Penalty: 3661.842285
	Iteration 8Q: 3 clusters Score -265393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -265413.656250 Penalty: 3661.842285
	Iteration 9Q: 3 clusters Score -265413.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -265418.875000 Penalty: 3661.842285
	Iteration 10Q: 3 clusters Score -265418.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -265423.781250 Penalty: 3661.842285
	Iteration 11Q: 3 clusters Score -265423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -265425.125000 Penalty: 3661.842285
	Iteration 12Q: 3 clusters Score -265425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -265426.125000 Penalty: 3661.842285
	Iteration 13Q: 3 clusters Score -265426.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -265431.937500 Penalty: 3661.842285
	Iteration 14F: 3 clusters Score -265431.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -265443.031250 Penalty: 3661.842285
	Iteration 15Q: 3 clusters Score -265443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -265450.343750 Penalty: 3661.842285
	Iteration 16Q: 3 clusters Score -265450.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -265455.937500 Penalty: 3661.842285
	Iteration 17Q: 3 clusters Score -265455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -265459.656250 Penalty: 3661.842285
	Iteration 18Q: 3 clusters Score -265459.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -265462.468750 Penalty: 3661.842285
	Iteration 19Q: 3 clusters Score -265462.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -265467.312500 Penalty: 3661.842285
	Iteration 20F: 3 clusters Score -265467.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -265468.906250 Penalty: 3661.842285
	Iteration 21Q: 3 clusters Score -265468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -265469.593750 Penalty: 3661.842285
	Iteration 22Q: 3 clusters Score -265469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -265470.343750 Penalty: 3661.842285
	Iteration 23Q: 3 clusters Score -265470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -265471.312500 Penalty: 3661.842285
	Iteration 24Q: 3 clusters Score -265471.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -265471.312500 Penalty: 3661.842285
	Iteration 25F: 3 clusters Score -265471.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 293 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 5204 members 
Mstep: Class 27 contains 24930 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 907 members 
Mstep: Class 30 contains 25536 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 10651 members 
Mstep: Class 41 contains 241 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 13766 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 234 members 
Mstep: Class 46 contains 516 members 
Mstep: Class 47 contains 406 members 
Mstep: Class 48 contains 2028 members 
Mstep: Class 49 contains 24659 members 
Mstep: Class 50 contains 232 members 
Mstep: Class 51 contains 701 members 
Entering Unmasked Estep 
Score: -84191744.000000 Penalty: 164205.375000
Splitting cluster 29 changes total score from -84149536.000000 to -84191744.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 30 (25536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Entering Unmasked Estep 
Score: -5482087.500000 Penalty: 2516.665283
	Iteration 0F: 2 clusters Score -5482088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -5472151.500000 Penalty: 5033.330566
	Iteration 0F: 3 clusters Score -5472152 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -5478243.500000 Penalty: 5033.330566
	Iteration 1F: 3 clusters Score -5478244 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -5478703.000000 Penalty: 5033.330566
	Iteration 2F: 3 clusters Score -5478703 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -5479056.000000 Penalty: 5033.330566
	Iteration 3Q: 3 clusters Score -5479056 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -5479369.000000 Penalty: 5033.330566
	Iteration 4Q: 3 clusters Score -5479369 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -5479765.000000 Penalty: 5033.330566
	Iteration 5Q: 3 clusters Score -5479765 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -5480363.500000 Penalty: 5033.330566
	Iteration 6Q: 3 clusters Score -5480364 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -5481098.000000 Penalty: 5033.330566
	Iteration 7Q: 3 clusters Score -5481098 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -5482035.500000 Penalty: 5033.330566
	Iteration 8F: 3 clusters Score -5482036 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -5483048.500000 Penalty: 5033.330566
	Iteration 9F: 3 clusters Score -5483048 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -5483718.500000 Penalty: 5033.330566
	Iteration 10F: 3 clusters Score -5483718 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -5484086.500000 Penalty: 5033.330566
	Iteration 11Q: 3 clusters Score -5484086 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -5484253.500000 Penalty: 5033.330566
	Iteration 12Q: 3 clusters Score -5484254 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -5484319.500000 Penalty: 5033.330566
	Iteration 13Q: 3 clusters Score -5484320 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -5484426.000000 Penalty: 5033.330566
	Iteration 14Q: 3 clusters Score -5484426 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -5484546.500000 Penalty: 5033.330566
	Iteration 15Q: 3 clusters Score -5484546 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -5484645.000000 Penalty: 5033.330566
	Iteration 16Q: 3 clusters Score -5484645 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -5484698.000000 Penalty: 5033.330566
	Iteration 17Q: 3 clusters Score -5484698 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -5484779.000000 Penalty: 5033.330566
	Iteration 18Q: 3 clusters Score -5484779 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -5484834.500000 Penalty: 5033.330566
	Iteration 19Q: 3 clusters Score -5484834 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -5484886.000000 Penalty: 5033.330566
	Iteration 20F: 3 clusters Score -5484886 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -5484902.500000 Penalty: 5033.330566
	Iteration 21Q: 3 clusters Score -5484902 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -5484945.000000 Penalty: 5033.330566
	Iteration 22Q: 3 clusters Score -5484945 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -5485023.000000 Penalty: 5033.330566
	Iteration 23Q: 3 clusters Score -5485023 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -5485057.500000 Penalty: 5033.330566
	Iteration 24Q: 3 clusters Score -5485058 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -5485101.500000 Penalty: 5033.330566
	Iteration 25Q: 3 clusters Score -5485102 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -5485157.000000 Penalty: 5033.330566
	Iteration 26Q: 3 clusters Score -5485157 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -5485170.000000 Penalty: 5033.330566
	Iteration 27Q: 3 clusters Score -5485170 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -5485154.000000 Penalty: 5033.330566
	Iteration 28Q: 3 clusters Score -5485154 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -5485157.000000 Penalty: 5033.330566
	Iteration 29Q: 3 clusters Score -5485157 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -5485153.000000 Penalty: 5033.330566
	Iteration 30Q: 3 clusters Score -5485153 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -5485142.500000 Penalty: 5033.330566
	Iteration 31Q: 3 clusters Score -5485142 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -5485154.000000 Penalty: 5033.330566
	Iteration 32Q: 3 clusters Score -5485154 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -5485161.000000 Penalty: 5033.330566
	Iteration 33Q: 3 clusters Score -5485161 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -5485165.000000 Penalty: 5033.330566
	Iteration 34Q: 3 clusters Score -5485165 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -5485161.500000 Penalty: 5033.330566
	Iteration 35Q: 3 clusters Score -5485162 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -5485164.500000 Penalty: 5033.330566
	Iteration 36Q: 3 clusters Score -5485164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -5485151.000000 Penalty: 5033.330566
	Iteration 37Q: 3 clusters Score -5485151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -5485125.000000 Penalty: 5033.330566
	Iteration 38Q: 3 clusters Score -5485125 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -5485111.000000 Penalty: 5033.330566
	Iteration 39Q: 3 clusters Score -5485111 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -5485119.000000 Penalty: 5033.330566
	Iteration 40F: 3 clusters Score -5485119 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -5485115.000000 Penalty: 5033.330566
	Iteration 41Q: 3 clusters Score -5485115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -5485113.500000 Penalty: 5033.330566
	Iteration 42Q: 3 clusters Score -5485114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -5485110.500000 Penalty: 5033.330566
	Iteration 43Q: 3 clusters Score -5485110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -5485107.000000 Penalty: 5033.330566
	Iteration 44Q: 3 clusters Score -5485107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -5485103.000000 Penalty: 5033.330566
	Iteration 45Q: 3 clusters Score -5485103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -5485087.000000 Penalty: 5033.330566
	Iteration 46Q: 3 clusters Score -5485087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -5485091.500000 Penalty: 5033.330566
	Iteration 47Q: 3 clusters Score -5485092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -5485075.000000 Penalty: 5033.330566
	Iteration 48Q: 3 clusters Score -5485075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -5485088.000000 Penalty: 5033.330566
	Iteration 49Q: 3 clusters Score -5485088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -5485085.000000 Penalty: 5033.330566
	Iteration 50Q: 3 clusters Score -5485085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -5485080.000000 Penalty: 5033.330566
	Iteration 51Q: 3 clusters Score -5485080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -5485090.500000 Penalty: 5033.330566
	Iteration 52Q: 3 clusters Score -5485090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -5485088.000000 Penalty: 5033.330566
	Iteration 53Q: 3 clusters Score -5485088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -5485079.500000 Penalty: 5033.330566
	Iteration 54Q: 3 clusters Score -5485080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -5485067.500000 Penalty: 5033.330566
	Iteration 55Q: 3 clusters Score -5485068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -5485063.500000 Penalty: 5033.330566
	Iteration 56Q: 3 clusters Score -5485064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -5485056.500000 Penalty: 5033.330566
	Iteration 57Q: 3 clusters Score -5485056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -5485063.000000 Penalty: 5033.330566
	Iteration 58Q: 3 clusters Score -5485063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -5485059.500000 Penalty: 5033.330566
	Iteration 59Q: 3 clusters Score -5485060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -5485060.000000 Penalty: 5033.330566
	Iteration 60F: 3 clusters Score -5485060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -5485053.000000 Penalty: 5033.330566
	Iteration 61Q: 3 clusters Score -5485053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -5485064.000000 Penalty: 5033.330566
	Iteration 62Q: 3 clusters Score -5485064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -5485063.000000 Penalty: 5033.330566
	Iteration 63Q: 3 clusters Score -5485063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -5485060.000000 Penalty: 5033.330566
	Iteration 64Q: 3 clusters Score -5485060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -5485054.500000 Penalty: 5033.330566
	Iteration 65Q: 3 clusters Score -5485054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -5485050.000000 Penalty: 5033.330566
	Iteration 66Q: 3 clusters Score -5485050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -5485059.500000 Penalty: 5033.330566
	Iteration 67Q: 3 clusters Score -5485060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -5485054.500000 Penalty: 5033.330566
	Iteration 68Q: 3 clusters Score -5485054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -5485054.000000 Penalty: 5033.330566
	Iteration 69Q: 3 clusters Score -5485054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -5485052.000000 Penalty: 5033.330566
	Iteration 70Q: 3 clusters Score -5485052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -5485053.500000 Penalty: 5033.330566
	Iteration 71Q: 3 clusters Score -5485054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -5485055.500000 Penalty: 5033.330566
	Iteration 72Q: 3 clusters Score -5485056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -5485044.000000 Penalty: 5033.330566
	Iteration 73Q: 3 clusters Score -5485044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -5485049.000000 Penalty: 5033.330566
	Iteration 74Q: 3 clusters Score -5485049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -5485046.500000 Penalty: 5033.330566
	Iteration 75Q: 3 clusters Score -5485046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -5485042.000000 Penalty: 5033.330566
	Iteration 76Q: 3 clusters Score -5485042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -5485042.500000 Penalty: 5033.330566
	Iteration 77Q: 3 clusters Score -5485042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -5485040.000000 Penalty: 5033.330566
	Iteration 78Q: 3 clusters Score -5485040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -5485040.000000 Penalty: 5033.330566
	Iteration 79F: 3 clusters Score -5485040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 293 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 5204 members 
Mstep: Class 27 contains 24930 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 907 members 
Mstep: Class 30 contains 15552 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 10651 members 
Mstep: Class 41 contains 241 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 13766 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 234 members 
Mstep: Class 46 contains 516 members 
Mstep: Class 47 contains 406 members 
Mstep: Class 48 contains 2028 members 
Mstep: Class 49 contains 24659 members 
Mstep: Class 50 contains 232 members 
Mstep: Class 51 contains 701 members 
Mstep: Class 52 contains 9984 members 
Entering Unmasked Estep 
Score: -84194008.000000 Penalty: 167425.093750
Splitting cluster 30 changes total score from -84149536.000000 to -84194008.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 31 (3479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Entering Unmasked Estep 
Score: -673579.500000 Penalty: 2022.316040
	Iteration 0F: 2 clusters Score -673579.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -670089.562500 Penalty: 4044.632080
	Iteration 0F: 3 clusters Score -670089.6 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -670956.625000 Penalty: 4044.632080
	Iteration 1F: 3 clusters Score -670956.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -671397.562500 Penalty: 4044.632080
	Iteration 2F: 3 clusters Score -671397.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -671995.250000 Penalty: 4044.632080
	Iteration 3F: 3 clusters Score -671995.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -672806.312500 Penalty: 4044.632080
	Iteration 4F: 3 clusters Score -672806.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -673478.437500 Penalty: 4044.632080
	Iteration 5F: 3 clusters Score -673478.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -673845.000000 Penalty: 4044.632080
	Iteration 6F: 3 clusters Score -673845 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -673945.000000 Penalty: 4044.632080
	Iteration 7Q: 3 clusters Score -673945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -673985.125000 Penalty: 4044.632080
	Iteration 8Q: 3 clusters Score -673985.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -674000.000000 Penalty: 4044.632080
	Iteration 9Q: 3 clusters Score -674000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -674007.000000 Penalty: 4044.632080
	Iteration 10Q: 3 clusters Score -674007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -674012.062500 Penalty: 4044.632080
	Iteration 11Q: 3 clusters Score -674012.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -674012.250000 Penalty: 4044.632080
	Iteration 12Q: 3 clusters Score -674012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -674014.125000 Penalty: 4044.632080
	Iteration 13Q: 3 clusters Score -674014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -674015.000000 Penalty: 4044.632080
	Iteration 14Q: 3 clusters Score -674015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -674015.000000 Penalty: 4044.632080
	Iteration 15F: 3 clusters Score -674015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 293 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 5204 members 
Mstep: Class 27 contains 24930 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 907 members 
Mstep: Class 30 contains 15552 members 
Mstep: Class 31 contains 1734 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 20749 members 
Mstep: Class 35 contains 25312 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 10651 members 
Mstep: Class 41 contains 241 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 13766 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 234 members 
Mstep: Class 46 contains 516 members 
Mstep: Class 47 contains 406 members 
Mstep: Class 48 contains 2028 members 
Mstep: Class 49 contains 24659 members 
Mstep: Class 50 contains 232 members 
Mstep: Class 51 contains 701 members 
Mstep: Class 52 contains 9984 members 
Mstep: Class 53 contains 1745 members 
Entering Unmasked Estep 
Score: -84193192.000000 Penalty: 170644.796875
Splitting cluster 31 changes total score from -84149536.000000 to -84193192.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 32 (28566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Entering Unmasked Estep 
Score: -5938322.000000 Penalty: 2544.473145
	Iteration 0F: 2 clusters Score -5938322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -5922691.500000 Penalty: 5088.946289
	Iteration 0F: 3 clusters Score -5922692 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -5929779.500000 Penalty: 5088.946289
	Iteration 1F: 3 clusters Score -5929780 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -5930358.000000 Penalty: 5088.946289
	Iteration 2F: 3 clusters Score -5930358 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -5930855.500000 Penalty: 5088.946289
	Iteration 3F: 3 clusters Score -5930856 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -5931289.500000 Penalty: 5088.946289
	Iteration 4Q: 3 clusters Score -5931290 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -5931663.000000 Penalty: 5088.946289
	Iteration 5Q: 3 clusters Score -5931663 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -5932080.500000 Penalty: 5088.946289
	Iteration 6Q: 3 clusters Score -5932080 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -5932427.500000 Penalty: 5088.946289
	Iteration 7Q: 3 clusters Score -5932428 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -5932867.500000 Penalty: 5088.946289
	Iteration 8Q: 3 clusters Score -5932868 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -5933337.500000 Penalty: 5088.946289
	Iteration 9Q: 3 clusters Score -5933338 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -5933835.000000 Penalty: 5088.946289
	Iteration 10Q: 3 clusters Score -5933835 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -5934330.500000 Penalty: 5088.946289
	Iteration 11Q: 3 clusters Score -5934330 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -5934574.000000 Penalty: 5088.946289
	Iteration 12Q: 3 clusters Score -5934574 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -5934669.000000 Penalty: 5088.946289
	Iteration 13Q: 3 clusters Score -5934669 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -5934693.500000 Penalty: 5088.946289
	Iteration 14Q: 3 clusters Score -5934694 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -5934697.000000 Penalty: 5088.946289
	Iteration 15Q: 3 clusters Score -5934697 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -5934725.000000 Penalty: 5088.946289
	Iteration 16Q: 3 clusters Score -5934725 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -5934761.000000 Penalty: 5088.946289
	Iteration 17Q: 3 clusters Score -5934761 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -5934802.000000 Penalty: 5088.946289
	Iteration 18Q: 3 clusters Score -5934802 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -5934843.000000 Penalty: 5088.946289
	Iteration 19Q: 3 clusters Score -5934843 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -5934875.000000 Penalty: 5088.946289
	Iteration 20F: 3 clusters Score -5934875 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -5934901.500000 Penalty: 5088.946289
	Iteration 21Q: 3 clusters Score -5934902 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -5934950.500000 Penalty: 5088.946289
	Iteration 22Q: 3 clusters Score -5934950 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -5934952.000000 Penalty: 5088.946289
	Iteration 23Q: 3 clusters Score -5934952 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -5934987.000000 Penalty: 5088.946289
	Iteration 24Q: 3 clusters Score -5934987 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -5934983.000000 Penalty: 5088.946289
	Iteration 25Q: 3 clusters Score -5934983 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -5934967.500000 Penalty: 5088.946289
	Iteration 26Q: 3 clusters Score -5934968 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -5934991.000000 Penalty: 5088.946289
	Iteration 27Q: 3 clusters Score -5934991 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -5935035.000000 Penalty: 5088.946289
	Iteration 28Q: 3 clusters Score -5935035 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -5935049.000000 Penalty: 5088.946289
	Iteration 29Q: 3 clusters Score -5935049 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -5935125.000000 Penalty: 5088.946289
	Iteration 30Q: 3 clusters Score -5935125 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -5935192.500000 Penalty: 5088.946289
	Iteration 31Q: 3 clusters Score -5935192 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -5935218.000000 Penalty: 5088.946289
	Iteration 32Q: 3 clusters Score -5935218 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -5935238.500000 Penalty: 5088.946289
	Iteration 33Q: 3 clusters Score -5935238 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -5935212.500000 Penalty: 5088.946289
	Iteration 34Q: 3 clusters Score -5935212 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -5935225.500000 Penalty: 5088.946289
	Iteration 35Q: 3 clusters Score -5935226 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5935187.500000 Penalty: 5088.946289
	Iteration 36Q: 3 clusters Score -5935188 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -5935122.500000 Penalty: 5088.946289
	Iteration 37Q: 3 clusters Score -5935122 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -5935104.000000 Penalty: 5088.946289
	Iteration 38Q: 3 clusters Score -5935104 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -5935091.000000 Penalty: 5088.946289
	Iteration 39Q: 3 clusters Score -5935091 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5935118.000000 Penalty: 5088.946289
	Iteration 40F: 3 clusters Score -5935118 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -5935113.000000 Penalty: 5088.946289
	Iteration 41Q: 3 clusters Score -5935113 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -5935062.000000 Penalty: 5088.946289
	Iteration 42Q: 3 clusters Score -5935062 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -5935054.500000 Penalty: 5088.946289
	Iteration 43Q: 3 clusters Score -5935054 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5935046.500000 Penalty: 5088.946289
	Iteration 44Q: 3 clusters Score -5935046 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -5935036.000000 Penalty: 5088.946289
	Iteration 45Q: 3 clusters Score -5935036 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -5935020.000000 Penalty: 5088.946289
	Iteration 46Q: 3 clusters Score -5935020 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -5934994.500000 Penalty: 5088.946289
	Iteration 47Q: 3 clusters Score -5934994 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -5934993.000000 Penalty: 5088.946289
	Iteration 48Q: 3 clusters Score -5934993 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -5934988.000000 Penalty: 5088.946289
	Iteration 49Q: 3 clusters Score -5934988 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -5934981.500000 Penalty: 5088.946289
	Iteration 50Q: 3 clusters Score -5934982 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -5934988.500000 Penalty: 5088.946289
	Iteration 51Q: 3 clusters Score -5934988 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -5934964.000000 Penalty: 5088.946289
	Iteration 52Q: 3 clusters Score -5934964 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -5934957.000000 Penalty: 5088.946289
	Iteration 53Q: 3 clusters Score -5934957 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -5934967.500000 Penalty: 5088.946289
	Iteration 54Q: 3 clusters Score -5934968 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -5934960.500000 Penalty: 5088.946289
	Iteration 55Q: 3 clusters Score -5934960 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -5934951.000000 Penalty: 5088.946289
	Iteration 56Q: 3 clusters Score -5934951 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -5934948.500000 Penalty: 5088.946289
	Iteration 57Q: 3 clusters Score -5934948 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -5934933.500000 Penalty: 5088.946289
	Iteration 58Q: 3 clusters Score -5934934 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -5934938.000000 Penalty: 5088.946289
	Iteration 59Q: 3 clusters Score -5934938 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -5934943.500000 Penalty: 5088.946289
	Iteration 60F: 3 clusters Score -5934944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -5934935.000000 Penalty: 5088.946289
	Iteration 61Q: 3 clusters Score -5934935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -5934952.000000 Penalty: 5088.946289
	Iteration 62Q: 3 clusters Score -5934952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -5934938.000000 Penalty: 5088.946289
	Iteration 63Q: 3 clusters Score -5934938 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -5934932.000000 Penalty: 5088.946289
	Iteration 64Q: 3 clusters Score -5934932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -5934912.500000 Penalty: 5088.946289
	Iteration 65Q: 3 clusters Score -5934912 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -5934909.500000 Penalty: 5088.946289
	Iteration 66Q: 3 clusters Score -5934910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -5934908.000000 Penalty: 5088.946289
	Iteration 67Q: 3 clusters Score -5934908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -5934893.500000 Penalty: 5088.946289
	Iteration 68Q: 3 clusters Score -5934894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -5934901.500000 Penalty: 5088.946289
	Iteration 69Q: 3 clusters Score -5934902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -5934900.000000 Penalty: 5088.946289
	Iteration 70Q: 3 clusters Score -5934900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -5934900.000000 Penalty: 5088.946289
	Iteration 71Q: 3 clusters Score -5934900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -5934907.500000 Penalty: 5088.946289
	Iteration 72Q: 3 clusters Score -5934908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -5934895.000000 Penalty: 5088.946289
	Iteration 73Q: 3 clusters Score -5934895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -5934888.500000 Penalty: 5088.946289
	Iteration 74Q: 3 clusters Score -5934888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -5934891.500000 Penalty: 5088.946289
	Iteration 75Q: 3 clusters Score -5934892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -5934883.000000 Penalty: 5088.946289
	Iteration 76Q: 3 clusters Score -5934883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -5934883.500000 Penalty: 5088.946289
	Iteration 77Q: 3 clusters Score -5934884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -5934876.500000 Penalty: 5088.946289
	Iteration 78Q: 3 clusters Score -5934876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -5934882.500000 Penalty: 5088.946289
	Iteration 79Q: 3 clusters Score -5934882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -5934869.500000 Penalty: 5088.946289
	Iteration 80F: 3 clusters Score -5934870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -5934859.500000 Penalty: 5088.946289
	Iteration 81Q: 3 clusters Score -5934860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -5934850.000000 Penalty: 5088.946289
	Iteration 82Q: 3 clusters Score -5934850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -5934867.000000 Penalty: 5088.946289
	Iteration 83Q: 3 clusters Score -5934867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -5934867.000000 Penalty: 5088.946289
	Iteration 84Q: 3 clusters Score -5934867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -5934871.000000 Penalty: 5088.946289
	Iteration 85Q: 3 clusters Score -5934871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -5934868.500000 Penalty: 5088.946289
	Iteration 86Q: 3 clusters Score -5934868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -5934872.000000 Penalty: 5088.946289
	Iteration 87Q: 3 clusters Score -5934872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -5934872.500000 Penalty: 5088.946289
	Iteration 88Q: 3 clusters Score -5934872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -5934872.500000 Penalty: 5088.946289
	Iteration 89Q: 3 clusters Score -5934872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -5934873.500000 Penalty: 5088.946289
	Iteration 90Q: 3 clusters Score -5934874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -5934879.500000 Penalty: 5088.946289
	Iteration 91Q: 3 clusters Score -5934880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -5934872.000000 Penalty: 5088.946289
	Iteration 92Q: 3 clusters Score -5934872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -5934869.000000 Penalty: 5088.946289
	Iteration 93Q: 3 clusters Score -5934869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -5934864.500000 Penalty: 5088.946289
	Iteration 94Q: 3 clusters Score -5934864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -5934864.000000 Penalty: 5088.946289
	Iteration 95Q: 3 clusters Score -5934864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -5934869.500000 Penalty: 5088.946289
	Iteration 96Q: 3 clusters Score -5934870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -5934874.000000 Penalty: 5088.946289
	Iteration 97Q: 3 clusters Score -5934874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -5934863.500000 Penalty: 5088.946289
	Iteration 98Q: 3 clusters Score -5934864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -5934870.500000 Penalty: 5088.946289
	Iteration 99Q: 3 clusters Score -5934870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -5934877.000000 Penalty: 5088.946289
	Iteration 100F: 3 clusters Score -5934877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -5934879.000000 Penalty: 5088.946289
	Iteration 101Q: 3 clusters Score -5934879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -5934888.000000 Penalty: 5088.946289
	Iteration 102Q: 3 clusters Score -5934888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5934862.500000 Penalty: 5088.946289
	Iteration 103Q: 3 clusters Score -5934862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -5934874.000000 Penalty: 5088.946289
	Iteration 104Q: 3 clusters Score -5934874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -5934866.500000 Penalty: 5088.946289
	Iteration 105Q: 3 clusters Score -5934866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -5934860.000000 Penalty: 5088.946289
	Iteration 106Q: 3 clusters Score -5934860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -5934851.500000 Penalty: 5088.946289
	Iteration 107Q: 3 clusters Score -5934852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -5934849.000000 Penalty: 5088.946289
	Iteration 108Q: 3 clusters Score -5934849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -5934856.500000 Penalty: 5088.946289
	Iteration 109Q: 3 clusters Score -5934856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -5934854.000000 Penalty: 5088.946289
	Iteration 110Q: 3 clusters Score -5934854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -5934862.000000 Penalty: 5088.946289
	Iteration 111Q: 3 clusters Score -5934862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -5934858.000000 Penalty: 5088.946289
	Iteration 112Q: 3 clusters Score -5934858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -5934856.500000 Penalty: 5088.946289
	Iteration 113Q: 3 clusters Score -5934856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -5934857.000000 Penalty: 5088.946289
	Iteration 114Q: 3 clusters Score -5934857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -5934853.500000 Penalty: 5088.946289
	Iteration 115Q: 3 clusters Score -5934854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -5934864.000000 Penalty: 5088.946289
	Iteration 116Q: 3 clusters Score -5934864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -5934870.000000 Penalty: 5088.946289
	Iteration 117Q: 3 clusters Score -5934870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5934859.500000 Penalty: 5088.946289
	Iteration 118Q: 3 clusters Score -5934860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -5934852.000000 Penalty: 5088.946289
	Iteration 119Q: 3 clusters Score -5934852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -5934855.000000 Penalty: 5088.946289
	Iteration 120F: 3 clusters Score -5934855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -5934854.500000 Penalty: 5088.946289
	Iteration 121Q: 3 clusters Score -5934854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -5934844.500000 Penalty: 5088.946289
	Iteration 122Q: 3 clusters Score -5934844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -5934851.000000 Penalty: 5088.946289
	Iteration 123Q: 3 clusters Score -5934851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -5934853.000000 Penalty: 5088.946289
	Iteration 124Q: 3 clusters Score -5934853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -5934862.500000 Penalty: 5088.946289
	Iteration 125Q: 3 clusters Score -5934862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -5934861.000000 Penalty: 5088.946289
	Iteration 126Q: 3 clusters Score -5934861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -5934857.500000 Penalty: 5088.946289
	Iteration 127Q: 3 clusters Score -5934858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -5934862.500000 Penalty: 5088.946289
	Iteration 128Q: 3 clusters Score -5934862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -5934857.000000 Penalty: 5088.946289
	Iteration 129Q: 3 clusters Score -5934857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -5934858.500000 Penalty: 5088.946289
	Iteration 130Q: 3 clusters Score -5934858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -5934860.500000 Penalty: 5088.946289
	Iteration 131Q: 3 clusters Score -5934860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -5934865.000000 Penalty: 5088.946289
	Iteration 132Q: 3 clusters Score -5934865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -5934871.500000 Penalty: 5088.946289
	Iteration 133Q: 3 clusters Score -5934872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -5934872.000000 Penalty: 5088.946289
	Iteration 134Q: 3 clusters Score -5934872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -5934862.500000 Penalty: 5088.946289
	Iteration 135Q: 3 clusters Score -5934862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -5934866.000000 Penalty: 5088.946289
	Iteration 136Q: 3 clusters Score -5934866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5934862.500000 Penalty: 5088.946289
	Iteration 137Q: 3 clusters Score -5934862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -5934866.000000 Penalty: 5088.946289
	Iteration 138Q: 3 clusters Score -5934866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5934862.000000 Penalty: 5088.946289
	Iteration 139Q: 3 clusters Score -5934862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -5934869.000000 Penalty: 5088.946289
	Iteration 140F: 3 clusters Score -5934869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -5934866.500000 Penalty: 5088.946289
	Iteration 141Q: 3 clusters Score -5934866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -5934866.500000 Penalty: 5088.946289
	Iteration 142Q: 3 clusters Score -5934866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -5934863.000000 Penalty: 5088.946289
	Iteration 143Q: 3 clusters Score -5934863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -5934863.000000 Penalty: 5088.946289
	Iteration 144F: 3 clusters Score -5934863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Entering Unmasked Estep 
Score: -611087.937500 Penalty: 1993.871094
	Iteration 0F: 2 clusters Score -611087.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -607800.500000 Penalty: 3987.742188
	Iteration 0F: 3 clusters Score -607800.5 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -608566.062500 Penalty: 3987.742188
	Iteration 1F: 3 clusters Score -608566.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -608840.937500 Penalty: 3987.742188
	Iteration 2F: 3 clusters Score -608840.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -609085.125000 Penalty: 3987.742188
	Iteration 3F: 3 clusters Score -609085.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -609336.687500 Penalty: 3987.742188
	Iteration 4F: 3 clusters Score -609336.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -609555.875000 Penalty: 3987.742188
	Iteration 5F: 3 clusters Score -609555.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -609717.187500 Penalty: 3987.742188
	Iteration 6Q: 3 clusters Score -609717.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -609862.500000 Penalty: 3987.742188
	Iteration 7Q: 3 clusters Score -609862.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -609960.562500 Penalty: 3987.742188
	Iteration 8Q: 3 clusters Score -609960.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -610048.812500 Penalty: 3987.742188
	Iteration 9Q: 3 clusters Score -610048.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -610104.000000 Penalty: 3987.742188
	Iteration 10Q: 3 clusters Score -610104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -610147.062500 Penalty: 3987.742188
	Iteration 11Q: 3 clusters Score -610147.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -610170.875000 Penalty: 3987.742188
	Iteration 12Q: 3 clusters Score -610170.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -610183.125000 Penalty: 3987.742188
	Iteration 13Q: 3 clusters Score -610183.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -610189.375000 Penalty: 3987.742188
	Iteration 14Q: 3 clusters Score -610189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -610190.312500 Penalty: 3987.742188
	Iteration 15Q: 3 clusters Score -610190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -610190.250000 Penalty: 3987.742188
	Iteration 16Q: 3 clusters Score -610190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -610191.500000 Penalty: 3987.742188
	Iteration 17Q: 3 clusters Score -610191.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -610192.875000 Penalty: 3987.742188
	Iteration 18Q: 3 clusters Score -610192.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -610195.562500 Penalty: 3987.742188
	Iteration 19Q: 3 clusters Score -610195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -610195.250000 Penalty: 3987.742188
	Iteration 20F: 3 clusters Score -610195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -610195.625000 Penalty: 3987.742188
	Iteration 21Q: 3 clusters Score -610195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -610195.625000 Penalty: 3987.742188
	Iteration 22F: 3 clusters Score -610195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 40931 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 55562 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 293 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 5204 members 
Mstep: Class 27 contains 24930 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 907 members 
Mstep: Class 30 contains 15552 members 
Mstep: Class 31 contains 1734 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 3102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203696.000000 Penalty: 170644.796875
Iteration 79Q: 54 clusters Score -8.42037e+07 nChanged 16289
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 28599 members 
Mstep: Class 3 contains 1334 members 
Mstep: Class 4 contains 6071 members 
Mstep: Class 5 contains 4944 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 5911 members 
Mstep: Class 12 contains 6630 members 
Mstep: Class 13 contains 41801 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 16401 members 
Mstep: Class 17 contains 801 members 
Mstep: Class 18 contains 24378 members 
Mstep: Class 19 contains 54120 members 
Mstep: Class 20 contains 8396 members 
Mstep: Class 21 contains 433 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 4556 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 26298 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 949 members 
Mstep: Class 30 contains 15760 members 
Mstep: Class 31 contains 1913 members 
Mstep: Class 32 contains 28160 members 
Mstep: Class 33 contains 3070 members 
Mstep: Class 34 contains 20182 members 
Mstep: Class 35 contains 24674 members 
Mstep: Class 36 contains 2014 members 
Mstep: Class 37 contains 941 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 10880 members 
Mstep: Class 41 contains 235 members 
Mstep: Class 42 contains 317 members 
Mstep: Class 43 contains 13428 members 
Mstep: Class 44 contains 859 members 
Mstep: Class 45 contains 233 members 
Mstep: Class 46 contains 466 members 
Mstep: Class 47 contains 407 members 
Mstep: Class 48 contains 1843 members 
Mstep: Class 49 contains 24430 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 650 members 
Mstep: Class 52 contains 9571 members 
Mstep: Class 53 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84214408.000000 Penalty: 170644.796875
Iteration 80F: 54 clusters Score -8.421441e+07 nChanged 16793
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 29233 members 
Mstep: Class 3 contains 1277 members 
Mstep: Class 4 contains 5936 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 389 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 781 members 
Mstep: Class 11 contains 5828 members 
Mstep: Class 12 contains 6402 members 
Mstep: Class 13 contains 41168 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 407 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 18 contains 21389 members 
Mstep: Class 19 contains 51662 members 
Mstep: Class 20 contains 8167 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 290 members 
Mstep: Class 25 contains 4448 members 
Mstep: Class 26 contains 5345 members 
Mstep: Class 27 contains 27055 members 
Mstep: Class 28 contains 262 members 
Mstep: Class 29 contains 933 members 
Mstep: Class 30 contains 15725 members 
Mstep: Class 31 contains 1950 members 
Mstep: Class 32 contains 26471 members 
Mstep: Class 33 contains 2966 members 
Mstep: Class 34 contains 21310 members 
Mstep: Class 35 contains 26887 members 
Mstep: Class 36 contains 2113 members 
Mstep: Class 37 contains 988 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 1843 members 
Mstep: Class 40 contains 12523 members 
Mstep: Class 41 contains 245 members 
Mstep: Class 42 contains 364 members 
Mstep: Class 43 contains 13839 members 
Mstep: Class 44 contains 920 members 
Mstep: Class 45 contains 253 members 
Mstep: Class 46 contains 477 members 
Mstep: Class 47 contains 466 members 
Mstep: Class 48 contains 1951 members 
Mstep: Class 49 contains 26492 members 
Mstep: Class 50 contains 225 members 
Mstep: Class 51 contains 693 members 
Mstep: Class 52 contains 10228 members 
Mstep: Class 53 contains 1905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84221512.000000 Penalty: 170644.796875
Iteration 81Q: 54 clusters Score -8.422151e+07 nChanged 12127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 29685 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 4942 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 304 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 769 members 
Mstep: Class 11 contains 5786 members 
Mstep: Class 12 contains 6280 members 
Mstep: Class 13 contains 40632 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 16017 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 19456 members 
Mstep: Class 19 contains 50088 members 
Mstep: Class 20 contains 8120 members 
Mstep: Class 21 contains 396 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 586 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 5375 members 
Mstep: Class 27 contains 27835 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 941 members 
Mstep: Class 30 contains 15691 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 25478 members 
Mstep: Class 33 contains 2924 members 
Mstep: Class 34 contains 21898 members 
Mstep: Class 35 contains 28389 members 
Mstep: Class 36 contains 2143 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 744 members 
Mstep: Class 39 contains 1862 members 
Mstep: Class 40 contains 13620 members 
Mstep: Class 41 contains 242 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 14043 members 
Mstep: Class 44 contains 936 members 
Mstep: Class 45 contains 257 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 476 members 
Mstep: Class 48 contains 1991 members 
Mstep: Class 49 contains 27816 members 
Mstep: Class 50 contains 224 members 
Mstep: Class 51 contains 703 members 
Mstep: Class 52 contains 10696 members 
Mstep: Class 53 contains 2003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84225072.000000 Penalty: 170644.796875
Iteration 82Q: 54 clusters Score -8.422507e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 29733 members 
Mstep: Class 3 contains 1238 members 
Mstep: Class 4 contains 5795 members 
Mstep: Class 5 contains 4945 members 
Mstep: Class 6 contains 767 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 1667 members 
Mstep: Class 10 contains 752 members 
Mstep: Class 11 contains 5746 members 
Mstep: Class 12 contains 6179 members 
Mstep: Class 13 contains 40005 members 
Mstep: Class 14 contains 303 members 
Mstep: Class 15 contains 405 members 
Mstep: Class 16 contains 15702 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 18202 members 
Mstep: Class 19 contains 48909 members 
Mstep: Class 20 contains 8098 members 
Mstep: Class 21 contains 393 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 313 members 
Mstep: Class 25 contains 4387 members 
Mstep: Class 26 contains 5396 members 
Mstep: Class 27 contains 28509 members 
Mstep: Class 28 contains 262 members 
Mstep: Class 29 contains 956 members 
Mstep: Class 30 contains 15602 members 
Mstep: Class 31 contains 1994 members 
Mstep: Class 32 contains 24762 members 
Mstep: Class 33 contains 2895 members 
Mstep: Class 34 contains 22259 members 
Mstep: Class 35 contains 29633 members 
Mstep: Class 36 contains 2175 members 
Mstep: Class 37 contains 1011 members 
Mstep: Class 38 contains 743 members 
Mstep: Class 39 contains 1879 members 
Mstep: Class 40 contains 14637 members 
Mstep: Class 41 contains 239 members 
Mstep: Class 42 contains 401 members 
Mstep: Class 43 contains 14236 members 
Mstep: Class 44 contains 933 members 
Mstep: Class 45 contains 260 members 
Mstep: Class 46 contains 493 members 
Mstep: Class 47 contains 477 members 
Mstep: Class 48 contains 2004 members 
Mstep: Class 49 contains 29041 members 
Mstep: Class 50 contains 225 members 
Mstep: Class 51 contains 718 members 
Mstep: Class 52 contains 11145 members 
Mstep: Class 53 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84226744.000000 Penalty: 170644.796875
Iteration 83Q: 54 clusters Score -8.422674e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 29617 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1690 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5722 members 
Mstep: Class 12 contains 6101 members 
Mstep: Class 13 contains 39431 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 407 members 
Mstep: Class 16 contains 15340 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 17133 members 
Mstep: Class 19 contains 48015 members 
Mstep: Class 20 contains 8112 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 581 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4373 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 29091 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 15619 members 
Mstep: Class 31 contains 2010 members 
Mstep: Class 32 contains 24246 members 
Mstep: Class 33 contains 2866 members 
Mstep: Class 34 contains 22495 members 
Mstep: Class 35 contains 30618 members 
Mstep: Class 36 contains 2187 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 1890 members 
Mstep: Class 40 contains 15454 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 410 members 
Mstep: Class 43 contains 14383 members 
Mstep: Class 44 contains 931 members 
Mstep: Class 45 contains 262 members 
Mstep: Class 46 contains 506 members 
Mstep: Class 47 contains 482 members 
Mstep: Class 48 contains 2009 members 
Mstep: Class 49 contains 30249 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 726 members 
Mstep: Class 52 contains 11620 members 
Mstep: Class 53 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84228536.000000 Penalty: 170644.796875
Iteration 84Q: 54 clusters Score -8.422854e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 29293 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 5666 members 
Mstep: Class 5 contains 4955 members 
Mstep: Class 6 contains 756 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 1709 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5700 members 
Mstep: Class 12 contains 6027 members 
Mstep: Class 13 contains 38891 members 
Mstep: Class 14 contains 314 members 
Mstep: Class 15 contains 407 members 
Mstep: Class 16 contains 14927 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 18 contains 16273 members 
Mstep: Class 19 contains 47320 members 
Mstep: Class 20 contains 8099 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4363 members 
Mstep: Class 26 contains 5418 members 
Mstep: Class 27 contains 29627 members 
Mstep: Class 28 contains 257 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 15698 members 
Mstep: Class 31 contains 2022 members 
Mstep: Class 32 contains 23781 members 
Mstep: Class 33 contains 2852 members 
Mstep: Class 34 contains 22651 members 
Mstep: Class 35 contains 31374 members 
Mstep: Class 36 contains 2204 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 741 members 
Mstep: Class 39 contains 1900 members 
Mstep: Class 40 contains 16140 members 
Mstep: Class 41 contains 239 members 
Mstep: Class 42 contains 417 members 
Mstep: Class 43 contains 14474 members 
Mstep: Class 44 contains 933 members 
Mstep: Class 45 contains 264 members 
Mstep: Class 46 contains 516 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 2013 members 
Mstep: Class 49 contains 31479 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 738 members 
Mstep: Class 52 contains 12126 members 
Mstep: Class 53 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84228952.000000 Penalty: 170644.796875
Iteration 85Q: 54 clusters Score -8.422895e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 28895 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 4950 members 
Mstep: Class 6 contains 751 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5679 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 38354 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 409 members 
Mstep: Class 16 contains 14582 members 
Mstep: Class 17 contains 755 members 
Mstep: Class 18 contains 15540 members 
Mstep: Class 19 contains 46769 members 
Mstep: Class 20 contains 8112 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4348 members 
Mstep: Class 26 contains 5421 members 
Mstep: Class 27 contains 30135 members 
Mstep: Class 28 contains 257 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 15754 members 
Mstep: Class 31 contains 2037 members 
Mstep: Class 32 contains 23321 members 
Mstep: Class 33 contains 2845 members 
Mstep: Class 34 contains 22684 members 
Mstep: Class 35 contains 31886 members 
Mstep: Class 36 contains 2216 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1908 members 
Mstep: Class 40 contains 16773 members 
Mstep: Class 41 contains 238 members 
Mstep: Class 42 contains 429 members 
Mstep: Class 43 contains 14546 members 
Mstep: Class 44 contains 932 members 
Mstep: Class 45 contains 262 members 
Mstep: Class 46 contains 522 members 
Mstep: Class 47 contains 487 members 
Mstep: Class 48 contains 2009 members 
Mstep: Class 49 contains 32765 members 
Mstep: Class 50 contains 227 members 
Mstep: Class 51 contains 743 members 
Mstep: Class 52 contains 12642 members 
Mstep: Class 53 contains 2204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84230176.000000 Penalty: 170644.796875
Iteration 86Q: 54 clusters Score -8.423018e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 28407 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 4945 members 
Mstep: Class 6 contains 750 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5662 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 37969 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14261 members 
Mstep: Class 17 contains 755 members 
Mstep: Class 18 contains 14944 members 
Mstep: Class 19 contains 46319 members 
Mstep: Class 20 contains 8108 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4335 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 30602 members 
Mstep: Class 28 contains 257 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 22891 members 
Mstep: Class 33 contains 2831 members 
Mstep: Class 34 contains 22709 members 
Mstep: Class 35 contains 32169 members 
Mstep: Class 36 contains 2228 members 
Mstep: Class 37 contains 1014 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1914 members 
Mstep: Class 40 contains 17286 members 
Mstep: Class 41 contains 238 members 
Mstep: Class 42 contains 432 members 
Mstep: Class 43 contains 14567 members 
Mstep: Class 44 contains 935 members 
Mstep: Class 45 contains 262 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 2011 members 
Mstep: Class 49 contains 34046 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 745 members 
Mstep: Class 52 contains 13204 members 
Mstep: Class 53 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84230592.000000 Penalty: 170644.796875
Iteration 87Q: 54 clusters Score -8.423059e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 28005 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 5449 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 747 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 1742 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5655 members 
Mstep: Class 12 contains 5911 members 
Mstep: Class 13 contains 37628 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14034 members 
Mstep: Class 17 contains 753 members 
Mstep: Class 18 contains 14428 members 
Mstep: Class 19 contains 45906 members 
Mstep: Class 20 contains 8118 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4324 members 
Mstep: Class 26 contains 5424 members 
Mstep: Class 27 contains 31034 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 975 members 
Mstep: Class 30 contains 15728 members 
Mstep: Class 31 contains 2058 members 
Mstep: Class 32 contains 22562 members 
Mstep: Class 33 contains 2813 members 
Mstep: Class 34 contains 22635 members 
Mstep: Class 35 contains 32303 members 
Mstep: Class 36 contains 2236 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1923 members 
Mstep: Class 40 contains 17832 members 
Mstep: Class 41 contains 238 members 
Mstep: Class 42 contains 434 members 
Mstep: Class 43 contains 14547 members 
Mstep: Class 44 contains 935 members 
Mstep: Class 45 contains 262 members 
Mstep: Class 46 contains 527 members 
Mstep: Class 47 contains 497 members 
Mstep: Class 48 contains 2016 members 
Mstep: Class 49 contains 35146 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 747 members 
Mstep: Class 52 contains 13780 members 
Mstep: Class 53 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84231288.000000 Penalty: 170644.796875
Iteration 88Q: 54 clusters Score -8.423129e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 27775 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 5 contains 4943 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 1750 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 5869 members 
Mstep: Class 13 contains 37307 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 13921 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 14031 members 
Mstep: Class 19 contains 45603 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4319 members 
Mstep: Class 26 contains 5421 members 
Mstep: Class 27 contains 31401 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 15591 members 
Mstep: Class 31 contains 2060 members 
Mstep: Class 32 contains 22260 members 
Mstep: Class 33 contains 2788 members 
Mstep: Class 34 contains 22487 members 
Mstep: Class 35 contains 32283 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1926 members 
Mstep: Class 40 contains 18315 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 433 members 
Mstep: Class 43 contains 14514 members 
Mstep: Class 44 contains 939 members 
Mstep: Class 45 contains 264 members 
Mstep: Class 46 contains 530 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 2021 members 
Mstep: Class 49 contains 36029 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 747 members 
Mstep: Class 52 contains 14302 members 
Mstep: Class 53 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84232048.000000 Penalty: 170644.796875
Iteration 89Q: 54 clusters Score -8.423205e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 27635 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 5309 members 
Mstep: Class 5 contains 4944 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 1758 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5642 members 
Mstep: Class 12 contains 5839 members 
Mstep: Class 13 contains 37040 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 13815 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 13670 members 
Mstep: Class 19 contains 45381 members 
Mstep: Class 20 contains 8132 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 565 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4315 members 
Mstep: Class 26 contains 5415 members 
Mstep: Class 27 contains 31702 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 977 members 
Mstep: Class 30 contains 15479 members 
Mstep: Class 31 contains 2057 members 
Mstep: Class 32 contains 22017 members 
Mstep: Class 33 contains 2778 members 
Mstep: Class 34 contains 22271 members 
Mstep: Class 35 contains 32310 members 
Mstep: Class 36 contains 2246 members 
Mstep: Class 37 contains 1009 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1931 members 
Mstep: Class 40 contains 18545 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 437 members 
Mstep: Class 43 contains 14497 members 
Mstep: Class 44 contains 944 members 
Mstep: Class 45 contains 264 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 2021 members 
Mstep: Class 49 contains 36849 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 743 members 
Mstep: Class 52 contains 14765 members 
Mstep: Class 53 contains 2265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84232264.000000 Penalty: 170644.796875
Iteration 90Q: 54 clusters Score -8.423226e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 27646 members 
Mstep: Class 3 contains 1239 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 4944 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 1759 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5638 members 
Mstep: Class 12 contains 5808 members 
Mstep: Class 13 contains 36889 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 13730 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 13331 members 
Mstep: Class 19 contains 45162 members 
Mstep: Class 20 contains 8122 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4318 members 
Mstep: Class 26 contains 5409 members 
Mstep: Class 27 contains 31950 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 981 members 
Mstep: Class 30 contains 15395 members 
Mstep: Class 31 contains 2057 members 
Mstep: Class 32 contains 21851 members 
Mstep: Class 33 contains 2762 members 
Mstep: Class 34 contains 21989 members 
Mstep: Class 35 contains 32329 members 
Mstep: Class 36 contains 2245 members 
Mstep: Class 37 contains 1001 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1931 members 
Mstep: Class 40 contains 18615 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 440 members 
Mstep: Class 43 contains 14494 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 264 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 504 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 37497 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 740 members 
Mstep: Class 52 contains 15131 members 
Mstep: Class 53 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84231984.000000 Penalty: 170644.796875
Iteration 91Q: 54 clusters Score -8.423198e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 27754 members 
Mstep: Class 3 contains 1239 members 
Mstep: Class 4 contains 5189 members 
Mstep: Class 5 contains 4951 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5638 members 
Mstep: Class 12 contains 5780 members 
Mstep: Class 13 contains 36790 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 13693 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 13039 members 
Mstep: Class 19 contains 45003 members 
Mstep: Class 20 contains 8112 members 
Mstep: Class 21 contains 393 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 5407 members 
Mstep: Class 27 contains 32141 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 15303 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 21747 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 21681 members 
Mstep: Class 35 contains 32354 members 
Mstep: Class 36 contains 2246 members 
Mstep: Class 37 contains 997 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1936 members 
Mstep: Class 40 contains 18579 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 442 members 
Mstep: Class 43 contains 14490 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 264 members 
Mstep: Class 46 contains 535 members 
Mstep: Class 47 contains 505 members 
Mstep: Class 48 contains 2022 members 
Mstep: Class 49 contains 38005 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 744 members 
Mstep: Class 52 contains 15386 members 
Mstep: Class 53 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84232192.000000 Penalty: 170644.796875
Iteration 92Q: 54 clusters Score -8.423219e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 27847 members 
Mstep: Class 3 contains 1240 members 
Mstep: Class 4 contains 5156 members 
Mstep: Class 5 contains 4957 members 
Mstep: Class 6 contains 765 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 1759 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5634 members 
Mstep: Class 12 contains 5764 members 
Mstep: Class 13 contains 36751 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 12846 members 
Mstep: Class 19 contains 44830 members 
Mstep: Class 20 contains 8112 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 5399 members 
Mstep: Class 27 contains 32303 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 978 members 
Mstep: Class 30 contains 15245 members 
Mstep: Class 31 contains 2064 members 
Mstep: Class 32 contains 21669 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 21354 members 
Mstep: Class 35 contains 32332 members 
Mstep: Class 36 contains 2246 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1944 members 
Mstep: Class 40 contains 18458 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 14501 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 265 members 
Mstep: Class 46 contains 536 members 
Mstep: Class 47 contains 506 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 38447 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 744 members 
Mstep: Class 52 contains 15556 members 
Mstep: Class 53 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84232240.000000 Penalty: 170644.796875
Iteration 93Q: 54 clusters Score -8.423224e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 27961 members 
Mstep: Class 3 contains 1239 members 
Mstep: Class 4 contains 5114 members 
Mstep: Class 5 contains 4960 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 1759 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 5753 members 
Mstep: Class 13 contains 36800 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 13702 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 12685 members 
Mstep: Class 19 contains 44644 members 
Mstep: Class 20 contains 8123 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4305 members 
Mstep: Class 26 contains 5385 members 
Mstep: Class 27 contains 32447 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 15197 members 
Mstep: Class 31 contains 2069 members 
Mstep: Class 32 contains 21620 members 
Mstep: Class 33 contains 2738 members 
Mstep: Class 34 contains 21006 members 
Mstep: Class 35 contains 32320 members 
Mstep: Class 36 contains 2247 members 
Mstep: Class 37 contains 988 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1948 members 
Mstep: Class 40 contains 18308 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 14501 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 265 members 
Mstep: Class 46 contains 538 members 
Mstep: Class 47 contains 511 members 
Mstep: Class 48 contains 2029 members 
Mstep: Class 49 contains 38797 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 743 members 
Mstep: Class 52 contains 15667 members 
Mstep: Class 53 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84232504.000000 Penalty: 170644.796875
Iteration 94Q: 54 clusters Score -8.42325e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 28055 members 
Mstep: Class 3 contains 1239 members 
Mstep: Class 4 contains 5071 members 
Mstep: Class 5 contains 4959 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 1758 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 5731 members 
Mstep: Class 13 contains 36974 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 13757 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 12525 members 
Mstep: Class 19 contains 44497 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 577 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 5376 members 
Mstep: Class 27 contains 32514 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 986 members 
Mstep: Class 30 contains 15148 members 
Mstep: Class 31 contains 2073 members 
Mstep: Class 32 contains 21554 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 20660 members 
Mstep: Class 35 contains 32319 members 
Mstep: Class 36 contains 2251 members 
Mstep: Class 37 contains 980 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1952 members 
Mstep: Class 40 contains 18133 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 14486 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 265 members 
Mstep: Class 46 contains 538 members 
Mstep: Class 47 contains 512 members 
Mstep: Class 48 contains 2033 members 
Mstep: Class 49 contains 39063 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 745 members 
Mstep: Class 52 contains 15757 members 
Mstep: Class 53 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84232240.000000 Penalty: 170644.796875
Iteration 95Q: 54 clusters Score -8.423224e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 28194 members 
Mstep: Class 3 contains 1238 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 4957 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 5720 members 
Mstep: Class 13 contains 37190 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 13819 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 12368 members 
Mstep: Class 19 contains 44332 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4301 members 
Mstep: Class 26 contains 5367 members 
Mstep: Class 27 contains 32519 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 15103 members 
Mstep: Class 31 contains 2076 members 
Mstep: Class 32 contains 21499 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 20303 members 
Mstep: Class 35 contains 32269 members 
Mstep: Class 36 contains 2252 members 
Mstep: Class 37 contains 971 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 17939 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 14476 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 265 members 
Mstep: Class 46 contains 538 members 
Mstep: Class 47 contains 515 members 
Mstep: Class 48 contains 2044 members 
Mstep: Class 49 contains 39318 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 744 members 
Mstep: Class 52 contains 15831 members 
Mstep: Class 53 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84232344.000000 Penalty: 170644.796875
Iteration 96Q: 54 clusters Score -8.423234e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 28294 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4999 members 
Mstep: Class 5 contains 4952 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 5707 members 
Mstep: Class 13 contains 37477 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 13880 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 12211 members 
Mstep: Class 19 contains 44213 members 
Mstep: Class 20 contains 8146 members 
Mstep: Class 21 contains 393 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 5349 members 
Mstep: Class 27 contains 32470 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 987 members 
Mstep: Class 30 contains 15061 members 
Mstep: Class 31 contains 2077 members 
Mstep: Class 32 contains 21469 members 
Mstep: Class 33 contains 2718 members 
Mstep: Class 34 contains 19968 members 
Mstep: Class 35 contains 32193 members 
Mstep: Class 36 contains 2261 members 
Mstep: Class 37 contains 968 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1961 members 
Mstep: Class 40 contains 17753 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 14465 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 266 members 
Mstep: Class 46 contains 538 members 
Mstep: Class 47 contains 511 members 
Mstep: Class 48 contains 2060 members 
Mstep: Class 49 contains 39529 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 744 members 
Mstep: Class 52 contains 15896 members 
Mstep: Class 53 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84232320.000000 Penalty: 170644.796875
Iteration 97Q: 54 clusters Score -8.423232e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 28371 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 4969 members 
Mstep: Class 5 contains 4951 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 5700 members 
Mstep: Class 13 contains 37815 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 13946 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 12092 members 
Mstep: Class 19 contains 44088 members 
Mstep: Class 20 contains 8149 members 
Mstep: Class 21 contains 393 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 581 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4295 members 
Mstep: Class 26 contains 5332 members 
Mstep: Class 27 contains 32310 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 15012 members 
Mstep: Class 31 contains 2077 members 
Mstep: Class 32 contains 21436 members 
Mstep: Class 33 contains 2708 members 
Mstep: Class 34 contains 19669 members 
Mstep: Class 35 contains 32099 members 
Mstep: Class 36 contains 2264 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1960 members 
Mstep: Class 40 contains 17559 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 14449 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 266 members 
Mstep: Class 46 contains 538 members 
Mstep: Class 47 contains 512 members 
Mstep: Class 48 contains 2081 members 
Mstep: Class 49 contains 39787 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 744 members 
Mstep: Class 52 contains 15956 members 
Mstep: Class 53 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84232384.000000 Penalty: 170644.796875
Iteration 98Q: 54 clusters Score -8.423238e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 28412 members 
Mstep: Class 3 contains 1227 members 
Mstep: Class 4 contains 4944 members 
Mstep: Class 5 contains 4949 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 1770 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 5692 members 
Mstep: Class 13 contains 38166 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14015 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 11987 members 
Mstep: Class 19 contains 43966 members 
Mstep: Class 20 contains 8168 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 582 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4291 members 
Mstep: Class 26 contains 5307 members 
Mstep: Class 27 contains 32097 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 991 members 
Mstep: Class 30 contains 14984 members 
Mstep: Class 31 contains 2078 members 
Mstep: Class 32 contains 21392 members 
Mstep: Class 33 contains 2701 members 
Mstep: Class 34 contains 19363 members 
Mstep: Class 35 contains 32015 members 
Mstep: Class 36 contains 2263 members 
Mstep: Class 37 contains 959 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1962 members 
Mstep: Class 40 contains 17390 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 448 members 
Mstep: Class 43 contains 14442 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 267 members 
Mstep: Class 46 contains 538 members 
Mstep: Class 47 contains 513 members 
Mstep: Class 48 contains 2105 members 
Mstep: Class 49 contains 40036 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 745 members 
Mstep: Class 52 contains 15992 members 
Mstep: Class 53 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84232496.000000 Penalty: 170644.796875
Iteration 99Q: 54 clusters Score -8.42325e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 28438 members 
Mstep: Class 3 contains 1227 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 4949 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 1770 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 5693 members 
Mstep: Class 13 contains 38548 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14088 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 11874 members 
Mstep: Class 19 contains 43843 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 582 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 4290 members 
Mstep: Class 26 contains 5270 members 
Mstep: Class 27 contains 31817 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14958 members 
Mstep: Class 31 contains 2077 members 
Mstep: Class 32 contains 21362 members 
Mstep: Class 33 contains 2703 members 
Mstep: Class 34 contains 19053 members 
Mstep: Class 35 contains 31908 members 
Mstep: Class 36 contains 2263 members 
Mstep: Class 37 contains 956 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1964 members 
Mstep: Class 40 contains 17247 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 448 members 
Mstep: Class 43 contains 14434 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 267 members 
Mstep: Class 46 contains 539 members 
Mstep: Class 47 contains 513 members 
Mstep: Class 48 contains 2131 members 
Mstep: Class 49 contains 40311 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 747 members 
Mstep: Class 52 contains 16006 members 
Mstep: Class 53 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84233560.000000 Penalty: 170644.796875
Iteration 100F: 54 clusters Score -8.423356e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 27890 members 
Mstep: Class 3 contains 1223 members 
Mstep: Class 4 contains 4889 members 
Mstep: Class 5 contains 4951 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 1771 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 5696 members 
Mstep: Class 13 contains 38835 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14150 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 11773 members 
Mstep: Class 19 contains 43722 members 
Mstep: Class 20 contains 8186 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 582 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 5241 members 
Mstep: Class 27 contains 31503 members 
Mstep: Class 28 contains 249 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14948 members 
Mstep: Class 31 contains 2076 members 
Mstep: Class 32 contains 21316 members 
Mstep: Class 33 contains 2696 members 
Mstep: Class 34 contains 18754 members 
Mstep: Class 35 contains 31258 members 
Mstep: Class 36 contains 2263 members 
Mstep: Class 37 contains 956 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 18455 members 
Mstep: Class 41 contains 245 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14423 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 267 members 
Mstep: Class 46 contains 539 members 
Mstep: Class 47 contains 515 members 
Mstep: Class 48 contains 2158 members 
Mstep: Class 49 contains 40617 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 747 members 
Mstep: Class 52 contains 16014 members 
Mstep: Class 53 contains 2304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84234400.000000 Penalty: 170644.796875
Iteration 101Q: 54 clusters Score -8.42344e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 27392 members 
Mstep: Class 3 contains 1224 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 4952 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 39240 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14202 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 11642 members 
Mstep: Class 19 contains 43599 members 
Mstep: Class 20 contains 8184 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 582 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 5197 members 
Mstep: Class 27 contains 31103 members 
Mstep: Class 28 contains 248 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14948 members 
Mstep: Class 31 contains 2074 members 
Mstep: Class 32 contains 21275 members 
Mstep: Class 33 contains 2692 members 
Mstep: Class 34 contains 18440 members 
Mstep: Class 35 contains 30587 members 
Mstep: Class 36 contains 2261 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 19793 members 
Mstep: Class 41 contains 246 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14403 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 268 members 
Mstep: Class 46 contains 540 members 
Mstep: Class 47 contains 518 members 
Mstep: Class 48 contains 2195 members 
Mstep: Class 49 contains 40767 members 
Mstep: Class 50 contains 223 members 
Mstep: Class 51 contains 747 members 
Mstep: Class 52 contains 16008 members 
Mstep: Class 53 contains 2312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84235200.000000 Penalty: 170644.796875
Iteration 102Q: 54 clusters Score -8.42352e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 26754 members 
Mstep: Class 3 contains 1223 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 4951 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1778 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 5691 members 
Mstep: Class 13 contains 39645 members 
Mstep: Class 14 contains 327 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14238 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 11492 members 
Mstep: Class 19 contains 43451 members 
Mstep: Class 20 contains 8185 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 582 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4288 members 
Mstep: Class 26 contains 5148 members 
Mstep: Class 27 contains 30750 members 
Mstep: Class 28 contains 248 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14942 members 
Mstep: Class 31 contains 2073 members 
Mstep: Class 32 contains 21223 members 
Mstep: Class 33 contains 2686 members 
Mstep: Class 34 contains 18093 members 
Mstep: Class 35 contains 29788 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 954 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 21535 members 
Mstep: Class 41 contains 245 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14413 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 269 members 
Mstep: Class 46 contains 541 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 2234 members 
Mstep: Class 49 contains 40760 members 
Mstep: Class 50 contains 222 members 
Mstep: Class 51 contains 748 members 
Mstep: Class 52 contains 15997 members 
Mstep: Class 53 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84236312.000000 Penalty: 170644.796875
Iteration 103Q: 54 clusters Score -8.423631e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 25808 members 
Mstep: Class 3 contains 1221 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 4952 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1780 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 5680 members 
Mstep: Class 13 contains 40356 members 
Mstep: Class 14 contains 327 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14278 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 11357 members 
Mstep: Class 19 contains 43272 members 
Mstep: Class 20 contains 8180 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 582 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 5098 members 
Mstep: Class 27 contains 30362 members 
Mstep: Class 28 contains 248 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14938 members 
Mstep: Class 31 contains 2070 members 
Mstep: Class 32 contains 21128 members 
Mstep: Class 33 contains 2679 members 
Mstep: Class 34 contains 17671 members 
Mstep: Class 35 contains 28674 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 954 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 23914 members 
Mstep: Class 41 contains 245 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14415 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 270 members 
Mstep: Class 46 contains 542 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 2276 members 
Mstep: Class 49 contains 40655 members 
Mstep: Class 50 contains 222 members 
Mstep: Class 51 contains 749 members 
Mstep: Class 52 contains 15995 members 
Mstep: Class 53 contains 2329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84237832.000000 Penalty: 170644.796875
Iteration 104Q: 54 clusters Score -8.423783e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 24379 members 
Mstep: Class 3 contains 1220 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 5 contains 4955 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1780 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5675 members 
Mstep: Class 13 contains 41419 members 
Mstep: Class 14 contains 328 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14321 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 43069 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 582 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4290 members 
Mstep: Class 26 contains 5051 members 
Mstep: Class 27 contains 30020 members 
Mstep: Class 28 contains 248 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14926 members 
Mstep: Class 31 contains 2070 members 
Mstep: Class 32 contains 21012 members 
Mstep: Class 33 contains 2675 members 
Mstep: Class 34 contains 17255 members 
Mstep: Class 35 contains 27167 members 
Mstep: Class 36 contains 2272 members 
Mstep: Class 37 contains 956 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 27125 members 
Mstep: Class 41 contains 243 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14422 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 270 members 
Mstep: Class 46 contains 543 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 2309 members 
Mstep: Class 49 contains 40284 members 
Mstep: Class 50 contains 223 members 
Mstep: Class 51 contains 749 members 
Mstep: Class 52 contains 15997 members 
Mstep: Class 53 contains 2329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238824.000000 Penalty: 170644.796875
Iteration 105Q: 54 clusters Score -8.423882e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 23118 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 4778 members 
Mstep: Class 5 contains 4961 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1781 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5662 members 
Mstep: Class 13 contains 42380 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14350 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 11046 members 
Mstep: Class 19 contains 42883 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 584 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4293 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 29789 members 
Mstep: Class 28 contains 248 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14906 members 
Mstep: Class 31 contains 2074 members 
Mstep: Class 32 contains 20913 members 
Mstep: Class 33 contains 2668 members 
Mstep: Class 34 contains 16844 members 
Mstep: Class 35 contains 25822 members 
Mstep: Class 36 contains 2272 members 
Mstep: Class 37 contains 960 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1962 members 
Mstep: Class 40 contains 30361 members 
Mstep: Class 41 contains 238 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14431 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 270 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 2330 members 
Mstep: Class 49 contains 39634 members 
Mstep: Class 50 contains 224 members 
Mstep: Class 51 contains 751 members 
Mstep: Class 52 contains 16005 members 
Mstep: Class 53 contains 2333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238728.000000 Penalty: 170644.796875
Iteration 106Q: 54 clusters Score -8.423873e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 22727 members 
Mstep: Class 3 contains 1211 members 
Mstep: Class 4 contains 4749 members 
Mstep: Class 5 contains 4963 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1782 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5661 members 
Mstep: Class 13 contains 43015 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14385 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 10858 members 
Mstep: Class 19 contains 42736 members 
Mstep: Class 20 contains 8216 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4293 members 
Mstep: Class 26 contains 5018 members 
Mstep: Class 27 contains 29705 members 
Mstep: Class 28 contains 248 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14893 members 
Mstep: Class 31 contains 2075 members 
Mstep: Class 32 contains 20857 members 
Mstep: Class 33 contains 2668 members 
Mstep: Class 34 contains 16462 members 
Mstep: Class 35 contains 25208 members 
Mstep: Class 36 contains 2273 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1962 members 
Mstep: Class 40 contains 32100 members 
Mstep: Class 41 contains 234 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14454 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 270 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 2346 members 
Mstep: Class 49 contains 39019 members 
Mstep: Class 50 contains 224 members 
Mstep: Class 51 contains 750 members 
Mstep: Class 52 contains 15994 members 
Mstep: Class 53 contains 2335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84237344.000000 Penalty: 170644.796875
Iteration 107Q: 54 clusters Score -8.423734e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 22734 members 
Mstep: Class 3 contains 1210 members 
Mstep: Class 4 contains 4718 members 
Mstep: Class 5 contains 4966 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1783 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5653 members 
Mstep: Class 13 contains 43473 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14411 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 10715 members 
Mstep: Class 19 contains 42638 members 
Mstep: Class 20 contains 8226 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4290 members 
Mstep: Class 26 contains 4996 members 
Mstep: Class 27 contains 29745 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14895 members 
Mstep: Class 31 contains 2076 members 
Mstep: Class 32 contains 20860 members 
Mstep: Class 33 contains 2667 members 
Mstep: Class 34 contains 16076 members 
Mstep: Class 35 contains 24989 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 32959 members 
Mstep: Class 41 contains 232 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14464 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 270 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 2359 members 
Mstep: Class 49 contains 38533 members 
Mstep: Class 50 contains 225 members 
Mstep: Class 51 contains 751 members 
Mstep: Class 52 contains 15989 members 
Mstep: Class 53 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84236936.000000 Penalty: 170644.796875
Iteration 108Q: 54 clusters Score -8.423694e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 22953 members 
Mstep: Class 3 contains 1214 members 
Mstep: Class 4 contains 4701 members 
Mstep: Class 5 contains 4969 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1784 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5649 members 
Mstep: Class 13 contains 43709 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14455 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 10604 members 
Mstep: Class 19 contains 42484 members 
Mstep: Class 20 contains 8225 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 4991 members 
Mstep: Class 27 contains 29839 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14890 members 
Mstep: Class 31 contains 2073 members 
Mstep: Class 32 contains 20865 members 
Mstep: Class 33 contains 2665 members 
Mstep: Class 34 contains 15667 members 
Mstep: Class 35 contains 24916 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1966 members 
Mstep: Class 40 contains 33422 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14473 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 270 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 2369 members 
Mstep: Class 49 contains 38310 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 751 members 
Mstep: Class 52 contains 15988 members 
Mstep: Class 53 contains 2347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84236136.000000 Penalty: 170644.796875
Iteration 109Q: 54 clusters Score -8.423614e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 23169 members 
Mstep: Class 3 contains 1211 members 
Mstep: Class 4 contains 4681 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1785 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5640 members 
Mstep: Class 13 contains 43914 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14495 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 42388 members 
Mstep: Class 20 contains 8237 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 4974 members 
Mstep: Class 27 contains 29914 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 2071 members 
Mstep: Class 32 contains 20880 members 
Mstep: Class 33 contains 2654 members 
Mstep: Class 34 contains 15257 members 
Mstep: Class 35 contains 24897 members 
Mstep: Class 36 contains 2272 members 
Mstep: Class 37 contains 966 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 33653 members 
Mstep: Class 41 contains 230 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14486 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 270 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 2382 members 
Mstep: Class 49 contains 38245 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 751 members 
Mstep: Class 52 contains 15982 members 
Mstep: Class 53 contains 2353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84235992.000000 Penalty: 170644.796875
Iteration 110Q: 54 clusters Score -8.423599e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 23346 members 
Mstep: Class 3 contains 1208 members 
Mstep: Class 4 contains 4658 members 
Mstep: Class 5 contains 4971 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1787 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5634 members 
Mstep: Class 13 contains 44112 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14519 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 10444 members 
Mstep: Class 19 contains 42320 members 
Mstep: Class 20 contains 8245 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4961 members 
Mstep: Class 27 contains 29962 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14887 members 
Mstep: Class 31 contains 2069 members 
Mstep: Class 32 contains 20887 members 
Mstep: Class 33 contains 2651 members 
Mstep: Class 34 contains 14876 members 
Mstep: Class 35 contains 24924 members 
Mstep: Class 36 contains 2279 members 
Mstep: Class 37 contains 966 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 33803 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14495 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 2387 members 
Mstep: Class 49 contains 38274 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 752 members 
Mstep: Class 52 contains 15975 members 
Mstep: Class 53 contains 2354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84235536.000000 Penalty: 170644.796875
Iteration 111Q: 54 clusters Score -8.423554e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 23506 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1789 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5632 members 
Mstep: Class 13 contains 44323 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14534 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 10372 members 
Mstep: Class 19 contains 42276 members 
Mstep: Class 20 contains 8250 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4953 members 
Mstep: Class 27 contains 30004 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14876 members 
Mstep: Class 31 contains 2069 members 
Mstep: Class 32 contains 20900 members 
Mstep: Class 33 contains 2651 members 
Mstep: Class 34 contains 14507 members 
Mstep: Class 35 contains 24955 members 
Mstep: Class 36 contains 2284 members 
Mstep: Class 37 contains 966 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 33837 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14531 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 2397 members 
Mstep: Class 49 contains 38385 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 752 members 
Mstep: Class 52 contains 15971 members 
Mstep: Class 53 contains 2358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84235256.000000 Penalty: 170644.796875
Iteration 112Q: 54 clusters Score -8.423526e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 23654 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 4975 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1793 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5633 members 
Mstep: Class 13 contains 44483 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14559 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 10316 members 
Mstep: Class 19 contains 42238 members 
Mstep: Class 20 contains 8246 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4944 members 
Mstep: Class 27 contains 30045 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14876 members 
Mstep: Class 31 contains 2068 members 
Mstep: Class 32 contains 20915 members 
Mstep: Class 33 contains 2652 members 
Mstep: Class 34 contains 14131 members 
Mstep: Class 35 contains 24961 members 
Mstep: Class 36 contains 2283 members 
Mstep: Class 37 contains 966 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 33845 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14552 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 2408 members 
Mstep: Class 49 contains 38549 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 754 members 
Mstep: Class 52 contains 15965 members 
Mstep: Class 53 contains 2364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84235024.000000 Penalty: 170644.796875
Iteration 113Q: 54 clusters Score -8.423502e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 23785 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 4598 members 
Mstep: Class 5 contains 4972 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1793 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5631 members 
Mstep: Class 13 contains 44650 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14575 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 10282 members 
Mstep: Class 19 contains 42196 members 
Mstep: Class 20 contains 8246 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4939 members 
Mstep: Class 27 contains 30084 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14867 members 
Mstep: Class 31 contains 2066 members 
Mstep: Class 32 contains 20930 members 
Mstep: Class 33 contains 2650 members 
Mstep: Class 34 contains 13761 members 
Mstep: Class 35 contains 25041 members 
Mstep: Class 36 contains 2281 members 
Mstep: Class 37 contains 966 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 33766 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14571 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 2414 members 
Mstep: Class 49 contains 38740 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 754 members 
Mstep: Class 52 contains 15964 members 
Mstep: Class 53 contains 2366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84234752.000000 Penalty: 170644.796875
Iteration 114Q: 54 clusters Score -8.423475e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 23920 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 4585 members 
Mstep: Class 5 contains 4972 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1793 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5629 members 
Mstep: Class 13 contains 44844 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14576 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 10261 members 
Mstep: Class 19 contains 42152 members 
Mstep: Class 20 contains 8246 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 30073 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14871 members 
Mstep: Class 31 contains 2064 members 
Mstep: Class 32 contains 20933 members 
Mstep: Class 33 contains 2645 members 
Mstep: Class 34 contains 13363 members 
Mstep: Class 35 contains 25125 members 
Mstep: Class 36 contains 2278 members 
Mstep: Class 37 contains 966 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 33671 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14580 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2413 members 
Mstep: Class 49 contains 38969 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 754 members 
Mstep: Class 52 contains 15976 members 
Mstep: Class 53 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84234192.000000 Penalty: 170644.796875
Iteration 115Q: 54 clusters Score -8.423419e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 24098 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 4569 members 
Mstep: Class 5 contains 4977 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1793 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 5630 members 
Mstep: Class 13 contains 45014 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14558 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 10228 members 
Mstep: Class 19 contains 42115 members 
Mstep: Class 20 contains 8243 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 30049 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14869 members 
Mstep: Class 31 contains 2067 members 
Mstep: Class 32 contains 20956 members 
Mstep: Class 33 contains 2649 members 
Mstep: Class 34 contains 13015 members 
Mstep: Class 35 contains 25216 members 
Mstep: Class 36 contains 2277 members 
Mstep: Class 37 contains 964 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 33572 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14611 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2410 members 
Mstep: Class 49 contains 39192 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 754 members 
Mstep: Class 52 contains 15974 members 
Mstep: Class 53 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84233872.000000 Penalty: 170644.796875
Iteration 116Q: 54 clusters Score -8.423387e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 24284 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 4980 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 5627 members 
Mstep: Class 13 contains 45177 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14549 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 10184 members 
Mstep: Class 19 contains 42072 members 
Mstep: Class 20 contains 8249 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 30015 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14866 members 
Mstep: Class 31 contains 2067 members 
Mstep: Class 32 contains 20980 members 
Mstep: Class 33 contains 2649 members 
Mstep: Class 34 contains 12715 members 
Mstep: Class 35 contains 25330 members 
Mstep: Class 36 contains 2277 members 
Mstep: Class 37 contains 964 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 33449 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14641 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2410 members 
Mstep: Class 49 contains 39443 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 754 members 
Mstep: Class 52 contains 15974 members 
Mstep: Class 53 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84233736.000000 Penalty: 170644.796875
Iteration 117Q: 54 clusters Score -8.423374e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 24466 members 
Mstep: Class 3 contains 1204 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 4981 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 5633 members 
Mstep: Class 13 contains 45357 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14560 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 10170 members 
Mstep: Class 19 contains 42038 members 
Mstep: Class 20 contains 8255 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4926 members 
Mstep: Class 27 contains 29967 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14863 members 
Mstep: Class 31 contains 2064 members 
Mstep: Class 32 contains 20987 members 
Mstep: Class 33 contains 2648 members 
Mstep: Class 34 contains 12439 members 
Mstep: Class 35 contains 25439 members 
Mstep: Class 36 contains 2273 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 33262 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14667 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2416 members 
Mstep: Class 49 contains 39683 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 754 members 
Mstep: Class 52 contains 15955 members 
Mstep: Class 53 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84233704.000000 Penalty: 170644.796875
Iteration 118Q: 54 clusters Score -8.42337e+07 nChanged 1940
Entering ConstructFrom: 
Score: -84233704.000000 Penalty: 170644.796875
Entering ConstructFrom: 
Trying to split cluster 1 (23585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Entering Unmasked Estep 
Score: -4643159.500000 Penalty: 2496.954834
	Iteration 0F: 2 clusters Score -4643160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -4626909.000000 Penalty: 4993.909668
	Iteration 0F: 3 clusters Score -4626909 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -4632513.500000 Penalty: 4993.909668
	Iteration 1F: 3 clusters Score -4632514 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4632906.000000 Penalty: 4993.909668
	Iteration 2F: 3 clusters Score -4632906 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -4633213.500000 Penalty: 4993.909668
	Iteration 3Q: 3 clusters Score -4633214 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -4633507.000000 Penalty: 4993.909668
	Iteration 4Q: 3 clusters Score -4633507 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -4633764.500000 Penalty: 4993.909668
	Iteration 5Q: 3 clusters Score -4633764 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -4634000.000000 Penalty: 4993.909668
	Iteration 6Q: 3 clusters Score -4634000 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -4634190.000000 Penalty: 4993.909668
	Iteration 7Q: 3 clusters Score -4634190 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -4634377.500000 Penalty: 4993.909668
	Iteration 8Q: 3 clusters Score -4634378 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -4634548.500000 Penalty: 4993.909668
	Iteration 9Q: 3 clusters Score -4634548 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -4634725.500000 Penalty: 4993.909668
	Iteration 10Q: 3 clusters Score -4634726 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -4634876.000000 Penalty: 4993.909668
	Iteration 11Q: 3 clusters Score -4634876 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -4634995.000000 Penalty: 4993.909668
	Iteration 12Q: 3 clusters Score -4634995 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -4635118.000000 Penalty: 4993.909668
	Iteration 13Q: 3 clusters Score -4635118 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -4635252.000000 Penalty: 4993.909668
	Iteration 14Q: 3 clusters Score -4635252 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -4635348.500000 Penalty: 4993.909668
	Iteration 15Q: 3 clusters Score -4635348 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -4635453.500000 Penalty: 4993.909668
	Iteration 16Q: 3 clusters Score -4635454 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -4635525.000000 Penalty: 4993.909668
	Iteration 17Q: 3 clusters Score -4635525 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -4635593.000000 Penalty: 4993.909668
	Iteration 18Q: 3 clusters Score -4635593 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -4635648.000000 Penalty: 4993.909668
	Iteration 19Q: 3 clusters Score -4635648 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -4635750.000000 Penalty: 4993.909668
	Iteration 20F: 3 clusters Score -4635750 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -4635856.000000 Penalty: 4993.909668
	Iteration 21Q: 3 clusters Score -4635856 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -4635981.000000 Penalty: 4993.909668
	Iteration 22Q: 3 clusters Score -4635981 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -4636155.500000 Penalty: 4993.909668
	Iteration 23Q: 3 clusters Score -4636156 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -4636389.000000 Penalty: 4993.909668
	Iteration 24Q: 3 clusters Score -4636389 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -4636683.000000 Penalty: 4993.909668
	Iteration 25Q: 3 clusters Score -4636683 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -4637077.000000 Penalty: 4993.909668
	Iteration 26Q: 3 clusters Score -4637077 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -4637590.000000 Penalty: 4993.909668
	Iteration 27Q: 3 clusters Score -4637590 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -4638160.000000 Penalty: 4993.909668
	Iteration 28Q: 3 clusters Score -4638160 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4638763.000000 Penalty: 4993.909668
	Iteration 29Q: 3 clusters Score -4638763 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4639290.000000 Penalty: 4993.909668
	Iteration 30Q: 3 clusters Score -4639290 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4639821.000000 Penalty: 4993.909668
	Iteration 31Q: 3 clusters Score -4639821 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4640204.000000 Penalty: 4993.909668
	Iteration 32Q: 3 clusters Score -4640204 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4640471.000000 Penalty: 4993.909668
	Iteration 33Q: 3 clusters Score -4640471 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4640648.500000 Penalty: 4993.909668
	Iteration 34Q: 3 clusters Score -4640648 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4640762.500000 Penalty: 4993.909668
	Iteration 35Q: 3 clusters Score -4640762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4640837.500000 Penalty: 4993.909668
	Iteration 36Q: 3 clusters Score -4640838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4640863.500000 Penalty: 4993.909668
	Iteration 37Q: 3 clusters Score -4640864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4640883.000000 Penalty: 4993.909668
	Iteration 38Q: 3 clusters Score -4640883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4640907.000000 Penalty: 4993.909668
	Iteration 39Q: 3 clusters Score -4640907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4640924.500000 Penalty: 4993.909668
	Iteration 40F: 3 clusters Score -4640924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4640945.500000 Penalty: 4993.909668
	Iteration 41Q: 3 clusters Score -4640946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4640958.500000 Penalty: 4993.909668
	Iteration 42Q: 3 clusters Score -4640958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4640970.500000 Penalty: 4993.909668
	Iteration 43Q: 3 clusters Score -4640970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4640973.000000 Penalty: 4993.909668
	Iteration 44Q: 3 clusters Score -4640973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4640982.000000 Penalty: 4993.909668
	Iteration 45Q: 3 clusters Score -4640982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4640990.500000 Penalty: 4993.909668
	Iteration 46Q: 3 clusters Score -4640990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4640998.500000 Penalty: 4993.909668
	Iteration 47Q: 3 clusters Score -4640998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4640999.500000 Penalty: 4993.909668
	Iteration 48Q: 3 clusters Score -4641000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4640999.500000 Penalty: 4993.909668
	Iteration 49F: 3 clusters Score -4641000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Entering Unmasked Estep 
Score: -4858703.500000 Penalty: 2507.988525
	Iteration 0F: 2 clusters Score -4858704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -4842625.000000 Penalty: 5015.977051
	Iteration 0F: 3 clusters Score -4842625 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -4848480.000000 Penalty: 5015.977051
	Iteration 1F: 3 clusters Score -4848480 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -4848849.000000 Penalty: 5015.977051
	Iteration 2Q: 3 clusters Score -4848849 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -4849144.000000 Penalty: 5015.977051
	Iteration 3Q: 3 clusters Score -4849144 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -4849380.500000 Penalty: 5015.977051
	Iteration 4Q: 3 clusters Score -4849380 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4849564.000000 Penalty: 5015.977051
	Iteration 5Q: 3 clusters Score -4849564 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4849755.000000 Penalty: 5015.977051
	Iteration 6Q: 3 clusters Score -4849755 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -4849987.000000 Penalty: 5015.977051
	Iteration 7Q: 3 clusters Score -4849987 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -4850267.000000 Penalty: 5015.977051
	Iteration 8Q: 3 clusters Score -4850267 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -4850671.000000 Penalty: 5015.977051
	Iteration 9Q: 3 clusters Score -4850671 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -4851298.500000 Penalty: 5015.977051
	Iteration 10Q: 3 clusters Score -4851298 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -4852121.500000 Penalty: 5015.977051
	Iteration 11F: 3 clusters Score -4852122 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4853247.000000 Penalty: 5015.977051
	Iteration 12F: 3 clusters Score -4853247 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4854384.500000 Penalty: 5015.977051
	Iteration 13F: 3 clusters Score -4854384 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4855298.000000 Penalty: 5015.977051
	Iteration 14F: 3 clusters Score -4855298 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4855848.500000 Penalty: 5015.977051
	Iteration 15Q: 3 clusters Score -4855848 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4856111.500000 Penalty: 5015.977051
	Iteration 16Q: 3 clusters Score -4856112 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4856279.000000 Penalty: 5015.977051
	Iteration 17Q: 3 clusters Score -4856279 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4856389.500000 Penalty: 5015.977051
	Iteration 18Q: 3 clusters Score -4856390 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4856474.000000 Penalty: 5015.977051
	Iteration 19Q: 3 clusters Score -4856474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4856521.500000 Penalty: 5015.977051
	Iteration 20F: 3 clusters Score -4856522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4856545.500000 Penalty: 5015.977051
	Iteration 21Q: 3 clusters Score -4856546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4856572.000000 Penalty: 5015.977051
	Iteration 22Q: 3 clusters Score -4856572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4856581.500000 Penalty: 5015.977051
	Iteration 23Q: 3 clusters Score -4856582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4856584.000000 Penalty: 5015.977051
	Iteration 24Q: 3 clusters Score -4856584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4856589.500000 Penalty: 5015.977051
	Iteration 25Q: 3 clusters Score -4856590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4856585.500000 Penalty: 5015.977051
	Iteration 26Q: 3 clusters Score -4856586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4856586.500000 Penalty: 5015.977051
	Iteration 27Q: 3 clusters Score -4856586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4856590.500000 Penalty: 5015.977051
	Iteration 28Q: 3 clusters Score -4856590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4856586.500000 Penalty: 5015.977051
	Iteration 29Q: 3 clusters Score -4856586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4856594.000000 Penalty: 5015.977051
	Iteration 30Q: 3 clusters Score -4856594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4856590.000000 Penalty: 5015.977051
	Iteration 31Q: 3 clusters Score -4856590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4856596.000000 Penalty: 5015.977051
	Iteration 32Q: 3 clusters Score -4856596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4856604.000000 Penalty: 5015.977051
	Iteration 33Q: 3 clusters Score -4856604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4856610.500000 Penalty: 5015.977051
	Iteration 34Q: 3 clusters Score -4856610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4856610.500000 Penalty: 5015.977051
	Iteration 35Q: 3 clusters Score -4856610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4856612.000000 Penalty: 5015.977051
	Iteration 36Q: 3 clusters Score -4856612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4856616.500000 Penalty: 5015.977051
	Iteration 37Q: 3 clusters Score -4856616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4856616.500000 Penalty: 5015.977051
	Iteration 38F: 3 clusters Score -4856616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -216928.046875 Penalty: 1759.370239
	Iteration 0F: 2 clusters Score -216928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -214810.593750 Penalty: 3518.740479
	Iteration 0F: 3 clusters Score -214810.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -215163.734375 Penalty: 3518.740479
	Iteration 1F: 3 clusters Score -215163.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -215286.203125 Penalty: 3518.740479
	Iteration 2F: 3 clusters Score -215286.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -215344.968750 Penalty: 3518.740479
	Iteration 3Q: 3 clusters Score -215345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -215386.328125 Penalty: 3518.740479
	Iteration 4Q: 3 clusters Score -215386.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -215425.484375 Penalty: 3518.740479
	Iteration 5Q: 3 clusters Score -215425.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -215457.156250 Penalty: 3518.740479
	Iteration 6Q: 3 clusters Score -215457.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -215485.687500 Penalty: 3518.740479
	Iteration 7Q: 3 clusters Score -215485.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -215516.968750 Penalty: 3518.740479
	Iteration 8Q: 3 clusters Score -215517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -215540.968750 Penalty: 3518.740479
	Iteration 9Q: 3 clusters Score -215541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -215562.359375 Penalty: 3518.740479
	Iteration 10Q: 3 clusters Score -215562.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -215586.109375 Penalty: 3518.740479
	Iteration 11Q: 3 clusters Score -215586.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -215619.234375 Penalty: 3518.740479
	Iteration 12Q: 3 clusters Score -215619.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -215644.812500 Penalty: 3518.740479
	Iteration 13Q: 3 clusters Score -215644.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -215678.546875 Penalty: 3518.740479
	Iteration 14Q: 3 clusters Score -215678.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -215717.875000 Penalty: 3518.740479
	Iteration 15Q: 3 clusters Score -215717.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -215735.484375 Penalty: 3518.740479
	Iteration 16Q: 3 clusters Score -215735.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -215755.312500 Penalty: 3518.740479
	Iteration 17Q: 3 clusters Score -215755.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -215782.187500 Penalty: 3518.740479
	Iteration 18Q: 3 clusters Score -215782.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -215799.968750 Penalty: 3518.740479
	Iteration 19Q: 3 clusters Score -215800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -215820.937500 Penalty: 3518.740479
	Iteration 20F: 3 clusters Score -215820.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -215834.812500 Penalty: 3518.740479
	Iteration 21Q: 3 clusters Score -215834.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -215848.234375 Penalty: 3518.740479
	Iteration 22Q: 3 clusters Score -215848.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -215871.093750 Penalty: 3518.740479
	Iteration 23Q: 3 clusters Score -215871.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -215902.265625 Penalty: 3518.740479
	Iteration 24Q: 3 clusters Score -215902.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -215929.375000 Penalty: 3518.740479
	Iteration 25Q: 3 clusters Score -215929.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -215947.281250 Penalty: 3518.740479
	Iteration 26Q: 3 clusters Score -215947.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -215962.796875 Penalty: 3518.740479
	Iteration 27Q: 3 clusters Score -215962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -215971.296875 Penalty: 3518.740479
	Iteration 28Q: 3 clusters Score -215971.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -215976.484375 Penalty: 3518.740479
	Iteration 29Q: 3 clusters Score -215976.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -215983.437500 Penalty: 3518.740479
	Iteration 30Q: 3 clusters Score -215983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -215991.046875 Penalty: 3518.740479
	Iteration 31Q: 3 clusters Score -215991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -215997.781250 Penalty: 3518.740479
	Iteration 32Q: 3 clusters Score -215997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -216003.875000 Penalty: 3518.740479
	Iteration 33Q: 3 clusters Score -216003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -216006.500000 Penalty: 3518.740479
	Iteration 34Q: 3 clusters Score -216006.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -216007.843750 Penalty: 3518.740479
	Iteration 35Q: 3 clusters Score -216007.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -216011.421875 Penalty: 3518.740479
	Iteration 36Q: 3 clusters Score -216011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -216014.265625 Penalty: 3518.740479
	Iteration 37Q: 3 clusters Score -216014.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -216018.031250 Penalty: 3518.740479
	Iteration 38Q: 3 clusters Score -216018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -216023.328125 Penalty: 3518.740479
	Iteration 39Q: 3 clusters Score -216023.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -216029.875000 Penalty: 3518.740479
	Iteration 40F: 3 clusters Score -216029.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -216037.187500 Penalty: 3518.740479
	Iteration 41Q: 3 clusters Score -216037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -216039.359375 Penalty: 3518.740479
	Iteration 42Q: 3 clusters Score -216039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -216040.437500 Penalty: 3518.740479
	Iteration 43Q: 3 clusters Score -216040.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -216045.828125 Penalty: 3518.740479
	Iteration 44Q: 3 clusters Score -216045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -216048.031250 Penalty: 3518.740479
	Iteration 45Q: 3 clusters Score -216048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -216048.031250 Penalty: 3518.740479
	Iteration 46F: 3 clusters Score -216048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Entering Unmasked Estep 
Score: -822458.812500 Penalty: 2087.014893
	Iteration 0F: 2 clusters Score -822458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -818278.562500 Penalty: 4174.029785
	Iteration 0F: 3 clusters Score -818278.6 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -819368.625000 Penalty: 4174.029785
	Iteration 1F: 3 clusters Score -819368.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -819639.812500 Penalty: 4174.029785
	Iteration 2F: 3 clusters Score -819639.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -819816.000000 Penalty: 4174.029785
	Iteration 3F: 3 clusters Score -819816 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -819968.312500 Penalty: 4174.029785
	Iteration 4Q: 3 clusters Score -819968.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -820075.187500 Penalty: 4174.029785
	Iteration 5Q: 3 clusters Score -820075.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -820152.875000 Penalty: 4174.029785
	Iteration 6Q: 3 clusters Score -820152.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -820227.062500 Penalty: 4174.029785
	Iteration 7Q: 3 clusters Score -820227.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -820302.625000 Penalty: 4174.029785
	Iteration 8Q: 3 clusters Score -820302.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -820378.312500 Penalty: 4174.029785
	Iteration 9Q: 3 clusters Score -820378.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -820435.375000 Penalty: 4174.029785
	Iteration 10Q: 3 clusters Score -820435.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -820495.062500 Penalty: 4174.029785
	Iteration 11Q: 3 clusters Score -820495.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -820545.125000 Penalty: 4174.029785
	Iteration 12Q: 3 clusters Score -820545.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -820586.625000 Penalty: 4174.029785
	Iteration 13Q: 3 clusters Score -820586.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -820621.000000 Penalty: 4174.029785
	Iteration 14Q: 3 clusters Score -820621 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -820655.312500 Penalty: 4174.029785
	Iteration 15Q: 3 clusters Score -820655.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -820683.125000 Penalty: 4174.029785
	Iteration 16Q: 3 clusters Score -820683.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -820705.437500 Penalty: 4174.029785
	Iteration 17Q: 3 clusters Score -820705.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -820729.875000 Penalty: 4174.029785
	Iteration 18Q: 3 clusters Score -820729.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -820753.875000 Penalty: 4174.029785
	Iteration 19Q: 3 clusters Score -820753.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -820768.687500 Penalty: 4174.029785
	Iteration 20F: 3 clusters Score -820768.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -820786.500000 Penalty: 4174.029785
	Iteration 21Q: 3 clusters Score -820786.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -820802.187500 Penalty: 4174.029785
	Iteration 22Q: 3 clusters Score -820802.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -820816.437500 Penalty: 4174.029785
	Iteration 23Q: 3 clusters Score -820816.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -820829.437500 Penalty: 4174.029785
	Iteration 24Q: 3 clusters Score -820829.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -820842.375000 Penalty: 4174.029785
	Iteration 25Q: 3 clusters Score -820842.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -820858.875000 Penalty: 4174.029785
	Iteration 26Q: 3 clusters Score -820858.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -820870.062500 Penalty: 4174.029785
	Iteration 27Q: 3 clusters Score -820870.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -820882.125000 Penalty: 4174.029785
	Iteration 28Q: 3 clusters Score -820882.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -820892.750000 Penalty: 4174.029785
	Iteration 29Q: 3 clusters Score -820892.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -820908.000000 Penalty: 4174.029785
	Iteration 30Q: 3 clusters Score -820908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -820922.812500 Penalty: 4174.029785
	Iteration 31Q: 3 clusters Score -820922.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -820933.750000 Penalty: 4174.029785
	Iteration 32Q: 3 clusters Score -820933.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -820947.437500 Penalty: 4174.029785
	Iteration 33Q: 3 clusters Score -820947.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -820954.562500 Penalty: 4174.029785
	Iteration 34Q: 3 clusters Score -820954.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -820962.625000 Penalty: 4174.029785
	Iteration 35Q: 3 clusters Score -820962.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -820974.000000 Penalty: 4174.029785
	Iteration 36Q: 3 clusters Score -820974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -820980.812500 Penalty: 4174.029785
	Iteration 37Q: 3 clusters Score -820980.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -820995.625000 Penalty: 4174.029785
	Iteration 38Q: 3 clusters Score -820995.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -821007.625000 Penalty: 4174.029785
	Iteration 39Q: 3 clusters Score -821007.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -821024.000000 Penalty: 4174.029785
	Iteration 40F: 3 clusters Score -821024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -821035.062500 Penalty: 4174.029785
	Iteration 41Q: 3 clusters Score -821035.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -821041.812500 Penalty: 4174.029785
	Iteration 42Q: 3 clusters Score -821041.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -821046.125000 Penalty: 4174.029785
	Iteration 43Q: 3 clusters Score -821046.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -821047.750000 Penalty: 4174.029785
	Iteration 44Q: 3 clusters Score -821047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -821049.750000 Penalty: 4174.029785
	Iteration 45Q: 3 clusters Score -821049.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -821050.875000 Penalty: 4174.029785
	Iteration 46Q: 3 clusters Score -821050.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -821054.000000 Penalty: 4174.029785
	Iteration 47Q: 3 clusters Score -821054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -821057.562500 Penalty: 4174.029785
	Iteration 48Q: 3 clusters Score -821057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -821060.187500 Penalty: 4174.029785
	Iteration 49Q: 3 clusters Score -821060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -821059.500000 Penalty: 4174.029785
	Iteration 50Q: 3 clusters Score -821059.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -821060.937500 Penalty: 4174.029785
	Iteration 51Q: 3 clusters Score -821060.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -821060.937500 Penalty: 4174.029785
	Iteration 52Q: 3 clusters Score -821060.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -821060.937500 Penalty: 4174.029785
	Iteration 53F: 3 clusters Score -821060.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Entering Unmasked Estep 
Score: -973163.812500 Penalty: 2111.469238
	Iteration 0F: 2 clusters Score -973163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -968665.937500 Penalty: 4222.938477
	Iteration 0F: 3 clusters Score -968665.9 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -969798.750000 Penalty: 4222.938477
	Iteration 1F: 3 clusters Score -969798.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -970028.000000 Penalty: 4222.938477
	Iteration 2F: 3 clusters Score -970028 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -970187.187500 Penalty: 4222.938477
	Iteration 3Q: 3 clusters Score -970187.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -970334.375000 Penalty: 4222.938477
	Iteration 4Q: 3 clusters Score -970334.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -970533.437500 Penalty: 4222.938477
	Iteration 5Q: 3 clusters Score -970533.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -970795.750000 Penalty: 4222.938477
	Iteration 6Q: 3 clusters Score -970795.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -971049.187500 Penalty: 4222.938477
	Iteration 7Q: 3 clusters Score -971049.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -971248.937500 Penalty: 4222.938477
	Iteration 8Q: 3 clusters Score -971248.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -971433.562500 Penalty: 4222.938477
	Iteration 9Q: 3 clusters Score -971433.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -971571.500000 Penalty: 4222.938477
	Iteration 10Q: 3 clusters Score -971571.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -971692.875000 Penalty: 4222.938477
	Iteration 11Q: 3 clusters Score -971692.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -971801.375000 Penalty: 4222.938477
	Iteration 12Q: 3 clusters Score -971801.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -971895.687500 Penalty: 4222.938477
	Iteration 13Q: 3 clusters Score -971895.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -971978.437500 Penalty: 4222.938477
	Iteration 14Q: 3 clusters Score -971978.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -972077.000000 Penalty: 4222.938477
	Iteration 15Q: 3 clusters Score -972077 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -972186.062500 Penalty: 4222.938477
	Iteration 16Q: 3 clusters Score -972186.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -972360.000000 Penalty: 4222.938477
	Iteration 17Q: 3 clusters Score -972360 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -972485.062500 Penalty: 4222.938477
	Iteration 18Q: 3 clusters Score -972485.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -972564.875000 Penalty: 4222.938477
	Iteration 19Q: 3 clusters Score -972564.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -972635.250000 Penalty: 4222.938477
	Iteration 20F: 3 clusters Score -972635.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -972702.687500 Penalty: 4222.938477
	Iteration 21Q: 3 clusters Score -972702.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -972782.750000 Penalty: 4222.938477
	Iteration 22Q: 3 clusters Score -972782.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -972832.500000 Penalty: 4222.938477
	Iteration 23Q: 3 clusters Score -972832.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -972864.312500 Penalty: 4222.938477
	Iteration 24Q: 3 clusters Score -972864.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -972884.437500 Penalty: 4222.938477
	Iteration 25Q: 3 clusters Score -972884.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -972898.687500 Penalty: 4222.938477
	Iteration 26Q: 3 clusters Score -972898.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -972909.812500 Penalty: 4222.938477
	Iteration 27Q: 3 clusters Score -972909.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -972925.312500 Penalty: 4222.938477
	Iteration 28Q: 3 clusters Score -972925.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -972937.937500 Penalty: 4222.938477
	Iteration 29Q: 3 clusters Score -972937.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -972944.000000 Penalty: 4222.938477
	Iteration 30Q: 3 clusters Score -972944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -972949.125000 Penalty: 4222.938477
	Iteration 31Q: 3 clusters Score -972949.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -972953.562500 Penalty: 4222.938477
	Iteration 32Q: 3 clusters Score -972953.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -972958.312500 Penalty: 4222.938477
	Iteration 33Q: 3 clusters Score -972958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -972958.000000 Penalty: 4222.938477
	Iteration 34Q: 3 clusters Score -972958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -972958.062500 Penalty: 4222.938477
	Iteration 35Q: 3 clusters Score -972958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -972958.062500 Penalty: 4222.938477
	Iteration 36F: 3 clusters Score -972958.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -126333.226562 Penalty: 1653.720581
	Iteration 0F: 2 clusters Score -126333.2 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 390 members 
Entering Unmasked Estep 
Score: -124633.445312 Penalty: 3307.441162
	Iteration 0F: 3 clusters Score -124633.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -124987.929688 Penalty: 3307.441162
	Iteration 1F: 3 clusters Score -124987.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -125106.562500 Penalty: 3307.441162
	Iteration 2F: 3 clusters Score -125106.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -125163.296875 Penalty: 3307.441162
	Iteration 3Q: 3 clusters Score -125163.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -125195.843750 Penalty: 3307.441162
	Iteration 4Q: 3 clusters Score -125195.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -125222.835938 Penalty: 3307.441162
	Iteration 5Q: 3 clusters Score -125222.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -125245.023438 Penalty: 3307.441162
	Iteration 6Q: 3 clusters Score -125245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -125256.585938 Penalty: 3307.441162
	Iteration 7Q: 3 clusters Score -125256.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -125265.140625 Penalty: 3307.441162
	Iteration 8Q: 3 clusters Score -125265.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -125269.140625 Penalty: 3307.441162
	Iteration 9Q: 3 clusters Score -125269.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -125274.257812 Penalty: 3307.441162
	Iteration 10Q: 3 clusters Score -125274.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -125275.679688 Penalty: 3307.441162
	Iteration 11Q: 3 clusters Score -125275.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -125275.679688 Penalty: 3307.441162
	Iteration 12F: 3 clusters Score -125275.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -68105.507812 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -68105.51 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 200 members 
Entering Unmasked Estep 
Score: -66718.578125 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -66718.58 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66849.984375 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -66849.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66909.515625 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -66909.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66924.421875 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -66924.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66928.882812 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -66928.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66930.859375 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -66930.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66934.406250 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -66934.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66941.710938 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -66941.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66943.468750 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -66943.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66943.468750 Penalty: 2961.745850
	Iteration 9F: 3 clusters Score -66943.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -42439.226562 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -42439.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41400.125000 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -41400.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -41729.003906 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -41729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -41899.519531 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -41899.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -41999.421875 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -41999.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -42027.449219 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -42027.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -42027.449219 Penalty: 2824.091309
	Iteration 5F: 3 clusters Score -42027.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -310600.500000 Penalty: 1858.066406
	Iteration 0F: 2 clusters Score -310600.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -308232.656250 Penalty: 3716.132812
	Iteration 0F: 3 clusters Score -308232.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -309079.718750 Penalty: 3716.132812
	Iteration 1F: 3 clusters Score -309079.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -309576.812500 Penalty: 3716.132812
	Iteration 2F: 3 clusters Score -309576.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -309939.812500 Penalty: 3716.132812
	Iteration 3F: 3 clusters Score -309939.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -310057.593750 Penalty: 3716.132812
	Iteration 4Q: 3 clusters Score -310057.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -310126.281250 Penalty: 3716.132812
	Iteration 5Q: 3 clusters Score -310126.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -310167.187500 Penalty: 3716.132812
	Iteration 6Q: 3 clusters Score -310167.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -310197.625000 Penalty: 3716.132812
	Iteration 7Q: 3 clusters Score -310197.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -310207.875000 Penalty: 3716.132812
	Iteration 8Q: 3 clusters Score -310207.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -310215.500000 Penalty: 3716.132812
	Iteration 9Q: 3 clusters Score -310215.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -310223.718750 Penalty: 3716.132812
	Iteration 10Q: 3 clusters Score -310223.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -310227.843750 Penalty: 3716.132812
	Iteration 11Q: 3 clusters Score -310227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -310233.031250 Penalty: 3716.132812
	Iteration 12Q: 3 clusters Score -310233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -310238.187500 Penalty: 3716.132812
	Iteration 13Q: 3 clusters Score -310238.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -310243.531250 Penalty: 3716.132812
	Iteration 14Q: 3 clusters Score -310243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -310248.781250 Penalty: 3716.132812
	Iteration 15Q: 3 clusters Score -310248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -310249.906250 Penalty: 3716.132812
	Iteration 16Q: 3 clusters Score -310249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -310254.375000 Penalty: 3716.132812
	Iteration 17Q: 3 clusters Score -310254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -310255.187500 Penalty: 3716.132812
	Iteration 18Q: 3 clusters Score -310255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -310255.187500 Penalty: 3716.132812
	Iteration 19F: 3 clusters Score -310255.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -131894.421875 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -131894.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -130194.046875 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -130194 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -130551.265625 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -130551.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -130738.187500 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -130738.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -130927.656250 Penalty: 3279.572266
	Iteration 3F: 3 clusters Score -130927.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -131051.164062 Penalty: 3279.572266
	Iteration 4F: 3 clusters Score -131051.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -131138.093750 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -131138.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -131214.093750 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -131214.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -131248.546875 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -131248.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -131278.984375 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -131279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -131323.281250 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -131323.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -131369.625000 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -131369.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -131408.406250 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -131408.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -131422.734375 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -131422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -131427.750000 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -131427.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -131427.750000 Penalty: 3279.572266
	Iteration 14F: 3 clusters Score -131427.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Entering Unmasked Estep 
Score: -1084395.125000 Penalty: 2140.944336
	Iteration 0F: 2 clusters Score -1084395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1079509.125000 Penalty: 4281.888672
	Iteration 0F: 3 clusters Score -1079509 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1080841.375000 Penalty: 4281.888672
	Iteration 1F: 3 clusters Score -1080841 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1081165.500000 Penalty: 4281.888672
	Iteration 2F: 3 clusters Score -1081166 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1081384.375000 Penalty: 4281.888672
	Iteration 3F: 3 clusters Score -1081384 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1081562.500000 Penalty: 4281.888672
	Iteration 4Q: 3 clusters Score -1081562 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1081715.000000 Penalty: 4281.888672
	Iteration 5Q: 3 clusters Score -1081715 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1081864.375000 Penalty: 4281.888672
	Iteration 6Q: 3 clusters Score -1081864 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1082008.250000 Penalty: 4281.888672
	Iteration 7Q: 3 clusters Score -1082008 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1082161.000000 Penalty: 4281.888672
	Iteration 8Q: 3 clusters Score -1082161 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1082281.625000 Penalty: 4281.888672
	Iteration 9Q: 3 clusters Score -1082282 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1082377.125000 Penalty: 4281.888672
	Iteration 10Q: 3 clusters Score -1082377 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1082445.125000 Penalty: 4281.888672
	Iteration 11Q: 3 clusters Score -1082445 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1082489.000000 Penalty: 4281.888672
	Iteration 12Q: 3 clusters Score -1082489 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1082523.250000 Penalty: 4281.888672
	Iteration 13Q: 3 clusters Score -1082523 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1082546.625000 Penalty: 4281.888672
	Iteration 14Q: 3 clusters Score -1082547 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1082567.250000 Penalty: 4281.888672
	Iteration 15Q: 3 clusters Score -1082567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1082582.250000 Penalty: 4281.888672
	Iteration 16Q: 3 clusters Score -1082582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1082591.750000 Penalty: 4281.888672
	Iteration 17Q: 3 clusters Score -1082592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1082599.500000 Penalty: 4281.888672
	Iteration 18Q: 3 clusters Score -1082600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1082610.250000 Penalty: 4281.888672
	Iteration 19Q: 3 clusters Score -1082610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1082615.625000 Penalty: 4281.888672
	Iteration 20F: 3 clusters Score -1082616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1082621.125000 Penalty: 4281.888672
	Iteration 21Q: 3 clusters Score -1082621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1082625.875000 Penalty: 4281.888672
	Iteration 22Q: 3 clusters Score -1082626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1082631.500000 Penalty: 4281.888672
	Iteration 23Q: 3 clusters Score -1082632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1082643.500000 Penalty: 4281.888672
	Iteration 24Q: 3 clusters Score -1082644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1082648.750000 Penalty: 4281.888672
	Iteration 25Q: 3 clusters Score -1082649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1082661.000000 Penalty: 4281.888672
	Iteration 26Q: 3 clusters Score -1082661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1082669.500000 Penalty: 4281.888672
	Iteration 27Q: 3 clusters Score -1082670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1082679.750000 Penalty: 4281.888672
	Iteration 28Q: 3 clusters Score -1082680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1082687.625000 Penalty: 4281.888672
	Iteration 29Q: 3 clusters Score -1082688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1082699.625000 Penalty: 4281.888672
	Iteration 30Q: 3 clusters Score -1082700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1082711.000000 Penalty: 4281.888672
	Iteration 31Q: 3 clusters Score -1082711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1082719.375000 Penalty: 4281.888672
	Iteration 32Q: 3 clusters Score -1082719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1082723.625000 Penalty: 4281.888672
	Iteration 33Q: 3 clusters Score -1082724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1082733.875000 Penalty: 4281.888672
	Iteration 34Q: 3 clusters Score -1082734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1082738.000000 Penalty: 4281.888672
	Iteration 35Q: 3 clusters Score -1082738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1082743.500000 Penalty: 4281.888672
	Iteration 36Q: 3 clusters Score -1082744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1082752.000000 Penalty: 4281.888672
	Iteration 37Q: 3 clusters Score -1082752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1082757.500000 Penalty: 4281.888672
	Iteration 38Q: 3 clusters Score -1082758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1082761.125000 Penalty: 4281.888672
	Iteration 39Q: 3 clusters Score -1082761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1082764.000000 Penalty: 4281.888672
	Iteration 40F: 3 clusters Score -1082764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1082764.250000 Penalty: 4281.888672
	Iteration 41Q: 3 clusters Score -1082764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1082764.500000 Penalty: 4281.888672
	Iteration 42Q: 3 clusters Score -1082764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1082768.375000 Penalty: 4281.888672
	Iteration 43Q: 3 clusters Score -1082768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1082770.750000 Penalty: 4281.888672
	Iteration 44Q: 3 clusters Score -1082771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1082771.375000 Penalty: 4281.888672
	Iteration 45Q: 3 clusters Score -1082771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1082774.125000 Penalty: 4281.888672
	Iteration 46Q: 3 clusters Score -1082774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1082773.125000 Penalty: 4281.888672
	Iteration 47Q: 3 clusters Score -1082773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1082774.625000 Penalty: 4281.888672
	Iteration 48Q: 3 clusters Score -1082775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1082774.875000 Penalty: 4281.888672
	Iteration 49Q: 3 clusters Score -1082775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1082775.000000 Penalty: 4281.888672
	Iteration 50Q: 3 clusters Score -1082775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1082775.875000 Penalty: 4281.888672
	Iteration 51Q: 3 clusters Score -1082776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1082779.500000 Penalty: 4281.888672
	Iteration 52Q: 3 clusters Score -1082780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1082783.500000 Penalty: 4281.888672
	Iteration 53Q: 3 clusters Score -1082784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1082787.000000 Penalty: 4281.888672
	Iteration 54Q: 3 clusters Score -1082787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1082788.125000 Penalty: 4281.888672
	Iteration 55Q: 3 clusters Score -1082788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1082791.375000 Penalty: 4281.888672
	Iteration 56Q: 3 clusters Score -1082791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1082793.875000 Penalty: 4281.888672
	Iteration 57Q: 3 clusters Score -1082794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1082796.500000 Penalty: 4281.888672
	Iteration 58Q: 3 clusters Score -1082796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1082799.375000 Penalty: 4281.888672
	Iteration 59Q: 3 clusters Score -1082799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1082800.125000 Penalty: 4281.888672
	Iteration 60F: 3 clusters Score -1082800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1082803.125000 Penalty: 4281.888672
	Iteration 61Q: 3 clusters Score -1082803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1082802.125000 Penalty: 4281.888672
	Iteration 62Q: 3 clusters Score -1082802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1082805.250000 Penalty: 4281.888672
	Iteration 63Q: 3 clusters Score -1082805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1082806.125000 Penalty: 4281.888672
	Iteration 64Q: 3 clusters Score -1082806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1082808.125000 Penalty: 4281.888672
	Iteration 65Q: 3 clusters Score -1082808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1082808.125000 Penalty: 4281.888672
	Iteration 66F: 3 clusters Score -1082808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1143649.375000 Penalty: 2141.474121
	Iteration 0F: 2 clusters Score -1143649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1138729.625000 Penalty: 4282.948242
	Iteration 0F: 3 clusters Score -1138730 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1139881.125000 Penalty: 4282.948242
	Iteration 1F: 3 clusters Score -1139881 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1140091.500000 Penalty: 4282.948242
	Iteration 2F: 3 clusters Score -1140092 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1140233.000000 Penalty: 4282.948242
	Iteration 3Q: 3 clusters Score -1140233 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1140342.875000 Penalty: 4282.948242
	Iteration 4Q: 3 clusters Score -1140343 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1140420.250000 Penalty: 4282.948242
	Iteration 5Q: 3 clusters Score -1140420 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1140492.125000 Penalty: 4282.948242
	Iteration 6Q: 3 clusters Score -1140492 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1140552.000000 Penalty: 4282.948242
	Iteration 7Q: 3 clusters Score -1140552 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1140609.750000 Penalty: 4282.948242
	Iteration 8Q: 3 clusters Score -1140610 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1140647.250000 Penalty: 4282.948242
	Iteration 9Q: 3 clusters Score -1140647 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1140680.625000 Penalty: 4282.948242
	Iteration 10Q: 3 clusters Score -1140681 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1140717.125000 Penalty: 4282.948242
	Iteration 11Q: 3 clusters Score -1140717 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1140753.750000 Penalty: 4282.948242
	Iteration 12Q: 3 clusters Score -1140754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1140786.875000 Penalty: 4282.948242
	Iteration 13Q: 3 clusters Score -1140787 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1140823.375000 Penalty: 4282.948242
	Iteration 14Q: 3 clusters Score -1140823 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1140865.500000 Penalty: 4282.948242
	Iteration 15Q: 3 clusters Score -1140866 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1140903.375000 Penalty: 4282.948242
	Iteration 16Q: 3 clusters Score -1140903 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1140938.375000 Penalty: 4282.948242
	Iteration 17Q: 3 clusters Score -1140938 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1140967.000000 Penalty: 4282.948242
	Iteration 18Q: 3 clusters Score -1140967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1140990.250000 Penalty: 4282.948242
	Iteration 19Q: 3 clusters Score -1140990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1141018.875000 Penalty: 4282.948242
	Iteration 20F: 3 clusters Score -1141019 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1141051.500000 Penalty: 4282.948242
	Iteration 21Q: 3 clusters Score -1141052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1141091.125000 Penalty: 4282.948242
	Iteration 22Q: 3 clusters Score -1141091 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1141136.250000 Penalty: 4282.948242
	Iteration 23Q: 3 clusters Score -1141136 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1141185.875000 Penalty: 4282.948242
	Iteration 24Q: 3 clusters Score -1141186 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1141238.625000 Penalty: 4282.948242
	Iteration 25Q: 3 clusters Score -1141239 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1141298.125000 Penalty: 4282.948242
	Iteration 26Q: 3 clusters Score -1141298 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1141348.375000 Penalty: 4282.948242
	Iteration 27Q: 3 clusters Score -1141348 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1141387.875000 Penalty: 4282.948242
	Iteration 28Q: 3 clusters Score -1141388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1141420.625000 Penalty: 4282.948242
	Iteration 29Q: 3 clusters Score -1141421 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1141462.625000 Penalty: 4282.948242
	Iteration 30Q: 3 clusters Score -1141463 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1141508.500000 Penalty: 4282.948242
	Iteration 31Q: 3 clusters Score -1141508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1141548.875000 Penalty: 4282.948242
	Iteration 32Q: 3 clusters Score -1141549 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1141575.000000 Penalty: 4282.948242
	Iteration 33Q: 3 clusters Score -1141575 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1141599.750000 Penalty: 4282.948242
	Iteration 34Q: 3 clusters Score -1141600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1141611.375000 Penalty: 4282.948242
	Iteration 35Q: 3 clusters Score -1141611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1141626.125000 Penalty: 4282.948242
	Iteration 36Q: 3 clusters Score -1141626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1141638.125000 Penalty: 4282.948242
	Iteration 37Q: 3 clusters Score -1141638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1141657.625000 Penalty: 4282.948242
	Iteration 38Q: 3 clusters Score -1141658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1141666.375000 Penalty: 4282.948242
	Iteration 39Q: 3 clusters Score -1141666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1141674.250000 Penalty: 4282.948242
	Iteration 40F: 3 clusters Score -1141674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1141685.250000 Penalty: 4282.948242
	Iteration 41Q: 3 clusters Score -1141685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1141694.250000 Penalty: 4282.948242
	Iteration 42Q: 3 clusters Score -1141694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1141698.750000 Penalty: 4282.948242
	Iteration 43Q: 3 clusters Score -1141699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1141704.375000 Penalty: 4282.948242
	Iteration 44Q: 3 clusters Score -1141704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1141707.125000 Penalty: 4282.948242
	Iteration 45Q: 3 clusters Score -1141707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1141716.375000 Penalty: 4282.948242
	Iteration 46Q: 3 clusters Score -1141716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1141725.000000 Penalty: 4282.948242
	Iteration 47Q: 3 clusters Score -1141725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1141730.000000 Penalty: 4282.948242
	Iteration 48Q: 3 clusters Score -1141730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1141736.750000 Penalty: 4282.948242
	Iteration 49Q: 3 clusters Score -1141737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1141743.375000 Penalty: 4282.948242
	Iteration 50Q: 3 clusters Score -1141743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1141751.875000 Penalty: 4282.948242
	Iteration 51Q: 3 clusters Score -1141752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1141758.250000 Penalty: 4282.948242
	Iteration 52Q: 3 clusters Score -1141758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1141769.125000 Penalty: 4282.948242
	Iteration 53Q: 3 clusters Score -1141769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1141777.125000 Penalty: 4282.948242
	Iteration 54Q: 3 clusters Score -1141777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1141782.375000 Penalty: 4282.948242
	Iteration 55Q: 3 clusters Score -1141782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1141786.500000 Penalty: 4282.948242
	Iteration 56Q: 3 clusters Score -1141786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1141792.500000 Penalty: 4282.948242
	Iteration 57Q: 3 clusters Score -1141792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1141791.000000 Penalty: 4282.948242
	Iteration 58Q: 3 clusters Score -1141791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1141796.250000 Penalty: 4282.948242
	Iteration 59Q: 3 clusters Score -1141796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1141800.250000 Penalty: 4282.948242
	Iteration 60F: 3 clusters Score -1141800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1141800.500000 Penalty: 4282.948242
	Iteration 61Q: 3 clusters Score -1141800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1141802.000000 Penalty: 4282.948242
	Iteration 62Q: 3 clusters Score -1141802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1141799.875000 Penalty: 4282.948242
	Iteration 63Q: 3 clusters Score -1141800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1141802.875000 Penalty: 4282.948242
	Iteration 64Q: 3 clusters Score -1141803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1141804.500000 Penalty: 4282.948242
	Iteration 65Q: 3 clusters Score -1141804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1141804.750000 Penalty: 4282.948242
	Iteration 66Q: 3 clusters Score -1141805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1141808.000000 Penalty: 4282.948242
	Iteration 67Q: 3 clusters Score -1141808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1141809.250000 Penalty: 4282.948242
	Iteration 68Q: 3 clusters Score -1141809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1141808.625000 Penalty: 4282.948242
	Iteration 69Q: 3 clusters Score -1141809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1141808.875000 Penalty: 4282.948242
	Iteration 70Q: 3 clusters Score -1141809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1141812.750000 Penalty: 4282.948242
	Iteration 71Q: 3 clusters Score -1141813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1141813.375000 Penalty: 4282.948242
	Iteration 72Q: 3 clusters Score -1141813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1141815.625000 Penalty: 4282.948242
	Iteration 73Q: 3 clusters Score -1141816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1141817.000000 Penalty: 4282.948242
	Iteration 74Q: 3 clusters Score -1141817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1141817.250000 Penalty: 4282.948242
	Iteration 75Q: 3 clusters Score -1141817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1141818.750000 Penalty: 4282.948242
	Iteration 76Q: 3 clusters Score -1141819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1141819.875000 Penalty: 4282.948242
	Iteration 77Q: 3 clusters Score -1141820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1141820.875000 Penalty: 4282.948242
	Iteration 78Q: 3 clusters Score -1141821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1141819.250000 Penalty: 4282.948242
	Iteration 79Q: 3 clusters Score -1141819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1141821.000000 Penalty: 4282.948242
	Iteration 80F: 3 clusters Score -1141821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1141821.125000 Penalty: 4282.948242
	Iteration 81Q: 3 clusters Score -1141821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1141820.000000 Penalty: 4282.948242
	Iteration 82Q: 3 clusters Score -1141820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1141820.125000 Penalty: 4282.948242
	Iteration 83Q: 3 clusters Score -1141820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1141822.125000 Penalty: 4282.948242
	Iteration 84Q: 3 clusters Score -1141822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1141822.125000 Penalty: 4282.948242
	Iteration 85F: 3 clusters Score -1141822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Entering Unmasked Estep 
Score: -8917091.000000 Penalty: 2660.183105
	Iteration 0F: 2 clusters Score -8917091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -8897806.000000 Penalty: 5320.366211
	Iteration 0F: 3 clusters Score -8897806 nChanged 20799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -8909490.000000 Penalty: 5320.366211
	Iteration 1F: 3 clusters Score -8909490 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -8910263.000000 Penalty: 5320.366211
	Iteration 2Q: 3 clusters Score -8910263 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -8911151 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -8912003 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -8912749.000000 Penalty: 5320.366211
	Iteration 5F: 3 clusters Score -8912749 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8913605 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -8914402.000000 Penalty: 5320.366211
	Iteration 7F: 3 clusters Score -8914402 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -8915289.000000 Penalty: 5320.366211
	Iteration 8F: 3 clusters Score -8915289 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8915990 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8916486 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -8916790.000000 Penalty: 5320.366211
	Iteration 11Q: 3 clusters Score -8916790 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -8916933.000000 Penalty: 5320.366211
	Iteration 12Q: 3 clusters Score -8916933 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -8917062.000000 Penalty: 5320.366211
	Iteration 13Q: 3 clusters Score -8917062 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -8917081.000000 Penalty: 5320.366211
	Iteration 14Q: 3 clusters Score -8917081 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -8917175.000000 Penalty: 5320.366211
	Iteration 15Q: 3 clusters Score -8917175 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8917263 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -8917344.000000 Penalty: 5320.366211
	Iteration 17Q: 3 clusters Score -8917344 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -8917407.000000 Penalty: 5320.366211
	Iteration 18Q: 3 clusters Score -8917407 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -8917464.000000 Penalty: 5320.366211
	Iteration 19Q: 3 clusters Score -8917464 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -8917543.000000 Penalty: 5320.366211
	Iteration 20F: 3 clusters Score -8917543 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8917565 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -8917626.000000 Penalty: 5320.366211
	Iteration 22Q: 3 clusters Score -8917626 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -8917674.000000 Penalty: 5320.366211
	Iteration 23Q: 3 clusters Score -8917674 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -8917715.000000 Penalty: 5320.366211
	Iteration 24Q: 3 clusters Score -8917715 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -8917773.000000 Penalty: 5320.366211
	Iteration 25Q: 3 clusters Score -8917773 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -8917836.000000 Penalty: 5320.366211
	Iteration 26Q: 3 clusters Score -8917836 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8917890 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -8917938.000000 Penalty: 5320.366211
	Iteration 28Q: 3 clusters Score -8917938 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -8918009.000000 Penalty: 5320.366211
	Iteration 29Q: 3 clusters Score -8918009 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8918038 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -8918078.000000 Penalty: 5320.366211
	Iteration 31Q: 3 clusters Score -8918078 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -8918098.000000 Penalty: 5320.366211
	Iteration 32Q: 3 clusters Score -8918098 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -8918121.000000 Penalty: 5320.366211
	Iteration 33Q: 3 clusters Score -8918121 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8918121 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -8918133.000000 Penalty: 5320.366211
	Iteration 35Q: 3 clusters Score -8918133 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -8918160.000000 Penalty: 5320.366211
	Iteration 36Q: 3 clusters Score -8918160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -8918188.000000 Penalty: 5320.366211
	Iteration 37Q: 3 clusters Score -8918188 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -8918232.000000 Penalty: 5320.366211
	Iteration 38Q: 3 clusters Score -8918232 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -8918244.000000 Penalty: 5320.366211
	Iteration 39Q: 3 clusters Score -8918244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -8918254.000000 Penalty: 5320.366211
	Iteration 40F: 3 clusters Score -8918254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -8918285.000000 Penalty: 5320.366211
	Iteration 41Q: 3 clusters Score -8918285 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -8918300.000000 Penalty: 5320.366211
	Iteration 42Q: 3 clusters Score -8918300 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -8918314.000000 Penalty: 5320.366211
	Iteration 43Q: 3 clusters Score -8918314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -8918334.000000 Penalty: 5320.366211
	Iteration 44Q: 3 clusters Score -8918334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -8918315.000000 Penalty: 5320.366211
	Iteration 45Q: 3 clusters Score -8918315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -8918328.000000 Penalty: 5320.366211
	Iteration 46Q: 3 clusters Score -8918328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -8918325.000000 Penalty: 5320.366211
	Iteration 47Q: 3 clusters Score -8918325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -8918337.000000 Penalty: 5320.366211
	Iteration 48Q: 3 clusters Score -8918337 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -8918327.000000 Penalty: 5320.366211
	Iteration 49Q: 3 clusters Score -8918327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -8918336.000000 Penalty: 5320.366211
	Iteration 50Q: 3 clusters Score -8918336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -8918340.000000 Penalty: 5320.366211
	Iteration 51Q: 3 clusters Score -8918340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -8918341.000000 Penalty: 5320.366211
	Iteration 52Q: 3 clusters Score -8918341 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -8918362.000000 Penalty: 5320.366211
	Iteration 53Q: 3 clusters Score -8918362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -8918373.000000 Penalty: 5320.366211
	Iteration 54Q: 3 clusters Score -8918373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -8918379.000000 Penalty: 5320.366211
	Iteration 55Q: 3 clusters Score -8918379 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -8918392.000000 Penalty: 5320.366211
	Iteration 56Q: 3 clusters Score -8918392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -8918403.000000 Penalty: 5320.366211
	Iteration 57Q: 3 clusters Score -8918403 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -8918442.000000 Penalty: 5320.366211
	Iteration 58Q: 3 clusters Score -8918442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -8918454.000000 Penalty: 5320.366211
	Iteration 59Q: 3 clusters Score -8918454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -8918478.000000 Penalty: 5320.366211
	Iteration 60F: 3 clusters Score -8918478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -8918484.000000 Penalty: 5320.366211
	Iteration 61Q: 3 clusters Score -8918484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -8918489.000000 Penalty: 5320.366211
	Iteration 62Q: 3 clusters Score -8918489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -8918513.000000 Penalty: 5320.366211
	Iteration 63Q: 3 clusters Score -8918513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -8918525.000000 Penalty: 5320.366211
	Iteration 64Q: 3 clusters Score -8918525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -8918529.000000 Penalty: 5320.366211
	Iteration 65Q: 3 clusters Score -8918529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -8918548.000000 Penalty: 5320.366211
	Iteration 66Q: 3 clusters Score -8918548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -8918565.000000 Penalty: 5320.366211
	Iteration 67Q: 3 clusters Score -8918565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -8918578.000000 Penalty: 5320.366211
	Iteration 68Q: 3 clusters Score -8918578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -8918575.000000 Penalty: 5320.366211
	Iteration 69Q: 3 clusters Score -8918575 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -8918577.000000 Penalty: 5320.366211
	Iteration 70Q: 3 clusters Score -8918577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -8918581.000000 Penalty: 5320.366211
	Iteration 71Q: 3 clusters Score -8918581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -8918573.000000 Penalty: 5320.366211
	Iteration 72Q: 3 clusters Score -8918573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -8918570.000000 Penalty: 5320.366211
	Iteration 73Q: 3 clusters Score -8918570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -8918560.000000 Penalty: 5320.366211
	Iteration 74Q: 3 clusters Score -8918560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -8918559.000000 Penalty: 5320.366211
	Iteration 75Q: 3 clusters Score -8918559 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -8918580.000000 Penalty: 5320.366211
	Iteration 76Q: 3 clusters Score -8918580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -8918596.000000 Penalty: 5320.366211
	Iteration 77Q: 3 clusters Score -8918596 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -8918587.000000 Penalty: 5320.366211
	Iteration 78Q: 3 clusters Score -8918587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -8918582.000000 Penalty: 5320.366211
	Iteration 79Q: 3 clusters Score -8918582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -8918584.000000 Penalty: 5320.366211
	Iteration 80F: 3 clusters Score -8918584 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -8918579.000000 Penalty: 5320.366211
	Iteration 81Q: 3 clusters Score -8918579 nChanged 14
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Entering Unmasked Estep 
Score: -8918589.000000 Penalty: 5320.366211
	Iteration 82Q: 3 clusters Score -8918589 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18280 members 
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Entering Unmasked Estep 
Score: -8918598.000000 Penalty: 5320.366211
	Iteration 83Q: 3 clusters Score -8918598 nChanged 22
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Mstep: Class 1 contains 18282 members 
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Entering Unmasked Estep 
Score: -8918607.000000 Penalty: 5320.366211
	Iteration 84Q: 3 clusters Score -8918607 nChanged 21
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Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -8918596.000000 Penalty: 5320.366211
	Iteration 85Q: 3 clusters Score -8918596 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -8918618.000000 Penalty: 5320.366211
	Iteration 86Q: 3 clusters Score -8918618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -8918619.000000 Penalty: 5320.366211
	Iteration 87Q: 3 clusters Score -8918619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -8918633.000000 Penalty: 5320.366211
	Iteration 88Q: 3 clusters Score -8918633 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -8918623.000000 Penalty: 5320.366211
	Iteration 89Q: 3 clusters Score -8918623 nChanged 21
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Mstep: Class 1 contains 18322 members 
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Entering Unmasked Estep 
Score: -8918610.000000 Penalty: 5320.366211
	Iteration 90Q: 3 clusters Score -8918610 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18319 members 
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Entering Unmasked Estep 
Score: -8918631.000000 Penalty: 5320.366211
	Iteration 91Q: 3 clusters Score -8918631 nChanged 19
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Entering Unmasked Estep 
Score: -8918635.000000 Penalty: 5320.366211
	Iteration 92Q: 3 clusters Score -8918635 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18330 members 
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Entering Unmasked Estep 
Score: -8918627.000000 Penalty: 5320.366211
	Iteration 93Q: 3 clusters Score -8918627 nChanged 12
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Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8918635 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18331 members 
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Entering Unmasked Estep 
Score: -8918643.000000 Penalty: 5320.366211
	Iteration 95Q: 3 clusters Score -8918643 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -8918644.000000 Penalty: 5320.366211
	Iteration 96Q: 3 clusters Score -8918644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -8918650.000000 Penalty: 5320.366211
	Iteration 97Q: 3 clusters Score -8918650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -8918645.000000 Penalty: 5320.366211
	Iteration 98Q: 3 clusters Score -8918645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -8918642.000000 Penalty: 5320.366211
	Iteration 99Q: 3 clusters Score -8918642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -8918647.000000 Penalty: 5320.366211
	Iteration 100F: 3 clusters Score -8918647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -8918660.000000 Penalty: 5320.366211
	Iteration 101Q: 3 clusters Score -8918660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -8918659.000000 Penalty: 5320.366211
	Iteration 102Q: 3 clusters Score -8918659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -8918655.000000 Penalty: 5320.366211
	Iteration 103Q: 3 clusters Score -8918655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -8918653.000000 Penalty: 5320.366211
	Iteration 104Q: 3 clusters Score -8918653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -8918656.000000 Penalty: 5320.366211
	Iteration 105Q: 3 clusters Score -8918656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -8918656.000000 Penalty: 5320.366211
	Iteration 106F: 3 clusters Score -8918656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 24658 members 
Mstep: Class 3 contains 1205 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 4984 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 18341 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14569 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 10158 members 
Mstep: Class 19 contains 42000 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4923 members 
Mstep: Class 27 contains 29913 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14860 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 20986 members 
Mstep: Class 33 contains 2649 members 
Mstep: Class 34 contains 12197 members 
Mstep: Class 35 contains 25593 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 33043 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14683 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2417 members 
Mstep: Class 49 contains 39892 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 755 members 
Mstep: Class 52 contains 15941 members 
Mstep: Class 53 contains 2384 members 
Mstep: Class 54 contains 27208 members 
Entering Unmasked Estep 
Score: -84233736.000000 Penalty: 173864.515625
Splitting cluster 13 changes total score from -84233704.000000 to -84233736.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 14 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -37216.039062 Penalty: 1444.848022
	Iteration 0F: 2 clusters Score -37216.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36076.523438 Penalty: 2889.696045
	Iteration 0F: 3 clusters Score -36076.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36386.851562 Penalty: 2889.696045
	Iteration 1F: 3 clusters Score -36386.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36543.347656 Penalty: 2889.696045
	Iteration 2F: 3 clusters Score -36543.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36584.613281 Penalty: 2889.696045
	Iteration 3Q: 3 clusters Score -36584.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36617.390625 Penalty: 2889.696045
	Iteration 4Q: 3 clusters Score -36617.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36638.851562 Penalty: 2889.696045
	Iteration 5Q: 3 clusters Score -36638.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36649.109375 Penalty: 2889.696045
	Iteration 6Q: 3 clusters Score -36649.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36658.679688 Penalty: 2889.696045
	Iteration 7Q: 3 clusters Score -36658.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36666.023438 Penalty: 2889.696045
	Iteration 8Q: 3 clusters Score -36666.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36666.750000 Penalty: 2889.696045
	Iteration 9Q: 3 clusters Score -36666.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36674.777344 Penalty: 2889.696045
	Iteration 10Q: 3 clusters Score -36674.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36693.808594 Penalty: 2889.696045
	Iteration 11Q: 3 clusters Score -36693.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36767.871094 Penalty: 2889.696045
	Iteration 12Q: 3 clusters Score -36767.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36794.402344 Penalty: 2889.696045
	Iteration 13Q: 3 clusters Score -36794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36800.027344 Penalty: 2889.696045
	Iteration 14Q: 3 clusters Score -36800.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36807.550781 Penalty: 2889.696045
	Iteration 15Q: 3 clusters Score -36807.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36824.765625 Penalty: 2889.696045
	Iteration 16Q: 3 clusters Score -36824.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36880.324219 Penalty: 2889.696045
	Iteration 17Q: 3 clusters Score -36880.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36958.218750 Penalty: 2889.696045
	Iteration 18Q: 3 clusters Score -36958.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37038.480469 Penalty: 2889.696045
	Iteration 19Q: 3 clusters Score -37038.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37089.003906 Penalty: 2889.696045
	Iteration 20F: 3 clusters Score -37089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37204.214844 Penalty: 2889.696045
	Iteration 21Q: 3 clusters Score -37204.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37253.433594 Penalty: 2889.696045
	Iteration 22Q: 3 clusters Score -37253.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37257.988281 Penalty: 2889.696045
	Iteration 23Q: 3 clusters Score -37257.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37257.988281 Penalty: 2889.696045
	Iteration 24F: 3 clusters Score -37257.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 24658 members 
Mstep: Class 3 contains 1205 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 4984 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 18341 members 
Mstep: Class 14 contains 136 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14569 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 10158 members 
Mstep: Class 19 contains 42000 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4923 members 
Mstep: Class 27 contains 29913 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14860 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 20986 members 
Mstep: Class 33 contains 2649 members 
Mstep: Class 34 contains 12197 members 
Mstep: Class 35 contains 25593 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 33043 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14683 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2417 members 
Mstep: Class 49 contains 39892 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 755 members 
Mstep: Class 52 contains 15941 members 
Mstep: Class 53 contains 2384 members 
Mstep: Class 54 contains 27208 members 
Mstep: Class 55 contains 203 members 
Entering Unmasked Estep 
Score: -84231992.000000 Penalty: 177084.234375
Splitting cluster 14 changes total score from -84233704.000000 to -84231992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -61986.804688 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -61986.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60692.367188 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -60692.37 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60904.539062 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -60904.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60973.085938 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -60973.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61027.671875 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -61027.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61120.062500 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -61120.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61174.117188 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -61174.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61202.457031 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -61202.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61208.289062 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -61208.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61210.984375 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -61210.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61216.726562 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -61216.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61221.984375 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -61221.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61226.648438 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -61226.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61231.074219 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -61231.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61231.074219 Penalty: 2993.598877
	Iteration 13F: 3 clusters Score -61231.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Entering Unmasked Estep 
Score: -3142632.000000 Penalty: 2377.489502
	Iteration 0F: 2 clusters Score -3142632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -3132535.000000 Penalty: 4754.979004
	Iteration 0F: 3 clusters Score -3132535 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3135833.000000 Penalty: 4754.979004
	Iteration 1F: 3 clusters Score -3135833 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3136193.750000 Penalty: 4754.979004
	Iteration 2F: 3 clusters Score -3136194 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3136451.000000 Penalty: 4754.979004
	Iteration 3Q: 3 clusters Score -3136451 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3136714.750000 Penalty: 4754.979004
	Iteration 4Q: 3 clusters Score -3136715 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3136949.500000 Penalty: 4754.979004
	Iteration 5Q: 3 clusters Score -3136950 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3137191.250000 Penalty: 4754.979004
	Iteration 6Q: 3 clusters Score -3137191 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3137481.250000 Penalty: 4754.979004
	Iteration 7Q: 3 clusters Score -3137481 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3137775.750000 Penalty: 4754.979004
	Iteration 8Q: 3 clusters Score -3137776 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -3138082.250000 Penalty: 4754.979004
	Iteration 9Q: 3 clusters Score -3138082 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3138568.750000 Penalty: 4754.979004
	Iteration 10Q: 3 clusters Score -3138569 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -3139054.750000 Penalty: 4754.979004
	Iteration 11Q: 3 clusters Score -3139055 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3139505.500000 Penalty: 4754.979004
	Iteration 12Q: 3 clusters Score -3139506 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3139819.250000 Penalty: 4754.979004
	Iteration 13Q: 3 clusters Score -3139819 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3140015.250000 Penalty: 4754.979004
	Iteration 14Q: 3 clusters Score -3140015 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3140153.000000 Penalty: 4754.979004
	Iteration 15Q: 3 clusters Score -3140153 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3140272.750000 Penalty: 4754.979004
	Iteration 16Q: 3 clusters Score -3140273 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3140368.000000 Penalty: 4754.979004
	Iteration 17Q: 3 clusters Score -3140368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3140418.000000 Penalty: 4754.979004
	Iteration 18Q: 3 clusters Score -3140418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3140443.750000 Penalty: 4754.979004
	Iteration 19Q: 3 clusters Score -3140444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3140471.750000 Penalty: 4754.979004
	Iteration 20F: 3 clusters Score -3140472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3140496.000000 Penalty: 4754.979004
	Iteration 21Q: 3 clusters Score -3140496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3140507.250000 Penalty: 4754.979004
	Iteration 22Q: 3 clusters Score -3140507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3140524.500000 Penalty: 4754.979004
	Iteration 23Q: 3 clusters Score -3140524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3140532.250000 Penalty: 4754.979004
	Iteration 24Q: 3 clusters Score -3140532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3140539.000000 Penalty: 4754.979004
	Iteration 25Q: 3 clusters Score -3140539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3140539.000000 Penalty: 4754.979004
	Iteration 26Q: 3 clusters Score -3140539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3140544.000000 Penalty: 4754.979004
	Iteration 27Q: 3 clusters Score -3140544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3140544.000000 Penalty: 4754.979004
	Iteration 28Q: 3 clusters Score -3140544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3140552.000000 Penalty: 4754.979004
	Iteration 29Q: 3 clusters Score -3140552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3140555.750000 Penalty: 4754.979004
	Iteration 30Q: 3 clusters Score -3140556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3140562.000000 Penalty: 4754.979004
	Iteration 31Q: 3 clusters Score -3140562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3140564.500000 Penalty: 4754.979004
	Iteration 32Q: 3 clusters Score -3140564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3140566.500000 Penalty: 4754.979004
	Iteration 33Q: 3 clusters Score -3140566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3140571.000000 Penalty: 4754.979004
	Iteration 34Q: 3 clusters Score -3140571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3140574.750000 Penalty: 4754.979004
	Iteration 35Q: 3 clusters Score -3140575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3140578.250000 Penalty: 4754.979004
	Iteration 36Q: 3 clusters Score -3140578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -3140578.000000 Penalty: 4754.979004
	Iteration 37Q: 3 clusters Score -3140578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3140578.000000 Penalty: 4754.979004
	Iteration 38Q: 3 clusters Score -3140578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3140578.000000 Penalty: 4754.979004
	Iteration 39F: 3 clusters Score -3140578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -133410.390625 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -133410.4 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 363 members 
Entering Unmasked Estep 
Score: -131695.265625 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -131695.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -132062.656250 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -132062.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -132212.906250 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -132212.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -132254.390625 Penalty: 3283.556396
	Iteration 3Q: 3 clusters Score -132254.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -132289.828125 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -132289.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -132317.796875 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -132317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -132331.062500 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -132331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -132340.359375 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -132340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -132343.656250 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -132343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -132344.828125 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -132344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -132346.046875 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -132346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -132346.468750 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -132346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -132349.046875 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -132349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -132354.500000 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -132354.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -132365.453125 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -132365.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -132372.437500 Penalty: 3283.556396
	Iteration 15Q: 3 clusters Score -132372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -132381.578125 Penalty: 3283.556396
	Iteration 16Q: 3 clusters Score -132381.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -132388.968750 Penalty: 3283.556396
	Iteration 17Q: 3 clusters Score -132389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -132388.968750 Penalty: 3283.556396
	Iteration 18F: 3 clusters Score -132389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Entering Unmasked Estep 
Score: -2087747.875000 Penalty: 2288.052246
	Iteration 0F: 2 clusters Score -2087748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2080016.125000 Penalty: 4576.104492
	Iteration 0F: 3 clusters Score -2080016 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2082315.000000 Penalty: 4576.104492
	Iteration 1F: 3 clusters Score -2082315 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2082651.250000 Penalty: 4576.104492
	Iteration 2F: 3 clusters Score -2082651 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2082907.000000 Penalty: 4576.104492
	Iteration 3F: 3 clusters Score -2082907 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2083120.750000 Penalty: 4576.104492
	Iteration 4Q: 3 clusters Score -2083121 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2083293.750000 Penalty: 4576.104492
	Iteration 5Q: 3 clusters Score -2083294 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2083448.000000 Penalty: 4576.104492
	Iteration 6Q: 3 clusters Score -2083448 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2083624.875000 Penalty: 4576.104492
	Iteration 7Q: 3 clusters Score -2083625 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2083798.500000 Penalty: 4576.104492
	Iteration 8Q: 3 clusters Score -2083798 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2083982.875000 Penalty: 4576.104492
	Iteration 9Q: 3 clusters Score -2083983 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2084156.875000 Penalty: 4576.104492
	Iteration 10Q: 3 clusters Score -2084157 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2084322.250000 Penalty: 4576.104492
	Iteration 11Q: 3 clusters Score -2084322 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2084459.000000 Penalty: 4576.104492
	Iteration 12Q: 3 clusters Score -2084459 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2084589.750000 Penalty: 4576.104492
	Iteration 13Q: 3 clusters Score -2084590 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2084672.375000 Penalty: 4576.104492
	Iteration 14Q: 3 clusters Score -2084672 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2084753.875000 Penalty: 4576.104492
	Iteration 15Q: 3 clusters Score -2084754 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2084807.500000 Penalty: 4576.104492
	Iteration 16Q: 3 clusters Score -2084808 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2084838.750000 Penalty: 4576.104492
	Iteration 17Q: 3 clusters Score -2084839 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2084866.375000 Penalty: 4576.104492
	Iteration 18Q: 3 clusters Score -2084866 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2084896.625000 Penalty: 4576.104492
	Iteration 19Q: 3 clusters Score -2084897 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2084933.000000 Penalty: 4576.104492
	Iteration 20F: 3 clusters Score -2084933 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2084953.500000 Penalty: 4576.104492
	Iteration 21Q: 3 clusters Score -2084954 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2084976.875000 Penalty: 4576.104492
	Iteration 22Q: 3 clusters Score -2084977 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2084991.125000 Penalty: 4576.104492
	Iteration 23Q: 3 clusters Score -2084991 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2085003.375000 Penalty: 4576.104492
	Iteration 24Q: 3 clusters Score -2085003 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2085025.375000 Penalty: 4576.104492
	Iteration 25Q: 3 clusters Score -2085025 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2085039.500000 Penalty: 4576.104492
	Iteration 26Q: 3 clusters Score -2085040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2085051.750000 Penalty: 4576.104492
	Iteration 27Q: 3 clusters Score -2085052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2085081.625000 Penalty: 4576.104492
	Iteration 28Q: 3 clusters Score -2085082 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2085095.000000 Penalty: 4576.104492
	Iteration 29Q: 3 clusters Score -2085095 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2085108.625000 Penalty: 4576.104492
	Iteration 30Q: 3 clusters Score -2085109 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2085130.375000 Penalty: 4576.104492
	Iteration 31Q: 3 clusters Score -2085130 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2085147.875000 Penalty: 4576.104492
	Iteration 32Q: 3 clusters Score -2085148 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2085178.250000 Penalty: 4576.104492
	Iteration 33Q: 3 clusters Score -2085178 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2085198.375000 Penalty: 4576.104492
	Iteration 34Q: 3 clusters Score -2085198 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2085219.625000 Penalty: 4576.104492
	Iteration 35Q: 3 clusters Score -2085220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2085241.875000 Penalty: 4576.104492
	Iteration 36Q: 3 clusters Score -2085242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2085255.750000 Penalty: 4576.104492
	Iteration 37Q: 3 clusters Score -2085256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2085277.375000 Penalty: 4576.104492
	Iteration 38Q: 3 clusters Score -2085277 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2085286.375000 Penalty: 4576.104492
	Iteration 39Q: 3 clusters Score -2085286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2085307.250000 Penalty: 4576.104492
	Iteration 40F: 3 clusters Score -2085307 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2085321.500000 Penalty: 4576.104492
	Iteration 41Q: 3 clusters Score -2085322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2085340.125000 Penalty: 4576.104492
	Iteration 42Q: 3 clusters Score -2085340 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2085358.500000 Penalty: 4576.104492
	Iteration 43Q: 3 clusters Score -2085358 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2085383.000000 Penalty: 4576.104492
	Iteration 44Q: 3 clusters Score -2085383 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2085399.875000 Penalty: 4576.104492
	Iteration 45Q: 3 clusters Score -2085400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2085425.500000 Penalty: 4576.104492
	Iteration 46Q: 3 clusters Score -2085426 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2085450.500000 Penalty: 4576.104492
	Iteration 47Q: 3 clusters Score -2085450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2085469.500000 Penalty: 4576.104492
	Iteration 48Q: 3 clusters Score -2085470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2085487.500000 Penalty: 4576.104492
	Iteration 49Q: 3 clusters Score -2085488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2085515.000000 Penalty: 4576.104492
	Iteration 50Q: 3 clusters Score -2085515 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2085547.250000 Penalty: 4576.104492
	Iteration 51Q: 3 clusters Score -2085547 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2085582.500000 Penalty: 4576.104492
	Iteration 52Q: 3 clusters Score -2085582 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2085614.000000 Penalty: 4576.104492
	Iteration 53Q: 3 clusters Score -2085614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2085624.125000 Penalty: 4576.104492
	Iteration 54Q: 3 clusters Score -2085624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2085641.875000 Penalty: 4576.104492
	Iteration 55Q: 3 clusters Score -2085642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2085661.375000 Penalty: 4576.104492
	Iteration 56Q: 3 clusters Score -2085661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2085666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2085678.750000 Penalty: 4576.104492
	Iteration 58Q: 3 clusters Score -2085679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2085689.375000 Penalty: 4576.104492
	Iteration 59Q: 3 clusters Score -2085689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2085699.000000 Penalty: 4576.104492
	Iteration 60F: 3 clusters Score -2085699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2085711.625000 Penalty: 4576.104492
	Iteration 61Q: 3 clusters Score -2085712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2085720.250000 Penalty: 4576.104492
	Iteration 62Q: 3 clusters Score -2085720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2085734.125000 Penalty: 4576.104492
	Iteration 63Q: 3 clusters Score -2085734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2085757.875000 Penalty: 4576.104492
	Iteration 64Q: 3 clusters Score -2085758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2085777.500000 Penalty: 4576.104492
	Iteration 65Q: 3 clusters Score -2085778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2085798.875000 Penalty: 4576.104492
	Iteration 66Q: 3 clusters Score -2085799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2085812.875000 Penalty: 4576.104492
	Iteration 67Q: 3 clusters Score -2085813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2085825.250000 Penalty: 4576.104492
	Iteration 68Q: 3 clusters Score -2085825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2085836.750000 Penalty: 4576.104492
	Iteration 69Q: 3 clusters Score -2085837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2085851.500000 Penalty: 4576.104492
	Iteration 70Q: 3 clusters Score -2085852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2085860.875000 Penalty: 4576.104492
	Iteration 71Q: 3 clusters Score -2085861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2085870.375000 Penalty: 4576.104492
	Iteration 72Q: 3 clusters Score -2085870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2085880.125000 Penalty: 4576.104492
	Iteration 73Q: 3 clusters Score -2085880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2085890.500000 Penalty: 4576.104492
	Iteration 74Q: 3 clusters Score -2085890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2085897.875000 Penalty: 4576.104492
	Iteration 75Q: 3 clusters Score -2085898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2085908.875000 Penalty: 4576.104492
	Iteration 76Q: 3 clusters Score -2085909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2085912.625000 Penalty: 4576.104492
	Iteration 77Q: 3 clusters Score -2085913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2085918.000000 Penalty: 4576.104492
	Iteration 78Q: 3 clusters Score -2085918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2085920.375000 Penalty: 4576.104492
	Iteration 79Q: 3 clusters Score -2085920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2085923.375000 Penalty: 4576.104492
	Iteration 80F: 3 clusters Score -2085923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2085927.250000 Penalty: 4576.104492
	Iteration 81Q: 3 clusters Score -2085927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2085926.500000 Penalty: 4576.104492
	Iteration 82Q: 3 clusters Score -2085926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2085929.500000 Penalty: 4576.104492
	Iteration 83Q: 3 clusters Score -2085930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2085936.375000 Penalty: 4576.104492
	Iteration 84Q: 3 clusters Score -2085936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2085944.750000 Penalty: 4576.104492
	Iteration 85Q: 3 clusters Score -2085945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2085948.750000 Penalty: 4576.104492
	Iteration 86Q: 3 clusters Score -2085949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2085950.750000 Penalty: 4576.104492
	Iteration 87Q: 3 clusters Score -2085951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2085959.875000 Penalty: 4576.104492
	Iteration 88Q: 3 clusters Score -2085960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2085969.250000 Penalty: 4576.104492
	Iteration 89Q: 3 clusters Score -2085969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2085975.000000 Penalty: 4576.104492
	Iteration 90Q: 3 clusters Score -2085975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2085979.500000 Penalty: 4576.104492
	Iteration 91Q: 3 clusters Score -2085980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2085979.125000 Penalty: 4576.104492
	Iteration 92Q: 3 clusters Score -2085979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2085983.875000 Penalty: 4576.104492
	Iteration 93Q: 3 clusters Score -2085984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2085986.125000 Penalty: 4576.104492
	Iteration 94Q: 3 clusters Score -2085986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2085986.750000 Penalty: 4576.104492
	Iteration 95Q: 3 clusters Score -2085987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2085992.125000 Penalty: 4576.104492
	Iteration 96Q: 3 clusters Score -2085992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2085992.750000 Penalty: 4576.104492
	Iteration 97Q: 3 clusters Score -2085993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2085991.250000 Penalty: 4576.104492
	Iteration 98Q: 3 clusters Score -2085991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2085994.125000 Penalty: 4576.104492
	Iteration 99Q: 3 clusters Score -2085994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2086000.500000 Penalty: 4576.104492
	Iteration 100F: 3 clusters Score -2086000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2086003.125000 Penalty: 4576.104492
	Iteration 101Q: 3 clusters Score -2086003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2086011.375000 Penalty: 4576.104492
	Iteration 102Q: 3 clusters Score -2086011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2086020.625000 Penalty: 4576.104492
	Iteration 103Q: 3 clusters Score -2086021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2086024.375000 Penalty: 4576.104492
	Iteration 104Q: 3 clusters Score -2086024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2086029.500000 Penalty: 4576.104492
	Iteration 105Q: 3 clusters Score -2086030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2086042.875000 Penalty: 4576.104492
	Iteration 106Q: 3 clusters Score -2086043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2086052.250000 Penalty: 4576.104492
	Iteration 107Q: 3 clusters Score -2086052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2086058.125000 Penalty: 4576.104492
	Iteration 108Q: 3 clusters Score -2086058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2086065.750000 Penalty: 4576.104492
	Iteration 109Q: 3 clusters Score -2086066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2086073.750000 Penalty: 4576.104492
	Iteration 110Q: 3 clusters Score -2086074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2086080.250000 Penalty: 4576.104492
	Iteration 111Q: 3 clusters Score -2086080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2086088.625000 Penalty: 4576.104492
	Iteration 112Q: 3 clusters Score -2086089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2086095.125000 Penalty: 4576.104492
	Iteration 113Q: 3 clusters Score -2086095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2086105.500000 Penalty: 4576.104492
	Iteration 114Q: 3 clusters Score -2086106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2086115.750000 Penalty: 4576.104492
	Iteration 115Q: 3 clusters Score -2086116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2086131.375000 Penalty: 4576.104492
	Iteration 116Q: 3 clusters Score -2086131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2086151.750000 Penalty: 4576.104492
	Iteration 117Q: 3 clusters Score -2086152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2086165.875000 Penalty: 4576.104492
	Iteration 118Q: 3 clusters Score -2086166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2086177.250000 Penalty: 4576.104492
	Iteration 119Q: 3 clusters Score -2086177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2086185.250000 Penalty: 4576.104492
	Iteration 120F: 3 clusters Score -2086185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2086191.250000 Penalty: 4576.104492
	Iteration 121Q: 3 clusters Score -2086191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2086196.500000 Penalty: 4576.104492
	Iteration 122Q: 3 clusters Score -2086196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2086202.750000 Penalty: 4576.104492
	Iteration 123Q: 3 clusters Score -2086203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2086212.875000 Penalty: 4576.104492
	Iteration 124Q: 3 clusters Score -2086213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2086215.375000 Penalty: 4576.104492
	Iteration 125Q: 3 clusters Score -2086215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2086214.625000 Penalty: 4576.104492
	Iteration 126Q: 3 clusters Score -2086215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2086218.375000 Penalty: 4576.104492
	Iteration 127Q: 3 clusters Score -2086218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2086221.250000 Penalty: 4576.104492
	Iteration 128Q: 3 clusters Score -2086221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2086228.250000 Penalty: 4576.104492
	Iteration 129Q: 3 clusters Score -2086228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2086234.000000 Penalty: 4576.104492
	Iteration 130Q: 3 clusters Score -2086234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2086236.750000 Penalty: 4576.104492
	Iteration 131Q: 3 clusters Score -2086237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2086237.375000 Penalty: 4576.104492
	Iteration 132Q: 3 clusters Score -2086237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2086237.375000 Penalty: 4576.104492
	Iteration 133F: 3 clusters Score -2086237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Entering Unmasked Estep 
Score: -7952787.000000 Penalty: 2640.065430
	Iteration 0F: 2 clusters Score -7952787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -7924451.000000 Penalty: 5280.130859
	Iteration 0F: 3 clusters Score -7924451 nChanged 19343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -7935021.500000 Penalty: 5280.130859
	Iteration 1F: 3 clusters Score -7935022 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -7935554.500000 Penalty: 5280.130859
	Iteration 2Q: 3 clusters Score -7935554 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -7936044.000000 Penalty: 5280.130859
	Iteration 3Q: 3 clusters Score -7936044 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -7936625.000000 Penalty: 5280.130859
	Iteration 4Q: 3 clusters Score -7936625 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -7937271.000000 Penalty: 5280.130859
	Iteration 5Q: 3 clusters Score -7937271 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -7938026.500000 Penalty: 5280.130859
	Iteration 6Q: 3 clusters Score -7938026 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -7938996.000000 Penalty: 5280.130859
	Iteration 7Q: 3 clusters Score -7938996 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -7940265.000000 Penalty: 5280.130859
	Iteration 8F: 3 clusters Score -7940265 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -7941854.500000 Penalty: 5280.130859
	Iteration 9F: 3 clusters Score -7941854 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -7943657.500000 Penalty: 5280.130859
	Iteration 10F: 3 clusters Score -7943658 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -7945403.500000 Penalty: 5280.130859
	Iteration 11F: 3 clusters Score -7945404 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -7946839.500000 Penalty: 5280.130859
	Iteration 12Q: 3 clusters Score -7946840 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -7947935.500000 Penalty: 5280.130859
	Iteration 13Q: 3 clusters Score -7947936 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -7948760.500000 Penalty: 5280.130859
	Iteration 14Q: 3 clusters Score -7948760 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -7949357.000000 Penalty: 5280.130859
	Iteration 15Q: 3 clusters Score -7949357 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -7949799.500000 Penalty: 5280.130859
	Iteration 16Q: 3 clusters Score -7949800 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -7950027.500000 Penalty: 5280.130859
	Iteration 17Q: 3 clusters Score -7950028 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -7950173.500000 Penalty: 5280.130859
	Iteration 18Q: 3 clusters Score -7950174 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -7950270.000000 Penalty: 5280.130859
	Iteration 19Q: 3 clusters Score -7950270 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -7950346.000000 Penalty: 5280.130859
	Iteration 20F: 3 clusters Score -7950346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -7950392.000000 Penalty: 5280.130859
	Iteration 21Q: 3 clusters Score -7950392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -7950431.000000 Penalty: 5280.130859
	Iteration 22Q: 3 clusters Score -7950431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -7950462.500000 Penalty: 5280.130859
	Iteration 23Q: 3 clusters Score -7950462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -7950504.500000 Penalty: 5280.130859
	Iteration 24Q: 3 clusters Score -7950504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -7950508.000000 Penalty: 5280.130859
	Iteration 25Q: 3 clusters Score -7950508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -7950510.000000 Penalty: 5280.130859
	Iteration 26Q: 3 clusters Score -7950510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -7950519.000000 Penalty: 5280.130859
	Iteration 27Q: 3 clusters Score -7950519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -7950516.000000 Penalty: 5280.130859
	Iteration 28Q: 3 clusters Score -7950516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -7950522.500000 Penalty: 5280.130859
	Iteration 29Q: 3 clusters Score -7950522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -7950522.000000 Penalty: 5280.130859
	Iteration 30Q: 3 clusters Score -7950522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -7950514.000000 Penalty: 5280.130859
	Iteration 31Q: 3 clusters Score -7950514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -7950514.000000 Penalty: 5280.130859
	Iteration 32F: 3 clusters Score -7950514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Entering Unmasked Estep 
Score: -1533965.500000 Penalty: 2236.666504
	Iteration 0F: 2 clusters Score -1533966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1527442.625000 Penalty: 4473.333008
	Iteration 0F: 3 clusters Score -1527443 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1529278.500000 Penalty: 4473.333008
	Iteration 1F: 3 clusters Score -1529278 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1529606.125000 Penalty: 4473.333008
	Iteration 2F: 3 clusters Score -1529606 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1529865.125000 Penalty: 4473.333008
	Iteration 3F: 3 clusters Score -1529865 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1530101.375000 Penalty: 4473.333008
	Iteration 4Q: 3 clusters Score -1530101 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1530311.625000 Penalty: 4473.333008
	Iteration 5Q: 3 clusters Score -1530312 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1530456.500000 Penalty: 4473.333008
	Iteration 6Q: 3 clusters Score -1530456 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1530561.625000 Penalty: 4473.333008
	Iteration 7Q: 3 clusters Score -1530562 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1530643.500000 Penalty: 4473.333008
	Iteration 8Q: 3 clusters Score -1530644 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1530713.750000 Penalty: 4473.333008
	Iteration 9Q: 3 clusters Score -1530714 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1530781.625000 Penalty: 4473.333008
	Iteration 10Q: 3 clusters Score -1530782 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1530847.125000 Penalty: 4473.333008
	Iteration 11Q: 3 clusters Score -1530847 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1530888.500000 Penalty: 4473.333008
	Iteration 12Q: 3 clusters Score -1530888 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1530919.250000 Penalty: 4473.333008
	Iteration 13Q: 3 clusters Score -1530919 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1530948.000000 Penalty: 4473.333008
	Iteration 14Q: 3 clusters Score -1530948 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1530970.250000 Penalty: 4473.333008
	Iteration 15Q: 3 clusters Score -1530970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1530992.000000 Penalty: 4473.333008
	Iteration 16Q: 3 clusters Score -1530992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1531001.000000 Penalty: 4473.333008
	Iteration 17Q: 3 clusters Score -1531001 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1531023.375000 Penalty: 4473.333008
	Iteration 18Q: 3 clusters Score -1531023 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1531034.875000 Penalty: 4473.333008
	Iteration 19Q: 3 clusters Score -1531035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1531044.500000 Penalty: 4473.333008
	Iteration 20F: 3 clusters Score -1531044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1531059.375000 Penalty: 4473.333008
	Iteration 21Q: 3 clusters Score -1531059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1531065.750000 Penalty: 4473.333008
	Iteration 22Q: 3 clusters Score -1531066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1531075.000000 Penalty: 4473.333008
	Iteration 23Q: 3 clusters Score -1531075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1531079.625000 Penalty: 4473.333008
	Iteration 24Q: 3 clusters Score -1531080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1531087.125000 Penalty: 4473.333008
	Iteration 25Q: 3 clusters Score -1531087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1531091.125000 Penalty: 4473.333008
	Iteration 26Q: 3 clusters Score -1531091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1531094.375000 Penalty: 4473.333008
	Iteration 27Q: 3 clusters Score -1531094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1531095.500000 Penalty: 4473.333008
	Iteration 28Q: 3 clusters Score -1531096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1531100.125000 Penalty: 4473.333008
	Iteration 29Q: 3 clusters Score -1531100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1531103.625000 Penalty: 4473.333008
	Iteration 30Q: 3 clusters Score -1531104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1531104.000000 Penalty: 4473.333008
	Iteration 31Q: 3 clusters Score -1531104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1531109.125000 Penalty: 4473.333008
	Iteration 32Q: 3 clusters Score -1531109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1531112.250000 Penalty: 4473.333008
	Iteration 33Q: 3 clusters Score -1531112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1531113.750000 Penalty: 4473.333008
	Iteration 34Q: 3 clusters Score -1531114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1531114.750000 Penalty: 4473.333008
	Iteration 35Q: 3 clusters Score -1531115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1531114.625000 Penalty: 4473.333008
	Iteration 36Q: 3 clusters Score -1531115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1531117.375000 Penalty: 4473.333008
	Iteration 37Q: 3 clusters Score -1531117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1531122.250000 Penalty: 4473.333008
	Iteration 38Q: 3 clusters Score -1531122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1531122.750000 Penalty: 4473.333008
	Iteration 39Q: 3 clusters Score -1531123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1531130.500000 Penalty: 4473.333008
	Iteration 40F: 3 clusters Score -1531130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1531133.875000 Penalty: 4473.333008
	Iteration 41Q: 3 clusters Score -1531134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1531138.250000 Penalty: 4473.333008
	Iteration 42Q: 3 clusters Score -1531138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1531142.625000 Penalty: 4473.333008
	Iteration 43Q: 3 clusters Score -1531143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1531140.875000 Penalty: 4473.333008
	Iteration 44Q: 3 clusters Score -1531141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1531139.250000 Penalty: 4473.333008
	Iteration 45Q: 3 clusters Score -1531139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1531142.250000 Penalty: 4473.333008
	Iteration 46Q: 3 clusters Score -1531142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1531141.000000 Penalty: 4473.333008
	Iteration 47Q: 3 clusters Score -1531141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1531145.500000 Penalty: 4473.333008
	Iteration 48Q: 3 clusters Score -1531146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1531142.000000 Penalty: 4473.333008
	Iteration 49Q: 3 clusters Score -1531142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1531144.250000 Penalty: 4473.333008
	Iteration 50Q: 3 clusters Score -1531144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1531146.125000 Penalty: 4473.333008
	Iteration 51Q: 3 clusters Score -1531146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1531144.375000 Penalty: 4473.333008
	Iteration 52Q: 3 clusters Score -1531144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1531146.125000 Penalty: 4473.333008
	Iteration 53Q: 3 clusters Score -1531146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1531145.500000 Penalty: 4473.333008
	Iteration 54Q: 3 clusters Score -1531146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1531148.125000 Penalty: 4473.333008
	Iteration 55Q: 3 clusters Score -1531148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1531149.250000 Penalty: 4473.333008
	Iteration 56Q: 3 clusters Score -1531149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1531151.875000 Penalty: 4473.333008
	Iteration 57Q: 3 clusters Score -1531152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1531153.500000 Penalty: 4473.333008
	Iteration 58Q: 3 clusters Score -1531154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1531152.375000 Penalty: 4473.333008
	Iteration 59Q: 3 clusters Score -1531152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1531152.875000 Penalty: 4473.333008
	Iteration 60F: 3 clusters Score -1531153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1531155.375000 Penalty: 4473.333008
	Iteration 61Q: 3 clusters Score -1531155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1531160.000000 Penalty: 4473.333008
	Iteration 62Q: 3 clusters Score -1531160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1531158.125000 Penalty: 4473.333008
	Iteration 63Q: 3 clusters Score -1531158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1531161.000000 Penalty: 4473.333008
	Iteration 64Q: 3 clusters Score -1531161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1531163.125000 Penalty: 4473.333008
	Iteration 65Q: 3 clusters Score -1531163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1531166.750000 Penalty: 4473.333008
	Iteration 66Q: 3 clusters Score -1531167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1531171.500000 Penalty: 4473.333008
	Iteration 67Q: 3 clusters Score -1531172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1531175.875000 Penalty: 4473.333008
	Iteration 68Q: 3 clusters Score -1531176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1531177.625000 Penalty: 4473.333008
	Iteration 69Q: 3 clusters Score -1531178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1531178.500000 Penalty: 4473.333008
	Iteration 70Q: 3 clusters Score -1531178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1531182.500000 Penalty: 4473.333008
	Iteration 71Q: 3 clusters Score -1531182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1531184.250000 Penalty: 4473.333008
	Iteration 72Q: 3 clusters Score -1531184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1531188.125000 Penalty: 4473.333008
	Iteration 73Q: 3 clusters Score -1531188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1531189.250000 Penalty: 4473.333008
	Iteration 74Q: 3 clusters Score -1531189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1531190.000000 Penalty: 4473.333008
	Iteration 75Q: 3 clusters Score -1531190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1531191.375000 Penalty: 4473.333008
	Iteration 76Q: 3 clusters Score -1531191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1531192.625000 Penalty: 4473.333008
	Iteration 77Q: 3 clusters Score -1531193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1531191.500000 Penalty: 4473.333008
	Iteration 78Q: 3 clusters Score -1531192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1531191.875000 Penalty: 4473.333008
	Iteration 79Q: 3 clusters Score -1531192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1531191.500000 Penalty: 4473.333008
	Iteration 80F: 3 clusters Score -1531192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1531193.125000 Penalty: 4473.333008
	Iteration 81Q: 3 clusters Score -1531193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1531192.250000 Penalty: 4473.333008
	Iteration 82Q: 3 clusters Score -1531192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1531193.875000 Penalty: 4473.333008
	Iteration 83Q: 3 clusters Score -1531194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1531196.750000 Penalty: 4473.333008
	Iteration 84Q: 3 clusters Score -1531197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1531197.250000 Penalty: 4473.333008
	Iteration 85Q: 3 clusters Score -1531197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1531200.250000 Penalty: 4473.333008
	Iteration 86Q: 3 clusters Score -1531200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1531200.000000 Penalty: 4473.333008
	Iteration 87Q: 3 clusters Score -1531200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1531200.125000 Penalty: 4473.333008
	Iteration 88Q: 3 clusters Score -1531200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1531201.375000 Penalty: 4473.333008
	Iteration 89Q: 3 clusters Score -1531201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1531202.250000 Penalty: 4473.333008
	Iteration 90Q: 3 clusters Score -1531202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1531203.000000 Penalty: 4473.333008
	Iteration 91Q: 3 clusters Score -1531203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1531204.750000 Penalty: 4473.333008
	Iteration 92Q: 3 clusters Score -1531205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1531203.250000 Penalty: 4473.333008
	Iteration 93Q: 3 clusters Score -1531203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1531203.625000 Penalty: 4473.333008
	Iteration 94Q: 3 clusters Score -1531204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1531204.125000 Penalty: 4473.333008
	Iteration 95Q: 3 clusters Score -1531204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1531202.875000 Penalty: 4473.333008
	Iteration 96Q: 3 clusters Score -1531203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1531206.375000 Penalty: 4473.333008
	Iteration 97Q: 3 clusters Score -1531206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1531206.625000 Penalty: 4473.333008
	Iteration 98Q: 3 clusters Score -1531207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1531204.625000 Penalty: 4473.333008
	Iteration 99Q: 3 clusters Score -1531205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1531208.375000 Penalty: 4473.333008
	Iteration 100F: 3 clusters Score -1531208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1531207.000000 Penalty: 4473.333008
	Iteration 101Q: 3 clusters Score -1531207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1531207.500000 Penalty: 4473.333008
	Iteration 102Q: 3 clusters Score -1531208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1531211.000000 Penalty: 4473.333008
	Iteration 103Q: 3 clusters Score -1531211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1531209.125000 Penalty: 4473.333008
	Iteration 104Q: 3 clusters Score -1531209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1531211.250000 Penalty: 4473.333008
	Iteration 105Q: 3 clusters Score -1531211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1531211.875000 Penalty: 4473.333008
	Iteration 106Q: 3 clusters Score -1531212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1531210.375000 Penalty: 4473.333008
	Iteration 107Q: 3 clusters Score -1531210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1531209.500000 Penalty: 4473.333008
	Iteration 108Q: 3 clusters Score -1531210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1531214.000000 Penalty: 4473.333008
	Iteration 109Q: 3 clusters Score -1531214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1531214.125000 Penalty: 4473.333008
	Iteration 110Q: 3 clusters Score -1531214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1531214.500000 Penalty: 4473.333008
	Iteration 111Q: 3 clusters Score -1531214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1531213.875000 Penalty: 4473.333008
	Iteration 112Q: 3 clusters Score -1531214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1531214.625000 Penalty: 4473.333008
	Iteration 113Q: 3 clusters Score -1531215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1531216.125000 Penalty: 4473.333008
	Iteration 114Q: 3 clusters Score -1531216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1531215.250000 Penalty: 4473.333008
	Iteration 115Q: 3 clusters Score -1531215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1531215.875000 Penalty: 4473.333008
	Iteration 116Q: 3 clusters Score -1531216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1531215.625000 Penalty: 4473.333008
	Iteration 117Q: 3 clusters Score -1531216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1531218.250000 Penalty: 4473.333008
	Iteration 118Q: 3 clusters Score -1531218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1531219.625000 Penalty: 4473.333008
	Iteration 119Q: 3 clusters Score -1531220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1531219.625000 Penalty: 4473.333008
	Iteration 120F: 3 clusters Score -1531220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1531218.625000 Penalty: 4473.333008
	Iteration 121Q: 3 clusters Score -1531219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1531217.500000 Penalty: 4473.333008
	Iteration 122Q: 3 clusters Score -1531218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1531217.500000 Penalty: 4473.333008
	Iteration 123F: 3 clusters Score -1531218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -51947.734375 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -51947.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50659.437500 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -50659.44 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50906.996094 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -50907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50981.140625 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -50981.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51005.449219 Penalty: 2960.479004
	Iteration 3Q: 3 clusters Score -51005.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51031.675781 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -51031.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51038.281250 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -51038.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51063.320312 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -51063.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51080.914062 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -51080.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51086.078125 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -51086.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51101.183594 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -51101.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51119.250000 Penalty: 2960.479004
	Iteration 10Q: 3 clusters Score -51119.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51136.714844 Penalty: 2960.479004
	Iteration 11Q: 3 clusters Score -51136.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51148.156250 Penalty: 2960.479004
	Iteration 12Q: 3 clusters Score -51148.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51149.429688 Penalty: 2960.479004
	Iteration 13Q: 3 clusters Score -51149.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51153.000000 Penalty: 2960.479004
	Iteration 14Q: 3 clusters Score -51153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51154.101562 Penalty: 2960.479004
	Iteration 15Q: 3 clusters Score -51154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51154.101562 Penalty: 2960.479004
	Iteration 16F: 3 clusters Score -51154.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -48836.179688 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -48836.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47689.683594 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -47689.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -47889.085938 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -47889.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -47956.367188 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -47956.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -47996.585938 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -47996.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -48025.464844 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -48025.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -48037.644531 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -48037.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -48051.175781 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -48051.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -48056.605469 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -48056.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -48091.019531 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -48091.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -48122.332031 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -48122.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -48133.500000 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -48133.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -48140.097656 Penalty: 2862.634766
	Iteration 11Q: 3 clusters Score -48140.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -48140.097656 Penalty: 2862.634766
	Iteration 12F: 3 clusters Score -48140.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -89884.335938 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -89884.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -88395.937500 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -88395.94 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -88712.281250 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -88712.28 nChanged 42
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: -88787.828125 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -88787.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -88816.687500 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -88816.69 nChanged 7
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: -88840.617188 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -88840.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -88893.000000 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -88893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -88919.554688 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -88919.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -88931.835938 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -88931.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -88945.648438 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -88945.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -88977.320312 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -88977.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -89005.242188 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -89005.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -89018.375000 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -89018.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -89026.898438 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -89026.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -89031.132812 Penalty: 3160.319580
	Iteration 13Q: 3 clusters Score -89031.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -89032.945312 Penalty: 3160.319580
	Iteration 14Q: 3 clusters Score -89032.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -89035.367188 Penalty: 3160.319580
	Iteration 15Q: 3 clusters Score -89035.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -89036.429688 Penalty: 3160.319580
	Iteration 16Q: 3 clusters Score -89036.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -89036.429688 Penalty: 3160.319580
	Iteration 17F: 3 clusters Score -89036.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -57456.347656 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -57456.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56186.812500 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -56186.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -56291.082031 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -56291.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56330.593750 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -56330.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -56344.730469 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -56344.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56348.082031 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -56348.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56350.003906 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -56350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56350.003906 Penalty: 2862.634766
	Iteration 6F: 3 clusters Score -56350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -788331.250000 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -788331.2 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 2122 members 
Entering Unmasked Estep 
Score: -784250.187500 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -784250.2 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -785248.312500 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -785248.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -785495.562500 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -785495.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -785699.687500 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -785699.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -785878.125000 Penalty: 4147.986328
	Iteration 4Q: 3 clusters Score -785878.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -786098.000000 Penalty: 4147.986328
	Iteration 5Q: 3 clusters Score -786098 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -786337.750000 Penalty: 4147.986328
	Iteration 6Q: 3 clusters Score -786337.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -786582.437500 Penalty: 4147.986328
	Iteration 7Q: 3 clusters Score -786582.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -786882.375000 Penalty: 4147.986328
	Iteration 8F: 3 clusters Score -786882.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -787277.937500 Penalty: 4147.986328
	Iteration 9F: 3 clusters Score -787277.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -787589.125000 Penalty: 4147.986328
	Iteration 10F: 3 clusters Score -787589.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -787820.000000 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -787820 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -788018.625000 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -788018.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -788133.750000 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -788133.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -788210.062500 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -788210.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -788272.812500 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -788272.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -788325.687500 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -788325.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -788371.437500 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -788371.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -788406.125000 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -788406.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -788431.562500 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -788431.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -788447.625000 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -788447.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -788463.937500 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -788463.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -788481.562500 Penalty: 4147.986328
	Iteration 22Q: 3 clusters Score -788481.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -788497.437500 Penalty: 4147.986328
	Iteration 23Q: 3 clusters Score -788497.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -788504.625000 Penalty: 4147.986328
	Iteration 24Q: 3 clusters Score -788504.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -788516.125000 Penalty: 4147.986328
	Iteration 25Q: 3 clusters Score -788516.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -788523.437500 Penalty: 4147.986328
	Iteration 26Q: 3 clusters Score -788523.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -788528.562500 Penalty: 4147.986328
	Iteration 27Q: 3 clusters Score -788528.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -788534.000000 Penalty: 4147.986328
	Iteration 28Q: 3 clusters Score -788534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -788536.875000 Penalty: 4147.986328
	Iteration 29Q: 3 clusters Score -788536.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -788539.375000 Penalty: 4147.986328
	Iteration 30Q: 3 clusters Score -788539.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -788542.500000 Penalty: 4147.986328
	Iteration 31Q: 3 clusters Score -788542.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -788547.437500 Penalty: 4147.986328
	Iteration 32Q: 3 clusters Score -788547.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -788551.562500 Penalty: 4147.986328
	Iteration 33Q: 3 clusters Score -788551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -788556.375000 Penalty: 4147.986328
	Iteration 34Q: 3 clusters Score -788556.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -788561.437500 Penalty: 4147.986328
	Iteration 35Q: 3 clusters Score -788561.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -788563.562500 Penalty: 4147.986328
	Iteration 36Q: 3 clusters Score -788563.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -788565.500000 Penalty: 4147.986328
	Iteration 37Q: 3 clusters Score -788565.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -788564.312500 Penalty: 4147.986328
	Iteration 38Q: 3 clusters Score -788564.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -788564.250000 Penalty: 4147.986328
	Iteration 39Q: 3 clusters Score -788564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -788565.375000 Penalty: 4147.986328
	Iteration 40F: 3 clusters Score -788565.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 24658 members 
Mstep: Class 3 contains 1205 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 4984 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 18341 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14569 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 10158 members 
Mstep: Class 19 contains 42000 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 4923 members 
Mstep: Class 27 contains 29913 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14860 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 20986 members 
Mstep: Class 33 contains 2649 members 
Mstep: Class 34 contains 12197 members 
Mstep: Class 35 contains 25593 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 33043 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14683 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2417 members 
Mstep: Class 49 contains 39892 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 755 members 
Mstep: Class 52 contains 15941 members 
Mstep: Class 53 contains 2384 members 
Mstep: Class 54 contains 27208 members 
Mstep: Class 55 contains 1806 members 
Entering Unmasked Estep 
Score: -84232824.000000 Penalty: 177084.234375
Splitting cluster 25 changes total score from -84233704.000000 to -84232824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -951975.625000 Penalty: 2108.415039
	Iteration 0F: 2 clusters Score -951975.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -947484.687500 Penalty: 4216.830078
	Iteration 0F: 3 clusters Score -947484.7 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -948741.562500 Penalty: 4216.830078
	Iteration 1F: 3 clusters Score -948741.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -949053.062500 Penalty: 4216.830078
	Iteration 2F: 3 clusters Score -949053.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -949269.812500 Penalty: 4216.830078
	Iteration 3F: 3 clusters Score -949269.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -949431.000000 Penalty: 4216.830078
	Iteration 4Q: 3 clusters Score -949431 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -949566.250000 Penalty: 4216.830078
	Iteration 5Q: 3 clusters Score -949566.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -949681.125000 Penalty: 4216.830078
	Iteration 6Q: 3 clusters Score -949681.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -949776.625000 Penalty: 4216.830078
	Iteration 7Q: 3 clusters Score -949776.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -949853.937500 Penalty: 4216.830078
	Iteration 8Q: 3 clusters Score -949853.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -949914.750000 Penalty: 4216.830078
	Iteration 9Q: 3 clusters Score -949914.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -949959.562500 Penalty: 4216.830078
	Iteration 10Q: 3 clusters Score -949959.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -950012.750000 Penalty: 4216.830078
	Iteration 11Q: 3 clusters Score -950012.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -950071.000000 Penalty: 4216.830078
	Iteration 12Q: 3 clusters Score -950071 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -950128.125000 Penalty: 4216.830078
	Iteration 13Q: 3 clusters Score -950128.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -950172.562500 Penalty: 4216.830078
	Iteration 14Q: 3 clusters Score -950172.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -950208.750000 Penalty: 4216.830078
	Iteration 15Q: 3 clusters Score -950208.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -950243.500000 Penalty: 4216.830078
	Iteration 16Q: 3 clusters Score -950243.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -950279.625000 Penalty: 4216.830078
	Iteration 17Q: 3 clusters Score -950279.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -950311.375000 Penalty: 4216.830078
	Iteration 18Q: 3 clusters Score -950311.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -950350.375000 Penalty: 4216.830078
	Iteration 19Q: 3 clusters Score -950350.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -950379.875000 Penalty: 4216.830078
	Iteration 20F: 3 clusters Score -950379.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -950404.437500 Penalty: 4216.830078
	Iteration 21Q: 3 clusters Score -950404.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -950425.812500 Penalty: 4216.830078
	Iteration 22Q: 3 clusters Score -950425.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -950443.187500 Penalty: 4216.830078
	Iteration 23Q: 3 clusters Score -950443.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -950454.312500 Penalty: 4216.830078
	Iteration 24Q: 3 clusters Score -950454.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -950462.625000 Penalty: 4216.830078
	Iteration 25Q: 3 clusters Score -950462.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -950472.812500 Penalty: 4216.830078
	Iteration 26Q: 3 clusters Score -950472.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -950480.000000 Penalty: 4216.830078
	Iteration 27Q: 3 clusters Score -950480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -950486.500000 Penalty: 4216.830078
	Iteration 28Q: 3 clusters Score -950486.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -950492.375000 Penalty: 4216.830078
	Iteration 29Q: 3 clusters Score -950492.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -950493.000000 Penalty: 4216.830078
	Iteration 30Q: 3 clusters Score -950493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -950495.812500 Penalty: 4216.830078
	Iteration 31Q: 3 clusters Score -950495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -950496.875000 Penalty: 4216.830078
	Iteration 32Q: 3 clusters Score -950496.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -950496.687500 Penalty: 4216.830078
	Iteration 33Q: 3 clusters Score -950496.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -950499.062500 Penalty: 4216.830078
	Iteration 34Q: 3 clusters Score -950499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -950501.750000 Penalty: 4216.830078
	Iteration 35Q: 3 clusters Score -950501.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -950502.687500 Penalty: 4216.830078
	Iteration 36Q: 3 clusters Score -950502.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -950509.750000 Penalty: 4216.830078
	Iteration 37Q: 3 clusters Score -950509.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -950512.187500 Penalty: 4216.830078
	Iteration 38Q: 3 clusters Score -950512.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -950515.000000 Penalty: 4216.830078
	Iteration 39Q: 3 clusters Score -950515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -950518.562500 Penalty: 4216.830078
	Iteration 40F: 3 clusters Score -950518.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -950520.812500 Penalty: 4216.830078
	Iteration 41Q: 3 clusters Score -950520.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -950522.437500 Penalty: 4216.830078
	Iteration 42Q: 3 clusters Score -950522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -950523.875000 Penalty: 4216.830078
	Iteration 43Q: 3 clusters Score -950523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -950527.000000 Penalty: 4216.830078
	Iteration 44Q: 3 clusters Score -950527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -950528.562500 Penalty: 4216.830078
	Iteration 45Q: 3 clusters Score -950528.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -950527.875000 Penalty: 4216.830078
	Iteration 46Q: 3 clusters Score -950527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -950528.937500 Penalty: 4216.830078
	Iteration 47Q: 3 clusters Score -950528.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -950528.937500 Penalty: 4216.830078
	Iteration 48F: 3 clusters Score -950528.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Entering Unmasked Estep 
Score: -5815309.000000 Penalty: 2555.899902
	Iteration 0F: 2 clusters Score -5815309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -5795305.500000 Penalty: 5111.799805
	Iteration 0F: 3 clusters Score -5795306 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -5802541.000000 Penalty: 5111.799805
	Iteration 1F: 3 clusters Score -5802541 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -5802995.500000 Penalty: 5111.799805
	Iteration 2Q: 3 clusters Score -5802996 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -5803360.000000 Penalty: 5111.799805
	Iteration 3Q: 3 clusters Score -5803360 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -5803765.000000 Penalty: 5111.799805
	Iteration 4Q: 3 clusters Score -5803765 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -5804233.500000 Penalty: 5111.799805
	Iteration 5Q: 3 clusters Score -5804234 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -5804867.500000 Penalty: 5111.799805
	Iteration 6Q: 3 clusters Score -5804868 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -5805780.500000 Penalty: 5111.799805
	Iteration 7Q: 3 clusters Score -5805780 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -5806999.000000 Penalty: 5111.799805
	Iteration 8F: 3 clusters Score -5806999 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -5808424.000000 Penalty: 5111.799805
	Iteration 9F: 3 clusters Score -5808424 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -5809828.500000 Penalty: 5111.799805
	Iteration 10F: 3 clusters Score -5809828 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5810969.500000 Penalty: 5111.799805
	Iteration 11Q: 3 clusters Score -5810970 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5811663.000000 Penalty: 5111.799805
	Iteration 12Q: 3 clusters Score -5811663 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5812140.000000 Penalty: 5111.799805
	Iteration 13Q: 3 clusters Score -5812140 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5812407.000000 Penalty: 5111.799805
	Iteration 14Q: 3 clusters Score -5812407 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5812604.500000 Penalty: 5111.799805
	Iteration 15Q: 3 clusters Score -5812604 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5812770.000000 Penalty: 5111.799805
	Iteration 16Q: 3 clusters Score -5812770 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5812859.000000 Penalty: 5111.799805
	Iteration 17Q: 3 clusters Score -5812859 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5812914.500000 Penalty: 5111.799805
	Iteration 18Q: 3 clusters Score -5812914 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5812989.500000 Penalty: 5111.799805
	Iteration 19Q: 3 clusters Score -5812990 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5813041.000000 Penalty: 5111.799805
	Iteration 20F: 3 clusters Score -5813041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5813077.500000 Penalty: 5111.799805
	Iteration 21Q: 3 clusters Score -5813078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5813106.500000 Penalty: 5111.799805
	Iteration 22Q: 3 clusters Score -5813106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5813117.500000 Penalty: 5111.799805
	Iteration 23Q: 3 clusters Score -5813118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5813124.000000 Penalty: 5111.799805
	Iteration 24Q: 3 clusters Score -5813124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5813132.000000 Penalty: 5111.799805
	Iteration 25Q: 3 clusters Score -5813132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5813139.500000 Penalty: 5111.799805
	Iteration 26Q: 3 clusters Score -5813140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5813152.500000 Penalty: 5111.799805
	Iteration 27Q: 3 clusters Score -5813152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5813162.000000 Penalty: 5111.799805
	Iteration 28Q: 3 clusters Score -5813162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5813171.000000 Penalty: 5111.799805
	Iteration 29Q: 3 clusters Score -5813171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5813179.000000 Penalty: 5111.799805
	Iteration 30Q: 3 clusters Score -5813179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5813186.000000 Penalty: 5111.799805
	Iteration 31Q: 3 clusters Score -5813186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5813185.500000 Penalty: 5111.799805
	Iteration 32Q: 3 clusters Score -5813186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5813186.000000 Penalty: 5111.799805
	Iteration 33Q: 3 clusters Score -5813186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5813206.500000 Penalty: 5111.799805
	Iteration 34Q: 3 clusters Score -5813206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5813212.000000 Penalty: 5111.799805
	Iteration 35Q: 3 clusters Score -5813212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5813211.000000 Penalty: 5111.799805
	Iteration 36Q: 3 clusters Score -5813211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5813215.000000 Penalty: 5111.799805
	Iteration 37Q: 3 clusters Score -5813215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5813220.500000 Penalty: 5111.799805
	Iteration 38Q: 3 clusters Score -5813220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5813219.500000 Penalty: 5111.799805
	Iteration 39Q: 3 clusters Score -5813220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5813215.500000 Penalty: 5111.799805
	Iteration 40F: 3 clusters Score -5813216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5813215.000000 Penalty: 5111.799805
	Iteration 41Q: 3 clusters Score -5813215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5813215.500000 Penalty: 5111.799805
	Iteration 42Q: 3 clusters Score -5813216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5813221.000000 Penalty: 5111.799805
	Iteration 43Q: 3 clusters Score -5813221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5813225.500000 Penalty: 5111.799805
	Iteration 44Q: 3 clusters Score -5813226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5813227.000000 Penalty: 5111.799805
	Iteration 45Q: 3 clusters Score -5813227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5813222.000000 Penalty: 5111.799805
	Iteration 46Q: 3 clusters Score -5813222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5813233.500000 Penalty: 5111.799805
	Iteration 47Q: 3 clusters Score -5813234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5813226.500000 Penalty: 5111.799805
	Iteration 48Q: 3 clusters Score -5813226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5813229.000000 Penalty: 5111.799805
	Iteration 49Q: 3 clusters Score -5813229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5813228.000000 Penalty: 5111.799805
	Iteration 50Q: 3 clusters Score -5813228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5813227.000000 Penalty: 5111.799805
	Iteration 51Q: 3 clusters Score -5813227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5813229.500000 Penalty: 5111.799805
	Iteration 52Q: 3 clusters Score -5813230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5813229.500000 Penalty: 5111.799805
	Iteration 53F: 3 clusters Score -5813230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -17033.769531 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -17033.77 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 136 members 
Entering Unmasked Estep 
Score: -15965.020508 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -15965.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16155.481445 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -16155.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16217.479492 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -16217.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16242.894531 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -16242.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16254.508789 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -16254.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16305.150391 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -16305.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16331.146484 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -16331.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16337.274414 Penalty: 2732.656738
	Iteration 7Q: 3 clusters Score -16337.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16339.291016 Penalty: 2732.656738
	Iteration 8Q: 3 clusters Score -16339.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16360.815430 Penalty: 2732.656738
	Iteration 9Q: 3 clusters Score -16360.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16360.815430 Penalty: 2732.656738
	Iteration 10F: 3 clusters Score -16360.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -167831.437500 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -167831.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -165970.671875 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -165970.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -166439.390625 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -166439.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -166679.437500 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -166679.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -166808.921875 Penalty: 3423.760498
	Iteration 3F: 3 clusters Score -166808.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -166876.578125 Penalty: 3423.760498
	Iteration 4Q: 3 clusters Score -166876.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -166912.250000 Penalty: 3423.760498
	Iteration 5Q: 3 clusters Score -166912.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -166951.046875 Penalty: 3423.760498
	Iteration 6Q: 3 clusters Score -166951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -166965.187500 Penalty: 3423.760498
	Iteration 7Q: 3 clusters Score -166965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -166972.703125 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -166972.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -166976.187500 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -166976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -166979.578125 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -166979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -166981.343750 Penalty: 3423.760498
	Iteration 11Q: 3 clusters Score -166981.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -166982.031250 Penalty: 3423.760498
	Iteration 12Q: 3 clusters Score -166982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -166983.859375 Penalty: 3423.760498
	Iteration 13Q: 3 clusters Score -166983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -166986.953125 Penalty: 3423.760498
	Iteration 14Q: 3 clusters Score -166987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -166989.359375 Penalty: 3423.760498
	Iteration 15Q: 3 clusters Score -166989.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -166990.031250 Penalty: 3423.760498
	Iteration 16Q: 3 clusters Score -166990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -166992.671875 Penalty: 3423.760498
	Iteration 17Q: 3 clusters Score -166992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -166993.234375 Penalty: 3423.760498
	Iteration 18Q: 3 clusters Score -166993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -166994.281250 Penalty: 3423.760498
	Iteration 19Q: 3 clusters Score -166994.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -166994.281250 Penalty: 3423.760498
	Iteration 20F: 3 clusters Score -166994.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Entering Unmasked Estep 
Score: -3189171.000000 Penalty: 2382.394287
	Iteration 0F: 2 clusters Score -3189171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -3179126.000000 Penalty: 4764.788574
	Iteration 0F: 3 clusters Score -3179126 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3182369.250000 Penalty: 4764.788574
	Iteration 1F: 3 clusters Score -3182369 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3182690.250000 Penalty: 4764.788574
	Iteration 2F: 3 clusters Score -3182690 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3182910.250000 Penalty: 4764.788574
	Iteration 3Q: 3 clusters Score -3182910 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -3183082.500000 Penalty: 4764.788574
	Iteration 4Q: 3 clusters Score -3183082 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3183192.000000 Penalty: 4764.788574
	Iteration 5Q: 3 clusters Score -3183192 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3183292.000000 Penalty: 4764.788574
	Iteration 6Q: 3 clusters Score -3183292 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3183418.000000 Penalty: 4764.788574
	Iteration 7Q: 3 clusters Score -3183418 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3183541.500000 Penalty: 4764.788574
	Iteration 8Q: 3 clusters Score -3183542 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -3183683.750000 Penalty: 4764.788574
	Iteration 9Q: 3 clusters Score -3183684 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3183844.750000 Penalty: 4764.788574
	Iteration 10Q: 3 clusters Score -3183845 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3184111.500000 Penalty: 4764.788574
	Iteration 11Q: 3 clusters Score -3184112 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3184399.000000 Penalty: 4764.788574
	Iteration 12Q: 3 clusters Score -3184399 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -3184717.000000 Penalty: 4764.788574
	Iteration 13Q: 3 clusters Score -3184717 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3185089.500000 Penalty: 4764.788574
	Iteration 14Q: 3 clusters Score -3185090 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3185532.750000 Penalty: 4764.788574
	Iteration 15Q: 3 clusters Score -3185533 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3185928.500000 Penalty: 4764.788574
	Iteration 16Q: 3 clusters Score -3185928 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3186270.750000 Penalty: 4764.788574
	Iteration 17Q: 3 clusters Score -3186271 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3186517.000000 Penalty: 4764.788574
	Iteration 18Q: 3 clusters Score -3186517 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3186707.500000 Penalty: 4764.788574
	Iteration 19Q: 3 clusters Score -3186708 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3186852.250000 Penalty: 4764.788574
	Iteration 20F: 3 clusters Score -3186852 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -3186945.250000 Penalty: 4764.788574
	Iteration 21Q: 3 clusters Score -3186945 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3187002.750000 Penalty: 4764.788574
	Iteration 22Q: 3 clusters Score -3187003 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3187064.500000 Penalty: 4764.788574
	Iteration 23Q: 3 clusters Score -3187064 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3187122.500000 Penalty: 4764.788574
	Iteration 24Q: 3 clusters Score -3187122 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -3187155.000000 Penalty: 4764.788574
	Iteration 25Q: 3 clusters Score -3187155 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -3187187.750000 Penalty: 4764.788574
	Iteration 26Q: 3 clusters Score -3187188 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3187212.500000 Penalty: 4764.788574
	Iteration 27Q: 3 clusters Score -3187212 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3187240.500000 Penalty: 4764.788574
	Iteration 28Q: 3 clusters Score -3187240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3187256.750000 Penalty: 4764.788574
	Iteration 29Q: 3 clusters Score -3187257 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3187274.000000 Penalty: 4764.788574
	Iteration 30Q: 3 clusters Score -3187274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3187286.250000 Penalty: 4764.788574
	Iteration 31Q: 3 clusters Score -3187286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3187301.750000 Penalty: 4764.788574
	Iteration 32Q: 3 clusters Score -3187302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3187307.250000 Penalty: 4764.788574
	Iteration 33Q: 3 clusters Score -3187307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3187326.000000 Penalty: 4764.788574
	Iteration 34Q: 3 clusters Score -3187326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3187328.750000 Penalty: 4764.788574
	Iteration 35Q: 3 clusters Score -3187329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3187342.000000 Penalty: 4764.788574
	Iteration 36Q: 3 clusters Score -3187342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3187348.250000 Penalty: 4764.788574
	Iteration 37Q: 3 clusters Score -3187348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3187360.000000 Penalty: 4764.788574
	Iteration 38Q: 3 clusters Score -3187360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3187367.750000 Penalty: 4764.788574
	Iteration 39Q: 3 clusters Score -3187368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3187369.000000 Penalty: 4764.788574
	Iteration 40F: 3 clusters Score -3187369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3187371.250000 Penalty: 4764.788574
	Iteration 41Q: 3 clusters Score -3187371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3187371.250000 Penalty: 4764.788574
	Iteration 42Q: 3 clusters Score -3187371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -3187375.750000 Penalty: 4764.788574
	Iteration 43Q: 3 clusters Score -3187376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3187385.500000 Penalty: 4764.788574
	Iteration 44Q: 3 clusters Score -3187386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3187391.000000 Penalty: 4764.788574
	Iteration 45Q: 3 clusters Score -3187391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3187399.500000 Penalty: 4764.788574
	Iteration 46Q: 3 clusters Score -3187400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3187408.000000 Penalty: 4764.788574
	Iteration 47Q: 3 clusters Score -3187408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3187419.250000 Penalty: 4764.788574
	Iteration 48Q: 3 clusters Score -3187419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -3187423.250000 Penalty: 4764.788574
	Iteration 49Q: 3 clusters Score -3187423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -3187440.500000 Penalty: 4764.788574
	Iteration 50Q: 3 clusters Score -3187440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3187437.000000 Penalty: 4764.788574
	Iteration 51Q: 3 clusters Score -3187437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -3187449.750000 Penalty: 4764.788574
	Iteration 52Q: 3 clusters Score -3187450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3187449.000000 Penalty: 4764.788574
	Iteration 53Q: 3 clusters Score -3187449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3187458.000000 Penalty: 4764.788574
	Iteration 54Q: 3 clusters Score -3187458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3187458.750000 Penalty: 4764.788574
	Iteration 55Q: 3 clusters Score -3187459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -3187454.000000 Penalty: 4764.788574
	Iteration 56Q: 3 clusters Score -3187454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3187457.750000 Penalty: 4764.788574
	Iteration 57Q: 3 clusters Score -3187458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -3187460.250000 Penalty: 4764.788574
	Iteration 58Q: 3 clusters Score -3187460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3187459.250000 Penalty: 4764.788574
	Iteration 59Q: 3 clusters Score -3187459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3187455.250000 Penalty: 4764.788574
	Iteration 60F: 3 clusters Score -3187455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -3187454.750000 Penalty: 4764.788574
	Iteration 61Q: 3 clusters Score -3187455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3187461.750000 Penalty: 4764.788574
	Iteration 62Q: 3 clusters Score -3187462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3187460.000000 Penalty: 4764.788574
	Iteration 63Q: 3 clusters Score -3187460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3187455.750000 Penalty: 4764.788574
	Iteration 64Q: 3 clusters Score -3187456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3187461.250000 Penalty: 4764.788574
	Iteration 65Q: 3 clusters Score -3187461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3187458.000000 Penalty: 4764.788574
	Iteration 66Q: 3 clusters Score -3187458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3187465.750000 Penalty: 4764.788574
	Iteration 67Q: 3 clusters Score -3187466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3187460.000000 Penalty: 4764.788574
	Iteration 68Q: 3 clusters Score -3187460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3187457.750000 Penalty: 4764.788574
	Iteration 69Q: 3 clusters Score -3187458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3187459.250000 Penalty: 4764.788574
	Iteration 70Q: 3 clusters Score -3187459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3187459.000000 Penalty: 4764.788574
	Iteration 71Q: 3 clusters Score -3187459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3187458.500000 Penalty: 4764.788574
	Iteration 72Q: 3 clusters Score -3187458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -3187459.000000 Penalty: 4764.788574
	Iteration 73Q: 3 clusters Score -3187459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3187456.000000 Penalty: 4764.788574
	Iteration 74Q: 3 clusters Score -3187456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3187456.250000 Penalty: 4764.788574
	Iteration 75Q: 3 clusters Score -3187456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3187456.750000 Penalty: 4764.788574
	Iteration 76Q: 3 clusters Score -3187457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3187457.250000 Penalty: 4764.788574
	Iteration 77Q: 3 clusters Score -3187457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3187457.250000 Penalty: 4764.788574
	Iteration 78F: 3 clusters Score -3187457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -405210.875000 Penalty: 1892.594971
	Iteration 0F: 2 clusters Score -405210.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -402524.718750 Penalty: 3785.189941
	Iteration 0F: 3 clusters Score -402524.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -402988.468750 Penalty: 3785.189941
	Iteration 1F: 3 clusters Score -402988.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -403115.218750 Penalty: 3785.189941
	Iteration 2F: 3 clusters Score -403115.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -403182.281250 Penalty: 3785.189941
	Iteration 3Q: 3 clusters Score -403182.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -403223.656250 Penalty: 3785.189941
	Iteration 4Q: 3 clusters Score -403223.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -403253.187500 Penalty: 3785.189941
	Iteration 5Q: 3 clusters Score -403253.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -403271.968750 Penalty: 3785.189941
	Iteration 6Q: 3 clusters Score -403272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -403289.843750 Penalty: 3785.189941
	Iteration 7Q: 3 clusters Score -403289.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -403302.187500 Penalty: 3785.189941
	Iteration 8Q: 3 clusters Score -403302.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -403314.312500 Penalty: 3785.189941
	Iteration 9Q: 3 clusters Score -403314.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -403330.593750 Penalty: 3785.189941
	Iteration 10Q: 3 clusters Score -403330.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -403342.468750 Penalty: 3785.189941
	Iteration 11Q: 3 clusters Score -403342.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -403358.406250 Penalty: 3785.189941
	Iteration 12Q: 3 clusters Score -403358.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -403367.093750 Penalty: 3785.189941
	Iteration 13Q: 3 clusters Score -403367.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -403372.656250 Penalty: 3785.189941
	Iteration 14Q: 3 clusters Score -403372.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -403375.500000 Penalty: 3785.189941
	Iteration 15Q: 3 clusters Score -403375.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -403379.562500 Penalty: 3785.189941
	Iteration 16Q: 3 clusters Score -403379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -403383.093750 Penalty: 3785.189941
	Iteration 17Q: 3 clusters Score -403383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -403386.812500 Penalty: 3785.189941
	Iteration 18Q: 3 clusters Score -403386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -403389.937500 Penalty: 3785.189941
	Iteration 19Q: 3 clusters Score -403389.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -403391.531250 Penalty: 3785.189941
	Iteration 20F: 3 clusters Score -403391.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -403394.250000 Penalty: 3785.189941
	Iteration 21Q: 3 clusters Score -403394.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -403400.281250 Penalty: 3785.189941
	Iteration 22Q: 3 clusters Score -403400.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -403409.000000 Penalty: 3785.189941
	Iteration 23Q: 3 clusters Score -403409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -403418.937500 Penalty: 3785.189941
	Iteration 24Q: 3 clusters Score -403418.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -403429.593750 Penalty: 3785.189941
	Iteration 25Q: 3 clusters Score -403429.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -403439.531250 Penalty: 3785.189941
	Iteration 26Q: 3 clusters Score -403439.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -403451.000000 Penalty: 3785.189941
	Iteration 27Q: 3 clusters Score -403451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -403459.062500 Penalty: 3785.189941
	Iteration 28Q: 3 clusters Score -403459.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -403466.906250 Penalty: 3785.189941
	Iteration 29Q: 3 clusters Score -403466.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -403480.125000 Penalty: 3785.189941
	Iteration 30Q: 3 clusters Score -403480.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -403491.718750 Penalty: 3785.189941
	Iteration 31Q: 3 clusters Score -403491.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -403501.937500 Penalty: 3785.189941
	Iteration 32Q: 3 clusters Score -403501.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -403506.875000 Penalty: 3785.189941
	Iteration 33Q: 3 clusters Score -403506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -403513.000000 Penalty: 3785.189941
	Iteration 34Q: 3 clusters Score -403513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -403526.875000 Penalty: 3785.189941
	Iteration 35Q: 3 clusters Score -403526.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -403544.500000 Penalty: 3785.189941
	Iteration 36Q: 3 clusters Score -403544.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -403559.812500 Penalty: 3785.189941
	Iteration 37Q: 3 clusters Score -403559.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -403568.343750 Penalty: 3785.189941
	Iteration 38Q: 3 clusters Score -403568.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -403572.281250 Penalty: 3785.189941
	Iteration 39Q: 3 clusters Score -403572.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -403577.125000 Penalty: 3785.189941
	Iteration 40F: 3 clusters Score -403577.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -403580.937500 Penalty: 3785.189941
	Iteration 41Q: 3 clusters Score -403580.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -403581.562500 Penalty: 3785.189941
	Iteration 42Q: 3 clusters Score -403581.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -403584.500000 Penalty: 3785.189941
	Iteration 43Q: 3 clusters Score -403584.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -403585.843750 Penalty: 3785.189941
	Iteration 44Q: 3 clusters Score -403585.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -403586.500000 Penalty: 3785.189941
	Iteration 45Q: 3 clusters Score -403586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -403589.531250 Penalty: 3785.189941
	Iteration 46Q: 3 clusters Score -403589.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -403590.875000 Penalty: 3785.189941
	Iteration 47Q: 3 clusters Score -403590.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -403592.625000 Penalty: 3785.189941
	Iteration 48Q: 3 clusters Score -403592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -403593.156250 Penalty: 3785.189941
	Iteration 49Q: 3 clusters Score -403593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -403593.187500 Penalty: 3785.189941
	Iteration 50Q: 3 clusters Score -403593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -403594.718750 Penalty: 3785.189941
	Iteration 51Q: 3 clusters Score -403594.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -403596.687500 Penalty: 3785.189941
	Iteration 52Q: 3 clusters Score -403596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -403596.656250 Penalty: 3785.189941
	Iteration 53Q: 3 clusters Score -403596.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -403597.093750 Penalty: 3785.189941
	Iteration 54Q: 3 clusters Score -403597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -403597.093750 Penalty: 3785.189941
	Iteration 55F: 3 clusters Score -403597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Entering Unmasked Estep 
Score: -4382378.500000 Penalty: 2467.999512
	Iteration 0F: 2 clusters Score -4382378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -4368374.000000 Penalty: 4935.999023
	Iteration 0F: 3 clusters Score -4368374 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -4373280.500000 Penalty: 4935.999023
	Iteration 1F: 3 clusters Score -4373280 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -4373615.000000 Penalty: 4935.999023
	Iteration 2Q: 3 clusters Score -4373615 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -4373928.000000 Penalty: 4935.999023
	Iteration 3Q: 3 clusters Score -4373928 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -4374199.500000 Penalty: 4935.999023
	Iteration 4Q: 3 clusters Score -4374200 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -4374407.000000 Penalty: 4935.999023
	Iteration 5Q: 3 clusters Score -4374407 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -4374597.500000 Penalty: 4935.999023
	Iteration 6Q: 3 clusters Score -4374598 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -4374803.500000 Penalty: 4935.999023
	Iteration 7Q: 3 clusters Score -4374804 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -4375024.000000 Penalty: 4935.999023
	Iteration 8Q: 3 clusters Score -4375024 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -4375257.000000 Penalty: 4935.999023
	Iteration 9Q: 3 clusters Score -4375257 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -4375546.500000 Penalty: 4935.999023
	Iteration 10Q: 3 clusters Score -4375546 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -4375887.500000 Penalty: 4935.999023
	Iteration 11Q: 3 clusters Score -4375888 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -4376279.500000 Penalty: 4935.999023
	Iteration 12Q: 3 clusters Score -4376280 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4376743.500000 Penalty: 4935.999023
	Iteration 13Q: 3 clusters Score -4376744 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -4377213.500000 Penalty: 4935.999023
	Iteration 14Q: 3 clusters Score -4377214 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -4377677.000000 Penalty: 4935.999023
	Iteration 15Q: 3 clusters Score -4377677 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -4378176.000000 Penalty: 4935.999023
	Iteration 16Q: 3 clusters Score -4378176 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4378705.000000 Penalty: 4935.999023
	Iteration 17Q: 3 clusters Score -4378705 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4379150.500000 Penalty: 4935.999023
	Iteration 18Q: 3 clusters Score -4379150 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4379450.500000 Penalty: 4935.999023
	Iteration 19Q: 3 clusters Score -4379450 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4379695.500000 Penalty: 4935.999023
	Iteration 20F: 3 clusters Score -4379696 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4379880.000000 Penalty: 4935.999023
	Iteration 21Q: 3 clusters Score -4379880 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4380029.500000 Penalty: 4935.999023
	Iteration 22Q: 3 clusters Score -4380030 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4380139.000000 Penalty: 4935.999023
	Iteration 23Q: 3 clusters Score -4380139 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4380200.000000 Penalty: 4935.999023
	Iteration 24Q: 3 clusters Score -4380200 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4380274.000000 Penalty: 4935.999023
	Iteration 25Q: 3 clusters Score -4380274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4380312.000000 Penalty: 4935.999023
	Iteration 26Q: 3 clusters Score -4380312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4380349.500000 Penalty: 4935.999023
	Iteration 27Q: 3 clusters Score -4380350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4380374.500000 Penalty: 4935.999023
	Iteration 28Q: 3 clusters Score -4380374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4380388.000000 Penalty: 4935.999023
	Iteration 29Q: 3 clusters Score -4380388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4380394.500000 Penalty: 4935.999023
	Iteration 30Q: 3 clusters Score -4380394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4380402.000000 Penalty: 4935.999023
	Iteration 31Q: 3 clusters Score -4380402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4380411.500000 Penalty: 4935.999023
	Iteration 32Q: 3 clusters Score -4380412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4380426.500000 Penalty: 4935.999023
	Iteration 33Q: 3 clusters Score -4380426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4380430.000000 Penalty: 4935.999023
	Iteration 34Q: 3 clusters Score -4380430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4380437.000000 Penalty: 4935.999023
	Iteration 35Q: 3 clusters Score -4380437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4380441.500000 Penalty: 4935.999023
	Iteration 36Q: 3 clusters Score -4380442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4380437.500000 Penalty: 4935.999023
	Iteration 37Q: 3 clusters Score -4380438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4380436.500000 Penalty: 4935.999023
	Iteration 38Q: 3 clusters Score -4380436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4380441.500000 Penalty: 4935.999023
	Iteration 39Q: 3 clusters Score -4380442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4380442.000000 Penalty: 4935.999023
	Iteration 40F: 3 clusters Score -4380442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4380442.000000 Penalty: 4935.999023
	Iteration 41Q: 3 clusters Score -4380442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4380442.500000 Penalty: 4935.999023
	Iteration 42Q: 3 clusters Score -4380442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4380445.000000 Penalty: 4935.999023
	Iteration 43Q: 3 clusters Score -4380445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4380445.000000 Penalty: 4935.999023
	Iteration 44F: 3 clusters Score -4380445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -523166.406250 Penalty: 1954.720459
	Iteration 0F: 2 clusters Score -523166.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -520157.718750 Penalty: 3909.440918
	Iteration 0F: 3 clusters Score -520157.7 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -520738.656250 Penalty: 3909.440918
	Iteration 1F: 3 clusters Score -520738.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -520881.750000 Penalty: 3909.440918
	Iteration 2F: 3 clusters Score -520881.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -520994.406250 Penalty: 3909.440918
	Iteration 3F: 3 clusters Score -520994.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -521069.093750 Penalty: 3909.440918
	Iteration 4Q: 3 clusters Score -521069.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -521120.531250 Penalty: 3909.440918
	Iteration 5Q: 3 clusters Score -521120.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -521159.468750 Penalty: 3909.440918
	Iteration 6Q: 3 clusters Score -521159.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -521201.437500 Penalty: 3909.440918
	Iteration 7Q: 3 clusters Score -521201.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -521235.625000 Penalty: 3909.440918
	Iteration 8Q: 3 clusters Score -521235.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -521283.562500 Penalty: 3909.440918
	Iteration 9Q: 3 clusters Score -521283.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -521339.843750 Penalty: 3909.440918
	Iteration 10Q: 3 clusters Score -521339.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -521383.812500 Penalty: 3909.440918
	Iteration 11Q: 3 clusters Score -521383.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -521439.843750 Penalty: 3909.440918
	Iteration 12Q: 3 clusters Score -521439.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -521504.781250 Penalty: 3909.440918
	Iteration 13Q: 3 clusters Score -521504.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -521563.625000 Penalty: 3909.440918
	Iteration 14Q: 3 clusters Score -521563.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -521616.406250 Penalty: 3909.440918
	Iteration 15Q: 3 clusters Score -521616.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -521665.500000 Penalty: 3909.440918
	Iteration 16Q: 3 clusters Score -521665.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -521700.593750 Penalty: 3909.440918
	Iteration 17Q: 3 clusters Score -521700.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -521733.343750 Penalty: 3909.440918
	Iteration 18Q: 3 clusters Score -521733.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -521768.125000 Penalty: 3909.440918
	Iteration 19Q: 3 clusters Score -521768.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -521798.562500 Penalty: 3909.440918
	Iteration 20F: 3 clusters Score -521798.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -521829.843750 Penalty: 3909.440918
	Iteration 21Q: 3 clusters Score -521829.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -521855.187500 Penalty: 3909.440918
	Iteration 22Q: 3 clusters Score -521855.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -521876.375000 Penalty: 3909.440918
	Iteration 23Q: 3 clusters Score -521876.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -521891.718750 Penalty: 3909.440918
	Iteration 24Q: 3 clusters Score -521891.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -521906.750000 Penalty: 3909.440918
	Iteration 25Q: 3 clusters Score -521906.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -521923.062500 Penalty: 3909.440918
	Iteration 26Q: 3 clusters Score -521923.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -521939.031250 Penalty: 3909.440918
	Iteration 27Q: 3 clusters Score -521939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -521950.468750 Penalty: 3909.440918
	Iteration 28Q: 3 clusters Score -521950.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -521957.875000 Penalty: 3909.440918
	Iteration 29Q: 3 clusters Score -521957.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -521962.593750 Penalty: 3909.440918
	Iteration 30Q: 3 clusters Score -521962.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -521967.562500 Penalty: 3909.440918
	Iteration 31Q: 3 clusters Score -521967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -521967.843750 Penalty: 3909.440918
	Iteration 32Q: 3 clusters Score -521967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -521967.843750 Penalty: 3909.440918
	Iteration 33F: 3 clusters Score -521967.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Entering Unmasked Estep 
Score: -2386785.500000 Penalty: 2333.418457
	Iteration 0F: 2 clusters Score -2386786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2377781.250000 Penalty: 4666.836914
	Iteration 0F: 3 clusters Score -2377781 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2380556.000000 Penalty: 4666.836914
	Iteration 1F: 3 clusters Score -2380556 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2381139.500000 Penalty: 4666.836914
	Iteration 2F: 3 clusters Score -2381140 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2381706.750000 Penalty: 4666.836914
	Iteration 3F: 3 clusters Score -2381707 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2382303.000000 Penalty: 4666.836914
	Iteration 4F: 3 clusters Score -2382303 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2382877.250000 Penalty: 4666.836914
	Iteration 5F: 3 clusters Score -2382877 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2383418.500000 Penalty: 4666.836914
	Iteration 6F: 3 clusters Score -2383418 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2383957.000000 Penalty: 4666.836914
	Iteration 7F: 3 clusters Score -2383957 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2384467.250000 Penalty: 4666.836914
	Iteration 8F: 3 clusters Score -2384467 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2384893.500000 Penalty: 4666.836914
	Iteration 9Q: 3 clusters Score -2384894 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2385166.250000 Penalty: 4666.836914
	Iteration 10Q: 3 clusters Score -2385166 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2385261.500000 Penalty: 4666.836914
	Iteration 11Q: 3 clusters Score -2385262 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2385301.500000 Penalty: 4666.836914
	Iteration 12Q: 3 clusters Score -2385302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2385315.000000 Penalty: 4666.836914
	Iteration 13Q: 3 clusters Score -2385315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2385320.500000 Penalty: 4666.836914
	Iteration 14Q: 3 clusters Score -2385320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2385335.250000 Penalty: 4666.836914
	Iteration 15Q: 3 clusters Score -2385335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2385344.500000 Penalty: 4666.836914
	Iteration 16Q: 3 clusters Score -2385344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2385342.000000 Penalty: 4666.836914
	Iteration 17Q: 3 clusters Score -2385342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2385347.250000 Penalty: 4666.836914
	Iteration 18Q: 3 clusters Score -2385347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2385352.000000 Penalty: 4666.836914
	Iteration 19Q: 3 clusters Score -2385352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2385356.750000 Penalty: 4666.836914
	Iteration 20F: 3 clusters Score -2385357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2385363.250000 Penalty: 4666.836914
	Iteration 21Q: 3 clusters Score -2385363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2385365.750000 Penalty: 4666.836914
	Iteration 22Q: 3 clusters Score -2385366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2385375.250000 Penalty: 4666.836914
	Iteration 23Q: 3 clusters Score -2385375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2385381.500000 Penalty: 4666.836914
	Iteration 24Q: 3 clusters Score -2385382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2385374.750000 Penalty: 4666.836914
	Iteration 25Q: 3 clusters Score -2385375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2385379.750000 Penalty: 4666.836914
	Iteration 26Q: 3 clusters Score -2385380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2385384.750000 Penalty: 4666.836914
	Iteration 27Q: 3 clusters Score -2385385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2385390.500000 Penalty: 4666.836914
	Iteration 28Q: 3 clusters Score -2385390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2385395.500000 Penalty: 4666.836914
	Iteration 29Q: 3 clusters Score -2385396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2385396.000000 Penalty: 4666.836914
	Iteration 30Q: 3 clusters Score -2385396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2385399.750000 Penalty: 4666.836914
	Iteration 31Q: 3 clusters Score -2385400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2385400.500000 Penalty: 4666.836914
	Iteration 32Q: 3 clusters Score -2385400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2385399.250000 Penalty: 4666.836914
	Iteration 33Q: 3 clusters Score -2385399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2385405.250000 Penalty: 4666.836914
	Iteration 34Q: 3 clusters Score -2385405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2385406.000000 Penalty: 4666.836914
	Iteration 35Q: 3 clusters Score -2385406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2385408.250000 Penalty: 4666.836914
	Iteration 36Q: 3 clusters Score -2385408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2385411.250000 Penalty: 4666.836914
	Iteration 37Q: 3 clusters Score -2385411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2385411.250000 Penalty: 4666.836914
	Iteration 38Q: 3 clusters Score -2385411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2385416.250000 Penalty: 4666.836914
	Iteration 39Q: 3 clusters Score -2385416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2385420.250000 Penalty: 4666.836914
	Iteration 40F: 3 clusters Score -2385420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2385422.000000 Penalty: 4666.836914
	Iteration 41Q: 3 clusters Score -2385422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2385419.000000 Penalty: 4666.836914
	Iteration 42Q: 3 clusters Score -2385419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2385419.000000 Penalty: 4666.836914
	Iteration 43F: 3 clusters Score -2385419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Entering Unmasked Estep 
Score: -5032533.000000 Penalty: 2517.218262
	Iteration 0F: 2 clusters Score -5032533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -5015719.500000 Penalty: 5034.436523
	Iteration 0F: 3 clusters Score -5015720 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -5021790.500000 Penalty: 5034.436523
	Iteration 1F: 3 clusters Score -5021790 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -5022259.500000 Penalty: 5034.436523
	Iteration 2F: 3 clusters Score -5022260 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -5022646.000000 Penalty: 5034.436523
	Iteration 3Q: 3 clusters Score -5022646 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -5023062.000000 Penalty: 5034.436523
	Iteration 4Q: 3 clusters Score -5023062 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -5023517.500000 Penalty: 5034.436523
	Iteration 5Q: 3 clusters Score -5023518 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -5024048.500000 Penalty: 5034.436523
	Iteration 6Q: 3 clusters Score -5024048 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -5024683.500000 Penalty: 5034.436523
	Iteration 7Q: 3 clusters Score -5024684 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -5025385.000000 Penalty: 5034.436523
	Iteration 8Q: 3 clusters Score -5025385 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -5026116.500000 Penalty: 5034.436523
	Iteration 9Q: 3 clusters Score -5026116 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -5026808.500000 Penalty: 5034.436523
	Iteration 10Q: 3 clusters Score -5026808 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -5027438.000000 Penalty: 5034.436523
	Iteration 11Q: 3 clusters Score -5027438 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -5027938.500000 Penalty: 5034.436523
	Iteration 12Q: 3 clusters Score -5027938 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -5028303.500000 Penalty: 5034.436523
	Iteration 13Q: 3 clusters Score -5028304 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -5028577.500000 Penalty: 5034.436523
	Iteration 14Q: 3 clusters Score -5028578 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -5028781.500000 Penalty: 5034.436523
	Iteration 15Q: 3 clusters Score -5028782 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -5028913.000000 Penalty: 5034.436523
	Iteration 16Q: 3 clusters Score -5028913 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -5028990.000000 Penalty: 5034.436523
	Iteration 17Q: 3 clusters Score -5028990 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -5029056.500000 Penalty: 5034.436523
	Iteration 18Q: 3 clusters Score -5029056 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -5029110.000000 Penalty: 5034.436523
	Iteration 19Q: 3 clusters Score -5029110 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -5029176.500000 Penalty: 5034.436523
	Iteration 20F: 3 clusters Score -5029176 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -5029205.500000 Penalty: 5034.436523
	Iteration 21Q: 3 clusters Score -5029206 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -5029245.500000 Penalty: 5034.436523
	Iteration 22Q: 3 clusters Score -5029246 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -5029263.500000 Penalty: 5034.436523
	Iteration 23Q: 3 clusters Score -5029264 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -5029285.000000 Penalty: 5034.436523
	Iteration 24Q: 3 clusters Score -5029285 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -5029316.000000 Penalty: 5034.436523
	Iteration 25Q: 3 clusters Score -5029316 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -5029351.000000 Penalty: 5034.436523
	Iteration 26Q: 3 clusters Score -5029351 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -5029393.500000 Penalty: 5034.436523
	Iteration 27Q: 3 clusters Score -5029394 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -5029432.000000 Penalty: 5034.436523
	Iteration 28Q: 3 clusters Score -5029432 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -5029433.000000 Penalty: 5034.436523
	Iteration 29Q: 3 clusters Score -5029433 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -5029453.000000 Penalty: 5034.436523
	Iteration 30Q: 3 clusters Score -5029453 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -5029465.500000 Penalty: 5034.436523
	Iteration 31Q: 3 clusters Score -5029466 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -5029488.000000 Penalty: 5034.436523
	Iteration 32Q: 3 clusters Score -5029488 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -5029518.500000 Penalty: 5034.436523
	Iteration 33Q: 3 clusters Score -5029518 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -5029546.000000 Penalty: 5034.436523
	Iteration 34Q: 3 clusters Score -5029546 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -5029576.000000 Penalty: 5034.436523
	Iteration 35Q: 3 clusters Score -5029576 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -5029605.000000 Penalty: 5034.436523
	Iteration 36Q: 3 clusters Score -5029605 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -5029656.500000 Penalty: 5034.436523
	Iteration 37Q: 3 clusters Score -5029656 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -5029701.000000 Penalty: 5034.436523
	Iteration 38Q: 3 clusters Score -5029701 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -5029758.000000 Penalty: 5034.436523
	Iteration 39Q: 3 clusters Score -5029758 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5029813.000000 Penalty: 5034.436523
	Iteration 40F: 3 clusters Score -5029813 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -5029877.500000 Penalty: 5034.436523
	Iteration 41Q: 3 clusters Score -5029878 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -5029938.000000 Penalty: 5034.436523
	Iteration 42Q: 3 clusters Score -5029938 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -5030016.000000 Penalty: 5034.436523
	Iteration 43Q: 3 clusters Score -5030016 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -5030113.000000 Penalty: 5034.436523
	Iteration 44Q: 3 clusters Score -5030113 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -5030166.500000 Penalty: 5034.436523
	Iteration 45Q: 3 clusters Score -5030166 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -5030204.000000 Penalty: 5034.436523
	Iteration 46Q: 3 clusters Score -5030204 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -5030266.000000 Penalty: 5034.436523
	Iteration 47Q: 3 clusters Score -5030266 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -5030305.500000 Penalty: 5034.436523
	Iteration 48Q: 3 clusters Score -5030306 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -5030354.500000 Penalty: 5034.436523
	Iteration 49Q: 3 clusters Score -5030354 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -5030400.500000 Penalty: 5034.436523
	Iteration 50Q: 3 clusters Score -5030400 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -5030432.500000 Penalty: 5034.436523
	Iteration 51Q: 3 clusters Score -5030432 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -5030458.000000 Penalty: 5034.436523
	Iteration 52Q: 3 clusters Score -5030458 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -5030481.000000 Penalty: 5034.436523
	Iteration 53Q: 3 clusters Score -5030481 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -5030519.000000 Penalty: 5034.436523
	Iteration 54Q: 3 clusters Score -5030519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -5030529.500000 Penalty: 5034.436523
	Iteration 55Q: 3 clusters Score -5030530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -5030550.500000 Penalty: 5034.436523
	Iteration 56Q: 3 clusters Score -5030550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5030567.000000 Penalty: 5034.436523
	Iteration 57Q: 3 clusters Score -5030567 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5030581.500000 Penalty: 5034.436523
	Iteration 58Q: 3 clusters Score -5030582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -5030591.500000 Penalty: 5034.436523
	Iteration 59Q: 3 clusters Score -5030592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -5030605.500000 Penalty: 5034.436523
	Iteration 60F: 3 clusters Score -5030606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -5030617.500000 Penalty: 5034.436523
	Iteration 61Q: 3 clusters Score -5030618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -5030614.000000 Penalty: 5034.436523
	Iteration 62Q: 3 clusters Score -5030614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -5030620.500000 Penalty: 5034.436523
	Iteration 63Q: 3 clusters Score -5030620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -5030629.500000 Penalty: 5034.436523
	Iteration 64Q: 3 clusters Score -5030630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5030634.500000 Penalty: 5034.436523
	Iteration 65Q: 3 clusters Score -5030634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -5030631.000000 Penalty: 5034.436523
	Iteration 66Q: 3 clusters Score -5030631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -5030635.000000 Penalty: 5034.436523
	Iteration 67Q: 3 clusters Score -5030635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -5030639.000000 Penalty: 5034.436523
	Iteration 68Q: 3 clusters Score -5030639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5030642.000000 Penalty: 5034.436523
	Iteration 69Q: 3 clusters Score -5030642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -5030640.000000 Penalty: 5034.436523
	Iteration 70Q: 3 clusters Score -5030640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -5030638.500000 Penalty: 5034.436523
	Iteration 71Q: 3 clusters Score -5030638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5030643.500000 Penalty: 5034.436523
	Iteration 72Q: 3 clusters Score -5030644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -5030639.500000 Penalty: 5034.436523
	Iteration 73Q: 3 clusters Score -5030640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -5030622.500000 Penalty: 5034.436523
	Iteration 74Q: 3 clusters Score -5030622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -5030627.500000 Penalty: 5034.436523
	Iteration 75Q: 3 clusters Score -5030628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -5030631.000000 Penalty: 5034.436523
	Iteration 76Q: 3 clusters Score -5030631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -5030638.000000 Penalty: 5034.436523
	Iteration 77Q: 3 clusters Score -5030638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -5030634.000000 Penalty: 5034.436523
	Iteration 78Q: 3 clusters Score -5030634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -5030636.500000 Penalty: 5034.436523
	Iteration 79Q: 3 clusters Score -5030636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -5030635.000000 Penalty: 5034.436523
	Iteration 80F: 3 clusters Score -5030635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -5030639.500000 Penalty: 5034.436523
	Iteration 81Q: 3 clusters Score -5030640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -5030643.500000 Penalty: 5034.436523
	Iteration 82Q: 3 clusters Score -5030644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -5030643.500000 Penalty: 5034.436523
	Iteration 83F: 3 clusters Score -5030644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -413423.937500 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -413423.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -410658.125000 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -410658.1 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -411303.937500 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -411303.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -411606.812500 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -411606.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -411855.500000 Penalty: 3832.857422
	Iteration 3F: 3 clusters Score -411855.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -412033.093750 Penalty: 3832.857422
	Iteration 4F: 3 clusters Score -412033.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -412136.250000 Penalty: 3832.857422
	Iteration 5Q: 3 clusters Score -412136.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -412219.843750 Penalty: 3832.857422
	Iteration 6Q: 3 clusters Score -412219.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -412293.187500 Penalty: 3832.857422
	Iteration 7Q: 3 clusters Score -412293.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -412356.312500 Penalty: 3832.857422
	Iteration 8Q: 3 clusters Score -412356.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -412400.812500 Penalty: 3832.857422
	Iteration 9Q: 3 clusters Score -412400.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -412427.312500 Penalty: 3832.857422
	Iteration 10Q: 3 clusters Score -412427.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -412440.156250 Penalty: 3832.857422
	Iteration 11Q: 3 clusters Score -412440.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -412445.062500 Penalty: 3832.857422
	Iteration 12Q: 3 clusters Score -412445.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -412450.406250 Penalty: 3832.857422
	Iteration 13Q: 3 clusters Score -412450.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -412458.281250 Penalty: 3832.857422
	Iteration 14Q: 3 clusters Score -412458.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -412463.125000 Penalty: 3832.857422
	Iteration 15Q: 3 clusters Score -412463.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -412465.062500 Penalty: 3832.857422
	Iteration 16Q: 3 clusters Score -412465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -412466.781250 Penalty: 3832.857422
	Iteration 17Q: 3 clusters Score -412466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -412467.968750 Penalty: 3832.857422
	Iteration 18Q: 3 clusters Score -412468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -412470.093750 Penalty: 3832.857422
	Iteration 19Q: 3 clusters Score -412470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -412472.093750 Penalty: 3832.857422
	Iteration 20F: 3 clusters Score -412472.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -158762.312500 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -158762.3 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 459 members 
Entering Unmasked Estep 
Score: -156978.968750 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -156979 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -157418.296875 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -157418.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -157628.078125 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -157628.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -157736.062500 Penalty: 3408.575439
	Iteration 3F: 3 clusters Score -157736.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -157834.687500 Penalty: 3408.575439
	Iteration 4Q: 3 clusters Score -157834.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -157894.609375 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -157894.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -157956.375000 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -157956.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158017.296875 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -158017.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -158080.125000 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -158080.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -158107.312500 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -158107.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158127.156250 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -158127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -158136.656250 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -158136.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -158143.593750 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -158143.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -158155.718750 Penalty: 3408.575439
	Iteration 13Q: 3 clusters Score -158155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -158158.609375 Penalty: 3408.575439
	Iteration 14Q: 3 clusters Score -158158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -158164.187500 Penalty: 3408.575439
	Iteration 15Q: 3 clusters Score -158164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -158167.156250 Penalty: 3408.575439
	Iteration 16Q: 3 clusters Score -158167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -158172.796875 Penalty: 3408.575439
	Iteration 17Q: 3 clusters Score -158172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -158179.375000 Penalty: 3408.575439
	Iteration 18Q: 3 clusters Score -158179.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -158188.781250 Penalty: 3408.575439
	Iteration 19Q: 3 clusters Score -158188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -158207.625000 Penalty: 3408.575439
	Iteration 20F: 3 clusters Score -158207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -158237.312500 Penalty: 3408.575439
	Iteration 21Q: 3 clusters Score -158237.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -158273.609375 Penalty: 3408.575439
	Iteration 22Q: 3 clusters Score -158273.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -158288.781250 Penalty: 3408.575439
	Iteration 23Q: 3 clusters Score -158288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -158311.375000 Penalty: 3408.575439
	Iteration 24Q: 3 clusters Score -158311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -158322.312500 Penalty: 3408.575439
	Iteration 25Q: 3 clusters Score -158322.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -158339.890625 Penalty: 3408.575439
	Iteration 26Q: 3 clusters Score -158339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -158355.125000 Penalty: 3408.575439
	Iteration 27Q: 3 clusters Score -158355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -158363.234375 Penalty: 3408.575439
	Iteration 28Q: 3 clusters Score -158363.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -158380.046875 Penalty: 3408.575439
	Iteration 29Q: 3 clusters Score -158380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -158388.906250 Penalty: 3408.575439
	Iteration 30Q: 3 clusters Score -158388.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -158388.906250 Penalty: 3408.575439
	Iteration 31F: 3 clusters Score -158388.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -134291.968750 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -134292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -132544.281250 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -132544.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -132759.359375 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -132759.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -132866.593750 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -132866.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -132941.531250 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -132941.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -132994.156250 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -132994.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -133044.828125 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -133044.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -133102.343750 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -133102.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -133159.156250 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -133159.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -133217.906250 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -133217.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -133256.187500 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -133256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -133275.687500 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -133275.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -133293.031250 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -133293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -133301.421875 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -133301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -133306.234375 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -133306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -133314.281250 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -133314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -133325.468750 Penalty: 3276.898682
	Iteration 15Q: 3 clusters Score -133325.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -133337.343750 Penalty: 3276.898682
	Iteration 16Q: 3 clusters Score -133337.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -133352.031250 Penalty: 3276.898682
	Iteration 17Q: 3 clusters Score -133352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -133368.375000 Penalty: 3276.898682
	Iteration 18Q: 3 clusters Score -133368.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -133395.765625 Penalty: 3276.898682
	Iteration 19Q: 3 clusters Score -133395.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -133414.906250 Penalty: 3276.898682
	Iteration 20F: 3 clusters Score -133414.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -133436.843750 Penalty: 3276.898682
	Iteration 21Q: 3 clusters Score -133436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -133451.187500 Penalty: 3276.898682
	Iteration 22Q: 3 clusters Score -133451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -133476.468750 Penalty: 3276.898682
	Iteration 23Q: 3 clusters Score -133476.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -133518.812500 Penalty: 3276.898682
	Iteration 24Q: 3 clusters Score -133518.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -133607.093750 Penalty: 3276.898682
	Iteration 25Q: 3 clusters Score -133607.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -133743.578125 Penalty: 3276.898682
	Iteration 26Q: 3 clusters Score -133743.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -133823.203125 Penalty: 3276.898682
	Iteration 27Q: 3 clusters Score -133823.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -133909.515625 Penalty: 3276.898682
	Iteration 28Q: 3 clusters Score -133909.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -133937.375000 Penalty: 3276.898682
	Iteration 29Q: 3 clusters Score -133937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -133945.796875 Penalty: 3276.898682
	Iteration 30Q: 3 clusters Score -133945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -133948.046875 Penalty: 3276.898682
	Iteration 31Q: 3 clusters Score -133948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -133948.046875 Penalty: 3276.898682
	Iteration 32F: 3 clusters Score -133948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Entering Unmasked Estep 
Score: -337633.031250 Penalty: 1881.149658
	Iteration 0F: 2 clusters Score -337633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -335070.843750 Penalty: 3762.299316
	Iteration 0F: 3 clusters Score -335070.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -335820.375000 Penalty: 3762.299316
	Iteration 1F: 3 clusters Score -335820.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -336210.781250 Penalty: 3762.299316
	Iteration 2F: 3 clusters Score -336210.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -336630.062500 Penalty: 3762.299316
	Iteration 3F: 3 clusters Score -336630.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -337184.750000 Penalty: 3762.299316
	Iteration 4F: 3 clusters Score -337184.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -337842.031250 Penalty: 3762.299316
	Iteration 5F: 3 clusters Score -337842 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -338263.125000 Penalty: 3762.299316
	Iteration 6F: 3 clusters Score -338263.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -338363.531250 Penalty: 3762.299316
	Iteration 7Q: 3 clusters Score -338363.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -338401.125000 Penalty: 3762.299316
	Iteration 8Q: 3 clusters Score -338401.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -338422.375000 Penalty: 3762.299316
	Iteration 9Q: 3 clusters Score -338422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -338433.687500 Penalty: 3762.299316
	Iteration 10Q: 3 clusters Score -338433.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -338438.625000 Penalty: 3762.299316
	Iteration 11Q: 3 clusters Score -338438.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -338441.593750 Penalty: 3762.299316
	Iteration 12Q: 3 clusters Score -338441.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -338444.593750 Penalty: 3762.299316
	Iteration 13Q: 3 clusters Score -338444.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -338444.593750 Penalty: 3762.299316
	Iteration 14F: 3 clusters Score -338444.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 24658 members 
Mstep: Class 3 contains 1205 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 4984 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 18341 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14569 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 10158 members 
Mstep: Class 19 contains 42000 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4923 members 
Mstep: Class 27 contains 29913 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14860 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 20986 members 
Mstep: Class 33 contains 2649 members 
Mstep: Class 34 contains 12197 members 
Mstep: Class 35 contains 25593 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1156 members 
Mstep: Class 40 contains 33043 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14683 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2417 members 
Mstep: Class 49 contains 39892 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 755 members 
Mstep: Class 52 contains 15941 members 
Mstep: Class 53 contains 2384 members 
Mstep: Class 54 contains 27208 members 
Mstep: Class 55 contains 813 members 
Entering Unmasked Estep 
Score: -84233208.000000 Penalty: 177084.234375
Splitting cluster 39 changes total score from -84233704.000000 to -84233208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (33043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Entering Unmasked Estep 
Score: -6496816.500000 Penalty: 2580.580078
	Iteration 0F: 2 clusters Score -6496816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -6479871.000000 Penalty: 5161.160156
	Iteration 0F: 3 clusters Score -6479871 nChanged 15056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -6487921.000000 Penalty: 5161.160156
	Iteration 1F: 3 clusters Score -6487921 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -6488378.500000 Penalty: 5161.160156
	Iteration 2Q: 3 clusters Score -6488378 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -6488795.500000 Penalty: 5161.160156
	Iteration 3Q: 3 clusters Score -6488796 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -6489282.500000 Penalty: 5161.160156
	Iteration 4Q: 3 clusters Score -6489282 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -6489766.500000 Penalty: 5161.160156
	Iteration 5Q: 3 clusters Score -6489766 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -6490133.500000 Penalty: 5161.160156
	Iteration 6Q: 3 clusters Score -6490134 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -6490667.500000 Penalty: 5161.160156
	Iteration 7F: 3 clusters Score -6490668 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -6490979.500000 Penalty: 5161.160156
	Iteration 8F: 3 clusters Score -6490980 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -6491627.000000 Penalty: 5161.160156
	Iteration 9Q: 3 clusters Score -6491627 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -6492409.500000 Penalty: 5161.160156
	Iteration 10Q: 3 clusters Score -6492410 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -6493240.000000 Penalty: 5161.160156
	Iteration 11Q: 3 clusters Score -6493240 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -6493842.500000 Penalty: 5161.160156
	Iteration 12Q: 3 clusters Score -6493842 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -6494335.500000 Penalty: 5161.160156
	Iteration 13Q: 3 clusters Score -6494336 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -6494925.000000 Penalty: 5161.160156
	Iteration 14Q: 3 clusters Score -6494925 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -6495710.000000 Penalty: 5161.160156
	Iteration 15Q: 3 clusters Score -6495710 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -6496397.500000 Penalty: 5161.160156
	Iteration 16Q: 3 clusters Score -6496398 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -6497007.500000 Penalty: 5161.160156
	Iteration 17Q: 3 clusters Score -6497008 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -6497503.500000 Penalty: 5161.160156
	Iteration 18Q: 3 clusters Score -6497504 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -6497960.000000 Penalty: 5161.160156
	Iteration 19Q: 3 clusters Score -6497960 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -6498330.500000 Penalty: 5161.160156
	Iteration 20F: 3 clusters Score -6498330 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -6498609.500000 Penalty: 5161.160156
	Iteration 21Q: 3 clusters Score -6498610 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -6498722.500000 Penalty: 5161.160156
	Iteration 22Q: 3 clusters Score -6498722 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -6498826.000000 Penalty: 5161.160156
	Iteration 23Q: 3 clusters Score -6498826 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -6498906.500000 Penalty: 5161.160156
	Iteration 24Q: 3 clusters Score -6498906 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -6498988.000000 Penalty: 5161.160156
	Iteration 25Q: 3 clusters Score -6498988 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -6499061.000000 Penalty: 5161.160156
	Iteration 26Q: 3 clusters Score -6499061 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -6499092.000000 Penalty: 5161.160156
	Iteration 27Q: 3 clusters Score -6499092 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -6499101.000000 Penalty: 5161.160156
	Iteration 28Q: 3 clusters Score -6499101 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -6499105.500000 Penalty: 5161.160156
	Iteration 29Q: 3 clusters Score -6499106 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -6499115.500000 Penalty: 5161.160156
	Iteration 30Q: 3 clusters Score -6499116 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -6499124.500000 Penalty: 5161.160156
	Iteration 31Q: 3 clusters Score -6499124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -6499132.500000 Penalty: 5161.160156
	Iteration 32Q: 3 clusters Score -6499132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -6499123.000000 Penalty: 5161.160156
	Iteration 33Q: 3 clusters Score -6499123 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -6499112.000000 Penalty: 5161.160156
	Iteration 34Q: 3 clusters Score -6499112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -6499134.500000 Penalty: 5161.160156
	Iteration 35Q: 3 clusters Score -6499134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -6499135.500000 Penalty: 5161.160156
	Iteration 36Q: 3 clusters Score -6499136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -6499125.500000 Penalty: 5161.160156
	Iteration 37Q: 3 clusters Score -6499126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -6499121.500000 Penalty: 5161.160156
	Iteration 38Q: 3 clusters Score -6499122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -6499112.500000 Penalty: 5161.160156
	Iteration 39Q: 3 clusters Score -6499112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -6499112.000000 Penalty: 5161.160156
	Iteration 40F: 3 clusters Score -6499112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -6499121.000000 Penalty: 5161.160156
	Iteration 41Q: 3 clusters Score -6499121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -6499135.000000 Penalty: 5161.160156
	Iteration 42Q: 3 clusters Score -6499135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -6499136.000000 Penalty: 5161.160156
	Iteration 43Q: 3 clusters Score -6499136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -6499135.500000 Penalty: 5161.160156
	Iteration 44Q: 3 clusters Score -6499136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -6499141.000000 Penalty: 5161.160156
	Iteration 45Q: 3 clusters Score -6499141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -6499133.000000 Penalty: 5161.160156
	Iteration 46Q: 3 clusters Score -6499133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -6499140.500000 Penalty: 5161.160156
	Iteration 47Q: 3 clusters Score -6499140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -6499139.000000 Penalty: 5161.160156
	Iteration 48Q: 3 clusters Score -6499139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -6499140.500000 Penalty: 5161.160156
	Iteration 49Q: 3 clusters Score -6499140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -6499130.000000 Penalty: 5161.160156
	Iteration 50Q: 3 clusters Score -6499130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -6499132.000000 Penalty: 5161.160156
	Iteration 51Q: 3 clusters Score -6499132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -6499124.500000 Penalty: 5161.160156
	Iteration 52Q: 3 clusters Score -6499124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -6499130.500000 Penalty: 5161.160156
	Iteration 53Q: 3 clusters Score -6499130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -6499132.000000 Penalty: 5161.160156
	Iteration 54Q: 3 clusters Score -6499132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -6499134.500000 Penalty: 5161.160156
	Iteration 55Q: 3 clusters Score -6499134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -6499123.500000 Penalty: 5161.160156
	Iteration 56Q: 3 clusters Score -6499124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -6499109.500000 Penalty: 5161.160156
	Iteration 57Q: 3 clusters Score -6499110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -6499121.500000 Penalty: 5161.160156
	Iteration 58Q: 3 clusters Score -6499122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -6499131.500000 Penalty: 5161.160156
	Iteration 59Q: 3 clusters Score -6499132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -6499117.500000 Penalty: 5161.160156
	Iteration 60F: 3 clusters Score -6499118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -6499127.500000 Penalty: 5161.160156
	Iteration 61Q: 3 clusters Score -6499128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -6499114.000000 Penalty: 5161.160156
	Iteration 62Q: 3 clusters Score -6499114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -6499106.000000 Penalty: 5161.160156
	Iteration 63Q: 3 clusters Score -6499106 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -6499096.500000 Penalty: 5161.160156
	Iteration 64Q: 3 clusters Score -6499096 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -6499092.000000 Penalty: 5161.160156
	Iteration 65Q: 3 clusters Score -6499092 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -6499094.500000 Penalty: 5161.160156
	Iteration 66Q: 3 clusters Score -6499094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -6499082.500000 Penalty: 5161.160156
	Iteration 67Q: 3 clusters Score -6499082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -6499061.500000 Penalty: 5161.160156
	Iteration 68Q: 3 clusters Score -6499062 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -6499068.000000 Penalty: 5161.160156
	Iteration 69Q: 3 clusters Score -6499068 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -6499065.000000 Penalty: 5161.160156
	Iteration 70Q: 3 clusters Score -6499065 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -6499049.000000 Penalty: 5161.160156
	Iteration 71Q: 3 clusters Score -6499049 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -6499052.500000 Penalty: 5161.160156
	Iteration 72Q: 3 clusters Score -6499052 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -6499032.500000 Penalty: 5161.160156
	Iteration 73Q: 3 clusters Score -6499032 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -6499040.000000 Penalty: 5161.160156
	Iteration 74Q: 3 clusters Score -6499040 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -6499029.000000 Penalty: 5161.160156
	Iteration 75Q: 3 clusters Score -6499029 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -6499034.000000 Penalty: 5161.160156
	Iteration 76Q: 3 clusters Score -6499034 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -6499030.500000 Penalty: 5161.160156
	Iteration 77Q: 3 clusters Score -6499030 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -6498996.500000 Penalty: 5161.160156
	Iteration 78Q: 3 clusters Score -6498996 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -6499000.000000 Penalty: 5161.160156
	Iteration 79Q: 3 clusters Score -6499000 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -6498994.000000 Penalty: 5161.160156
	Iteration 80F: 3 clusters Score -6498994 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -6498998.000000 Penalty: 5161.160156
	Iteration 81Q: 3 clusters Score -6498998 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -6498992.500000 Penalty: 5161.160156
	Iteration 82Q: 3 clusters Score -6498992 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -6498978.500000 Penalty: 5161.160156
	Iteration 83Q: 3 clusters Score -6498978 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -6498970.000000 Penalty: 5161.160156
	Iteration 84Q: 3 clusters Score -6498970 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -6498967.500000 Penalty: 5161.160156
	Iteration 85Q: 3 clusters Score -6498968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -6498951.000000 Penalty: 5161.160156
	Iteration 86Q: 3 clusters Score -6498951 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -6498955.500000 Penalty: 5161.160156
	Iteration 87Q: 3 clusters Score -6498956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -6498970.500000 Penalty: 5161.160156
	Iteration 88Q: 3 clusters Score -6498970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -6498952.500000 Penalty: 5161.160156
	Iteration 89Q: 3 clusters Score -6498952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -6498959.500000 Penalty: 5161.160156
	Iteration 90Q: 3 clusters Score -6498960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -6498954.500000 Penalty: 5161.160156
	Iteration 91Q: 3 clusters Score -6498954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -6498949.500000 Penalty: 5161.160156
	Iteration 92Q: 3 clusters Score -6498950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -6498954.000000 Penalty: 5161.160156
	Iteration 93Q: 3 clusters Score -6498954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -6498969.000000 Penalty: 5161.160156
	Iteration 94Q: 3 clusters Score -6498969 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -6498982.500000 Penalty: 5161.160156
	Iteration 95Q: 3 clusters Score -6498982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -6498969.500000 Penalty: 5161.160156
	Iteration 96Q: 3 clusters Score -6498970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -6498957.000000 Penalty: 5161.160156
	Iteration 97Q: 3 clusters Score -6498957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -6498957.000000 Penalty: 5161.160156
	Iteration 98Q: 3 clusters Score -6498957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -6498960.500000 Penalty: 5161.160156
	Iteration 99Q: 3 clusters Score -6498960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -6498954.000000 Penalty: 5161.160156
	Iteration 100F: 3 clusters Score -6498954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -6498951.500000 Penalty: 5161.160156
	Iteration 101Q: 3 clusters Score -6498952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -6498946.000000 Penalty: 5161.160156
	Iteration 102Q: 3 clusters Score -6498946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -6498939.000000 Penalty: 5161.160156
	Iteration 103Q: 3 clusters Score -6498939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -6498942.500000 Penalty: 5161.160156
	Iteration 104Q: 3 clusters Score -6498942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -6498941.500000 Penalty: 5161.160156
	Iteration 105Q: 3 clusters Score -6498942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -6498942.500000 Penalty: 5161.160156
	Iteration 106Q: 3 clusters Score -6498942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -6498955.000000 Penalty: 5161.160156
	Iteration 107Q: 3 clusters Score -6498955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -6498946.000000 Penalty: 5161.160156
	Iteration 108Q: 3 clusters Score -6498946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -6498941.500000 Penalty: 5161.160156
	Iteration 109Q: 3 clusters Score -6498942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -6498940.500000 Penalty: 5161.160156
	Iteration 110Q: 3 clusters Score -6498940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -6498935.500000 Penalty: 5161.160156
	Iteration 111Q: 3 clusters Score -6498936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -6498947.500000 Penalty: 5161.160156
	Iteration 112Q: 3 clusters Score -6498948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -6498939.500000 Penalty: 5161.160156
	Iteration 113Q: 3 clusters Score -6498940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -6498939.000000 Penalty: 5161.160156
	Iteration 114Q: 3 clusters Score -6498939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -6498928.500000 Penalty: 5161.160156
	Iteration 115Q: 3 clusters Score -6498928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -6498931.000000 Penalty: 5161.160156
	Iteration 116Q: 3 clusters Score -6498931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -6498923.000000 Penalty: 5161.160156
	Iteration 117Q: 3 clusters Score -6498923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -6498923.000000 Penalty: 5161.160156
	Iteration 118Q: 3 clusters Score -6498923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -6498918.500000 Penalty: 5161.160156
	Iteration 119Q: 3 clusters Score -6498918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -6498929.500000 Penalty: 5161.160156
	Iteration 120F: 3 clusters Score -6498930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -6498930.000000 Penalty: 5161.160156
	Iteration 121Q: 3 clusters Score -6498930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -6498931.000000 Penalty: 5161.160156
	Iteration 122Q: 3 clusters Score -6498931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -6498935.500000 Penalty: 5161.160156
	Iteration 123Q: 3 clusters Score -6498936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -6498931.500000 Penalty: 5161.160156
	Iteration 124Q: 3 clusters Score -6498932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -6498935.500000 Penalty: 5161.160156
	Iteration 125Q: 3 clusters Score -6498936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -6498935.500000 Penalty: 5161.160156
	Iteration 126F: 3 clusters Score -6498936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 24658 members 
Mstep: Class 3 contains 1205 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 4984 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 18341 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14569 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 10158 members 
Mstep: Class 19 contains 42000 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4923 members 
Mstep: Class 27 contains 29913 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14860 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 20986 members 
Mstep: Class 33 contains 2649 members 
Mstep: Class 34 contains 12197 members 
Mstep: Class 35 contains 25593 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 15300 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14683 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2417 members 
Mstep: Class 49 contains 39892 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 755 members 
Mstep: Class 52 contains 15941 members 
Mstep: Class 53 contains 2384 members 
Mstep: Class 54 contains 27208 members 
Mstep: Class 55 contains 17743 members 
Entering Unmasked Estep 
Score: -84235512.000000 Penalty: 177084.234375
Splitting cluster 40 changes total score from -84233704.000000 to -84235512.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 41 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -24916.033203 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -24916.03 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 112 members 
Entering Unmasked Estep 
Score: -23855.156250 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -23855.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24111.089844 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24111.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24177.314453 Penalty: 2695.126221
	Iteration 2F: 3 clusters Score -24177.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24231.218750 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24231.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24286.302734 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -24286.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24319.992188 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -24319.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24366.060547 Penalty: 2695.126221
	Iteration 6Q: 3 clusters Score -24366.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24375.455078 Penalty: 2695.126221
	Iteration 7Q: 3 clusters Score -24375.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24375.455078 Penalty: 2695.126221
	Iteration 8F: 3 clusters Score -24375.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -64732.070312 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -64732.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -63385.394531 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -63385.39 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -63577.996094 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -63578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63663.601562 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -63663.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -63712.378906 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -63712.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -63750.421875 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -63750.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -63762.816406 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -63762.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -63777.929688 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -63777.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -63783.531250 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -63783.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -63784.949219 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -63784.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -63794.988281 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -63794.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -63804.882812 Penalty: 3030.186768
	Iteration 10Q: 3 clusters Score -63804.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -63804.882812 Penalty: 3030.186768
	Iteration 11F: 3 clusters Score -63804.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Entering Unmasked Estep 
Score: -3146874.750000 Penalty: 2379.422363
	Iteration 0F: 2 clusters Score -3146875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3136640.500000 Penalty: 4758.844727
	Iteration 0F: 3 clusters Score -3136640 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3140012.750000 Penalty: 4758.844727
	Iteration 1F: 3 clusters Score -3140013 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -3140417.500000 Penalty: 4758.844727
	Iteration 2F: 3 clusters Score -3140418 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3140829.250000 Penalty: 4758.844727
	Iteration 3F: 3 clusters Score -3140829 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -3141228.500000 Penalty: 4758.844727
	Iteration 4Q: 3 clusters Score -3141228 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3141651.250000 Penalty: 4758.844727
	Iteration 5F: 3 clusters Score -3141651 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -3142152.750000 Penalty: 4758.844727
	Iteration 6F: 3 clusters Score -3142153 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3142789.500000 Penalty: 4758.844727
	Iteration 7F: 3 clusters Score -3142790 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -3143438.000000 Penalty: 4758.844727
	Iteration 8F: 3 clusters Score -3143438 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3143912.500000 Penalty: 4758.844727
	Iteration 9Q: 3 clusters Score -3143912 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3144195.250000 Penalty: 4758.844727
	Iteration 10Q: 3 clusters Score -3144195 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3144419.000000 Penalty: 4758.844727
	Iteration 11Q: 3 clusters Score -3144419 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3144552.500000 Penalty: 4758.844727
	Iteration 12Q: 3 clusters Score -3144552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3144629.500000 Penalty: 4758.844727
	Iteration 13Q: 3 clusters Score -3144630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3144677.500000 Penalty: 4758.844727
	Iteration 14Q: 3 clusters Score -3144678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3144706.500000 Penalty: 4758.844727
	Iteration 15Q: 3 clusters Score -3144706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3144733.000000 Penalty: 4758.844727
	Iteration 16Q: 3 clusters Score -3144733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3144750.000000 Penalty: 4758.844727
	Iteration 17Q: 3 clusters Score -3144750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3144757.250000 Penalty: 4758.844727
	Iteration 18Q: 3 clusters Score -3144757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3144765.500000 Penalty: 4758.844727
	Iteration 19Q: 3 clusters Score -3144766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3144770.500000 Penalty: 4758.844727
	Iteration 20F: 3 clusters Score -3144770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3144783.000000 Penalty: 4758.844727
	Iteration 21Q: 3 clusters Score -3144783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3144783.500000 Penalty: 4758.844727
	Iteration 22Q: 3 clusters Score -3144784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3144789.750000 Penalty: 4758.844727
	Iteration 23Q: 3 clusters Score -3144790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3144789.750000 Penalty: 4758.844727
	Iteration 24Q: 3 clusters Score -3144790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3144795.500000 Penalty: 4758.844727
	Iteration 25Q: 3 clusters Score -3144796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3144796.500000 Penalty: 4758.844727
	Iteration 26Q: 3 clusters Score -3144796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3144797.500000 Penalty: 4758.844727
	Iteration 27Q: 3 clusters Score -3144798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3144803.000000 Penalty: 4758.844727
	Iteration 28Q: 3 clusters Score -3144803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3144807.500000 Penalty: 4758.844727
	Iteration 29Q: 3 clusters Score -3144808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3144806.000000 Penalty: 4758.844727
	Iteration 30Q: 3 clusters Score -3144806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3144809.000000 Penalty: 4758.844727
	Iteration 31Q: 3 clusters Score -3144809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3144809.000000 Penalty: 4758.844727
	Iteration 32F: 3 clusters Score -3144809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -168383.359375 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -168383.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -166546.187500 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -166546.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -166866.859375 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -166866.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -166973.046875 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -166973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -167050.359375 Penalty: 3398.187744
	Iteration 3Q: 3 clusters Score -167050.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -167110.125000 Penalty: 3398.187744
	Iteration 4Q: 3 clusters Score -167110.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -167146.109375 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -167146.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -167167.531250 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -167167.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -167190.093750 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -167190.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -167216.265625 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -167216.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -167240.828125 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -167240.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -167264.171875 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -167264.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -167276.546875 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -167276.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -167297.609375 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -167297.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -167324.328125 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -167324.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -167345.781250 Penalty: 3398.187744
	Iteration 14Q: 3 clusters Score -167345.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -167368.796875 Penalty: 3398.187744
	Iteration 15Q: 3 clusters Score -167368.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -167398.890625 Penalty: 3398.187744
	Iteration 16Q: 3 clusters Score -167398.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -167443.312500 Penalty: 3398.187744
	Iteration 17Q: 3 clusters Score -167443.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -167472.109375 Penalty: 3398.187744
	Iteration 18Q: 3 clusters Score -167472.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -167493.296875 Penalty: 3398.187744
	Iteration 19Q: 3 clusters Score -167493.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -167504.578125 Penalty: 3398.187744
	Iteration 20F: 3 clusters Score -167504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -167506.250000 Penalty: 3398.187744
	Iteration 21Q: 3 clusters Score -167506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -167509.828125 Penalty: 3398.187744
	Iteration 22Q: 3 clusters Score -167509.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -167513.796875 Penalty: 3398.187744
	Iteration 23Q: 3 clusters Score -167513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -167521.625000 Penalty: 3398.187744
	Iteration 24Q: 3 clusters Score -167521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -167524.140625 Penalty: 3398.187744
	Iteration 25Q: 3 clusters Score -167524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -167532.015625 Penalty: 3398.187744
	Iteration 26Q: 3 clusters Score -167532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -167533.968750 Penalty: 3398.187744
	Iteration 27Q: 3 clusters Score -167534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -167535.171875 Penalty: 3398.187744
	Iteration 28Q: 3 clusters Score -167535.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -167535.171875 Penalty: 3398.187744
	Iteration 29F: 3 clusters Score -167535.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38031.203125 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36915.289062 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36915.29 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37102.226562 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37102.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37154.769531 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -37154.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37232.433594 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37232.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37271.660156 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37271.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37281.808594 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -37281.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37310.964844 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -37310.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37336.019531 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -37336.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37369.535156 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -37369.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37377.640625 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -37377.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37382.226562 Penalty: 2778.651123
	Iteration 10Q: 3 clusters Score -37382.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37388.988281 Penalty: 2778.651123
	Iteration 11Q: 3 clusters Score -37388.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37388.988281 Penalty: 2778.651123
	Iteration 12F: 3 clusters Score -37388.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -82565.562500 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -82565.56 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 273 members 
Entering Unmasked Estep 
Score: -81109.046875 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -81109.05 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -81540.992188 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -81540.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81805.750000 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -81805.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81965.921875 Penalty: 3124.278809
	Iteration 3F: 3 clusters Score -81965.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82080.328125 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -82080.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -82125.429688 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -82125.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -82146.867188 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -82146.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -82160.820312 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -82160.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -82182.804688 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -82182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -82196.617188 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -82196.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -82196.617188 Penalty: 3124.278809
	Iteration 10F: 3 clusters Score -82196.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -95885.578125 Penalty: 1551.901611
	Iteration 0F: 2 clusters Score -95885.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -94373.992188 Penalty: 3103.803223
	Iteration 0F: 3 clusters Score -94373.99 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -94557.585938 Penalty: 3103.803223
	Iteration 1F: 3 clusters Score -94557.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -94616.023438 Penalty: 3103.803223
	Iteration 2F: 3 clusters Score -94616.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -94661.835938 Penalty: 3103.803223
	Iteration 3Q: 3 clusters Score -94661.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -94708.632812 Penalty: 3103.803223
	Iteration 4Q: 3 clusters Score -94708.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -94730.781250 Penalty: 3103.803223
	Iteration 5Q: 3 clusters Score -94730.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -94736.414062 Penalty: 3103.803223
	Iteration 6Q: 3 clusters Score -94736.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -94742.023438 Penalty: 3103.803223
	Iteration 7Q: 3 clusters Score -94742.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -94746.250000 Penalty: 3103.803223
	Iteration 8Q: 3 clusters Score -94746.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -94748.437500 Penalty: 3103.803223
	Iteration 9Q: 3 clusters Score -94748.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -94748.437500 Penalty: 3103.803223
	Iteration 10F: 3 clusters Score -94748.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -468718.343750 Penalty: 1931.989990
	Iteration 0F: 2 clusters Score -468718.3 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 1236 members 
Entering Unmasked Estep 
Score: -465836.843750 Penalty: 3863.979980
	Iteration 0F: 3 clusters Score -465836.8 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -466437.937500 Penalty: 3863.979980
	Iteration 1F: 3 clusters Score -466437.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -466603.000000 Penalty: 3863.979980
	Iteration 2F: 3 clusters Score -466603 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -466716.875000 Penalty: 3863.979980
	Iteration 3F: 3 clusters Score -466716.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -466792.468750 Penalty: 3863.979980
	Iteration 4Q: 3 clusters Score -466792.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -466860.562500 Penalty: 3863.979980
	Iteration 5Q: 3 clusters Score -466860.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -466918.625000 Penalty: 3863.979980
	Iteration 6Q: 3 clusters Score -466918.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -466951.062500 Penalty: 3863.979980
	Iteration 7Q: 3 clusters Score -466951.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -466974.687500 Penalty: 3863.979980
	Iteration 8Q: 3 clusters Score -466974.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -466999.593750 Penalty: 3863.979980
	Iteration 9Q: 3 clusters Score -466999.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -467020.656250 Penalty: 3863.979980
	Iteration 10Q: 3 clusters Score -467020.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -467037.437500 Penalty: 3863.979980
	Iteration 11Q: 3 clusters Score -467037.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -467052.062500 Penalty: 3863.979980
	Iteration 12Q: 3 clusters Score -467052.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -467058.343750 Penalty: 3863.979980
	Iteration 13Q: 3 clusters Score -467058.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -467064.781250 Penalty: 3863.979980
	Iteration 14Q: 3 clusters Score -467064.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -467068.500000 Penalty: 3863.979980
	Iteration 15Q: 3 clusters Score -467068.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -467071.375000 Penalty: 3863.979980
	Iteration 16Q: 3 clusters Score -467071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -467071.656250 Penalty: 3863.979980
	Iteration 17Q: 3 clusters Score -467071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -467072.343750 Penalty: 3863.979980
	Iteration 18Q: 3 clusters Score -467072.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -467072.343750 Penalty: 3863.979980
	Iteration 19F: 3 clusters Score -467072.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (39892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Entering Unmasked Estep 
Score: -7788453.500000 Penalty: 2627.294922
	Iteration 0F: 2 clusters Score -7788454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -7765093.500000 Penalty: 5254.589844
	Iteration 0F: 3 clusters Score -7765094 nChanged 18198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -7775036.500000 Penalty: 5254.589844
	Iteration 1F: 3 clusters Score -7775036 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -7775564.000000 Penalty: 5254.589844
	Iteration 2Q: 3 clusters Score -7775564 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -7776110.000000 Penalty: 5254.589844
	Iteration 3Q: 3 clusters Score -7776110 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -7776720.500000 Penalty: 5254.589844
	Iteration 4Q: 3 clusters Score -7776720 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -7777624.500000 Penalty: 5254.589844
	Iteration 5Q: 3 clusters Score -7777624 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -7778855.000000 Penalty: 5254.589844
	Iteration 6F: 3 clusters Score -7778855 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -7780240.000000 Penalty: 5254.589844
	Iteration 7F: 3 clusters Score -7780240 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -7781716.500000 Penalty: 5254.589844
	Iteration 8F: 3 clusters Score -7781716 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -7782924.500000 Penalty: 5254.589844
	Iteration 9F: 3 clusters Score -7782924 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -7783850.000000 Penalty: 5254.589844
	Iteration 10Q: 3 clusters Score -7783850 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -7784461.000000 Penalty: 5254.589844
	Iteration 11Q: 3 clusters Score -7784461 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7784978.000000 Penalty: 5254.589844
	Iteration 12Q: 3 clusters Score -7784978 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7785356.500000 Penalty: 5254.589844
	Iteration 13Q: 3 clusters Score -7785356 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7785670.000000 Penalty: 5254.589844
	Iteration 14Q: 3 clusters Score -7785670 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7785856.500000 Penalty: 5254.589844
	Iteration 15Q: 3 clusters Score -7785856 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7785943.000000 Penalty: 5254.589844
	Iteration 16Q: 3 clusters Score -7785943 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7786000.500000 Penalty: 5254.589844
	Iteration 17Q: 3 clusters Score -7786000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7786067.000000 Penalty: 5254.589844
	Iteration 18Q: 3 clusters Score -7786067 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7786115.000000 Penalty: 5254.589844
	Iteration 19Q: 3 clusters Score -7786115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7786151.000000 Penalty: 5254.589844
	Iteration 20F: 3 clusters Score -7786151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7786171.500000 Penalty: 5254.589844
	Iteration 21Q: 3 clusters Score -7786172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7786184.500000 Penalty: 5254.589844
	Iteration 22Q: 3 clusters Score -7786184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7786192.500000 Penalty: 5254.589844
	Iteration 23Q: 3 clusters Score -7786192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7786200.000000 Penalty: 5254.589844
	Iteration 24Q: 3 clusters Score -7786200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7786211.000000 Penalty: 5254.589844
	Iteration 25Q: 3 clusters Score -7786211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7786220.500000 Penalty: 5254.589844
	Iteration 26Q: 3 clusters Score -7786220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7786240.500000 Penalty: 5254.589844
	Iteration 27Q: 3 clusters Score -7786240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7786229.000000 Penalty: 5254.589844
	Iteration 28Q: 3 clusters Score -7786229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7786241.500000 Penalty: 5254.589844
	Iteration 29Q: 3 clusters Score -7786242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7786239.500000 Penalty: 5254.589844
	Iteration 30Q: 3 clusters Score -7786240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7786247.500000 Penalty: 5254.589844
	Iteration 31Q: 3 clusters Score -7786248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7786241.500000 Penalty: 5254.589844
	Iteration 32Q: 3 clusters Score -7786242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7786241.500000 Penalty: 5254.589844
	Iteration 33F: 3 clusters Score -7786242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -17528.968750 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -17528.97 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 114 members 
Entering Unmasked Estep 
Score: -16607.908203 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -16607.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16886.683594 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -16886.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17010.378906 Penalty: 2688.585449
	Iteration 2F: 3 clusters Score -17010.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17124.810547 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -17124.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17141.132812 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -17141.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17181.724609 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -17181.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17184.914062 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -17184.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17184.914062 Penalty: 2688.585449
	Iteration 7F: 3 clusters Score -17184.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -127887.789062 Penalty: 1643.425903
	Iteration 0F: 2 clusters Score -127887.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -126230.812500 Penalty: 3286.851807
	Iteration 0F: 3 clusters Score -126230.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -126572.640625 Penalty: 3286.851807
	Iteration 1F: 3 clusters Score -126572.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -126685.132812 Penalty: 3286.851807
	Iteration 2F: 3 clusters Score -126685.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -126787.281250 Penalty: 3286.851807
	Iteration 3F: 3 clusters Score -126787.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -126849.296875 Penalty: 3286.851807
	Iteration 4Q: 3 clusters Score -126849.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -126881.875000 Penalty: 3286.851807
	Iteration 5Q: 3 clusters Score -126881.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -126906.554688 Penalty: 3286.851807
	Iteration 6Q: 3 clusters Score -126906.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -126927.812500 Penalty: 3286.851807
	Iteration 7Q: 3 clusters Score -126927.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -126964.507812 Penalty: 3286.851807
	Iteration 8Q: 3 clusters Score -126964.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -126986.804688 Penalty: 3286.851807
	Iteration 9Q: 3 clusters Score -126986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -127003.085938 Penalty: 3286.851807
	Iteration 10Q: 3 clusters Score -127003.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -127014.546875 Penalty: 3286.851807
	Iteration 11Q: 3 clusters Score -127014.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -127015.484375 Penalty: 3286.851807
	Iteration 12Q: 3 clusters Score -127015.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -127016.171875 Penalty: 3286.851807
	Iteration 13Q: 3 clusters Score -127016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -127018.203125 Penalty: 3286.851807
	Iteration 14Q: 3 clusters Score -127018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -127023.187500 Penalty: 3286.851807
	Iteration 15Q: 3 clusters Score -127023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -127026.070312 Penalty: 3286.851807
	Iteration 16Q: 3 clusters Score -127026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -127027.914062 Penalty: 3286.851807
	Iteration 17Q: 3 clusters Score -127027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -127030.875000 Penalty: 3286.851807
	Iteration 18Q: 3 clusters Score -127030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -127036.531250 Penalty: 3286.851807
	Iteration 19Q: 3 clusters Score -127036.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -127038.382812 Penalty: 3286.851807
	Iteration 20F: 3 clusters Score -127038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -127045.265625 Penalty: 3286.851807
	Iteration 21Q: 3 clusters Score -127045.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -127052.976562 Penalty: 3286.851807
	Iteration 22Q: 3 clusters Score -127053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -127054.695312 Penalty: 3286.851807
	Iteration 23Q: 3 clusters Score -127054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -127057.812500 Penalty: 3286.851807
	Iteration 24Q: 3 clusters Score -127057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -127070.937500 Penalty: 3286.851807
	Iteration 25Q: 3 clusters Score -127070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -127083.296875 Penalty: 3286.851807
	Iteration 26Q: 3 clusters Score -127083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -127091.148438 Penalty: 3286.851807
	Iteration 27Q: 3 clusters Score -127091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -127101.976562 Penalty: 3286.851807
	Iteration 28Q: 3 clusters Score -127102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -127125.171875 Penalty: 3286.851807
	Iteration 29Q: 3 clusters Score -127125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -127133.929688 Penalty: 3286.851807
	Iteration 30Q: 3 clusters Score -127133.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -127136.429688 Penalty: 3286.851807
	Iteration 31Q: 3 clusters Score -127136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -127139.531250 Penalty: 3286.851807
	Iteration 32Q: 3 clusters Score -127139.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -127140.734375 Penalty: 3286.851807
	Iteration 33Q: 3 clusters Score -127140.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -127142.539062 Penalty: 3286.851807
	Iteration 34Q: 3 clusters Score -127142.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -127142.968750 Penalty: 3286.851807
	Iteration 35Q: 3 clusters Score -127143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -127142.968750 Penalty: 3286.851807
	Iteration 36F: 3 clusters Score -127143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (15941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Entering Unmasked Estep 
Score: -3433300.750000 Penalty: 2399.809326
	Iteration 0F: 2 clusters Score -3433301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -3422847.000000 Penalty: 4799.618652
	Iteration 0F: 3 clusters Score -3422847 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -3426592.000000 Penalty: 4799.618652
	Iteration 1F: 3 clusters Score -3426592 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3426949.000000 Penalty: 4799.618652
	Iteration 2F: 3 clusters Score -3426949 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3427200.000000 Penalty: 4799.618652
	Iteration 3Q: 3 clusters Score -3427200 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3427385.250000 Penalty: 4799.618652
	Iteration 4Q: 3 clusters Score -3427385 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3427537.000000 Penalty: 4799.618652
	Iteration 5Q: 3 clusters Score -3427537 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -3427718.750000 Penalty: 4799.618652
	Iteration 6Q: 3 clusters Score -3427719 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3427895.750000 Penalty: 4799.618652
	Iteration 7Q: 3 clusters Score -3427896 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3428087.250000 Penalty: 4799.618652
	Iteration 8Q: 3 clusters Score -3428087 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -3428300.250000 Penalty: 4799.618652
	Iteration 9Q: 3 clusters Score -3428300 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3428557.000000 Penalty: 4799.618652
	Iteration 10Q: 3 clusters Score -3428557 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3428829.500000 Penalty: 4799.618652
	Iteration 11Q: 3 clusters Score -3428830 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3429138.500000 Penalty: 4799.618652
	Iteration 12Q: 3 clusters Score -3429138 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3429598.000000 Penalty: 4799.618652
	Iteration 13Q: 3 clusters Score -3429598 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3429981.000000 Penalty: 4799.618652
	Iteration 14Q: 3 clusters Score -3429981 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3430289.000000 Penalty: 4799.618652
	Iteration 15Q: 3 clusters Score -3430289 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3430514.500000 Penalty: 4799.618652
	Iteration 16Q: 3 clusters Score -3430514 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3430670.750000 Penalty: 4799.618652
	Iteration 17Q: 3 clusters Score -3430671 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3430829.250000 Penalty: 4799.618652
	Iteration 18Q: 3 clusters Score -3430829 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3430966.000000 Penalty: 4799.618652
	Iteration 19Q: 3 clusters Score -3430966 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3431073.750000 Penalty: 4799.618652
	Iteration 20F: 3 clusters Score -3431074 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3431138.750000 Penalty: 4799.618652
	Iteration 21Q: 3 clusters Score -3431139 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3431174.000000 Penalty: 4799.618652
	Iteration 22Q: 3 clusters Score -3431174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3431210.750000 Penalty: 4799.618652
	Iteration 23Q: 3 clusters Score -3431211 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3431238.750000 Penalty: 4799.618652
	Iteration 24Q: 3 clusters Score -3431239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3431262.500000 Penalty: 4799.618652
	Iteration 25Q: 3 clusters Score -3431262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3431286.750000 Penalty: 4799.618652
	Iteration 26Q: 3 clusters Score -3431287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3431299.500000 Penalty: 4799.618652
	Iteration 27Q: 3 clusters Score -3431300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3431316.250000 Penalty: 4799.618652
	Iteration 28Q: 3 clusters Score -3431316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3431331.500000 Penalty: 4799.618652
	Iteration 29Q: 3 clusters Score -3431332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3431341.250000 Penalty: 4799.618652
	Iteration 30Q: 3 clusters Score -3431341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3431354.500000 Penalty: 4799.618652
	Iteration 31Q: 3 clusters Score -3431354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3431369.000000 Penalty: 4799.618652
	Iteration 32Q: 3 clusters Score -3431369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3431374.750000 Penalty: 4799.618652
	Iteration 33Q: 3 clusters Score -3431375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3431381.000000 Penalty: 4799.618652
	Iteration 34Q: 3 clusters Score -3431381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3431385.750000 Penalty: 4799.618652
	Iteration 35Q: 3 clusters Score -3431386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3431390.000000 Penalty: 4799.618652
	Iteration 36Q: 3 clusters Score -3431390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3431390.500000 Penalty: 4799.618652
	Iteration 37Q: 3 clusters Score -3431390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3431392.750000 Penalty: 4799.618652
	Iteration 38Q: 3 clusters Score -3431393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3431394.500000 Penalty: 4799.618652
	Iteration 39Q: 3 clusters Score -3431394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3431402.000000 Penalty: 4799.618652
	Iteration 40F: 3 clusters Score -3431402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3431403.500000 Penalty: 4799.618652
	Iteration 41Q: 3 clusters Score -3431404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3431402.500000 Penalty: 4799.618652
	Iteration 42Q: 3 clusters Score -3431402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3431402.500000 Penalty: 4799.618652
	Iteration 43Q: 3 clusters Score -3431402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3431405.750000 Penalty: 4799.618652
	Iteration 44Q: 3 clusters Score -3431406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3431408.250000 Penalty: 4799.618652
	Iteration 45Q: 3 clusters Score -3431408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3431409.750000 Penalty: 4799.618652
	Iteration 46Q: 3 clusters Score -3431410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3431406.250000 Penalty: 4799.618652
	Iteration 47Q: 3 clusters Score -3431406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3431406.250000 Penalty: 4799.618652
	Iteration 48F: 3 clusters Score -3431406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -460751.375000 Penalty: 1928.580688
	Iteration 0F: 2 clusters Score -460751.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -457887.500000 Penalty: 3857.161377
	Iteration 0F: 3 clusters Score -457887.5 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -458481.718750 Penalty: 3857.161377
	Iteration 1F: 3 clusters Score -458481.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -458630.156250 Penalty: 3857.161377
	Iteration 2F: 3 clusters Score -458630.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -458708.250000 Penalty: 3857.161377
	Iteration 3Q: 3 clusters Score -458708.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -458764.218750 Penalty: 3857.161377
	Iteration 4Q: 3 clusters Score -458764.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -458815.843750 Penalty: 3857.161377
	Iteration 5Q: 3 clusters Score -458815.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -458852.281250 Penalty: 3857.161377
	Iteration 6Q: 3 clusters Score -458852.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -458888.562500 Penalty: 3857.161377
	Iteration 7Q: 3 clusters Score -458888.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -458914.843750 Penalty: 3857.161377
	Iteration 8Q: 3 clusters Score -458914.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -458929.750000 Penalty: 3857.161377
	Iteration 9Q: 3 clusters Score -458929.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -458942.875000 Penalty: 3857.161377
	Iteration 10Q: 3 clusters Score -458942.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -458956.656250 Penalty: 3857.161377
	Iteration 11Q: 3 clusters Score -458956.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -458968.000000 Penalty: 3857.161377
	Iteration 12Q: 3 clusters Score -458968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -458975.625000 Penalty: 3857.161377
	Iteration 13Q: 3 clusters Score -458975.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -458979.468750 Penalty: 3857.161377
	Iteration 14Q: 3 clusters Score -458979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -458981.125000 Penalty: 3857.161377
	Iteration 15Q: 3 clusters Score -458981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -458982.625000 Penalty: 3857.161377
	Iteration 16Q: 3 clusters Score -458982.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -458982.531250 Penalty: 3857.161377
	Iteration 17Q: 3 clusters Score -458982.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -458982.531250 Penalty: 3857.161377
	Iteration 18F: 3 clusters Score -458982.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 24658 members 
Mstep: Class 3 contains 1205 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 4984 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 18341 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14569 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 10158 members 
Mstep: Class 19 contains 42000 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4923 members 
Mstep: Class 27 contains 29913 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14860 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 20986 members 
Mstep: Class 33 contains 2649 members 
Mstep: Class 34 contains 12197 members 
Mstep: Class 35 contains 25593 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 15300 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14683 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2417 members 
Mstep: Class 49 contains 39892 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 755 members 
Mstep: Class 52 contains 15941 members 
Mstep: Class 53 contains 2384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84237528.000000 Penalty: 177084.234375
Iteration 119Q: 56 clusters Score -8.423753e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 24960 members 
Mstep: Class 3 contains 1208 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 4987 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5634 members 
Mstep: Class 13 contains 18753 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14574 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 10159 members 
Mstep: Class 19 contains 42032 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4920 members 
Mstep: Class 27 contains 29845 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14844 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 20975 members 
Mstep: Class 33 contains 2637 members 
Mstep: Class 34 contains 11977 members 
Mstep: Class 35 contains 25706 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14708 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2414 members 
Mstep: Class 49 contains 41002 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 757 members 
Mstep: Class 52 contains 15946 members 
Mstep: Class 53 contains 2387 members 
Mstep: Class 54 contains 26229 members 
Mstep: Class 55 contains 17307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238096.000000 Penalty: 177084.234375
Iteration 120F: 56 clusters Score -8.42381e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 24806 members 
Mstep: Class 3 contains 1207 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 5 contains 4989 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5621 members 
Mstep: Class 13 contains 18666 members 
Mstep: Class 14 contains 342 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14574 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 41906 members 
Mstep: Class 20 contains 8237 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4917 members 
Mstep: Class 27 contains 29656 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14834 members 
Mstep: Class 31 contains 2060 members 
Mstep: Class 32 contains 20760 members 
Mstep: Class 33 contains 2626 members 
Mstep: Class 34 contains 11757 members 
Mstep: Class 35 contains 25355 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 966 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 16079 members 
Mstep: Class 41 contains 233 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14745 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2414 members 
Mstep: Class 49 contains 41572 members 
Mstep: Class 50 contains 219 members 
Mstep: Class 51 contains 759 members 
Mstep: Class 52 contains 15941 members 
Mstep: Class 53 contains 2382 members 
Mstep: Class 54 contains 26249 members 
Mstep: Class 55 contains 17558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84237504.000000 Penalty: 177084.234375
Iteration 121Q: 56 clusters Score -8.42375e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 24673 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 4990 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5614 members 
Mstep: Class 13 contains 18624 members 
Mstep: Class 14 contains 343 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14596 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 10004 members 
Mstep: Class 19 contains 41845 members 
Mstep: Class 20 contains 8239 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4916 members 
Mstep: Class 27 contains 29357 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14839 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 20672 members 
Mstep: Class 33 contains 2622 members 
Mstep: Class 34 contains 11545 members 
Mstep: Class 35 contains 25121 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 16765 members 
Mstep: Class 41 contains 235 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 14766 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2410 members 
Mstep: Class 49 contains 42128 members 
Mstep: Class 50 contains 217 members 
Mstep: Class 51 contains 758 members 
Mstep: Class 52 contains 15934 members 
Mstep: Class 53 contains 2391 members 
Mstep: Class 54 contains 26219 members 
Mstep: Class 55 contains 17605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84236976.000000 Penalty: 177084.234375
Iteration 122Q: 56 clusters Score -8.423698e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 24551 members 
Mstep: Class 3 contains 1207 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 4990 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1795 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 18601 members 
Mstep: Class 14 contains 342 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14600 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 41812 members 
Mstep: Class 20 contains 8236 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4918 members 
Mstep: Class 27 contains 29023 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14843 members 
Mstep: Class 31 contains 2063 members 
Mstep: Class 32 contains 20618 members 
Mstep: Class 33 contains 2625 members 
Mstep: Class 34 contains 11331 members 
Mstep: Class 35 contains 24860 members 
Mstep: Class 36 contains 2266 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 17449 members 
Mstep: Class 41 contains 234 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 14782 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 544 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2406 members 
Mstep: Class 49 contains 42627 members 
Mstep: Class 50 contains 219 members 
Mstep: Class 51 contains 756 members 
Mstep: Class 52 contains 15917 members 
Mstep: Class 53 contains 2392 members 
Mstep: Class 54 contains 26232 members 
Mstep: Class 55 contains 17681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84236640.000000 Penalty: 177084.234375
Iteration 123Q: 56 clusters Score -8.423664e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 24437 members 
Mstep: Class 3 contains 1211 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 4990 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1795 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 5586 members 
Mstep: Class 13 contains 18621 members 
Mstep: Class 14 contains 341 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 9937 members 
Mstep: Class 19 contains 41781 members 
Mstep: Class 20 contains 8231 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4921 members 
Mstep: Class 27 contains 28692 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14839 members 
Mstep: Class 31 contains 2063 members 
Mstep: Class 32 contains 20590 members 
Mstep: Class 33 contains 2631 members 
Mstep: Class 34 contains 11122 members 
Mstep: Class 35 contains 24576 members 
Mstep: Class 36 contains 2263 members 
Mstep: Class 37 contains 963 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 18145 members 
Mstep: Class 41 contains 234 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 14801 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 545 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2403 members 
Mstep: Class 49 contains 43020 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 758 members 
Mstep: Class 52 contains 15910 members 
Mstep: Class 53 contains 2389 members 
Mstep: Class 54 contains 26280 members 
Mstep: Class 55 contains 17773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84236304.000000 Penalty: 177084.234375
Iteration 124Q: 56 clusters Score -8.42363e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 24296 members 
Mstep: Class 3 contains 1212 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 4993 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1796 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 5573 members 
Mstep: Class 13 contains 18660 members 
Mstep: Class 14 contains 340 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14615 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 9876 members 
Mstep: Class 19 contains 41733 members 
Mstep: Class 20 contains 8226 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4924 members 
Mstep: Class 27 contains 28416 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 991 members 
Mstep: Class 30 contains 14832 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 20596 members 
Mstep: Class 33 contains 2632 members 
Mstep: Class 34 contains 10906 members 
Mstep: Class 35 contains 24301 members 
Mstep: Class 36 contains 2260 members 
Mstep: Class 37 contains 963 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 18839 members 
Mstep: Class 41 contains 234 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 14832 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 545 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2403 members 
Mstep: Class 49 contains 43344 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 760 members 
Mstep: Class 52 contains 15901 members 
Mstep: Class 53 contains 2385 members 
Mstep: Class 54 contains 26317 members 
Mstep: Class 55 contains 17857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84235984.000000 Penalty: 177084.234375
Iteration 125Q: 56 clusters Score -8.423598e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 24116 members 
Mstep: Class 3 contains 1211 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 4997 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 5572 members 
Mstep: Class 13 contains 18729 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14642 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 9834 members 
Mstep: Class 19 contains 41681 members 
Mstep: Class 20 contains 8215 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 28155 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14833 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 20587 members 
Mstep: Class 33 contains 2627 members 
Mstep: Class 34 contains 10717 members 
Mstep: Class 35 contains 24021 members 
Mstep: Class 36 contains 2263 members 
Mstep: Class 37 contains 963 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 19581 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 14851 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 545 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2403 members 
Mstep: Class 49 contains 43657 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 761 members 
Mstep: Class 52 contains 15876 members 
Mstep: Class 53 contains 2382 members 
Mstep: Class 54 contains 26313 members 
Mstep: Class 55 contains 17976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84235680.000000 Penalty: 177084.234375
Iteration 126Q: 56 clusters Score -8.423568e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 23801 members 
Mstep: Class 3 contains 1214 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 4998 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5564 members 
Mstep: Class 13 contains 18799 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14642 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 41629 members 
Mstep: Class 20 contains 8212 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4923 members 
Mstep: Class 27 contains 27948 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14839 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 20580 members 
Mstep: Class 33 contains 2621 members 
Mstep: Class 34 contains 10537 members 
Mstep: Class 35 contains 23647 members 
Mstep: Class 36 contains 2261 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 20417 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 14881 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2406 members 
Mstep: Class 49 contains 43917 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15869 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 26298 members 
Mstep: Class 55 contains 18202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84235744.000000 Penalty: 177084.234375
Iteration 127Q: 56 clusters Score -8.423574e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 23309 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 4397 members 
Mstep: Class 5 contains 4999 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5557 members 
Mstep: Class 13 contains 18881 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14643 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 9755 members 
Mstep: Class 19 contains 41593 members 
Mstep: Class 20 contains 8220 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 27727 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14825 members 
Mstep: Class 31 contains 2063 members 
Mstep: Class 32 contains 20550 members 
Mstep: Class 33 contains 2619 members 
Mstep: Class 34 contains 10349 members 
Mstep: Class 35 contains 23020 members 
Mstep: Class 36 contains 2259 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 21456 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 14907 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2407 members 
Mstep: Class 49 contains 44139 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15876 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 26311 members 
Mstep: Class 55 contains 18664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84235200.000000 Penalty: 177084.234375
Iteration 128Q: 56 clusters Score -8.42352e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 22601 members 
Mstep: Class 3 contains 1221 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 4998 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5559 members 
Mstep: Class 13 contains 18999 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14648 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 9674 members 
Mstep: Class 19 contains 41538 members 
Mstep: Class 20 contains 8236 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 27560 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14816 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 20514 members 
Mstep: Class 33 contains 2619 members 
Mstep: Class 34 contains 10166 members 
Mstep: Class 35 contains 22348 members 
Mstep: Class 36 contains 2254 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 22531 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 14929 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2407 members 
Mstep: Class 49 contains 44285 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15892 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 26316 members 
Mstep: Class 55 contains 19308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84234888.000000 Penalty: 177084.234375
Iteration 129Q: 56 clusters Score -8.423489e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 22220 members 
Mstep: Class 3 contains 1224 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 4998 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5556 members 
Mstep: Class 13 contains 19143 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14655 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 9622 members 
Mstep: Class 19 contains 41494 members 
Mstep: Class 20 contains 8234 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 4922 members 
Mstep: Class 27 contains 27440 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14818 members 
Mstep: Class 31 contains 2067 members 
Mstep: Class 32 contains 20520 members 
Mstep: Class 33 contains 2616 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 21958 members 
Mstep: Class 36 contains 2252 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 22751 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 14948 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2410 members 
Mstep: Class 49 contains 44366 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15882 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 26320 members 
Mstep: Class 55 contains 20123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84234864.000000 Penalty: 177084.234375
Iteration 130Q: 56 clusters Score -8.423486e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 22280 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 4373 members 
Mstep: Class 5 contains 4997 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5555 members 
Mstep: Class 13 contains 19471 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14652 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 9561 members 
Mstep: Class 19 contains 41451 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 4919 members 
Mstep: Class 27 contains 27344 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14809 members 
Mstep: Class 31 contains 2064 members 
Mstep: Class 32 contains 20506 members 
Mstep: Class 33 contains 2615 members 
Mstep: Class 34 contains 9864 members 
Mstep: Class 35 contains 21855 members 
Mstep: Class 36 contains 2251 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 21912 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 14968 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2412 members 
Mstep: Class 49 contains 44413 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15887 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 26357 members 
Mstep: Class 55 contains 21089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84234648.000000 Penalty: 177084.234375
Iteration 131Q: 56 clusters Score -8.423465e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 22480 members 
Mstep: Class 3 contains 1225 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 5 contains 4999 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5553 members 
Mstep: Class 13 contains 19993 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14657 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 9509 members 
Mstep: Class 19 contains 41402 members 
Mstep: Class 20 contains 8253 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4918 members 
Mstep: Class 27 contains 27277 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14799 members 
Mstep: Class 31 contains 2061 members 
Mstep: Class 32 contains 20494 members 
Mstep: Class 33 contains 2615 members 
Mstep: Class 34 contains 9705 members 
Mstep: Class 35 contains 21815 members 
Mstep: Class 36 contains 2250 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 20526 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 14985 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2413 members 
Mstep: Class 49 contains 44458 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15894 members 
Mstep: Class 53 contains 2376 members 
Mstep: Class 54 contains 26422 members 
Mstep: Class 55 contains 22107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84234784.000000 Penalty: 177084.234375
Iteration 132Q: 56 clusters Score -8.423478e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 22729 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 5 contains 5003 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5544 members 
Mstep: Class 13 contains 20714 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14660 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 41365 members 
Mstep: Class 20 contains 8254 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4916 members 
Mstep: Class 27 contains 27216 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14792 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 20480 members 
Mstep: Class 33 contains 2611 members 
Mstep: Class 34 contains 9555 members 
Mstep: Class 35 contains 21829 members 
Mstep: Class 36 contains 2248 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 19020 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15001 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2413 members 
Mstep: Class 49 contains 44538 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15905 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 26519 members 
Mstep: Class 55 contains 22854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84234288.000000 Penalty: 177084.234375
Iteration 133Q: 56 clusters Score -8.423429e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 22986 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4358 members 
Mstep: Class 5 contains 5004 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 5541 members 
Mstep: Class 13 contains 21660 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14673 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 9466 members 
Mstep: Class 19 contains 41339 members 
Mstep: Class 20 contains 8256 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4914 members 
Mstep: Class 27 contains 27163 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14765 members 
Mstep: Class 31 contains 2053 members 
Mstep: Class 32 contains 20488 members 
Mstep: Class 33 contains 2611 members 
Mstep: Class 34 contains 9418 members 
Mstep: Class 35 contains 21880 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 17730 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15012 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2416 members 
Mstep: Class 49 contains 44613 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15917 members 
Mstep: Class 53 contains 2383 members 
Mstep: Class 54 contains 26551 members 
Mstep: Class 55 contains 23107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84233632.000000 Penalty: 177084.234375
Iteration 134Q: 56 clusters Score -8.423363e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 23193 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 4351 members 
Mstep: Class 5 contains 5003 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 5533 members 
Mstep: Class 13 contains 22740 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14689 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 9456 members 
Mstep: Class 19 contains 41335 members 
Mstep: Class 20 contains 8264 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4916 members 
Mstep: Class 27 contains 27109 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14733 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 20493 members 
Mstep: Class 33 contains 2613 members 
Mstep: Class 34 contains 9267 members 
Mstep: Class 35 contains 21919 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 16536 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15014 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2416 members 
Mstep: Class 49 contains 44705 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15932 members 
Mstep: Class 53 contains 2383 members 
Mstep: Class 54 contains 26500 members 
Mstep: Class 55 contains 23226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84233184.000000 Penalty: 177084.234375
Iteration 135Q: 56 clusters Score -8.423318e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 23363 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 4335 members 
Mstep: Class 5 contains 5006 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5527 members 
Mstep: Class 13 contains 23957 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14709 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 9444 members 
Mstep: Class 19 contains 41335 members 
Mstep: Class 20 contains 8272 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4917 members 
Mstep: Class 27 contains 27045 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14706 members 
Mstep: Class 31 contains 2057 members 
Mstep: Class 32 contains 20513 members 
Mstep: Class 33 contains 2606 members 
Mstep: Class 34 contains 9094 members 
Mstep: Class 35 contains 21966 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 15548 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15021 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2416 members 
Mstep: Class 49 contains 44817 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15934 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 26333 members 
Mstep: Class 55 contains 23132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84232984.000000 Penalty: 177084.234375
Iteration 136Q: 56 clusters Score -8.423298e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 23548 members 
Mstep: Class 3 contains 1237 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 5006 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 5525 members 
Mstep: Class 13 contains 25301 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14720 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 9428 members 
Mstep: Class 19 contains 41341 members 
Mstep: Class 20 contains 8271 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4918 members 
Mstep: Class 27 contains 26999 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14671 members 
Mstep: Class 31 contains 2058 members 
Mstep: Class 32 contains 20512 members 
Mstep: Class 33 contains 2601 members 
Mstep: Class 34 contains 8945 members 
Mstep: Class 35 contains 22038 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14892 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15014 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2416 members 
Mstep: Class 49 contains 44948 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15960 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 26108 members 
Mstep: Class 55 contains 22616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84232568.000000 Penalty: 177084.234375
Iteration 137Q: 56 clusters Score -8.423257e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 23740 members 
Mstep: Class 3 contains 1237 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 5004 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5522 members 
Mstep: Class 13 contains 26866 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14756 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 9412 members 
Mstep: Class 19 contains 41350 members 
Mstep: Class 20 contains 8274 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4916 members 
Mstep: Class 27 contains 26965 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14646 members 
Mstep: Class 31 contains 2058 members 
Mstep: Class 32 contains 20534 members 
Mstep: Class 33 contains 2601 members 
Mstep: Class 34 contains 8803 members 
Mstep: Class 35 contains 22123 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14470 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15010 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2416 members 
Mstep: Class 49 contains 45029 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15970 members 
Mstep: Class 53 contains 2375 members 
Mstep: Class 54 contains 25672 members 
Mstep: Class 55 contains 21862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84232288.000000 Penalty: 177084.234375
Iteration 138Q: 56 clusters Score -8.423229e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 23919 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 5003 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5521 members 
Mstep: Class 13 contains 28658 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14783 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 9388 members 
Mstep: Class 19 contains 41372 members 
Mstep: Class 20 contains 8280 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4913 members 
Mstep: Class 27 contains 26942 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14603 members 
Mstep: Class 31 contains 2058 members 
Mstep: Class 32 contains 20528 members 
Mstep: Class 33 contains 2599 members 
Mstep: Class 34 contains 8686 members 
Mstep: Class 35 contains 22212 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14209 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15008 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2415 members 
Mstep: Class 49 contains 45104 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15988 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 24866 members 
Mstep: Class 55 contains 21115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84231960.000000 Penalty: 177084.234375
Iteration 139Q: 56 clusters Score -8.423196e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 24112 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 4284 members 
Mstep: Class 5 contains 5005 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 5520 members 
Mstep: Class 13 contains 30471 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14808 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 9359 members 
Mstep: Class 19 contains 41384 members 
Mstep: Class 20 contains 8277 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4911 members 
Mstep: Class 27 contains 26919 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14578 members 
Mstep: Class 31 contains 2061 members 
Mstep: Class 32 contains 20517 members 
Mstep: Class 33 contains 2598 members 
Mstep: Class 34 contains 8577 members 
Mstep: Class 35 contains 22302 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14094 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15008 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2418 members 
Mstep: Class 49 contains 45127 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 16003 members 
Mstep: Class 53 contains 2376 members 
Mstep: Class 54 contains 23878 members 
Mstep: Class 55 contains 20447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84232304.000000 Penalty: 177084.234375
Iteration 140F: 56 clusters Score -8.42323e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 23903 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 4272 members 
Mstep: Class 5 contains 5007 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 5514 members 
Mstep: Class 13 contains 32384 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14823 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 9322 members 
Mstep: Class 19 contains 41382 members 
Mstep: Class 20 contains 8284 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4908 members 
Mstep: Class 27 contains 26899 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14562 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 20515 members 
Mstep: Class 33 contains 2596 members 
Mstep: Class 34 contains 8487 members 
Mstep: Class 35 contains 22036 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14307 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15013 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2418 members 
Mstep: Class 49 contains 44946 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 16013 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 22848 members 
Mstep: Class 55 contains 20318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84233360.000000 Penalty: 177084.234375
Iteration 141Q: 56 clusters Score -8.423336e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 23670 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 4268 members 
Mstep: Class 5 contains 5006 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5508 members 
Mstep: Class 13 contains 34035 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14833 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 9284 members 
Mstep: Class 19 contains 41373 members 
Mstep: Class 20 contains 8299 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4907 members 
Mstep: Class 27 contains 26857 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14556 members 
Mstep: Class 31 contains 2063 members 
Mstep: Class 32 contains 20508 members 
Mstep: Class 33 contains 2598 members 
Mstep: Class 34 contains 8395 members 
Mstep: Class 35 contains 21774 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14604 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15025 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2418 members 
Mstep: Class 49 contains 44619 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 16006 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 22152 members 
Mstep: Class 55 contains 20206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84234560.000000 Penalty: 177084.234375
Iteration 142Q: 56 clusters Score -8.423456e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 23374 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 4265 members 
Mstep: Class 5 contains 5006 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5502 members 
Mstep: Class 13 contains 35167 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14840 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 9259 members 
Mstep: Class 19 contains 41346 members 
Mstep: Class 20 contains 8302 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4908 members 
Mstep: Class 27 contains 26781 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14549 members 
Mstep: Class 31 contains 2060 members 
Mstep: Class 32 contains 20510 members 
Mstep: Class 33 contains 2594 members 
Mstep: Class 34 contains 8308 members 
Mstep: Class 35 contains 21492 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14966 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15047 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2417 members 
Mstep: Class 49 contains 44257 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 16001 members 
Mstep: Class 53 contains 2382 members 
Mstep: Class 54 contains 22040 members 
Mstep: Class 55 contains 20085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84235488.000000 Penalty: 177084.234375
Iteration 143Q: 56 clusters Score -8.423549e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 23067 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 4258 members 
Mstep: Class 5 contains 5003 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5495 members 
Mstep: Class 13 contains 35610 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14866 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 9218 members 
Mstep: Class 19 contains 41315 members 
Mstep: Class 20 contains 8292 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4908 members 
Mstep: Class 27 contains 26673 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14539 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 20521 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 8228 members 
Mstep: Class 35 contains 21150 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 15373 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15055 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2416 members 
Mstep: Class 49 contains 43950 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15994 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 22406 members 
Mstep: Class 55 contains 20174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84235888.000000 Penalty: 177084.234375
Iteration 144Q: 56 clusters Score -8.423589e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 22772 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 4252 members 
Mstep: Class 5 contains 5003 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5489 members 
Mstep: Class 13 contains 35515 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14900 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 9189 members 
Mstep: Class 19 contains 41260 members 
Mstep: Class 20 contains 8282 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4905 members 
Mstep: Class 27 contains 26558 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14525 members 
Mstep: Class 31 contains 2061 members 
Mstep: Class 32 contains 20504 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 20833 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 15785 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15061 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2414 members 
Mstep: Class 49 contains 43726 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15976 members 
Mstep: Class 53 contains 2371 members 
Mstep: Class 54 contains 23195 members 
Mstep: Class 55 contains 20324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84236608.000000 Penalty: 177084.234375
Iteration 145Q: 56 clusters Score -8.423661e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 22494 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 4244 members 
Mstep: Class 5 contains 5004 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5483 members 
Mstep: Class 13 contains 35109 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14917 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 9161 members 
Mstep: Class 19 contains 41193 members 
Mstep: Class 20 contains 8280 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4905 members 
Mstep: Class 27 contains 26467 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14510 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 20483 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 8053 members 
Mstep: Class 35 contains 20499 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 16161 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15078 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2412 members 
Mstep: Class 49 contains 43597 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15971 members 
Mstep: Class 53 contains 2361 members 
Mstep: Class 54 contains 24196 members 
Mstep: Class 55 contains 20516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84237472.000000 Penalty: 177084.234375
Iteration 146Q: 56 clusters Score -8.423747e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 22216 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 4235 members 
Mstep: Class 5 contains 5005 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5480 members 
Mstep: Class 13 contains 34473 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14950 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 9124 members 
Mstep: Class 19 contains 41133 members 
Mstep: Class 20 contains 8287 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4905 members 
Mstep: Class 27 contains 26379 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14495 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 20431 members 
Mstep: Class 33 contains 2591 members 
Mstep: Class 34 contains 7953 members 
Mstep: Class 35 contains 20164 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 16467 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15096 members 
Mstep: Class 44 contains 945 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2410 members 
Mstep: Class 49 contains 43614 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 763 members 
Mstep: Class 52 contains 15963 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 25247 members 
Mstep: Class 55 contains 20767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84237936.000000 Penalty: 177084.234375
Iteration 147Q: 56 clusters Score -8.423794e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 21921 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 4231 members 
Mstep: Class 5 contains 5007 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 33820 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14962 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 9094 members 
Mstep: Class 19 contains 41067 members 
Mstep: Class 20 contains 8277 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4905 members 
Mstep: Class 27 contains 26304 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14496 members 
Mstep: Class 31 contains 2060 members 
Mstep: Class 32 contains 20398 members 
Mstep: Class 33 contains 2587 members 
Mstep: Class 34 contains 7851 members 
Mstep: Class 35 contains 19824 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 16628 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15113 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2411 members 
Mstep: Class 49 contains 43667 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15950 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 26360 members 
Mstep: Class 55 contains 21043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238536.000000 Penalty: 177084.234375
Iteration 148Q: 56 clusters Score -8.423854e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 21645 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 5008 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 33231 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 14992 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 9063 members 
Mstep: Class 19 contains 41026 members 
Mstep: Class 20 contains 8266 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4903 members 
Mstep: Class 27 contains 26249 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14491 members 
Mstep: Class 31 contains 2058 members 
Mstep: Class 32 contains 20365 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 7757 members 
Mstep: Class 35 contains 19513 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 16679 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15111 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2412 members 
Mstep: Class 49 contains 43618 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15929 members 
Mstep: Class 53 contains 2370 members 
Mstep: Class 54 contains 27556 members 
Mstep: Class 55 contains 21253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239272.000000 Penalty: 177084.234375
Iteration 149Q: 56 clusters Score -8.423927e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 21449 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 5008 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5482 members 
Mstep: Class 13 contains 32908 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15017 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 9030 members 
Mstep: Class 19 contains 40982 members 
Mstep: Class 20 contains 8264 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4907 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14488 members 
Mstep: Class 31 contains 2057 members 
Mstep: Class 32 contains 20346 members 
Mstep: Class 33 contains 2583 members 
Mstep: Class 34 contains 7666 members 
Mstep: Class 35 contains 19276 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 16527 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15123 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2413 members 
Mstep: Class 49 contains 43458 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15917 members 
Mstep: Class 53 contains 2370 members 
Mstep: Class 54 contains 28678 members 
Mstep: Class 55 contains 21406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239928.000000 Penalty: 177084.234375
Iteration 150Q: 56 clusters Score -8.423993e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 21297 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 4215 members 
Mstep: Class 5 contains 5008 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5485 members 
Mstep: Class 13 contains 32681 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15035 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 9009 members 
Mstep: Class 19 contains 40939 members 
Mstep: Class 20 contains 8255 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4908 members 
Mstep: Class 27 contains 26137 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14480 members 
Mstep: Class 31 contains 2053 members 
Mstep: Class 32 contains 20344 members 
Mstep: Class 33 contains 2583 members 
Mstep: Class 34 contains 7568 members 
Mstep: Class 35 contains 19107 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 16200 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15134 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2412 members 
Mstep: Class 49 contains 43317 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15910 members 
Mstep: Class 53 contains 2373 members 
Mstep: Class 54 contains 29740 members 
Mstep: Class 55 contains 21558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240392.000000 Penalty: 177084.234375
Iteration 151Q: 56 clusters Score -8.424039e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 21212 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 4209 members 
Mstep: Class 5 contains 5008 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5482 members 
Mstep: Class 13 contains 32580 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8983 members 
Mstep: Class 19 contains 40912 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4906 members 
Mstep: Class 27 contains 26077 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14478 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 20320 members 
Mstep: Class 33 contains 2581 members 
Mstep: Class 34 contains 7476 members 
Mstep: Class 35 contains 19007 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 15729 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15147 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2411 members 
Mstep: Class 49 contains 43137 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15907 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 30768 members 
Mstep: Class 55 contains 21660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240608.000000 Penalty: 177084.234375
Iteration 152Q: 56 clusters Score -8.424061e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 21139 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 4205 members 
Mstep: Class 5 contains 5007 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5483 members 
Mstep: Class 13 contains 32502 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15045 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8983 members 
Mstep: Class 19 contains 40880 members 
Mstep: Class 20 contains 8246 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4905 members 
Mstep: Class 27 contains 26011 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14481 members 
Mstep: Class 31 contains 2054 members 
Mstep: Class 32 contains 20304 members 
Mstep: Class 33 contains 2580 members 
Mstep: Class 34 contains 7370 members 
Mstep: Class 35 contains 18951 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 15224 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15162 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2411 members 
Mstep: Class 49 contains 42971 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15893 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 31712 members 
Mstep: Class 55 contains 21767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240480.000000 Penalty: 177084.234375
Iteration 153Q: 56 clusters Score -8.424048e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 21125 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 4197 members 
Mstep: Class 5 contains 5008 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5481 members 
Mstep: Class 13 contains 32565 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15063 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8966 members 
Mstep: Class 19 contains 40856 members 
Mstep: Class 20 contains 8245 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4905 members 
Mstep: Class 27 contains 25973 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14479 members 
Mstep: Class 31 contains 2053 members 
Mstep: Class 32 contains 20293 members 
Mstep: Class 33 contains 2576 members 
Mstep: Class 34 contains 7278 members 
Mstep: Class 35 contains 18933 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14673 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15175 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2411 members 
Mstep: Class 49 contains 42733 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15880 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 32605 members 
Mstep: Class 55 contains 21789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240792.000000 Penalty: 177084.234375
Iteration 154Q: 56 clusters Score -8.424079e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 21122 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 5 contains 5008 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 32657 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15064 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8941 members 
Mstep: Class 19 contains 40808 members 
Mstep: Class 20 contains 8234 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4905 members 
Mstep: Class 27 contains 25952 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14470 members 
Mstep: Class 31 contains 2054 members 
Mstep: Class 32 contains 20266 members 
Mstep: Class 33 contains 2575 members 
Mstep: Class 34 contains 7205 members 
Mstep: Class 35 contains 18928 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14098 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15194 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2411 members 
Mstep: Class 49 contains 42573 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15874 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 33377 members 
Mstep: Class 55 contains 21860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240736.000000 Penalty: 177084.234375
Iteration 155Q: 56 clusters Score -8.424074e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 21131 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4182 members 
Mstep: Class 5 contains 5008 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 32793 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15079 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 40761 members 
Mstep: Class 20 contains 8221 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4902 members 
Mstep: Class 27 contains 25924 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14461 members 
Mstep: Class 31 contains 2053 members 
Mstep: Class 32 contains 20231 members 
Mstep: Class 33 contains 2568 members 
Mstep: Class 34 contains 7113 members 
Mstep: Class 35 contains 18932 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13491 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15212 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2412 members 
Mstep: Class 49 contains 42475 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15865 members 
Mstep: Class 53 contains 2376 members 
Mstep: Class 54 contains 34021 members 
Mstep: Class 55 contains 21957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240384.000000 Penalty: 177084.234375
Iteration 156Q: 56 clusters Score -8.424038e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 21161 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4173 members 
Mstep: Class 5 contains 5009 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 5469 members 
Mstep: Class 13 contains 32950 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15087 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8950 members 
Mstep: Class 19 contains 40725 members 
Mstep: Class 20 contains 8213 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4900 members 
Mstep: Class 27 contains 25893 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14465 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 20218 members 
Mstep: Class 33 contains 2568 members 
Mstep: Class 34 contains 7035 members 
Mstep: Class 35 contains 18938 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12896 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15219 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2413 members 
Mstep: Class 49 contains 42415 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15871 members 
Mstep: Class 53 contains 2375 members 
Mstep: Class 54 contains 34604 members 
Mstep: Class 55 contains 21986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240192.000000 Penalty: 177084.234375
Iteration 157Q: 56 clusters Score -8.424019e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 21205 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 5011 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 5472 members 
Mstep: Class 13 contains 33192 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15103 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8932 members 
Mstep: Class 19 contains 40684 members 
Mstep: Class 20 contains 8202 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4901 members 
Mstep: Class 27 contains 25848 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14464 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 20196 members 
Mstep: Class 33 contains 2569 members 
Mstep: Class 34 contains 6961 members 
Mstep: Class 35 contains 18945 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12285 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15231 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2414 members 
Mstep: Class 49 contains 42329 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15874 members 
Mstep: Class 53 contains 2372 members 
Mstep: Class 54 contains 35129 members 
Mstep: Class 55 contains 22031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239608.000000 Penalty: 177084.234375
Iteration 158Q: 56 clusters Score -8.423961e+07 nChanged 2401
Entering ConstructFrom: 
Score: -84239608.000000 Penalty: 177084.234375
Entering ConstructFrom: 
Trying to split cluster 1 (19878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Entering Unmasked Estep 
Score: -3912022.250000 Penalty: 2454.547363
	Iteration 0F: 2 clusters Score -3912022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -3898114.250000 Penalty: 4909.094727
	Iteration 0F: 3 clusters Score -3898114 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -3902725.250000 Penalty: 4909.094727
	Iteration 1F: 3 clusters Score -3902725 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -3903061.000000 Penalty: 4909.094727
	Iteration 2F: 3 clusters Score -3903061 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3903342.750000 Penalty: 4909.094727
	Iteration 3Q: 3 clusters Score -3903343 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -3903539.250000 Penalty: 4909.094727
	Iteration 4Q: 3 clusters Score -3903539 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3903693.250000 Penalty: 4909.094727
	Iteration 5Q: 3 clusters Score -3903693 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -3903811.250000 Penalty: 4909.094727
	Iteration 6Q: 3 clusters Score -3903811 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3903902.500000 Penalty: 4909.094727
	Iteration 7Q: 3 clusters Score -3903902 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3903979.750000 Penalty: 4909.094727
	Iteration 8Q: 3 clusters Score -3903980 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3904035.500000 Penalty: 4909.094727
	Iteration 9Q: 3 clusters Score -3904036 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3904089.500000 Penalty: 4909.094727
	Iteration 10Q: 3 clusters Score -3904090 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3904160.000000 Penalty: 4909.094727
	Iteration 11Q: 3 clusters Score -3904160 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3904223.500000 Penalty: 4909.094727
	Iteration 12Q: 3 clusters Score -3904224 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -3904281.000000 Penalty: 4909.094727
	Iteration 13Q: 3 clusters Score -3904281 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3904370.250000 Penalty: 4909.094727
	Iteration 14Q: 3 clusters Score -3904370 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3904488.000000 Penalty: 4909.094727
	Iteration 15Q: 3 clusters Score -3904488 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3904649.750000 Penalty: 4909.094727
	Iteration 16Q: 3 clusters Score -3904650 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3904848.500000 Penalty: 4909.094727
	Iteration 17Q: 3 clusters Score -3904848 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3905201.750000 Penalty: 4909.094727
	Iteration 18Q: 3 clusters Score -3905202 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3905751.750000 Penalty: 4909.094727
	Iteration 19Q: 3 clusters Score -3905752 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3906535.500000 Penalty: 4909.094727
	Iteration 20F: 3 clusters Score -3906536 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3907503.500000 Penalty: 4909.094727
	Iteration 21F: 3 clusters Score -3907504 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3908385.500000 Penalty: 4909.094727
	Iteration 22F: 3 clusters Score -3908386 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -3909044.750000 Penalty: 4909.094727
	Iteration 23Q: 3 clusters Score -3909045 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3909413.500000 Penalty: 4909.094727
	Iteration 24Q: 3 clusters Score -3909414 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3909602.500000 Penalty: 4909.094727
	Iteration 25Q: 3 clusters Score -3909602 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -3909708.500000 Penalty: 4909.094727
	Iteration 26Q: 3 clusters Score -3909708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3909767.500000 Penalty: 4909.094727
	Iteration 27Q: 3 clusters Score -3909768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -3909793.000000 Penalty: 4909.094727
	Iteration 28Q: 3 clusters Score -3909793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3909813.250000 Penalty: 4909.094727
	Iteration 29Q: 3 clusters Score -3909813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3909829.750000 Penalty: 4909.094727
	Iteration 30Q: 3 clusters Score -3909830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3909839.000000 Penalty: 4909.094727
	Iteration 31Q: 3 clusters Score -3909839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3909854.500000 Penalty: 4909.094727
	Iteration 32Q: 3 clusters Score -3909854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3909860.500000 Penalty: 4909.094727
	Iteration 33Q: 3 clusters Score -3909860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -3909863.500000 Penalty: 4909.094727
	Iteration 34Q: 3 clusters Score -3909864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3909871.000000 Penalty: 4909.094727
	Iteration 35Q: 3 clusters Score -3909871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3909873.000000 Penalty: 4909.094727
	Iteration 36Q: 3 clusters Score -3909873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3909879.750000 Penalty: 4909.094727
	Iteration 37Q: 3 clusters Score -3909880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3909880.500000 Penalty: 4909.094727
	Iteration 38Q: 3 clusters Score -3909880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3909883.000000 Penalty: 4909.094727
	Iteration 39Q: 3 clusters Score -3909883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3909886.000000 Penalty: 4909.094727
	Iteration 40F: 3 clusters Score -3909886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Entering Unmasked Estep 
Score: -4187207.250000 Penalty: 2471.053223
	Iteration 0F: 2 clusters Score -4187207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -4172521.000000 Penalty: 4942.106445
	Iteration 0F: 3 clusters Score -4172521 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -4177449.750000 Penalty: 4942.106445
	Iteration 1F: 3 clusters Score -4177450 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -4177878.250000 Penalty: 4942.106445
	Iteration 2F: 3 clusters Score -4177878 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -4178231.500000 Penalty: 4942.106445
	Iteration 3Q: 3 clusters Score -4178232 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -4178606.750000 Penalty: 4942.106445
	Iteration 4Q: 3 clusters Score -4178607 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -4179058.250000 Penalty: 4942.106445
	Iteration 5Q: 3 clusters Score -4179058 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -4179625.000000 Penalty: 4942.106445
	Iteration 6F: 3 clusters Score -4179625 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -4180333.750000 Penalty: 4942.106445
	Iteration 7F: 3 clusters Score -4180334 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -4181224.500000 Penalty: 4942.106445
	Iteration 8F: 3 clusters Score -4181224 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -4182163.000000 Penalty: 4942.106445
	Iteration 9F: 3 clusters Score -4182163 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4183119.250000 Penalty: 4942.106445
	Iteration 10F: 3 clusters Score -4183119 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -4183944.500000 Penalty: 4942.106445
	Iteration 11Q: 3 clusters Score -4183944 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4184454.250000 Penalty: 4942.106445
	Iteration 12Q: 3 clusters Score -4184454 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4184713.750000 Penalty: 4942.106445
	Iteration 13Q: 3 clusters Score -4184714 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4184806.500000 Penalty: 4942.106445
	Iteration 14Q: 3 clusters Score -4184806 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4184858.500000 Penalty: 4942.106445
	Iteration 15Q: 3 clusters Score -4184858 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4184892.500000 Penalty: 4942.106445
	Iteration 16Q: 3 clusters Score -4184892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4184931.500000 Penalty: 4942.106445
	Iteration 17Q: 3 clusters Score -4184932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4184946.500000 Penalty: 4942.106445
	Iteration 18Q: 3 clusters Score -4184946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4184978.500000 Penalty: 4942.106445
	Iteration 19Q: 3 clusters Score -4184978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4184987.500000 Penalty: 4942.106445
	Iteration 20F: 3 clusters Score -4184988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4185012.500000 Penalty: 4942.106445
	Iteration 21Q: 3 clusters Score -4185012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4185031.750000 Penalty: 4942.106445
	Iteration 22Q: 3 clusters Score -4185032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4185045.000000 Penalty: 4942.106445
	Iteration 23Q: 3 clusters Score -4185045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4185062.750000 Penalty: 4942.106445
	Iteration 24Q: 3 clusters Score -4185063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4185081.250000 Penalty: 4942.106445
	Iteration 25Q: 3 clusters Score -4185081 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4185114.750000 Penalty: 4942.106445
	Iteration 26Q: 3 clusters Score -4185115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4185130.500000 Penalty: 4942.106445
	Iteration 27Q: 3 clusters Score -4185130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4185141.750000 Penalty: 4942.106445
	Iteration 28Q: 3 clusters Score -4185142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4185157.500000 Penalty: 4942.106445
	Iteration 29Q: 3 clusters Score -4185158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4185166.750000 Penalty: 4942.106445
	Iteration 30Q: 3 clusters Score -4185167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4185175.250000 Penalty: 4942.106445
	Iteration 31Q: 3 clusters Score -4185175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4185184.000000 Penalty: 4942.106445
	Iteration 32Q: 3 clusters Score -4185184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4185189.250000 Penalty: 4942.106445
	Iteration 33Q: 3 clusters Score -4185189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4185210.000000 Penalty: 4942.106445
	Iteration 34Q: 3 clusters Score -4185210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4185218.000000 Penalty: 4942.106445
	Iteration 35Q: 3 clusters Score -4185218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4185230.250000 Penalty: 4942.106445
	Iteration 36Q: 3 clusters Score -4185230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4185249.500000 Penalty: 4942.106445
	Iteration 37Q: 3 clusters Score -4185250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4185262.000000 Penalty: 4942.106445
	Iteration 38Q: 3 clusters Score -4185262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4185275.500000 Penalty: 4942.106445
	Iteration 39Q: 3 clusters Score -4185276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4185273.000000 Penalty: 4942.106445
	Iteration 40F: 3 clusters Score -4185273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4185286.750000 Penalty: 4942.106445
	Iteration 41Q: 3 clusters Score -4185287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4185289.250000 Penalty: 4942.106445
	Iteration 42Q: 3 clusters Score -4185289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4185292.500000 Penalty: 4942.106445
	Iteration 43Q: 3 clusters Score -4185292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4185295.000000 Penalty: 4942.106445
	Iteration 44Q: 3 clusters Score -4185295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4185295.750000 Penalty: 4942.106445
	Iteration 45Q: 3 clusters Score -4185296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4185291.000000 Penalty: 4942.106445
	Iteration 46Q: 3 clusters Score -4185291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4185298.000000 Penalty: 4942.106445
	Iteration 47Q: 3 clusters Score -4185298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4185295.500000 Penalty: 4942.106445
	Iteration 48Q: 3 clusters Score -4185296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4185302.250000 Penalty: 4942.106445
	Iteration 49Q: 3 clusters Score -4185302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4185307.000000 Penalty: 4942.106445
	Iteration 50Q: 3 clusters Score -4185307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4185306.250000 Penalty: 4942.106445
	Iteration 51Q: 3 clusters Score -4185306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4185301.000000 Penalty: 4942.106445
	Iteration 52Q: 3 clusters Score -4185301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4185309.250000 Penalty: 4942.106445
	Iteration 53Q: 3 clusters Score -4185309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4185308.750000 Penalty: 4942.106445
	Iteration 54Q: 3 clusters Score -4185309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4185317.250000 Penalty: 4942.106445
	Iteration 55Q: 3 clusters Score -4185317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4185321.000000 Penalty: 4942.106445
	Iteration 56Q: 3 clusters Score -4185321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4185325.000000 Penalty: 4942.106445
	Iteration 57Q: 3 clusters Score -4185325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4185328.250000 Penalty: 4942.106445
	Iteration 58Q: 3 clusters Score -4185328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4185331.750000 Penalty: 4942.106445
	Iteration 59Q: 3 clusters Score -4185332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4185331.750000 Penalty: 4942.106445
	Iteration 60F: 3 clusters Score -4185332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4185339.000000 Penalty: 4942.106445
	Iteration 61Q: 3 clusters Score -4185339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4185339.750000 Penalty: 4942.106445
	Iteration 62Q: 3 clusters Score -4185340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4185343.750000 Penalty: 4942.106445
	Iteration 63Q: 3 clusters Score -4185344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4185338.000000 Penalty: 4942.106445
	Iteration 64Q: 3 clusters Score -4185338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4185356.000000 Penalty: 4942.106445
	Iteration 65Q: 3 clusters Score -4185356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4185360.500000 Penalty: 4942.106445
	Iteration 66Q: 3 clusters Score -4185360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4185358.750000 Penalty: 4942.106445
	Iteration 67Q: 3 clusters Score -4185359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4185370.250000 Penalty: 4942.106445
	Iteration 68Q: 3 clusters Score -4185370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4185381.250000 Penalty: 4942.106445
	Iteration 69Q: 3 clusters Score -4185381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4185378.000000 Penalty: 4942.106445
	Iteration 70Q: 3 clusters Score -4185378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4185388.000000 Penalty: 4942.106445
	Iteration 71Q: 3 clusters Score -4185388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4185385.500000 Penalty: 4942.106445
	Iteration 72Q: 3 clusters Score -4185386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4185398.500000 Penalty: 4942.106445
	Iteration 73Q: 3 clusters Score -4185398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4185403.250000 Penalty: 4942.106445
	Iteration 74Q: 3 clusters Score -4185403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4185400.250000 Penalty: 4942.106445
	Iteration 75Q: 3 clusters Score -4185400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4185396.750000 Penalty: 4942.106445
	Iteration 76Q: 3 clusters Score -4185397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4185395.000000 Penalty: 4942.106445
	Iteration 77Q: 3 clusters Score -4185395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4185400.000000 Penalty: 4942.106445
	Iteration 78Q: 3 clusters Score -4185400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4185391.750000 Penalty: 4942.106445
	Iteration 79Q: 3 clusters Score -4185392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4185405.000000 Penalty: 4942.106445
	Iteration 80F: 3 clusters Score -4185405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4185403.500000 Penalty: 4942.106445
	Iteration 81Q: 3 clusters Score -4185404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4185406.000000 Penalty: 4942.106445
	Iteration 82Q: 3 clusters Score -4185406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4185399.500000 Penalty: 4942.106445
	Iteration 83Q: 3 clusters Score -4185400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4185398.250000 Penalty: 4942.106445
	Iteration 84Q: 3 clusters Score -4185398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4185395.250000 Penalty: 4942.106445
	Iteration 85Q: 3 clusters Score -4185395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4185402.500000 Penalty: 4942.106445
	Iteration 86Q: 3 clusters Score -4185402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4185401.750000 Penalty: 4942.106445
	Iteration 87Q: 3 clusters Score -4185402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4185396.000000 Penalty: 4942.106445
	Iteration 88Q: 3 clusters Score -4185396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4185399.000000 Penalty: 4942.106445
	Iteration 89Q: 3 clusters Score -4185399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4185403.750000 Penalty: 4942.106445
	Iteration 90Q: 3 clusters Score -4185404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4185409.750000 Penalty: 4942.106445
	Iteration 91Q: 3 clusters Score -4185410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4185407.250000 Penalty: 4942.106445
	Iteration 92Q: 3 clusters Score -4185407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4185405.250000 Penalty: 4942.106445
	Iteration 93Q: 3 clusters Score -4185405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4185411.000000 Penalty: 4942.106445
	Iteration 94Q: 3 clusters Score -4185411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4185409.750000 Penalty: 4942.106445
	Iteration 95Q: 3 clusters Score -4185410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4185410.500000 Penalty: 4942.106445
	Iteration 96Q: 3 clusters Score -4185410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4185408.250000 Penalty: 4942.106445
	Iteration 97Q: 3 clusters Score -4185408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4185412.750000 Penalty: 4942.106445
	Iteration 98Q: 3 clusters Score -4185413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4185410.250000 Penalty: 4942.106445
	Iteration 99Q: 3 clusters Score -4185410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4185412.000000 Penalty: 4942.106445
	Iteration 100F: 3 clusters Score -4185412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4185410.250000 Penalty: 4942.106445
	Iteration 101Q: 3 clusters Score -4185410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4185410.250000 Penalty: 4942.106445
	Iteration 102F: 3 clusters Score -4185410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -221728.656250 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -221728.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -219649.640625 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -219649.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -220004.468750 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -220004.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -220130.718750 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -220130.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -220199.921875 Penalty: 3530.134033
	Iteration 3Q: 3 clusters Score -220199.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -220283.406250 Penalty: 3530.134033
	Iteration 4Q: 3 clusters Score -220283.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -220353.781250 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -220353.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -220418.109375 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -220418.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -220471.171875 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -220471.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -220507.296875 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -220507.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -220538.906250 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -220538.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -220577.359375 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -220577.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -220604.500000 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -220604.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -220627.171875 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -220627.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -220657.703125 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -220657.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -220680.203125 Penalty: 3530.134033
	Iteration 14Q: 3 clusters Score -220680.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -220692.750000 Penalty: 3530.134033
	Iteration 15Q: 3 clusters Score -220692.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -220702.890625 Penalty: 3530.134033
	Iteration 16Q: 3 clusters Score -220702.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -220712.062500 Penalty: 3530.134033
	Iteration 17Q: 3 clusters Score -220712.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -220716.609375 Penalty: 3530.134033
	Iteration 18Q: 3 clusters Score -220716.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -220724.265625 Penalty: 3530.134033
	Iteration 19Q: 3 clusters Score -220724.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -220727.593750 Penalty: 3530.134033
	Iteration 20F: 3 clusters Score -220727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -220733.359375 Penalty: 3530.134033
	Iteration 21Q: 3 clusters Score -220733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -220737.125000 Penalty: 3530.134033
	Iteration 22Q: 3 clusters Score -220737.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -220739.218750 Penalty: 3530.134033
	Iteration 23Q: 3 clusters Score -220739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -220740.296875 Penalty: 3530.134033
	Iteration 24Q: 3 clusters Score -220740.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -220743.000000 Penalty: 3530.134033
	Iteration 25Q: 3 clusters Score -220743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -220743.453125 Penalty: 3530.134033
	Iteration 26Q: 3 clusters Score -220743.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -220743.453125 Penalty: 3530.134033
	Iteration 27F: 3 clusters Score -220743.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Entering Unmasked Estep 
Score: -753967.625000 Penalty: 2065.755371
	Iteration 0F: 2 clusters Score -753967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -750006.500000 Penalty: 4131.510742
	Iteration 0F: 3 clusters Score -750006.5 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -751109.750000 Penalty: 4131.510742
	Iteration 1F: 3 clusters Score -751109.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -751434.187500 Penalty: 4131.510742
	Iteration 2F: 3 clusters Score -751434.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -751628.625000 Penalty: 4131.510742
	Iteration 3F: 3 clusters Score -751628.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -751781.062500 Penalty: 4131.510742
	Iteration 4Q: 3 clusters Score -751781.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -751922.187500 Penalty: 4131.510742
	Iteration 5Q: 3 clusters Score -751922.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -752075.125000 Penalty: 4131.510742
	Iteration 6Q: 3 clusters Score -752075.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -752223.500000 Penalty: 4131.510742
	Iteration 7Q: 3 clusters Score -752223.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -752367.875000 Penalty: 4131.510742
	Iteration 8Q: 3 clusters Score -752367.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -752501.937500 Penalty: 4131.510742
	Iteration 9Q: 3 clusters Score -752501.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -752629.062500 Penalty: 4131.510742
	Iteration 10Q: 3 clusters Score -752629.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -752740.875000 Penalty: 4131.510742
	Iteration 11Q: 3 clusters Score -752740.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -752849.312500 Penalty: 4131.510742
	Iteration 12Q: 3 clusters Score -752849.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -752916.125000 Penalty: 4131.510742
	Iteration 13Q: 3 clusters Score -752916.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -752971.625000 Penalty: 4131.510742
	Iteration 14Q: 3 clusters Score -752971.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -753014.437500 Penalty: 4131.510742
	Iteration 15Q: 3 clusters Score -753014.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -753071.125000 Penalty: 4131.510742
	Iteration 16Q: 3 clusters Score -753071.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -753115.750000 Penalty: 4131.510742
	Iteration 17Q: 3 clusters Score -753115.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -753144.437500 Penalty: 4131.510742
	Iteration 18Q: 3 clusters Score -753144.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -753160.250000 Penalty: 4131.510742
	Iteration 19Q: 3 clusters Score -753160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -753170.687500 Penalty: 4131.510742
	Iteration 20F: 3 clusters Score -753170.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -753177.750000 Penalty: 4131.510742
	Iteration 21Q: 3 clusters Score -753177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -753183.875000 Penalty: 4131.510742
	Iteration 22Q: 3 clusters Score -753183.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -753186.875000 Penalty: 4131.510742
	Iteration 23Q: 3 clusters Score -753186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -753189.375000 Penalty: 4131.510742
	Iteration 24Q: 3 clusters Score -753189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -753189.687500 Penalty: 4131.510742
	Iteration 25Q: 3 clusters Score -753189.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -753191.250000 Penalty: 4131.510742
	Iteration 26Q: 3 clusters Score -753191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -753192.500000 Penalty: 4131.510742
	Iteration 27Q: 3 clusters Score -753192.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -753193.187500 Penalty: 4131.510742
	Iteration 28Q: 3 clusters Score -753193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -753194.750000 Penalty: 4131.510742
	Iteration 29Q: 3 clusters Score -753194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -753195.875000 Penalty: 4131.510742
	Iteration 30Q: 3 clusters Score -753195.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -753198.562500 Penalty: 4131.510742
	Iteration 31Q: 3 clusters Score -753198.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -753199.312500 Penalty: 4131.510742
	Iteration 32Q: 3 clusters Score -753199.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -753199.312500 Penalty: 4131.510742
	Iteration 33F: 3 clusters Score -753199.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Entering Unmasked Estep 
Score: -979741.500000 Penalty: 2113.056152
	Iteration 0F: 2 clusters Score -979741.5 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 2516 members 
Entering Unmasked Estep 
Score: -975212.625000 Penalty: 4226.112305
	Iteration 0F: 3 clusters Score -975212.6 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -976380.812500 Penalty: 4226.112305
	Iteration 1F: 3 clusters Score -976380.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -976808.312500 Penalty: 4226.112305
	Iteration 2F: 3 clusters Score -976808.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -977241.375000 Penalty: 4226.112305
	Iteration 3F: 3 clusters Score -977241.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -977619.812500 Penalty: 4226.112305
	Iteration 4F: 3 clusters Score -977619.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -977925.562500 Penalty: 4226.112305
	Iteration 5F: 3 clusters Score -977925.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -978124.437500 Penalty: 4226.112305
	Iteration 6Q: 3 clusters Score -978124.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -978252.375000 Penalty: 4226.112305
	Iteration 7Q: 3 clusters Score -978252.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -978361.062500 Penalty: 4226.112305
	Iteration 8Q: 3 clusters Score -978361.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -978446.875000 Penalty: 4226.112305
	Iteration 9Q: 3 clusters Score -978446.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -978526.750000 Penalty: 4226.112305
	Iteration 10Q: 3 clusters Score -978526.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -978603.500000 Penalty: 4226.112305
	Iteration 11Q: 3 clusters Score -978603.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -978677.250000 Penalty: 4226.112305
	Iteration 12Q: 3 clusters Score -978677.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -978744.625000 Penalty: 4226.112305
	Iteration 13Q: 3 clusters Score -978744.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -978812.562500 Penalty: 4226.112305
	Iteration 14Q: 3 clusters Score -978812.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -978876.750000 Penalty: 4226.112305
	Iteration 15Q: 3 clusters Score -978876.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -978941.812500 Penalty: 4226.112305
	Iteration 16Q: 3 clusters Score -978941.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -979013.375000 Penalty: 4226.112305
	Iteration 17Q: 3 clusters Score -979013.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -979087.875000 Penalty: 4226.112305
	Iteration 18Q: 3 clusters Score -979087.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -979153.500000 Penalty: 4226.112305
	Iteration 19Q: 3 clusters Score -979153.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -979205.125000 Penalty: 4226.112305
	Iteration 20F: 3 clusters Score -979205.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -979235.625000 Penalty: 4226.112305
	Iteration 21Q: 3 clusters Score -979235.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -979252.687500 Penalty: 4226.112305
	Iteration 22Q: 3 clusters Score -979252.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -979265.625000 Penalty: 4226.112305
	Iteration 23Q: 3 clusters Score -979265.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -979273.875000 Penalty: 4226.112305
	Iteration 24Q: 3 clusters Score -979273.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -979281.750000 Penalty: 4226.112305
	Iteration 25Q: 3 clusters Score -979281.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -979285.937500 Penalty: 4226.112305
	Iteration 26Q: 3 clusters Score -979285.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -979289.250000 Penalty: 4226.112305
	Iteration 27Q: 3 clusters Score -979289.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -979288.750000 Penalty: 4226.112305
	Iteration 28Q: 3 clusters Score -979288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -979289.250000 Penalty: 4226.112305
	Iteration 29Q: 3 clusters Score -979289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -979290.375000 Penalty: 4226.112305
	Iteration 30Q: 3 clusters Score -979290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -979290.375000 Penalty: 4226.112305
	Iteration 31F: 3 clusters Score -979290.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -125328.601562 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -125328.6 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 402 members 
Entering Unmasked Estep 
Score: -123654.093750 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -123654.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -123984.843750 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -123984.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -124170.062500 Penalty: 3303.645264
	Iteration 2F: 3 clusters Score -124170.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -124348.953125 Penalty: 3303.645264
	Iteration 3F: 3 clusters Score -124349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -124509.671875 Penalty: 3303.645264
	Iteration 4F: 3 clusters Score -124509.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -124678.382812 Penalty: 3303.645264
	Iteration 5F: 3 clusters Score -124678.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -124858.656250 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -124858.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -124988.367188 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -124988.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -125033.257812 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -125033.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -125056.046875 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -125056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -125072.914062 Penalty: 3303.645264
	Iteration 10Q: 3 clusters Score -125072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -125080.265625 Penalty: 3303.645264
	Iteration 11Q: 3 clusters Score -125080.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -125104.859375 Penalty: 3303.645264
	Iteration 12Q: 3 clusters Score -125104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -125109.640625 Penalty: 3303.645264
	Iteration 13Q: 3 clusters Score -125109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -125113.062500 Penalty: 3303.645264
	Iteration 14Q: 3 clusters Score -125113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -125113.062500 Penalty: 3303.645264
	Iteration 15F: 3 clusters Score -125113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -68105.507812 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -68105.51 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 198 members 
Entering Unmasked Estep 
Score: -66724.039062 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -66724.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66860.546875 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -66860.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66918.101562 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -66918.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66964.812500 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -66964.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66993.039062 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -66993.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67013.203125 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -67013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67022.054688 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -67022.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67031.148438 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -67031.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -67032.062500 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -67032.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -67032.062500 Penalty: 2961.745850
	Iteration 9F: 3 clusters Score -67032.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -42439.226562 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -42439.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41347.589844 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -41347.59 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41678.125000 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -41678.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41788.375000 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -41788.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41920.320312 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -41920.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41954.730469 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -41954.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41954.730469 Penalty: 2824.091309
	Iteration 5F: 3 clusters Score -41954.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -312010.406250 Penalty: 1859.169800
	Iteration 0F: 2 clusters Score -312010.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -309553.531250 Penalty: 3718.339600
	Iteration 0F: 3 clusters Score -309553.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -310021.375000 Penalty: 3718.339600
	Iteration 1F: 3 clusters Score -310021.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -310205.062500 Penalty: 3718.339600
	Iteration 2F: 3 clusters Score -310205.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -310380.187500 Penalty: 3718.339600
	Iteration 3F: 3 clusters Score -310380.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -310552.750000 Penalty: 3718.339600
	Iteration 4F: 3 clusters Score -310552.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -310724.593750 Penalty: 3718.339600
	Iteration 5F: 3 clusters Score -310724.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -310875.625000 Penalty: 3718.339600
	Iteration 6F: 3 clusters Score -310875.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -310987.625000 Penalty: 3718.339600
	Iteration 7Q: 3 clusters Score -310987.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -311081.187500 Penalty: 3718.339600
	Iteration 8Q: 3 clusters Score -311081.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -311148.281250 Penalty: 3718.339600
	Iteration 9Q: 3 clusters Score -311148.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -311206.437500 Penalty: 3718.339600
	Iteration 10Q: 3 clusters Score -311206.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -311254.468750 Penalty: 3718.339600
	Iteration 11Q: 3 clusters Score -311254.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -311293.937500 Penalty: 3718.339600
	Iteration 12Q: 3 clusters Score -311293.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -311321.343750 Penalty: 3718.339600
	Iteration 13Q: 3 clusters Score -311321.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -311366.062500 Penalty: 3718.339600
	Iteration 14Q: 3 clusters Score -311366.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -311403.375000 Penalty: 3718.339600
	Iteration 15Q: 3 clusters Score -311403.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -311438.812500 Penalty: 3718.339600
	Iteration 16Q: 3 clusters Score -311438.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -311463.687500 Penalty: 3718.339600
	Iteration 17Q: 3 clusters Score -311463.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -311473.781250 Penalty: 3718.339600
	Iteration 18Q: 3 clusters Score -311473.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -311484.656250 Penalty: 3718.339600
	Iteration 19Q: 3 clusters Score -311484.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -311491.625000 Penalty: 3718.339600
	Iteration 20F: 3 clusters Score -311491.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -311497.843750 Penalty: 3718.339600
	Iteration 21Q: 3 clusters Score -311497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -311501.687500 Penalty: 3718.339600
	Iteration 22Q: 3 clusters Score -311501.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -311504.687500 Penalty: 3718.339600
	Iteration 23Q: 3 clusters Score -311504.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -311510.375000 Penalty: 3718.339600
	Iteration 24Q: 3 clusters Score -311510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -311513.656250 Penalty: 3718.339600
	Iteration 25Q: 3 clusters Score -311513.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -311514.406250 Penalty: 3718.339600
	Iteration 26Q: 3 clusters Score -311514.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -311514.406250 Penalty: 3718.339600
	Iteration 27F: 3 clusters Score -311514.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -131894.421875 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -131894.4 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 394 members 
Entering Unmasked Estep 
Score: -130185.328125 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -130185.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -130403.218750 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -130403.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -130504.656250 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -130504.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -130612.406250 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -130612.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -130709.468750 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -130709.5 nChanged 23
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: -130795.218750 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -130795.2 nChanged 19
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: -130843.671875 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -130843.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -130878.476562 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -130878.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -130914.679688 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -130914.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -130935.554688 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -130935.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -130961.000000 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -130961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -130994.351562 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -130994.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -131080.968750 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -131081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -131151.593750 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -131151.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -131193.843750 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -131193.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -131244.234375 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -131244.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -131262.953125 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -131263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -131283.187500 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -131283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -131293.859375 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -131293.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -131303.593750 Penalty: 3279.572266
	Iteration 19Q: 3 clusters Score -131303.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -131318.531250 Penalty: 3279.572266
	Iteration 20F: 3 clusters Score -131318.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -131334.171875 Penalty: 3279.572266
	Iteration 21Q: 3 clusters Score -131334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -131360.781250 Penalty: 3279.572266
	Iteration 22Q: 3 clusters Score -131360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -131400.796875 Penalty: 3279.572266
	Iteration 23Q: 3 clusters Score -131400.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -131448.750000 Penalty: 3279.572266
	Iteration 24Q: 3 clusters Score -131448.8 nChanged 5
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: -131471.968750 Penalty: 3279.572266
	Iteration 25Q: 3 clusters Score -131472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -131474.906250 Penalty: 3279.572266
	Iteration 26Q: 3 clusters Score -131474.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -131474.906250 Penalty: 3279.572266
	Iteration 27F: 3 clusters Score -131474.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Entering Unmasked Estep 
Score: -1086960.000000 Penalty: 2141.518066
	Iteration 0F: 2 clusters Score -1086960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1082006.625000 Penalty: 4283.036133
	Iteration 0F: 3 clusters Score -1082007 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1083256.625000 Penalty: 4283.036133
	Iteration 1F: 3 clusters Score -1083257 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1083549.875000 Penalty: 4283.036133
	Iteration 2F: 3 clusters Score -1083550 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1083804.500000 Penalty: 4283.036133
	Iteration 3F: 3 clusters Score -1083804 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1084078.000000 Penalty: 4283.036133
	Iteration 4F: 3 clusters Score -1084078 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1084339.000000 Penalty: 4283.036133
	Iteration 5F: 3 clusters Score -1084339 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1084614.625000 Penalty: 4283.036133
	Iteration 6F: 3 clusters Score -1084615 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1084842.000000 Penalty: 4283.036133
	Iteration 7Q: 3 clusters Score -1084842 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1084988.625000 Penalty: 4283.036133
	Iteration 8Q: 3 clusters Score -1084989 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1085103.000000 Penalty: 4283.036133
	Iteration 9Q: 3 clusters Score -1085103 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1085193.375000 Penalty: 4283.036133
	Iteration 10Q: 3 clusters Score -1085193 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1085257.750000 Penalty: 4283.036133
	Iteration 11Q: 3 clusters Score -1085258 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1085307.125000 Penalty: 4283.036133
	Iteration 12Q: 3 clusters Score -1085307 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1085344.625000 Penalty: 4283.036133
	Iteration 13Q: 3 clusters Score -1085345 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1085376.750000 Penalty: 4283.036133
	Iteration 14Q: 3 clusters Score -1085377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1085406.250000 Penalty: 4283.036133
	Iteration 15Q: 3 clusters Score -1085406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1085423.125000 Penalty: 4283.036133
	Iteration 16Q: 3 clusters Score -1085423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1085441.750000 Penalty: 4283.036133
	Iteration 17Q: 3 clusters Score -1085442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1085464.500000 Penalty: 4283.036133
	Iteration 18Q: 3 clusters Score -1085464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1085480.500000 Penalty: 4283.036133
	Iteration 19Q: 3 clusters Score -1085480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1085496.000000 Penalty: 4283.036133
	Iteration 20F: 3 clusters Score -1085496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1085507.125000 Penalty: 4283.036133
	Iteration 21Q: 3 clusters Score -1085507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1085515.375000 Penalty: 4283.036133
	Iteration 22Q: 3 clusters Score -1085515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1085522.375000 Penalty: 4283.036133
	Iteration 23Q: 3 clusters Score -1085522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1085530.875000 Penalty: 4283.036133
	Iteration 24Q: 3 clusters Score -1085531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1085534.500000 Penalty: 4283.036133
	Iteration 25Q: 3 clusters Score -1085534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1085542.875000 Penalty: 4283.036133
	Iteration 26Q: 3 clusters Score -1085543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1085546.000000 Penalty: 4283.036133
	Iteration 27Q: 3 clusters Score -1085546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1085549.125000 Penalty: 4283.036133
	Iteration 28Q: 3 clusters Score -1085549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1085557.000000 Penalty: 4283.036133
	Iteration 29Q: 3 clusters Score -1085557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1085559.875000 Penalty: 4283.036133
	Iteration 30Q: 3 clusters Score -1085560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1085563.500000 Penalty: 4283.036133
	Iteration 31Q: 3 clusters Score -1085564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1085567.750000 Penalty: 4283.036133
	Iteration 32Q: 3 clusters Score -1085568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1085568.625000 Penalty: 4283.036133
	Iteration 33Q: 3 clusters Score -1085569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1085574.500000 Penalty: 4283.036133
	Iteration 34Q: 3 clusters Score -1085574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1085576.625000 Penalty: 4283.036133
	Iteration 35Q: 3 clusters Score -1085577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1085580.375000 Penalty: 4283.036133
	Iteration 36Q: 3 clusters Score -1085580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1085583.250000 Penalty: 4283.036133
	Iteration 37Q: 3 clusters Score -1085583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1085585.125000 Penalty: 4283.036133
	Iteration 38Q: 3 clusters Score -1085585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1085587.375000 Penalty: 4283.036133
	Iteration 39Q: 3 clusters Score -1085587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1085588.000000 Penalty: 4283.036133
	Iteration 40F: 3 clusters Score -1085588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1085592.000000 Penalty: 4283.036133
	Iteration 41Q: 3 clusters Score -1085592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1085591.000000 Penalty: 4283.036133
	Iteration 42Q: 3 clusters Score -1085591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1085590.625000 Penalty: 4283.036133
	Iteration 43Q: 3 clusters Score -1085591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1085591.750000 Penalty: 4283.036133
	Iteration 44Q: 3 clusters Score -1085592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1085592.875000 Penalty: 4283.036133
	Iteration 45Q: 3 clusters Score -1085593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1085595.000000 Penalty: 4283.036133
	Iteration 46Q: 3 clusters Score -1085595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1085595.375000 Penalty: 4283.036133
	Iteration 47Q: 3 clusters Score -1085595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1085595.125000 Penalty: 4283.036133
	Iteration 48Q: 3 clusters Score -1085595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1085596.875000 Penalty: 4283.036133
	Iteration 49Q: 3 clusters Score -1085597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1085596.000000 Penalty: 4283.036133
	Iteration 50Q: 3 clusters Score -1085596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1085596.000000 Penalty: 4283.036133
	Iteration 51F: 3 clusters Score -1085596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Entering Unmasked Estep 
Score: -1111546.625000 Penalty: 2134.499023
	Iteration 0F: 2 clusters Score -1111547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1106714.875000 Penalty: 4268.998047
	Iteration 0F: 3 clusters Score -1106715 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1107896.000000 Penalty: 4268.998047
	Iteration 1F: 3 clusters Score -1107896 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1108146.000000 Penalty: 4268.998047
	Iteration 2F: 3 clusters Score -1108146 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1108305.000000 Penalty: 4268.998047
	Iteration 3F: 3 clusters Score -1108305 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1108419.750000 Penalty: 4268.998047
	Iteration 4Q: 3 clusters Score -1108420 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1108511.750000 Penalty: 4268.998047
	Iteration 5Q: 3 clusters Score -1108512 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1108588.625000 Penalty: 4268.998047
	Iteration 6Q: 3 clusters Score -1108589 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1108665.000000 Penalty: 4268.998047
	Iteration 7Q: 3 clusters Score -1108665 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1108743.375000 Penalty: 4268.998047
	Iteration 8Q: 3 clusters Score -1108743 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1108807.250000 Penalty: 4268.998047
	Iteration 9Q: 3 clusters Score -1108807 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1108871.000000 Penalty: 4268.998047
	Iteration 10Q: 3 clusters Score -1108871 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1108935.125000 Penalty: 4268.998047
	Iteration 11Q: 3 clusters Score -1108935 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1109004.125000 Penalty: 4268.998047
	Iteration 12Q: 3 clusters Score -1109004 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1109085.625000 Penalty: 4268.998047
	Iteration 13Q: 3 clusters Score -1109086 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1109164.000000 Penalty: 4268.998047
	Iteration 14Q: 3 clusters Score -1109164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1109242.250000 Penalty: 4268.998047
	Iteration 15Q: 3 clusters Score -1109242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1109318.750000 Penalty: 4268.998047
	Iteration 16Q: 3 clusters Score -1109319 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1109392.750000 Penalty: 4268.998047
	Iteration 17Q: 3 clusters Score -1109393 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1109465.875000 Penalty: 4268.998047
	Iteration 18Q: 3 clusters Score -1109466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1109515.125000 Penalty: 4268.998047
	Iteration 19Q: 3 clusters Score -1109515 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1109584.250000 Penalty: 4268.998047
	Iteration 20F: 3 clusters Score -1109584 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1109638.375000 Penalty: 4268.998047
	Iteration 21Q: 3 clusters Score -1109638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1109685.500000 Penalty: 4268.998047
	Iteration 22Q: 3 clusters Score -1109686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1109740.500000 Penalty: 4268.998047
	Iteration 23Q: 3 clusters Score -1109740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1109775.875000 Penalty: 4268.998047
	Iteration 24Q: 3 clusters Score -1109776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1109803.375000 Penalty: 4268.998047
	Iteration 25Q: 3 clusters Score -1109803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1109825.500000 Penalty: 4268.998047
	Iteration 26Q: 3 clusters Score -1109826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1109843.000000 Penalty: 4268.998047
	Iteration 27Q: 3 clusters Score -1109843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1109856.625000 Penalty: 4268.998047
	Iteration 28Q: 3 clusters Score -1109857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1109867.250000 Penalty: 4268.998047
	Iteration 29Q: 3 clusters Score -1109867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1109875.125000 Penalty: 4268.998047
	Iteration 30Q: 3 clusters Score -1109875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1109879.375000 Penalty: 4268.998047
	Iteration 31Q: 3 clusters Score -1109879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1109886.125000 Penalty: 4268.998047
	Iteration 32Q: 3 clusters Score -1109886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1109893.000000 Penalty: 4268.998047
	Iteration 33Q: 3 clusters Score -1109893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1109895.250000 Penalty: 4268.998047
	Iteration 34Q: 3 clusters Score -1109895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1109897.000000 Penalty: 4268.998047
	Iteration 35Q: 3 clusters Score -1109897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1109902.875000 Penalty: 4268.998047
	Iteration 36Q: 3 clusters Score -1109903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1109905.000000 Penalty: 4268.998047
	Iteration 37Q: 3 clusters Score -1109905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1109908.875000 Penalty: 4268.998047
	Iteration 38Q: 3 clusters Score -1109909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1109908.625000 Penalty: 4268.998047
	Iteration 39Q: 3 clusters Score -1109909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1109910.625000 Penalty: 4268.998047
	Iteration 40F: 3 clusters Score -1109911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1109911.000000 Penalty: 4268.998047
	Iteration 41Q: 3 clusters Score -1109911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1109911.000000 Penalty: 4268.998047
	Iteration 42F: 3 clusters Score -1109911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Entering Unmasked Estep 
Score: -6578679.500000 Penalty: 2583.794189
	Iteration 0F: 2 clusters Score -6578680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -6558922.500000 Penalty: 5167.588379
	Iteration 0F: 3 clusters Score -6558922 nChanged 15103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -6567027.000000 Penalty: 5167.588379
	Iteration 1F: 3 clusters Score -6567027 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -6567415.500000 Penalty: 5167.588379
	Iteration 2Q: 3 clusters Score -6567416 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -6567828.000000 Penalty: 5167.588379
	Iteration 3Q: 3 clusters Score -6567828 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -6568189.500000 Penalty: 5167.588379
	Iteration 4Q: 3 clusters Score -6568190 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -6568585.000000 Penalty: 5167.588379
	Iteration 5Q: 3 clusters Score -6568585 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -6568953.500000 Penalty: 5167.588379
	Iteration 6Q: 3 clusters Score -6568954 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -6569427.000000 Penalty: 5167.588379
	Iteration 7Q: 3 clusters Score -6569427 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -6569897.500000 Penalty: 5167.588379
	Iteration 8Q: 3 clusters Score -6569898 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -6570390.000000 Penalty: 5167.588379
	Iteration 9Q: 3 clusters Score -6570390 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -6570980.000000 Penalty: 5167.588379
	Iteration 10F: 3 clusters Score -6570980 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -6572151.500000 Penalty: 5167.588379
	Iteration 11F: 3 clusters Score -6572152 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -6573379.500000 Penalty: 5167.588379
	Iteration 12F: 3 clusters Score -6573380 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -6574358.500000 Penalty: 5167.588379
	Iteration 13Q: 3 clusters Score -6574358 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -6574983.000000 Penalty: 5167.588379
	Iteration 14Q: 3 clusters Score -6574983 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -6575513.000000 Penalty: 5167.588379
	Iteration 15Q: 3 clusters Score -6575513 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -6575828.500000 Penalty: 5167.588379
	Iteration 16Q: 3 clusters Score -6575828 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -6576033.500000 Penalty: 5167.588379
	Iteration 17Q: 3 clusters Score -6576034 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -6576171.500000 Penalty: 5167.588379
	Iteration 18Q: 3 clusters Score -6576172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -6576251.500000 Penalty: 5167.588379
	Iteration 19Q: 3 clusters Score -6576252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -6576288.000000 Penalty: 5167.588379
	Iteration 20F: 3 clusters Score -6576288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -6576348.500000 Penalty: 5167.588379
	Iteration 21Q: 3 clusters Score -6576348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -6576378.000000 Penalty: 5167.588379
	Iteration 22Q: 3 clusters Score -6576378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -6576385.000000 Penalty: 5167.588379
	Iteration 23Q: 3 clusters Score -6576385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -6576409.000000 Penalty: 5167.588379
	Iteration 24Q: 3 clusters Score -6576409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -6576419.500000 Penalty: 5167.588379
	Iteration 25Q: 3 clusters Score -6576420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -6576434.500000 Penalty: 5167.588379
	Iteration 26Q: 3 clusters Score -6576434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -6576439.000000 Penalty: 5167.588379
	Iteration 27Q: 3 clusters Score -6576439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -6576441.000000 Penalty: 5167.588379
	Iteration 28Q: 3 clusters Score -6576441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -6576444.500000 Penalty: 5167.588379
	Iteration 29Q: 3 clusters Score -6576444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -6576444.500000 Penalty: 5167.588379
	Iteration 30F: 3 clusters Score -6576444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -37145.773438 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -37145.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35895.652344 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -35895.65 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36082.886719 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -36082.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36214.589844 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -36214.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36310.816406 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -36310.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36487.332031 Penalty: 2888.230713
	Iteration 4F: 3 clusters Score -36487.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36577.312500 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -36577.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36655.355469 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -36655.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36744.777344 Penalty: 2888.230713
	Iteration 7Q: 3 clusters Score -36744.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36785.304688 Penalty: 2888.230713
	Iteration 8Q: 3 clusters Score -36785.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36798.621094 Penalty: 2888.230713
	Iteration 9Q: 3 clusters Score -36798.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36831.808594 Penalty: 2888.230713
	Iteration 10Q: 3 clusters Score -36831.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36845.289062 Penalty: 2888.230713
	Iteration 11Q: 3 clusters Score -36845.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36883.230469 Penalty: 2888.230713
	Iteration 12Q: 3 clusters Score -36883.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36927.148438 Penalty: 2888.230713
	Iteration 13Q: 3 clusters Score -36927.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36949.488281 Penalty: 2888.230713
	Iteration 14Q: 3 clusters Score -36949.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36991.453125 Penalty: 2888.230713
	Iteration 15Q: 3 clusters Score -36991.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37005.753906 Penalty: 2888.230713
	Iteration 16Q: 3 clusters Score -37005.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37027.863281 Penalty: 2888.230713
	Iteration 17Q: 3 clusters Score -37027.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37082.113281 Penalty: 2888.230713
	Iteration 18Q: 3 clusters Score -37082.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37083.515625 Penalty: 2888.230713
	Iteration 19Q: 3 clusters Score -37083.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37126.378906 Penalty: 2888.230713
	Iteration 20F: 3 clusters Score -37126.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37216.285156 Penalty: 2888.230713
	Iteration 21Q: 3 clusters Score -37216.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37229.359375 Penalty: 2888.230713
	Iteration 22Q: 3 clusters Score -37229.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37262.164062 Penalty: 2888.230713
	Iteration 23Q: 3 clusters Score -37262.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37279.082031 Penalty: 2888.230713
	Iteration 24Q: 3 clusters Score -37279.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37282.203125 Penalty: 2888.230713
	Iteration 25Q: 3 clusters Score -37282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37282.203125 Penalty: 2888.230713
	Iteration 26F: 3 clusters Score -37282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 21246 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 5016 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 5469 members 
Mstep: Class 13 contains 33474 members 
Mstep: Class 14 contains 140 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15119 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8941 members 
Mstep: Class 19 contains 40660 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4900 members 
Mstep: Class 27 contains 25819 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14459 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 20173 members 
Mstep: Class 33 contains 2569 members 
Mstep: Class 34 contains 6888 members 
Mstep: Class 35 contains 18969 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 11659 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15238 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2415 members 
Mstep: Class 49 contains 42236 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15872 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 35582 members 
Mstep: Class 55 contains 22087 members 
Mstep: Class 56 contains 198 members 
Entering Unmasked Estep 
Score: -84237656.000000 Penalty: 180303.937500
Splitting cluster 14 changes total score from -84239608.000000 to -84237656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -61986.804688 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -61986.8 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 204 members 
Entering Unmasked Estep 
Score: -60614.386719 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -60614.39 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60772.777344 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -60772.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60848.121094 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -60848.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60895.976562 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -60895.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -60943.558594 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -60943.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60975.933594 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -60975.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -61001.847656 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -61001.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -61023.351562 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -61023.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -61027.742188 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -61027.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -61033.906250 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -61033.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -61037.515625 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -61037.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -61039.914062 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -61039.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -61040.710938 Penalty: 2993.598877
	Iteration 12F: 3 clusters Score -61040.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -61056.203125 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -61056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -61076.144531 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -61076.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -61096.699219 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -61096.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -61134.476562 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -61134.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -61145.929688 Penalty: 2993.598877
	Iteration 17Q: 3 clusters Score -61145.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -61156.582031 Penalty: 2993.598877
	Iteration 18Q: 3 clusters Score -61156.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -61173.699219 Penalty: 2993.598877
	Iteration 19Q: 3 clusters Score -61173.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -61221.632812 Penalty: 2993.598877
	Iteration 20F: 3 clusters Score -61221.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -61258.398438 Penalty: 2993.598877
	Iteration 21Q: 3 clusters Score -61258.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -61287.296875 Penalty: 2993.598877
	Iteration 22Q: 3 clusters Score -61287.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -61297.921875 Penalty: 2993.598877
	Iteration 23Q: 3 clusters Score -61297.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -61297.921875 Penalty: 2993.598877
	Iteration 24F: 3 clusters Score -61297.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Entering Unmasked Estep 
Score: -3260088.000000 Penalty: 2386.679443
	Iteration 0F: 2 clusters Score -3260088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -3249774.000000 Penalty: 4773.358887
	Iteration 0F: 3 clusters Score -3249774 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3253130.750000 Penalty: 4773.358887
	Iteration 1F: 3 clusters Score -3253131 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3253477.250000 Penalty: 4773.358887
	Iteration 2F: 3 clusters Score -3253477 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3253743.750000 Penalty: 4773.358887
	Iteration 3Q: 3 clusters Score -3253744 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3253950.000000 Penalty: 4773.358887
	Iteration 4Q: 3 clusters Score -3253950 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3254091.500000 Penalty: 4773.358887
	Iteration 5Q: 3 clusters Score -3254092 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3254248.000000 Penalty: 4773.358887
	Iteration 6Q: 3 clusters Score -3254248 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3254414.250000 Penalty: 4773.358887
	Iteration 7Q: 3 clusters Score -3254414 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3254590.500000 Penalty: 4773.358887
	Iteration 8Q: 3 clusters Score -3254590 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -3254783.500000 Penalty: 4773.358887
	Iteration 9Q: 3 clusters Score -3254784 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3254965.750000 Penalty: 4773.358887
	Iteration 10Q: 3 clusters Score -3254966 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3255222.500000 Penalty: 4773.358887
	Iteration 11Q: 3 clusters Score -3255222 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3255499.500000 Penalty: 4773.358887
	Iteration 12Q: 3 clusters Score -3255500 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3255793.750000 Penalty: 4773.358887
	Iteration 13Q: 3 clusters Score -3255794 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3256218.750000 Penalty: 4773.358887
	Iteration 14Q: 3 clusters Score -3256219 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3256597.000000 Penalty: 4773.358887
	Iteration 15Q: 3 clusters Score -3256597 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3256918.250000 Penalty: 4773.358887
	Iteration 16Q: 3 clusters Score -3256918 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3257155.500000 Penalty: 4773.358887
	Iteration 17Q: 3 clusters Score -3257156 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3257295.500000 Penalty: 4773.358887
	Iteration 18Q: 3 clusters Score -3257296 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3257388.750000 Penalty: 4773.358887
	Iteration 19Q: 3 clusters Score -3257389 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3257460.750000 Penalty: 4773.358887
	Iteration 20F: 3 clusters Score -3257461 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3257519.250000 Penalty: 4773.358887
	Iteration 21Q: 3 clusters Score -3257519 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3257579.500000 Penalty: 4773.358887
	Iteration 22Q: 3 clusters Score -3257580 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3257630.500000 Penalty: 4773.358887
	Iteration 23Q: 3 clusters Score -3257630 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3257682.250000 Penalty: 4773.358887
	Iteration 24Q: 3 clusters Score -3257682 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3257741.250000 Penalty: 4773.358887
	Iteration 25Q: 3 clusters Score -3257741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3257767.500000 Penalty: 4773.358887
	Iteration 26Q: 3 clusters Score -3257768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3257794.750000 Penalty: 4773.358887
	Iteration 27Q: 3 clusters Score -3257795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3257806.750000 Penalty: 4773.358887
	Iteration 28Q: 3 clusters Score -3257807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3257822.000000 Penalty: 4773.358887
	Iteration 29Q: 3 clusters Score -3257822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3257838.250000 Penalty: 4773.358887
	Iteration 30Q: 3 clusters Score -3257838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3257854.500000 Penalty: 4773.358887
	Iteration 31Q: 3 clusters Score -3257854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3257870.000000 Penalty: 4773.358887
	Iteration 32Q: 3 clusters Score -3257870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3257882.750000 Penalty: 4773.358887
	Iteration 33Q: 3 clusters Score -3257883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3257890.750000 Penalty: 4773.358887
	Iteration 34Q: 3 clusters Score -3257891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3257901.750000 Penalty: 4773.358887
	Iteration 35Q: 3 clusters Score -3257902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3257908.500000 Penalty: 4773.358887
	Iteration 36Q: 3 clusters Score -3257908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3257917.500000 Penalty: 4773.358887
	Iteration 37Q: 3 clusters Score -3257918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3257922.750000 Penalty: 4773.358887
	Iteration 38Q: 3 clusters Score -3257923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3257928.750000 Penalty: 4773.358887
	Iteration 39Q: 3 clusters Score -3257929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3257932.250000 Penalty: 4773.358887
	Iteration 40F: 3 clusters Score -3257932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3257930.000000 Penalty: 4773.358887
	Iteration 41Q: 3 clusters Score -3257930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3257934.250000 Penalty: 4773.358887
	Iteration 42Q: 3 clusters Score -3257934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3257934.250000 Penalty: 4773.358887
	Iteration 43F: 3 clusters Score -3257934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -132497.281250 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -132497.3 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: -130800.210938 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -130800.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -131063.820312 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -131063.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -131172.578125 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -131172.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -131238.265625 Penalty: 3280.238525
	Iteration 3Q: 3 clusters Score -131238.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -131303.687500 Penalty: 3280.238525
	Iteration 4Q: 3 clusters Score -131303.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -131353.562500 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -131353.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -131393.921875 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -131393.9 nChanged 15
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: -131416.671875 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -131416.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -131430.656250 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -131430.7 nChanged 6
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: -131447.093750 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -131447.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -131472.703125 Penalty: 3280.238525
	Iteration 10Q: 3 clusters Score -131472.7 nChanged 7
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: -131481.953125 Penalty: 3280.238525
	Iteration 11Q: 3 clusters Score -131482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -131489.093750 Penalty: 3280.238525
	Iteration 12Q: 3 clusters Score -131489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -131498.468750 Penalty: 3280.238525
	Iteration 13Q: 3 clusters Score -131498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -131510.468750 Penalty: 3280.238525
	Iteration 14Q: 3 clusters Score -131510.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -131515.859375 Penalty: 3280.238525
	Iteration 15Q: 3 clusters Score -131515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -131515.859375 Penalty: 3280.238525
	Iteration 16F: 3 clusters Score -131515.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1840081.750000 Penalty: 2256.404053
	Iteration 0F: 2 clusters Score -1840082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1833102.250000 Penalty: 4512.808105
	Iteration 0F: 3 clusters Score -1833102 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1835108.625000 Penalty: 4512.808105
	Iteration 1F: 3 clusters Score -1835109 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1835408.750000 Penalty: 4512.808105
	Iteration 2F: 3 clusters Score -1835409 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1835660.375000 Penalty: 4512.808105
	Iteration 3F: 3 clusters Score -1835660 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1835864.000000 Penalty: 4512.808105
	Iteration 4Q: 3 clusters Score -1835864 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1836075.875000 Penalty: 4512.808105
	Iteration 5Q: 3 clusters Score -1836076 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1836320.750000 Penalty: 4512.808105
	Iteration 6Q: 3 clusters Score -1836321 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1836562.875000 Penalty: 4512.808105
	Iteration 7Q: 3 clusters Score -1836563 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1836788.500000 Penalty: 4512.808105
	Iteration 8Q: 3 clusters Score -1836788 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1837021.375000 Penalty: 4512.808105
	Iteration 9Q: 3 clusters Score -1837021 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1837240.625000 Penalty: 4512.808105
	Iteration 10Q: 3 clusters Score -1837241 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1837444.125000 Penalty: 4512.808105
	Iteration 11Q: 3 clusters Score -1837444 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1837619.125000 Penalty: 4512.808105
	Iteration 12Q: 3 clusters Score -1837619 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1837789.875000 Penalty: 4512.808105
	Iteration 13Q: 3 clusters Score -1837790 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1837935.875000 Penalty: 4512.808105
	Iteration 14Q: 3 clusters Score -1837936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1838050.250000 Penalty: 4512.808105
	Iteration 15Q: 3 clusters Score -1838050 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1838147.500000 Penalty: 4512.808105
	Iteration 16Q: 3 clusters Score -1838148 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1838221.250000 Penalty: 4512.808105
	Iteration 17Q: 3 clusters Score -1838221 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1838271.125000 Penalty: 4512.808105
	Iteration 18Q: 3 clusters Score -1838271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1838297.125000 Penalty: 4512.808105
	Iteration 19Q: 3 clusters Score -1838297 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1838325.875000 Penalty: 4512.808105
	Iteration 20F: 3 clusters Score -1838326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1838346.000000 Penalty: 4512.808105
	Iteration 21Q: 3 clusters Score -1838346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1838352.500000 Penalty: 4512.808105
	Iteration 22Q: 3 clusters Score -1838352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1838366.125000 Penalty: 4512.808105
	Iteration 23Q: 3 clusters Score -1838366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1838383.625000 Penalty: 4512.808105
	Iteration 24Q: 3 clusters Score -1838384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1838396.875000 Penalty: 4512.808105
	Iteration 25Q: 3 clusters Score -1838397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1838401.000000 Penalty: 4512.808105
	Iteration 26Q: 3 clusters Score -1838401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1838405.875000 Penalty: 4512.808105
	Iteration 27Q: 3 clusters Score -1838406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1838413.750000 Penalty: 4512.808105
	Iteration 28Q: 3 clusters Score -1838414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1838426.625000 Penalty: 4512.808105
	Iteration 29Q: 3 clusters Score -1838427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1838432.500000 Penalty: 4512.808105
	Iteration 30Q: 3 clusters Score -1838432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1838444.875000 Penalty: 4512.808105
	Iteration 31Q: 3 clusters Score -1838445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1838452.250000 Penalty: 4512.808105
	Iteration 32Q: 3 clusters Score -1838452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1838458.250000 Penalty: 4512.808105
	Iteration 33Q: 3 clusters Score -1838458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1838462.250000 Penalty: 4512.808105
	Iteration 34Q: 3 clusters Score -1838462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1838464.625000 Penalty: 4512.808105
	Iteration 35Q: 3 clusters Score -1838465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1838471.250000 Penalty: 4512.808105
	Iteration 36Q: 3 clusters Score -1838471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1838474.750000 Penalty: 4512.808105
	Iteration 37Q: 3 clusters Score -1838475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1838477.125000 Penalty: 4512.808105
	Iteration 38Q: 3 clusters Score -1838477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1838478.875000 Penalty: 4512.808105
	Iteration 39Q: 3 clusters Score -1838479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1838484.000000 Penalty: 4512.808105
	Iteration 40F: 3 clusters Score -1838484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1838484.125000 Penalty: 4512.808105
	Iteration 41Q: 3 clusters Score -1838484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1838489.750000 Penalty: 4512.808105
	Iteration 42Q: 3 clusters Score -1838490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1838491.750000 Penalty: 4512.808105
	Iteration 43Q: 3 clusters Score -1838492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1838494.375000 Penalty: 4512.808105
	Iteration 44Q: 3 clusters Score -1838494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1838496.750000 Penalty: 4512.808105
	Iteration 45Q: 3 clusters Score -1838497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1838498.375000 Penalty: 4512.808105
	Iteration 46Q: 3 clusters Score -1838498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1838499.875000 Penalty: 4512.808105
	Iteration 47Q: 3 clusters Score -1838500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1838499.625000 Penalty: 4512.808105
	Iteration 48Q: 3 clusters Score -1838500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1838504.000000 Penalty: 4512.808105
	Iteration 49Q: 3 clusters Score -1838504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1838505.000000 Penalty: 4512.808105
	Iteration 50Q: 3 clusters Score -1838505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1838505.250000 Penalty: 4512.808105
	Iteration 51Q: 3 clusters Score -1838505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1838505.250000 Penalty: 4512.808105
	Iteration 52F: 3 clusters Score -1838505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Entering Unmasked Estep 
Score: -7693772.500000 Penalty: 2632.023926
	Iteration 0F: 2 clusters Score -7693772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -7666334.000000 Penalty: 5264.047852
	Iteration 0F: 3 clusters Score -7666334 nChanged 18659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -7676466.500000 Penalty: 5264.047852
	Iteration 1F: 3 clusters Score -7676466 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -7676952.500000 Penalty: 5264.047852
	Iteration 2Q: 3 clusters Score -7676952 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -7677486.500000 Penalty: 5264.047852
	Iteration 3Q: 3 clusters Score -7677486 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -7678145.000000 Penalty: 5264.047852
	Iteration 4Q: 3 clusters Score -7678145 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -7678994.500000 Penalty: 5264.047852
	Iteration 5Q: 3 clusters Score -7678994 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -7680368.000000 Penalty: 5264.047852
	Iteration 6F: 3 clusters Score -7680368 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -7682183.000000 Penalty: 5264.047852
	Iteration 7F: 3 clusters Score -7682183 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -7684540.500000 Penalty: 5264.047852
	Iteration 8F: 3 clusters Score -7684540 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -7687091.000000 Penalty: 5264.047852
	Iteration 9F: 3 clusters Score -7687091 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7689259.000000 Penalty: 5264.047852
	Iteration 10F: 3 clusters Score -7689259 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7690458.000000 Penalty: 5264.047852
	Iteration 11Q: 3 clusters Score -7690458 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7690955.000000 Penalty: 5264.047852
	Iteration 12Q: 3 clusters Score -7690955 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7691186.500000 Penalty: 5264.047852
	Iteration 13Q: 3 clusters Score -7691186 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7691312.500000 Penalty: 5264.047852
	Iteration 14Q: 3 clusters Score -7691312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7691355.500000 Penalty: 5264.047852
	Iteration 15Q: 3 clusters Score -7691356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7691377.500000 Penalty: 5264.047852
	Iteration 16Q: 3 clusters Score -7691378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7691384.500000 Penalty: 5264.047852
	Iteration 17Q: 3 clusters Score -7691384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7691397.500000 Penalty: 5264.047852
	Iteration 18Q: 3 clusters Score -7691398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7691399.500000 Penalty: 5264.047852
	Iteration 19Q: 3 clusters Score -7691400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7691402.500000 Penalty: 5264.047852
	Iteration 20F: 3 clusters Score -7691402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7691405.000000 Penalty: 5264.047852
	Iteration 21Q: 3 clusters Score -7691405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7691407.000000 Penalty: 5264.047852
	Iteration 22Q: 3 clusters Score -7691407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7691407.000000 Penalty: 5264.047852
	Iteration 23F: 3 clusters Score -7691407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Entering Unmasked Estep 
Score: -1523194.000000 Penalty: 2234.887939
	Iteration 0F: 2 clusters Score -1523194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1516683.250000 Penalty: 4469.775879
	Iteration 0F: 3 clusters Score -1516683 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1518676.500000 Penalty: 4469.775879
	Iteration 1F: 3 clusters Score -1518676 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1519131.875000 Penalty: 4469.775879
	Iteration 2F: 3 clusters Score -1519132 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1519474.125000 Penalty: 4469.775879
	Iteration 3F: 3 clusters Score -1519474 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1519766.000000 Penalty: 4469.775879
	Iteration 4F: 3 clusters Score -1519766 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1520009.875000 Penalty: 4469.775879
	Iteration 5Q: 3 clusters Score -1520010 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1520227.500000 Penalty: 4469.775879
	Iteration 6Q: 3 clusters Score -1520228 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1520401.125000 Penalty: 4469.775879
	Iteration 7Q: 3 clusters Score -1520401 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1520533.000000 Penalty: 4469.775879
	Iteration 8Q: 3 clusters Score -1520533 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1520646.000000 Penalty: 4469.775879
	Iteration 9Q: 3 clusters Score -1520646 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1520734.000000 Penalty: 4469.775879
	Iteration 10Q: 3 clusters Score -1520734 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1520817.875000 Penalty: 4469.775879
	Iteration 11Q: 3 clusters Score -1520818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1520895.875000 Penalty: 4469.775879
	Iteration 12Q: 3 clusters Score -1520896 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1520960.875000 Penalty: 4469.775879
	Iteration 13Q: 3 clusters Score -1520961 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1521014.875000 Penalty: 4469.775879
	Iteration 14Q: 3 clusters Score -1521015 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1521060.500000 Penalty: 4469.775879
	Iteration 15Q: 3 clusters Score -1521060 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1521100.875000 Penalty: 4469.775879
	Iteration 16Q: 3 clusters Score -1521101 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1521134.000000 Penalty: 4469.775879
	Iteration 17Q: 3 clusters Score -1521134 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1521160.500000 Penalty: 4469.775879
	Iteration 18Q: 3 clusters Score -1521160 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1521187.875000 Penalty: 4469.775879
	Iteration 19Q: 3 clusters Score -1521188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1521210.500000 Penalty: 4469.775879
	Iteration 20F: 3 clusters Score -1521210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1521237.125000 Penalty: 4469.775879
	Iteration 21Q: 3 clusters Score -1521237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1521254.875000 Penalty: 4469.775879
	Iteration 22Q: 3 clusters Score -1521255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1521276.750000 Penalty: 4469.775879
	Iteration 23Q: 3 clusters Score -1521277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1521294.875000 Penalty: 4469.775879
	Iteration 24Q: 3 clusters Score -1521295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1521315.250000 Penalty: 4469.775879
	Iteration 25Q: 3 clusters Score -1521315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1521322.125000 Penalty: 4469.775879
	Iteration 26Q: 3 clusters Score -1521322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1521331.250000 Penalty: 4469.775879
	Iteration 27Q: 3 clusters Score -1521331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1521342.750000 Penalty: 4469.775879
	Iteration 28Q: 3 clusters Score -1521343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1521347.500000 Penalty: 4469.775879
	Iteration 29Q: 3 clusters Score -1521348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1521354.500000 Penalty: 4469.775879
	Iteration 30Q: 3 clusters Score -1521354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1521363.375000 Penalty: 4469.775879
	Iteration 31Q: 3 clusters Score -1521363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1521369.375000 Penalty: 4469.775879
	Iteration 32Q: 3 clusters Score -1521369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1521373.750000 Penalty: 4469.775879
	Iteration 33Q: 3 clusters Score -1521374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1521378.875000 Penalty: 4469.775879
	Iteration 34Q: 3 clusters Score -1521379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1521381.875000 Penalty: 4469.775879
	Iteration 35Q: 3 clusters Score -1521382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1521386.750000 Penalty: 4469.775879
	Iteration 36Q: 3 clusters Score -1521387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1521385.875000 Penalty: 4469.775879
	Iteration 37Q: 3 clusters Score -1521386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1521385.500000 Penalty: 4469.775879
	Iteration 38Q: 3 clusters Score -1521386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1521386.250000 Penalty: 4469.775879
	Iteration 39Q: 3 clusters Score -1521386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1521384.500000 Penalty: 4469.775879
	Iteration 40F: 3 clusters Score -1521384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1521385.750000 Penalty: 4469.775879
	Iteration 41Q: 3 clusters Score -1521386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1521387.000000 Penalty: 4469.775879
	Iteration 42Q: 3 clusters Score -1521387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1521389.375000 Penalty: 4469.775879
	Iteration 43Q: 3 clusters Score -1521389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1521392.250000 Penalty: 4469.775879
	Iteration 44Q: 3 clusters Score -1521392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1521396.375000 Penalty: 4469.775879
	Iteration 45Q: 3 clusters Score -1521396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1521396.250000 Penalty: 4469.775879
	Iteration 46Q: 3 clusters Score -1521396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1521396.875000 Penalty: 4469.775879
	Iteration 47Q: 3 clusters Score -1521397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1521398.625000 Penalty: 4469.775879
	Iteration 48Q: 3 clusters Score -1521399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1521399.250000 Penalty: 4469.775879
	Iteration 49Q: 3 clusters Score -1521399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1521399.750000 Penalty: 4469.775879
	Iteration 50Q: 3 clusters Score -1521400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1521402.125000 Penalty: 4469.775879
	Iteration 51Q: 3 clusters Score -1521402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1521401.875000 Penalty: 4469.775879
	Iteration 52Q: 3 clusters Score -1521402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1521401.125000 Penalty: 4469.775879
	Iteration 53Q: 3 clusters Score -1521401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1521403.875000 Penalty: 4469.775879
	Iteration 54Q: 3 clusters Score -1521404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1521402.875000 Penalty: 4469.775879
	Iteration 55Q: 3 clusters Score -1521403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1521403.000000 Penalty: 4469.775879
	Iteration 56Q: 3 clusters Score -1521403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1521404.500000 Penalty: 4469.775879
	Iteration 57Q: 3 clusters Score -1521404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1521406.125000 Penalty: 4469.775879
	Iteration 58Q: 3 clusters Score -1521406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1521407.250000 Penalty: 4469.775879
	Iteration 59Q: 3 clusters Score -1521407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1521407.250000 Penalty: 4469.775879
	Iteration 60F: 3 clusters Score -1521407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -51947.734375 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -51947.73 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 185 members 
Entering Unmasked Estep 
Score: -50766.441406 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -50766.44 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51105.917969 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -51105.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -51297.109375 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -51297.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -51386.625000 Penalty: 2960.479004
	Iteration 3Q: 3 clusters Score -51386.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -51404.746094 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -51404.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -51420.457031 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -51420.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -51425.031250 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -51425.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -51425.031250 Penalty: 2960.479004
	Iteration 7F: 3 clusters Score -51425.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -48836.179688 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -48836.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47648.929688 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -47648.93 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47837.769531 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -47837.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47895.707031 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -47895.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47920.472656 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -47920.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47933.527344 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -47933.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47936.445312 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -47936.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47953.101562 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -47953.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47971.679688 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -47971.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47978.835938 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -47978.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47997.687500 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -47997.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -48004.992188 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -48004.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -48011.632812 Penalty: 2862.634766
	Iteration 11Q: 3 clusters Score -48011.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -48017.132812 Penalty: 2862.634766
	Iteration 12Q: 3 clusters Score -48017.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -48026.082031 Penalty: 2862.634766
	Iteration 13Q: 3 clusters Score -48026.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -48026.082031 Penalty: 2862.634766
	Iteration 14F: 3 clusters Score -48026.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -89884.335938 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -89884.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -88397.984375 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -88397.98 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -88754.429688 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -88754.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -88919.718750 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -88919.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88977.953125 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -88977.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88993.859375 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -88993.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89020.781250 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -89020.78 nChanged 13
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: -89078.429688 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -89078.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -89087.164062 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -89087.16 nChanged 5
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: -89103.921875 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -89103.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -89133.171875 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -89133.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89168.296875 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -89168.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89186.726562 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -89186.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89239.171875 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -89239.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89300.867188 Penalty: 3160.319580
	Iteration 13Q: 3 clusters Score -89300.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89337.023438 Penalty: 3160.319580
	Iteration 14Q: 3 clusters Score -89337.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -89352.703125 Penalty: 3160.319580
	Iteration 15Q: 3 clusters Score -89352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -89355.867188 Penalty: 3160.319580
	Iteration 16Q: 3 clusters Score -89355.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -89355.867188 Penalty: 3160.319580
	Iteration 17F: 3 clusters Score -89355.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -57456.347656 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -57456.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -56165.894531 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -56165.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -56277.421875 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -56277.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -56319.074219 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -56319.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56354.300781 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -56354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -56369.281250 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -56369.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56379.640625 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -56379.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56379.640625 Penalty: 2862.634766
	Iteration 6F: 3 clusters Score -56379.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -788344.000000 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -788344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -784262.937500 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -784262.9 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -785337.500000 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -785337.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -785741.250000 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -785741.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -786081.187500 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -786081.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -786309.562500 Penalty: 4147.986328
	Iteration 4F: 3 clusters Score -786309.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -786485.875000 Penalty: 4147.986328
	Iteration 5F: 3 clusters Score -786485.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -786619.562500 Penalty: 4147.986328
	Iteration 6Q: 3 clusters Score -786619.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -786755.750000 Penalty: 4147.986328
	Iteration 7Q: 3 clusters Score -786755.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -786883.437500 Penalty: 4147.986328
	Iteration 8Q: 3 clusters Score -786883.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -787053.375000 Penalty: 4147.986328
	Iteration 9Q: 3 clusters Score -787053.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -787275.312500 Penalty: 4147.986328
	Iteration 10Q: 3 clusters Score -787275.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -787470.562500 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -787470.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -787586.500000 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -787586.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -787668.000000 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -787668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -787728.312500 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -787728.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -787771.375000 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -787771.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -787798.687500 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -787798.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -787825.125000 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -787825.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -787837.500000 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -787837.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -787846.312500 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -787846.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -787855.312500 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -787855.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -787868.375000 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -787868.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -787882.375000 Penalty: 4147.986328
	Iteration 22Q: 3 clusters Score -787882.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -787891.875000 Penalty: 4147.986328
	Iteration 23Q: 3 clusters Score -787891.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -787901.375000 Penalty: 4147.986328
	Iteration 24Q: 3 clusters Score -787901.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -787911.687500 Penalty: 4147.986328
	Iteration 25Q: 3 clusters Score -787911.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -787918.375000 Penalty: 4147.986328
	Iteration 26Q: 3 clusters Score -787918.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -787922.562500 Penalty: 4147.986328
	Iteration 27Q: 3 clusters Score -787922.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -787926.500000 Penalty: 4147.986328
	Iteration 28Q: 3 clusters Score -787926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -787929.375000 Penalty: 4147.986328
	Iteration 29Q: 3 clusters Score -787929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -787930.375000 Penalty: 4147.986328
	Iteration 30Q: 3 clusters Score -787930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -787932.125000 Penalty: 4147.986328
	Iteration 31Q: 3 clusters Score -787932.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -787933.125000 Penalty: 4147.986328
	Iteration 32Q: 3 clusters Score -787933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -787937.187500 Penalty: 4147.986328
	Iteration 33Q: 3 clusters Score -787937.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -787939.875000 Penalty: 4147.986328
	Iteration 34Q: 3 clusters Score -787939.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -787944.562500 Penalty: 4147.986328
	Iteration 35Q: 3 clusters Score -787944.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -787946.312500 Penalty: 4147.986328
	Iteration 36Q: 3 clusters Score -787946.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -787949.000000 Penalty: 4147.986328
	Iteration 37Q: 3 clusters Score -787949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -787952.937500 Penalty: 4147.986328
	Iteration 38Q: 3 clusters Score -787952.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -787952.375000 Penalty: 4147.986328
	Iteration 39Q: 3 clusters Score -787952.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -787955.625000 Penalty: 4147.986328
	Iteration 40F: 3 clusters Score -787955.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -787957.750000 Penalty: 4147.986328
	Iteration 41Q: 3 clusters Score -787957.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -787959.312500 Penalty: 4147.986328
	Iteration 42Q: 3 clusters Score -787959.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -787957.812500 Penalty: 4147.986328
	Iteration 43Q: 3 clusters Score -787957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -787959.187500 Penalty: 4147.986328
	Iteration 44Q: 3 clusters Score -787959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -787959.562500 Penalty: 4147.986328
	Iteration 45Q: 3 clusters Score -787959.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -787959.562500 Penalty: 4147.986328
	Iteration 46F: 3 clusters Score -787959.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Entering Unmasked Estep 
Score: -947771.562500 Penalty: 2107.253662
	Iteration 0F: 2 clusters Score -947771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -943325.312500 Penalty: 4214.507324
	Iteration 0F: 3 clusters Score -943325.3 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -944449.312500 Penalty: 4214.507324
	Iteration 1F: 3 clusters Score -944449.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -944693.437500 Penalty: 4214.507324
	Iteration 2F: 3 clusters Score -944693.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -944843.125000 Penalty: 4214.507324
	Iteration 3F: 3 clusters Score -944843.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -944960.625000 Penalty: 4214.507324
	Iteration 4Q: 3 clusters Score -944960.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -945080.000000 Penalty: 4214.507324
	Iteration 5Q: 3 clusters Score -945080 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -945196.750000 Penalty: 4214.507324
	Iteration 6Q: 3 clusters Score -945196.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -945308.812500 Penalty: 4214.507324
	Iteration 7Q: 3 clusters Score -945308.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -945419.062500 Penalty: 4214.507324
	Iteration 8Q: 3 clusters Score -945419.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -945537.375000 Penalty: 4214.507324
	Iteration 9Q: 3 clusters Score -945537.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -945627.125000 Penalty: 4214.507324
	Iteration 10Q: 3 clusters Score -945627.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -945691.187500 Penalty: 4214.507324
	Iteration 11Q: 3 clusters Score -945691.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -945740.062500 Penalty: 4214.507324
	Iteration 12Q: 3 clusters Score -945740.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -945792.000000 Penalty: 4214.507324
	Iteration 13Q: 3 clusters Score -945792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -945843.687500 Penalty: 4214.507324
	Iteration 14Q: 3 clusters Score -945843.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -945886.187500 Penalty: 4214.507324
	Iteration 15Q: 3 clusters Score -945886.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -945918.312500 Penalty: 4214.507324
	Iteration 16Q: 3 clusters Score -945918.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -945948.187500 Penalty: 4214.507324
	Iteration 17Q: 3 clusters Score -945948.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -945977.187500 Penalty: 4214.507324
	Iteration 18Q: 3 clusters Score -945977.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -945994.437500 Penalty: 4214.507324
	Iteration 19Q: 3 clusters Score -945994.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -946012.312500 Penalty: 4214.507324
	Iteration 20F: 3 clusters Score -946012.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -946026.125000 Penalty: 4214.507324
	Iteration 21Q: 3 clusters Score -946026.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -946044.875000 Penalty: 4214.507324
	Iteration 22Q: 3 clusters Score -946044.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -946061.312500 Penalty: 4214.507324
	Iteration 23Q: 3 clusters Score -946061.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -946080.625000 Penalty: 4214.507324
	Iteration 24Q: 3 clusters Score -946080.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -946093.687500 Penalty: 4214.507324
	Iteration 25Q: 3 clusters Score -946093.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -946106.000000 Penalty: 4214.507324
	Iteration 26Q: 3 clusters Score -946106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -946116.250000 Penalty: 4214.507324
	Iteration 27Q: 3 clusters Score -946116.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -946125.875000 Penalty: 4214.507324
	Iteration 28Q: 3 clusters Score -946125.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -946134.750000 Penalty: 4214.507324
	Iteration 29Q: 3 clusters Score -946134.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -946137.687500 Penalty: 4214.507324
	Iteration 30Q: 3 clusters Score -946137.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -946143.375000 Penalty: 4214.507324
	Iteration 31Q: 3 clusters Score -946143.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -946153.937500 Penalty: 4214.507324
	Iteration 32Q: 3 clusters Score -946153.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -946162.250000 Penalty: 4214.507324
	Iteration 33Q: 3 clusters Score -946162.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -946168.500000 Penalty: 4214.507324
	Iteration 34Q: 3 clusters Score -946168.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -946174.500000 Penalty: 4214.507324
	Iteration 35Q: 3 clusters Score -946174.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -946177.500000 Penalty: 4214.507324
	Iteration 36Q: 3 clusters Score -946177.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -946182.375000 Penalty: 4214.507324
	Iteration 37Q: 3 clusters Score -946182.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -946190.125000 Penalty: 4214.507324
	Iteration 38Q: 3 clusters Score -946190.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -946195.187500 Penalty: 4214.507324
	Iteration 39Q: 3 clusters Score -946195.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -946200.125000 Penalty: 4214.507324
	Iteration 40F: 3 clusters Score -946200.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -946206.062500 Penalty: 4214.507324
	Iteration 41Q: 3 clusters Score -946206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -946208.687500 Penalty: 4214.507324
	Iteration 42Q: 3 clusters Score -946208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -946210.437500 Penalty: 4214.507324
	Iteration 43Q: 3 clusters Score -946210.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -946208.937500 Penalty: 4214.507324
	Iteration 44Q: 3 clusters Score -946208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -946210.562500 Penalty: 4214.507324
	Iteration 45Q: 3 clusters Score -946210.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -946214.812500 Penalty: 4214.507324
	Iteration 46Q: 3 clusters Score -946214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -946217.250000 Penalty: 4214.507324
	Iteration 47Q: 3 clusters Score -946217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -946219.312500 Penalty: 4214.507324
	Iteration 48Q: 3 clusters Score -946219.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -946221.562500 Penalty: 4214.507324
	Iteration 49Q: 3 clusters Score -946221.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -946222.312500 Penalty: 4214.507324
	Iteration 50Q: 3 clusters Score -946222.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -946223.312500 Penalty: 4214.507324
	Iteration 51Q: 3 clusters Score -946223.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -946226.125000 Penalty: 4214.507324
	Iteration 52Q: 3 clusters Score -946226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -946227.625000 Penalty: 4214.507324
	Iteration 53Q: 3 clusters Score -946227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -946229.312500 Penalty: 4214.507324
	Iteration 54Q: 3 clusters Score -946229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -946228.062500 Penalty: 4214.507324
	Iteration 55Q: 3 clusters Score -946228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -946229.937500 Penalty: 4214.507324
	Iteration 56Q: 3 clusters Score -946229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -946230.687500 Penalty: 4214.507324
	Iteration 57Q: 3 clusters Score -946230.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -946231.437500 Penalty: 4214.507324
	Iteration 58Q: 3 clusters Score -946231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -946233.562500 Penalty: 4214.507324
	Iteration 59Q: 3 clusters Score -946233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -946234.000000 Penalty: 4214.507324
	Iteration 60F: 3 clusters Score -946234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Entering Unmasked Estep 
Score: -5016851.500000 Penalty: 2519.398682
	Iteration 0F: 2 clusters Score -5016852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -4999183.000000 Penalty: 5038.797363
	Iteration 0F: 3 clusters Score -4999183 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -5005227.500000 Penalty: 5038.797363
	Iteration 1F: 3 clusters Score -5005228 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -5005614.000000 Penalty: 5038.797363
	Iteration 2Q: 3 clusters Score -5005614 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -5005929.000000 Penalty: 5038.797363
	Iteration 3Q: 3 clusters Score -5005929 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -5006189.000000 Penalty: 5038.797363
	Iteration 4Q: 3 clusters Score -5006189 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -5006472.000000 Penalty: 5038.797363
	Iteration 5Q: 3 clusters Score -5006472 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -5006778.000000 Penalty: 5038.797363
	Iteration 6Q: 3 clusters Score -5006778 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -5007111.500000 Penalty: 5038.797363
	Iteration 7Q: 3 clusters Score -5007112 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -5007552.500000 Penalty: 5038.797363
	Iteration 8Q: 3 clusters Score -5007552 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -5008257.500000 Penalty: 5038.797363
	Iteration 9Q: 3 clusters Score -5008258 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -5009229.500000 Penalty: 5038.797363
	Iteration 10F: 3 clusters Score -5009230 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -5010521.500000 Penalty: 5038.797363
	Iteration 11F: 3 clusters Score -5010522 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -5011899.500000 Penalty: 5038.797363
	Iteration 12F: 3 clusters Score -5011900 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -5013084.000000 Penalty: 5038.797363
	Iteration 13F: 3 clusters Score -5013084 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -5013813.500000 Penalty: 5038.797363
	Iteration 14Q: 3 clusters Score -5013814 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -5014213.000000 Penalty: 5038.797363
	Iteration 15Q: 3 clusters Score -5014213 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -5014411.500000 Penalty: 5038.797363
	Iteration 16Q: 3 clusters Score -5014412 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -5014501.000000 Penalty: 5038.797363
	Iteration 17Q: 3 clusters Score -5014501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -5014579.000000 Penalty: 5038.797363
	Iteration 18Q: 3 clusters Score -5014579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -5014614.000000 Penalty: 5038.797363
	Iteration 19Q: 3 clusters Score -5014614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -5014639.500000 Penalty: 5038.797363
	Iteration 20F: 3 clusters Score -5014640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -5014651.500000 Penalty: 5038.797363
	Iteration 21Q: 3 clusters Score -5014652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -5014659.000000 Penalty: 5038.797363
	Iteration 22Q: 3 clusters Score -5014659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -5014665.500000 Penalty: 5038.797363
	Iteration 23Q: 3 clusters Score -5014666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -5014664.500000 Penalty: 5038.797363
	Iteration 24Q: 3 clusters Score -5014664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -5014666.000000 Penalty: 5038.797363
	Iteration 25Q: 3 clusters Score -5014666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -5014669.000000 Penalty: 5038.797363
	Iteration 26Q: 3 clusters Score -5014669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -5014671.000000 Penalty: 5038.797363
	Iteration 27Q: 3 clusters Score -5014671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -5014671.000000 Penalty: 5038.797363
	Iteration 28F: 3 clusters Score -5014671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16962.708984 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -16962.71 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 121 members 
Entering Unmasked Estep 
Score: -15996.707031 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -15996.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16212.609375 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -16212.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16255.505859 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -16255.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16290.180664 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -16290.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16326.485352 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -16326.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16330.375000 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -16330.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16330.375000 Penalty: 2730.644531
	Iteration 6F: 3 clusters Score -16330.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -166755.406250 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -166755.4 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 516 members 
Entering Unmasked Estep 
Score: -164884.453125 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -164884.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -165316.187500 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -165316.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -165469.062500 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -165469.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -165528.468750 Penalty: 3420.760254
	Iteration 3Q: 3 clusters Score -165528.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -165560.968750 Penalty: 3420.760254
	Iteration 4Q: 3 clusters Score -165561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -165602.468750 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -165602.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -165638.390625 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -165638.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -165661.500000 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -165661.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -165676.375000 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -165676.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -165692.546875 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -165692.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -165710.937500 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -165710.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -165725.234375 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -165725.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -165729.843750 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -165729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -165733.968750 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -165734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -165734.343750 Penalty: 3420.760254
	Iteration 14Q: 3 clusters Score -165734.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -165736.687500 Penalty: 3420.760254
	Iteration 15Q: 3 clusters Score -165736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -165739.250000 Penalty: 3420.760254
	Iteration 16Q: 3 clusters Score -165739.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -165740.062500 Penalty: 3420.760254
	Iteration 17Q: 3 clusters Score -165740.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -165740.062500 Penalty: 3420.760254
	Iteration 18F: 3 clusters Score -165740.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Entering Unmasked Estep 
Score: -3101025.000000 Penalty: 2375.609863
	Iteration 0F: 2 clusters Score -3101025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3091083.500000 Penalty: 4751.219727
	Iteration 0F: 3 clusters Score -3091084 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3094418.500000 Penalty: 4751.219727
	Iteration 1F: 3 clusters Score -3094418 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3094819.250000 Penalty: 4751.219727
	Iteration 2F: 3 clusters Score -3094819 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -3095160.000000 Penalty: 4751.219727
	Iteration 3F: 3 clusters Score -3095160 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3095532.000000 Penalty: 4751.219727
	Iteration 4Q: 3 clusters Score -3095532 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3095983.000000 Penalty: 4751.219727
	Iteration 5F: 3 clusters Score -3095983 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3096475.750000 Penalty: 4751.219727
	Iteration 6F: 3 clusters Score -3096476 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3096978.000000 Penalty: 4751.219727
	Iteration 7F: 3 clusters Score -3096978 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3097492.500000 Penalty: 4751.219727
	Iteration 8Q: 3 clusters Score -3097492 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3097939.250000 Penalty: 4751.219727
	Iteration 9Q: 3 clusters Score -3097939 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3098326.250000 Penalty: 4751.219727
	Iteration 10Q: 3 clusters Score -3098326 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3098610.500000 Penalty: 4751.219727
	Iteration 11Q: 3 clusters Score -3098610 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3098800.250000 Penalty: 4751.219727
	Iteration 12Q: 3 clusters Score -3098800 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3098913.750000 Penalty: 4751.219727
	Iteration 13Q: 3 clusters Score -3098914 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3099000.750000 Penalty: 4751.219727
	Iteration 14Q: 3 clusters Score -3099001 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3099067.000000 Penalty: 4751.219727
	Iteration 15Q: 3 clusters Score -3099067 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3099109.000000 Penalty: 4751.219727
	Iteration 16Q: 3 clusters Score -3099109 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3099135.500000 Penalty: 4751.219727
	Iteration 17Q: 3 clusters Score -3099136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3099146.250000 Penalty: 4751.219727
	Iteration 18Q: 3 clusters Score -3099146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3099161.000000 Penalty: 4751.219727
	Iteration 19Q: 3 clusters Score -3099161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3099157.500000 Penalty: 4751.219727
	Iteration 20F: 3 clusters Score -3099158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3099168.500000 Penalty: 4751.219727
	Iteration 21Q: 3 clusters Score -3099168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3099183.250000 Penalty: 4751.219727
	Iteration 22Q: 3 clusters Score -3099183 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3099193.500000 Penalty: 4751.219727
	Iteration 23Q: 3 clusters Score -3099194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3099190.000000 Penalty: 4751.219727
	Iteration 24Q: 3 clusters Score -3099190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3099206.500000 Penalty: 4751.219727
	Iteration 25Q: 3 clusters Score -3099206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3099204.000000 Penalty: 4751.219727
	Iteration 26Q: 3 clusters Score -3099204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3099213.500000 Penalty: 4751.219727
	Iteration 27Q: 3 clusters Score -3099214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3099205.750000 Penalty: 4751.219727
	Iteration 28Q: 3 clusters Score -3099206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3099207.750000 Penalty: 4751.219727
	Iteration 29Q: 3 clusters Score -3099208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3099205.000000 Penalty: 4751.219727
	Iteration 30Q: 3 clusters Score -3099205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3099202.500000 Penalty: 4751.219727
	Iteration 31Q: 3 clusters Score -3099202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3099210.500000 Penalty: 4751.219727
	Iteration 32Q: 3 clusters Score -3099210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3099223.000000 Penalty: 4751.219727
	Iteration 33Q: 3 clusters Score -3099223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3099242.500000 Penalty: 4751.219727
	Iteration 34Q: 3 clusters Score -3099242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3099244.500000 Penalty: 4751.219727
	Iteration 35Q: 3 clusters Score -3099244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3099241.250000 Penalty: 4751.219727
	Iteration 36Q: 3 clusters Score -3099241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3099237.500000 Penalty: 4751.219727
	Iteration 37Q: 3 clusters Score -3099238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3099249.000000 Penalty: 4751.219727
	Iteration 38Q: 3 clusters Score -3099249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3099248.000000 Penalty: 4751.219727
	Iteration 39Q: 3 clusters Score -3099248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3099264.500000 Penalty: 4751.219727
	Iteration 40F: 3 clusters Score -3099264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3099273.500000 Penalty: 4751.219727
	Iteration 41Q: 3 clusters Score -3099274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3099268.000000 Penalty: 4751.219727
	Iteration 42Q: 3 clusters Score -3099268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3099259.250000 Penalty: 4751.219727
	Iteration 43Q: 3 clusters Score -3099259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3099258.250000 Penalty: 4751.219727
	Iteration 44Q: 3 clusters Score -3099258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3099262.750000 Penalty: 4751.219727
	Iteration 45Q: 3 clusters Score -3099263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3099259.250000 Penalty: 4751.219727
	Iteration 46Q: 3 clusters Score -3099259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3099260.250000 Penalty: 4751.219727
	Iteration 47Q: 3 clusters Score -3099260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3099266.750000 Penalty: 4751.219727
	Iteration 48Q: 3 clusters Score -3099267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3099261.250000 Penalty: 4751.219727
	Iteration 49Q: 3 clusters Score -3099261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3099265.500000 Penalty: 4751.219727
	Iteration 50Q: 3 clusters Score -3099266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3099262.250000 Penalty: 4751.219727
	Iteration 51Q: 3 clusters Score -3099262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3099262.000000 Penalty: 4751.219727
	Iteration 52Q: 3 clusters Score -3099262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3099259.000000 Penalty: 4751.219727
	Iteration 53Q: 3 clusters Score -3099259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3099259.000000 Penalty: 4751.219727
	Iteration 54F: 3 clusters Score -3099259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -403115.500000 Penalty: 1891.389404
	Iteration 0F: 2 clusters Score -403115.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -400442.625000 Penalty: 3782.778809
	Iteration 0F: 3 clusters Score -400442.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -400991.781250 Penalty: 3782.778809
	Iteration 1F: 3 clusters Score -400991.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -401126.812500 Penalty: 3782.778809
	Iteration 2F: 3 clusters Score -401126.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -401207.093750 Penalty: 3782.778809
	Iteration 3Q: 3 clusters Score -401207.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -401238.875000 Penalty: 3782.778809
	Iteration 4Q: 3 clusters Score -401238.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -401265.937500 Penalty: 3782.778809
	Iteration 5Q: 3 clusters Score -401265.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -401289.312500 Penalty: 3782.778809
	Iteration 6Q: 3 clusters Score -401289.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -401312.718750 Penalty: 3782.778809
	Iteration 7Q: 3 clusters Score -401312.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -401333.375000 Penalty: 3782.778809
	Iteration 8Q: 3 clusters Score -401333.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -401355.750000 Penalty: 3782.778809
	Iteration 9Q: 3 clusters Score -401355.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -401382.781250 Penalty: 3782.778809
	Iteration 10Q: 3 clusters Score -401382.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -401393.843750 Penalty: 3782.778809
	Iteration 11Q: 3 clusters Score -401393.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -401402.468750 Penalty: 3782.778809
	Iteration 12Q: 3 clusters Score -401402.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -401413.062500 Penalty: 3782.778809
	Iteration 13Q: 3 clusters Score -401413.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -401420.062500 Penalty: 3782.778809
	Iteration 14Q: 3 clusters Score -401420.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -401423.437500 Penalty: 3782.778809
	Iteration 15Q: 3 clusters Score -401423.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -401428.812500 Penalty: 3782.778809
	Iteration 16Q: 3 clusters Score -401428.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -401432.468750 Penalty: 3782.778809
	Iteration 17Q: 3 clusters Score -401432.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -401438.781250 Penalty: 3782.778809
	Iteration 18Q: 3 clusters Score -401438.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -401441.062500 Penalty: 3782.778809
	Iteration 19Q: 3 clusters Score -401441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -401442.375000 Penalty: 3782.778809
	Iteration 20F: 3 clusters Score -401442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -401442.437500 Penalty: 3782.778809
	Iteration 21Q: 3 clusters Score -401442.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -401443.781250 Penalty: 3782.778809
	Iteration 22Q: 3 clusters Score -401443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -401445.937500 Penalty: 3782.778809
	Iteration 23Q: 3 clusters Score -401445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -401450.156250 Penalty: 3782.778809
	Iteration 24Q: 3 clusters Score -401450.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -401452.843750 Penalty: 3782.778809
	Iteration 25Q: 3 clusters Score -401452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -401457.031250 Penalty: 3782.778809
	Iteration 26Q: 3 clusters Score -401457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -401461.500000 Penalty: 3782.778809
	Iteration 27Q: 3 clusters Score -401461.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -401467.000000 Penalty: 3782.778809
	Iteration 28Q: 3 clusters Score -401467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -401475.375000 Penalty: 3782.778809
	Iteration 29Q: 3 clusters Score -401475.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -401481.125000 Penalty: 3782.778809
	Iteration 30Q: 3 clusters Score -401481.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -401486.125000 Penalty: 3782.778809
	Iteration 31Q: 3 clusters Score -401486.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -401491.500000 Penalty: 3782.778809
	Iteration 32Q: 3 clusters Score -401491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -401494.156250 Penalty: 3782.778809
	Iteration 33Q: 3 clusters Score -401494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -401496.468750 Penalty: 3782.778809
	Iteration 34Q: 3 clusters Score -401496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -401496.875000 Penalty: 3782.778809
	Iteration 35Q: 3 clusters Score -401496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -401498.937500 Penalty: 3782.778809
	Iteration 36Q: 3 clusters Score -401498.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -401500.437500 Penalty: 3782.778809
	Iteration 37Q: 3 clusters Score -401500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -401500.937500 Penalty: 3782.778809
	Iteration 38Q: 3 clusters Score -401500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -401502.375000 Penalty: 3782.778809
	Iteration 39Q: 3 clusters Score -401502.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -401503.468750 Penalty: 3782.778809
	Iteration 40F: 3 clusters Score -401503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -401505.375000 Penalty: 3782.778809
	Iteration 41Q: 3 clusters Score -401505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -401507.656250 Penalty: 3782.778809
	Iteration 42Q: 3 clusters Score -401507.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -401508.437500 Penalty: 3782.778809
	Iteration 43Q: 3 clusters Score -401508.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -401508.437500 Penalty: 3782.778809
	Iteration 44F: 3 clusters Score -401508.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Entering Unmasked Estep 
Score: -4215220.500000 Penalty: 2458.200928
	Iteration 0F: 2 clusters Score -4215220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -4201448.000000 Penalty: 4916.401855
	Iteration 0F: 3 clusters Score -4201448 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -4206209.500000 Penalty: 4916.401855
	Iteration 1F: 3 clusters Score -4206210 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -4206582.000000 Penalty: 4916.401855
	Iteration 2F: 3 clusters Score -4206582 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -4206879.500000 Penalty: 4916.401855
	Iteration 3Q: 3 clusters Score -4206880 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4207187.000000 Penalty: 4916.401855
	Iteration 4Q: 3 clusters Score -4207187 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4207547.000000 Penalty: 4916.401855
	Iteration 5Q: 3 clusters Score -4207547 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -4207947.000000 Penalty: 4916.401855
	Iteration 6Q: 3 clusters Score -4207947 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4208569.000000 Penalty: 4916.401855
	Iteration 7F: 3 clusters Score -4208569 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -4209369.500000 Penalty: 4916.401855
	Iteration 8F: 3 clusters Score -4209370 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -4210354.500000 Penalty: 4916.401855
	Iteration 9F: 3 clusters Score -4210354 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4211354.000000 Penalty: 4916.401855
	Iteration 10F: 3 clusters Score -4211354 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -4212066.000000 Penalty: 4916.401855
	Iteration 11Q: 3 clusters Score -4212066 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -4212518.000000 Penalty: 4916.401855
	Iteration 12Q: 3 clusters Score -4212518 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -4212752.000000 Penalty: 4916.401855
	Iteration 13Q: 3 clusters Score -4212752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -4212872.500000 Penalty: 4916.401855
	Iteration 14Q: 3 clusters Score -4212872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -4212946.000000 Penalty: 4916.401855
	Iteration 15Q: 3 clusters Score -4212946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -4212987.000000 Penalty: 4916.401855
	Iteration 16Q: 3 clusters Score -4212987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -4213027.500000 Penalty: 4916.401855
	Iteration 17Q: 3 clusters Score -4213028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -4213045.000000 Penalty: 4916.401855
	Iteration 18Q: 3 clusters Score -4213045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -4213067.000000 Penalty: 4916.401855
	Iteration 19Q: 3 clusters Score -4213067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -4213078.000000 Penalty: 4916.401855
	Iteration 20F: 3 clusters Score -4213078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -4213097.500000 Penalty: 4916.401855
	Iteration 21Q: 3 clusters Score -4213098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -4213112.000000 Penalty: 4916.401855
	Iteration 22Q: 3 clusters Score -4213112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -4213130.000000 Penalty: 4916.401855
	Iteration 23Q: 3 clusters Score -4213130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4213129.500000 Penalty: 4916.401855
	Iteration 24Q: 3 clusters Score -4213130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -4213132.500000 Penalty: 4916.401855
	Iteration 25Q: 3 clusters Score -4213132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -4213136.000000 Penalty: 4916.401855
	Iteration 26Q: 3 clusters Score -4213136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -4213136.500000 Penalty: 4916.401855
	Iteration 27Q: 3 clusters Score -4213136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -4213136.500000 Penalty: 4916.401855
	Iteration 28F: 3 clusters Score -4213136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Entering Unmasked Estep 
Score: -507097.562500 Penalty: 1947.115479
	Iteration 0F: 2 clusters Score -507097.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -504122.250000 Penalty: 3894.230957
	Iteration 0F: 3 clusters Score -504122.2 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -504667.750000 Penalty: 3894.230957
	Iteration 1F: 3 clusters Score -504667.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -504877.750000 Penalty: 3894.230957
	Iteration 2F: 3 clusters Score -504877.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -505060.875000 Penalty: 3894.230957
	Iteration 3F: 3 clusters Score -505060.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -505258.531250 Penalty: 3894.230957
	Iteration 4F: 3 clusters Score -505258.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -505419.625000 Penalty: 3894.230957
	Iteration 5F: 3 clusters Score -505419.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -505535.250000 Penalty: 3894.230957
	Iteration 6Q: 3 clusters Score -505535.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -505616.500000 Penalty: 3894.230957
	Iteration 7Q: 3 clusters Score -505616.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -505659.906250 Penalty: 3894.230957
	Iteration 8Q: 3 clusters Score -505659.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -505701.031250 Penalty: 3894.230957
	Iteration 9Q: 3 clusters Score -505701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -505735.687500 Penalty: 3894.230957
	Iteration 10Q: 3 clusters Score -505735.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -505760.593750 Penalty: 3894.230957
	Iteration 11Q: 3 clusters Score -505760.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -505780.031250 Penalty: 3894.230957
	Iteration 12Q: 3 clusters Score -505780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -505792.625000 Penalty: 3894.230957
	Iteration 13Q: 3 clusters Score -505792.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -505803.000000 Penalty: 3894.230957
	Iteration 14Q: 3 clusters Score -505803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -505811.812500 Penalty: 3894.230957
	Iteration 15Q: 3 clusters Score -505811.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -505815.968750 Penalty: 3894.230957
	Iteration 16Q: 3 clusters Score -505816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -505818.843750 Penalty: 3894.230957
	Iteration 17Q: 3 clusters Score -505818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -505821.218750 Penalty: 3894.230957
	Iteration 18Q: 3 clusters Score -505821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -505823.875000 Penalty: 3894.230957
	Iteration 19Q: 3 clusters Score -505823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -505826.500000 Penalty: 3894.230957
	Iteration 20F: 3 clusters Score -505826.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -505828.218750 Penalty: 3894.230957
	Iteration 21Q: 3 clusters Score -505828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -505828.718750 Penalty: 3894.230957
	Iteration 22Q: 3 clusters Score -505828.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -505828.718750 Penalty: 3894.230957
	Iteration 23F: 3 clusters Score -505828.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Entering Unmasked Estep 
Score: -1346633.500000 Penalty: 2191.708984
	Iteration 0F: 2 clusters Score -1346634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1340945.250000 Penalty: 4383.417969
	Iteration 0F: 3 clusters Score -1340945 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1342368.000000 Penalty: 4383.417969
	Iteration 1F: 3 clusters Score -1342368 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1342628.875000 Penalty: 4383.417969
	Iteration 2F: 3 clusters Score -1342629 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1342821.500000 Penalty: 4383.417969
	Iteration 3F: 3 clusters Score -1342822 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1342998.500000 Penalty: 4383.417969
	Iteration 4Q: 3 clusters Score -1342998 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1343168.750000 Penalty: 4383.417969
	Iteration 5Q: 3 clusters Score -1343169 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1343343.250000 Penalty: 4383.417969
	Iteration 6Q: 3 clusters Score -1343343 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1343536.750000 Penalty: 4383.417969
	Iteration 7Q: 3 clusters Score -1343537 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1343741.500000 Penalty: 4383.417969
	Iteration 8Q: 3 clusters Score -1343742 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1343941.750000 Penalty: 4383.417969
	Iteration 9Q: 3 clusters Score -1343942 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1344159.000000 Penalty: 4383.417969
	Iteration 10Q: 3 clusters Score -1344159 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1344392.250000 Penalty: 4383.417969
	Iteration 11Q: 3 clusters Score -1344392 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1344599.000000 Penalty: 4383.417969
	Iteration 12Q: 3 clusters Score -1344599 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1344761.500000 Penalty: 4383.417969
	Iteration 13Q: 3 clusters Score -1344762 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1344885.875000 Penalty: 4383.417969
	Iteration 14Q: 3 clusters Score -1344886 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1344979.625000 Penalty: 4383.417969
	Iteration 15Q: 3 clusters Score -1344980 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1345059.000000 Penalty: 4383.417969
	Iteration 16Q: 3 clusters Score -1345059 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1345098.000000 Penalty: 4383.417969
	Iteration 17Q: 3 clusters Score -1345098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1345123.750000 Penalty: 4383.417969
	Iteration 18Q: 3 clusters Score -1345124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1345142.375000 Penalty: 4383.417969
	Iteration 19Q: 3 clusters Score -1345142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1345153.375000 Penalty: 4383.417969
	Iteration 20F: 3 clusters Score -1345153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1345161.000000 Penalty: 4383.417969
	Iteration 21Q: 3 clusters Score -1345161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1345167.875000 Penalty: 4383.417969
	Iteration 22Q: 3 clusters Score -1345168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1345174.375000 Penalty: 4383.417969
	Iteration 23Q: 3 clusters Score -1345174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1345173.875000 Penalty: 4383.417969
	Iteration 24Q: 3 clusters Score -1345174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1345174.500000 Penalty: 4383.417969
	Iteration 25Q: 3 clusters Score -1345174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1345176.375000 Penalty: 4383.417969
	Iteration 26Q: 3 clusters Score -1345176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1345175.375000 Penalty: 4383.417969
	Iteration 27Q: 3 clusters Score -1345175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1345176.500000 Penalty: 4383.417969
	Iteration 28Q: 3 clusters Score -1345176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1345179.500000 Penalty: 4383.417969
	Iteration 29Q: 3 clusters Score -1345180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1345178.875000 Penalty: 4383.417969
	Iteration 30Q: 3 clusters Score -1345179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1345177.750000 Penalty: 4383.417969
	Iteration 31Q: 3 clusters Score -1345178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1345180.875000 Penalty: 4383.417969
	Iteration 32Q: 3 clusters Score -1345181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1345178.375000 Penalty: 4383.417969
	Iteration 33Q: 3 clusters Score -1345178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1345180.625000 Penalty: 4383.417969
	Iteration 34Q: 3 clusters Score -1345181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1345181.625000 Penalty: 4383.417969
	Iteration 35Q: 3 clusters Score -1345182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1345181.625000 Penalty: 4383.417969
	Iteration 36F: 3 clusters Score -1345182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (18969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Entering Unmasked Estep 
Score: -3738091.000000 Penalty: 2442.939209
	Iteration 0F: 2 clusters Score -3738091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3724728.000000 Penalty: 4885.878418
	Iteration 0F: 3 clusters Score -3724728 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3729197.250000 Penalty: 4885.878418
	Iteration 1F: 3 clusters Score -3729197 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3729543.750000 Penalty: 4885.878418
	Iteration 2F: 3 clusters Score -3729544 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3729794.000000 Penalty: 4885.878418
	Iteration 3Q: 3 clusters Score -3729794 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3729998.000000 Penalty: 4885.878418
	Iteration 4Q: 3 clusters Score -3729998 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3730194.000000 Penalty: 4885.878418
	Iteration 5Q: 3 clusters Score -3730194 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3730400.500000 Penalty: 4885.878418
	Iteration 6Q: 3 clusters Score -3730400 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3730679.000000 Penalty: 4885.878418
	Iteration 7Q: 3 clusters Score -3730679 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3731003.750000 Penalty: 4885.878418
	Iteration 8Q: 3 clusters Score -3731004 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -3731398.750000 Penalty: 4885.878418
	Iteration 9Q: 3 clusters Score -3731399 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -3731948.500000 Penalty: 4885.878418
	Iteration 10Q: 3 clusters Score -3731948 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3732609.000000 Penalty: 4885.878418
	Iteration 11F: 3 clusters Score -3732609 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3733376.500000 Penalty: 4885.878418
	Iteration 12F: 3 clusters Score -3733376 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3734177.750000 Penalty: 4885.878418
	Iteration 13Q: 3 clusters Score -3734178 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3734831.000000 Penalty: 4885.878418
	Iteration 14Q: 3 clusters Score -3734831 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3735218.750000 Penalty: 4885.878418
	Iteration 15Q: 3 clusters Score -3735219 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3735476.250000 Penalty: 4885.878418
	Iteration 16Q: 3 clusters Score -3735476 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3735681.250000 Penalty: 4885.878418
	Iteration 17Q: 3 clusters Score -3735681 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3735821.250000 Penalty: 4885.878418
	Iteration 18Q: 3 clusters Score -3735821 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3735900.750000 Penalty: 4885.878418
	Iteration 19Q: 3 clusters Score -3735901 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3735965.500000 Penalty: 4885.878418
	Iteration 20F: 3 clusters Score -3735966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3736003.250000 Penalty: 4885.878418
	Iteration 21Q: 3 clusters Score -3736003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3736030.500000 Penalty: 4885.878418
	Iteration 22Q: 3 clusters Score -3736030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3736060.500000 Penalty: 4885.878418
	Iteration 23Q: 3 clusters Score -3736060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3736085.250000 Penalty: 4885.878418
	Iteration 24Q: 3 clusters Score -3736085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3736100.000000 Penalty: 4885.878418
	Iteration 25Q: 3 clusters Score -3736100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3736105.750000 Penalty: 4885.878418
	Iteration 26Q: 3 clusters Score -3736106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3736113.250000 Penalty: 4885.878418
	Iteration 27Q: 3 clusters Score -3736113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3736112.500000 Penalty: 4885.878418
	Iteration 28Q: 3 clusters Score -3736112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3736110.000000 Penalty: 4885.878418
	Iteration 29Q: 3 clusters Score -3736110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3736118.750000 Penalty: 4885.878418
	Iteration 30Q: 3 clusters Score -3736119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3736124.500000 Penalty: 4885.878418
	Iteration 31Q: 3 clusters Score -3736124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3736122.500000 Penalty: 4885.878418
	Iteration 32Q: 3 clusters Score -3736122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3736121.000000 Penalty: 4885.878418
	Iteration 33Q: 3 clusters Score -3736121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3736124.000000 Penalty: 4885.878418
	Iteration 34Q: 3 clusters Score -3736124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3736122.250000 Penalty: 4885.878418
	Iteration 35Q: 3 clusters Score -3736122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3736122.250000 Penalty: 4885.878418
	Iteration 36F: 3 clusters Score -3736122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Entering Unmasked Estep 
Score: -407846.468750 Penalty: 1912.907837
	Iteration 0F: 2 clusters Score -407846.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -405142.156250 Penalty: 3825.815674
	Iteration 0F: 3 clusters Score -405142.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -405769.156250 Penalty: 3825.815674
	Iteration 1F: 3 clusters Score -405769.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -405980.375000 Penalty: 3825.815674
	Iteration 2F: 3 clusters Score -405980.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -406139.343750 Penalty: 3825.815674
	Iteration 3F: 3 clusters Score -406139.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -406253.656250 Penalty: 3825.815674
	Iteration 4Q: 3 clusters Score -406253.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -406356.187500 Penalty: 3825.815674
	Iteration 5Q: 3 clusters Score -406356.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -406461.031250 Penalty: 3825.815674
	Iteration 6Q: 3 clusters Score -406461 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -406549.375000 Penalty: 3825.815674
	Iteration 7Q: 3 clusters Score -406549.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -406607.093750 Penalty: 3825.815674
	Iteration 8Q: 3 clusters Score -406607.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -406647.562500 Penalty: 3825.815674
	Iteration 9Q: 3 clusters Score -406647.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -406682.593750 Penalty: 3825.815674
	Iteration 10Q: 3 clusters Score -406682.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -406710.187500 Penalty: 3825.815674
	Iteration 11Q: 3 clusters Score -406710.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -406729.031250 Penalty: 3825.815674
	Iteration 12Q: 3 clusters Score -406729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -406740.218750 Penalty: 3825.815674
	Iteration 13Q: 3 clusters Score -406740.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -406748.343750 Penalty: 3825.815674
	Iteration 14Q: 3 clusters Score -406748.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -406753.531250 Penalty: 3825.815674
	Iteration 15Q: 3 clusters Score -406753.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -406761.468750 Penalty: 3825.815674
	Iteration 16Q: 3 clusters Score -406761.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -406769.406250 Penalty: 3825.815674
	Iteration 17Q: 3 clusters Score -406769.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -406774.750000 Penalty: 3825.815674
	Iteration 18Q: 3 clusters Score -406774.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -406781.187500 Penalty: 3825.815674
	Iteration 19Q: 3 clusters Score -406781.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -406786.625000 Penalty: 3825.815674
	Iteration 20F: 3 clusters Score -406786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -406788.500000 Penalty: 3825.815674
	Iteration 21Q: 3 clusters Score -406788.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -406791.781250 Penalty: 3825.815674
	Iteration 22Q: 3 clusters Score -406791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -406794.031250 Penalty: 3825.815674
	Iteration 23Q: 3 clusters Score -406794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -406795.218750 Penalty: 3825.815674
	Iteration 24Q: 3 clusters Score -406795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -406796.500000 Penalty: 3825.815674
	Iteration 25Q: 3 clusters Score -406796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -406797.593750 Penalty: 3825.815674
	Iteration 26Q: 3 clusters Score -406797.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -406799.562500 Penalty: 3825.815674
	Iteration 27Q: 3 clusters Score -406799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -406801.093750 Penalty: 3825.815674
	Iteration 28Q: 3 clusters Score -406801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -406803.281250 Penalty: 3825.815674
	Iteration 29Q: 3 clusters Score -406803.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -406807.343750 Penalty: 3825.815674
	Iteration 30Q: 3 clusters Score -406807.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -406817.625000 Penalty: 3825.815674
	Iteration 31Q: 3 clusters Score -406817.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -406825.750000 Penalty: 3825.815674
	Iteration 32Q: 3 clusters Score -406825.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -406830.312500 Penalty: 3825.815674
	Iteration 33Q: 3 clusters Score -406830.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -406833.250000 Penalty: 3825.815674
	Iteration 34Q: 3 clusters Score -406833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -406835.906250 Penalty: 3825.815674
	Iteration 35Q: 3 clusters Score -406835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -406837.687500 Penalty: 3825.815674
	Iteration 36Q: 3 clusters Score -406837.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -406839.906250 Penalty: 3825.815674
	Iteration 37Q: 3 clusters Score -406839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -406842.312500 Penalty: 3825.815674
	Iteration 38Q: 3 clusters Score -406842.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -406844.593750 Penalty: 3825.815674
	Iteration 39Q: 3 clusters Score -406844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -406846.875000 Penalty: 3825.815674
	Iteration 40F: 3 clusters Score -406846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -406848.062500 Penalty: 3825.815674
	Iteration 41Q: 3 clusters Score -406848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -406848.062500 Penalty: 3825.815674
	Iteration 42F: 3 clusters Score -406848.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -158264.203125 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -158264.2 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 504 members 
Entering Unmasked Estep 
Score: -156372.734375 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -156372.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -156778.031250 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -156778 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -156989.453125 Penalty: 3407.031006
	Iteration 2F: 3 clusters Score -156989.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -157140.234375 Penalty: 3407.031006
	Iteration 3F: 3 clusters Score -157140.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -157248.109375 Penalty: 3407.031006
	Iteration 4F: 3 clusters Score -157248.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -157325.265625 Penalty: 3407.031006
	Iteration 5Q: 3 clusters Score -157325.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -157370.750000 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -157370.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -157392.156250 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -157392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -157405.437500 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -157405.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -157423.453125 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -157423.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -157442.218750 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -157442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -157456.859375 Penalty: 3407.031006
	Iteration 11Q: 3 clusters Score -157456.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -157468.109375 Penalty: 3407.031006
	Iteration 12Q: 3 clusters Score -157468.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -157488.296875 Penalty: 3407.031006
	Iteration 13Q: 3 clusters Score -157488.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -157518.500000 Penalty: 3407.031006
	Iteration 14Q: 3 clusters Score -157518.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -157561.328125 Penalty: 3407.031006
	Iteration 15Q: 3 clusters Score -157561.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -157611.703125 Penalty: 3407.031006
	Iteration 16Q: 3 clusters Score -157611.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -157656.765625 Penalty: 3407.031006
	Iteration 17Q: 3 clusters Score -157656.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -157678.390625 Penalty: 3407.031006
	Iteration 18Q: 3 clusters Score -157678.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -157692.046875 Penalty: 3407.031006
	Iteration 19Q: 3 clusters Score -157692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -157705.031250 Penalty: 3407.031006
	Iteration 20F: 3 clusters Score -157705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -157735.671875 Penalty: 3407.031006
	Iteration 21Q: 3 clusters Score -157735.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -157759.984375 Penalty: 3407.031006
	Iteration 22Q: 3 clusters Score -157760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -157786.593750 Penalty: 3407.031006
	Iteration 23Q: 3 clusters Score -157786.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -157804.078125 Penalty: 3407.031006
	Iteration 24Q: 3 clusters Score -157804.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -157822.406250 Penalty: 3407.031006
	Iteration 25Q: 3 clusters Score -157822.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -157847.593750 Penalty: 3407.031006
	Iteration 26Q: 3 clusters Score -157847.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -157884.312500 Penalty: 3407.031006
	Iteration 27Q: 3 clusters Score -157884.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -157917.531250 Penalty: 3407.031006
	Iteration 28Q: 3 clusters Score -157917.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -157945.859375 Penalty: 3407.031006
	Iteration 29Q: 3 clusters Score -157945.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -157970.578125 Penalty: 3407.031006
	Iteration 30Q: 3 clusters Score -157970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -157980.234375 Penalty: 3407.031006
	Iteration 31Q: 3 clusters Score -157980.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -157989.562500 Penalty: 3407.031006
	Iteration 32Q: 3 clusters Score -157989.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -157996.203125 Penalty: 3407.031006
	Iteration 33Q: 3 clusters Score -157996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -157996.937500 Penalty: 3407.031006
	Iteration 34Q: 3 clusters Score -157996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -157997.578125 Penalty: 3407.031006
	Iteration 35Q: 3 clusters Score -157997.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -157999.843750 Penalty: 3407.031006
	Iteration 36Q: 3 clusters Score -157999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -158000.171875 Penalty: 3407.031006
	Iteration 37F: 3 clusters Score -158000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -158021.062500 Penalty: 3407.031006
	Iteration 38Q: 3 clusters Score -158021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -158088.296875 Penalty: 3407.031006
	Iteration 39Q: 3 clusters Score -158088.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -158129.656250 Penalty: 3407.031006
	Iteration 40F: 3 clusters Score -158129.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -158139.187500 Penalty: 3407.031006
	Iteration 41Q: 3 clusters Score -158139.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -158142.000000 Penalty: 3407.031006
	Iteration 42Q: 3 clusters Score -158142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -158142.546875 Penalty: 3407.031006
	Iteration 43Q: 3 clusters Score -158142.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -158142.546875 Penalty: 3407.031006
	Iteration 44F: 3 clusters Score -158142.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -134291.968750 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -134292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -132586.250000 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -132586.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -132889.062500 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -132889.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -132976.796875 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -132976.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -133008.703125 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -133008.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -133021.656250 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -133021.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -133037.859375 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -133037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -133040.281250 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -133040.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -133045.000000 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -133045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -133050.171875 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -133050.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -133050.171875 Penalty: 3276.898682
	Iteration 9F: 3 clusters Score -133050.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -337812.812500 Penalty: 1881.275635
	Iteration 0F: 2 clusters Score -337812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -335344.875000 Penalty: 3762.551270
	Iteration 0F: 3 clusters Score -335344.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -336358.125000 Penalty: 3762.551270
	Iteration 1F: 3 clusters Score -336358.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -337179.625000 Penalty: 3762.551270
	Iteration 2F: 3 clusters Score -337179.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -337838.156250 Penalty: 3762.551270
	Iteration 3F: 3 clusters Score -337838.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -338249.687500 Penalty: 3762.551270
	Iteration 4F: 3 clusters Score -338249.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -338399.937500 Penalty: 3762.551270
	Iteration 5Q: 3 clusters Score -338399.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -338463.312500 Penalty: 3762.551270
	Iteration 6Q: 3 clusters Score -338463.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -338495.500000 Penalty: 3762.551270
	Iteration 7Q: 3 clusters Score -338495.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -338516.312500 Penalty: 3762.551270
	Iteration 8Q: 3 clusters Score -338516.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -338532.062500 Penalty: 3762.551270
	Iteration 9Q: 3 clusters Score -338532.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -338546.562500 Penalty: 3762.551270
	Iteration 10Q: 3 clusters Score -338546.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -338562.437500 Penalty: 3762.551270
	Iteration 11Q: 3 clusters Score -338562.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -338574.781250 Penalty: 3762.551270
	Iteration 12Q: 3 clusters Score -338574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -338576.156250 Penalty: 3762.551270
	Iteration 13Q: 3 clusters Score -338576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -338577.093750 Penalty: 3762.551270
	Iteration 14Q: 3 clusters Score -338577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -338577.093750 Penalty: 3762.551270
	Iteration 15F: 3 clusters Score -338577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 21246 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 5016 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 5469 members 
Mstep: Class 13 contains 33474 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15119 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8941 members 
Mstep: Class 19 contains 40660 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4900 members 
Mstep: Class 27 contains 25819 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14459 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 20173 members 
Mstep: Class 33 contains 2569 members 
Mstep: Class 34 contains 6888 members 
Mstep: Class 35 contains 18969 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 863 members 
Mstep: Class 40 contains 11659 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15238 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2415 members 
Mstep: Class 49 contains 42236 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15872 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 35582 members 
Mstep: Class 55 contains 22087 members 
Mstep: Class 56 contains 1107 members 
Entering Unmasked Estep 
Score: -84238712.000000 Penalty: 180303.937500
Splitting cluster 39 changes total score from -84239608.000000 to -84238712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (11659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Entering Unmasked Estep 
Score: -2308377.750000 Penalty: 2322.230713
	Iteration 0F: 2 clusters Score -2308378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2299570.500000 Penalty: 4644.461426
	Iteration 0F: 3 clusters Score -2299570 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2302279.250000 Penalty: 4644.461426
	Iteration 1F: 3 clusters Score -2302279 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2302561.000000 Penalty: 4644.461426
	Iteration 2F: 3 clusters Score -2302561 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2302742.000000 Penalty: 4644.461426
	Iteration 3Q: 3 clusters Score -2302742 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2302862.750000 Penalty: 4644.461426
	Iteration 4Q: 3 clusters Score -2302863 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2302954.750000 Penalty: 4644.461426
	Iteration 5Q: 3 clusters Score -2302955 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2303014.000000 Penalty: 4644.461426
	Iteration 6Q: 3 clusters Score -2303014 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2303066.250000 Penalty: 4644.461426
	Iteration 7Q: 3 clusters Score -2303066 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2303103.750000 Penalty: 4644.461426
	Iteration 8Q: 3 clusters Score -2303104 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2303139.500000 Penalty: 4644.461426
	Iteration 9Q: 3 clusters Score -2303140 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2303163.500000 Penalty: 4644.461426
	Iteration 10Q: 3 clusters Score -2303164 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2303192.250000 Penalty: 4644.461426
	Iteration 11Q: 3 clusters Score -2303192 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2303205.000000 Penalty: 4644.461426
	Iteration 12Q: 3 clusters Score -2303205 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2303228.500000 Penalty: 4644.461426
	Iteration 13Q: 3 clusters Score -2303228 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2303243.500000 Penalty: 4644.461426
	Iteration 14Q: 3 clusters Score -2303244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2303254.500000 Penalty: 4644.461426
	Iteration 15Q: 3 clusters Score -2303254 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2303281.000000 Penalty: 4644.461426
	Iteration 16Q: 3 clusters Score -2303281 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2303287.250000 Penalty: 4644.461426
	Iteration 17Q: 3 clusters Score -2303287 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2303299.750000 Penalty: 4644.461426
	Iteration 18Q: 3 clusters Score -2303300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2303309.750000 Penalty: 4644.461426
	Iteration 19Q: 3 clusters Score -2303310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2303325.750000 Penalty: 4644.461426
	Iteration 20F: 3 clusters Score -2303326 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2303333.500000 Penalty: 4644.461426
	Iteration 21Q: 3 clusters Score -2303334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2303347.250000 Penalty: 4644.461426
	Iteration 22Q: 3 clusters Score -2303347 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2303362.250000 Penalty: 4644.461426
	Iteration 23Q: 3 clusters Score -2303362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2303377.500000 Penalty: 4644.461426
	Iteration 24Q: 3 clusters Score -2303378 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2303393.250000 Penalty: 4644.461426
	Iteration 25Q: 3 clusters Score -2303393 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2303411.250000 Penalty: 4644.461426
	Iteration 26Q: 3 clusters Score -2303411 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2303435.500000 Penalty: 4644.461426
	Iteration 27Q: 3 clusters Score -2303436 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2303461.750000 Penalty: 4644.461426
	Iteration 28Q: 3 clusters Score -2303462 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2303486.750000 Penalty: 4644.461426
	Iteration 29Q: 3 clusters Score -2303487 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2303517.500000 Penalty: 4644.461426
	Iteration 30Q: 3 clusters Score -2303518 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2303557.000000 Penalty: 4644.461426
	Iteration 31Q: 3 clusters Score -2303557 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2303620.500000 Penalty: 4644.461426
	Iteration 32Q: 3 clusters Score -2303620 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2303707.000000 Penalty: 4644.461426
	Iteration 33Q: 3 clusters Score -2303707 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2303806.750000 Penalty: 4644.461426
	Iteration 34Q: 3 clusters Score -2303807 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2303941.250000 Penalty: 4644.461426
	Iteration 35Q: 3 clusters Score -2303941 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2304114.250000 Penalty: 4644.461426
	Iteration 36Q: 3 clusters Score -2304114 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2304313.000000 Penalty: 4644.461426
	Iteration 37Q: 3 clusters Score -2304313 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2304541.000000 Penalty: 4644.461426
	Iteration 38Q: 3 clusters Score -2304541 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2304842.500000 Penalty: 4644.461426
	Iteration 39Q: 3 clusters Score -2304842 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2305155.750000 Penalty: 4644.461426
	Iteration 40F: 3 clusters Score -2305156 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2305471.500000 Penalty: 4644.461426
	Iteration 41Q: 3 clusters Score -2305472 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2305743.250000 Penalty: 4644.461426
	Iteration 42Q: 3 clusters Score -2305743 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2305932.500000 Penalty: 4644.461426
	Iteration 43Q: 3 clusters Score -2305932 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2306043.000000 Penalty: 4644.461426
	Iteration 44Q: 3 clusters Score -2306043 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2306133.000000 Penalty: 4644.461426
	Iteration 45Q: 3 clusters Score -2306133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2306191.750000 Penalty: 4644.461426
	Iteration 46Q: 3 clusters Score -2306192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2306227.250000 Penalty: 4644.461426
	Iteration 47Q: 3 clusters Score -2306227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2306252.000000 Penalty: 4644.461426
	Iteration 48Q: 3 clusters Score -2306252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2306275.000000 Penalty: 4644.461426
	Iteration 49Q: 3 clusters Score -2306275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2306288.000000 Penalty: 4644.461426
	Iteration 50Q: 3 clusters Score -2306288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2306298.500000 Penalty: 4644.461426
	Iteration 51Q: 3 clusters Score -2306298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2306298.500000 Penalty: 4644.461426
	Iteration 52Q: 3 clusters Score -2306298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2306298.500000 Penalty: 4644.461426
	Iteration 53F: 3 clusters Score -2306298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -25634.503906 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -25634.5 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 129 members 
Entering Unmasked Estep 
Score: -24589.705078 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -24589.71 nChanged 37
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: -24758.087891 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -24758.09 nChanged 6
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: -24826.281250 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -24826.28 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: -24838.087891 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -24838.09 nChanged 1
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: -24839.486328 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -24839.49 nChanged 0
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: -24839.486328 Penalty: 2710.060547
	Iteration 5F: 3 clusters Score -24839.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -65033.003906 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -65033 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 213 members 
Entering Unmasked Estep 
Score: -63689.828125 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -63689.83 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63888.031250 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -63888.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63976.824219 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -63976.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -64011.167969 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -64011.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -64022.226562 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -64022.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -64022.226562 Penalty: 3032.386475
	Iteration 5F: 3 clusters Score -64022.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Entering Unmasked Estep 
Score: -3265721.250000 Penalty: 2388.623779
	Iteration 0F: 2 clusters Score -3265721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3255379.500000 Penalty: 4777.247559
	Iteration 0F: 3 clusters Score -3255380 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3259007.750000 Penalty: 4777.247559
	Iteration 1F: 3 clusters Score -3259008 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3259566.500000 Penalty: 4777.247559
	Iteration 2F: 3 clusters Score -3259566 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -3260121.000000 Penalty: 4777.247559
	Iteration 3F: 3 clusters Score -3260121 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -3260617.000000 Penalty: 4777.247559
	Iteration 4F: 3 clusters Score -3260617 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3261152.250000 Penalty: 4777.247559
	Iteration 5F: 3 clusters Score -3261152 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -3261733.750000 Penalty: 4777.247559
	Iteration 6F: 3 clusters Score -3261734 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3262213.000000 Penalty: 4777.247559
	Iteration 7F: 3 clusters Score -3262213 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3262639.250000 Penalty: 4777.247559
	Iteration 8Q: 3 clusters Score -3262639 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3263052.750000 Penalty: 4777.247559
	Iteration 9Q: 3 clusters Score -3263053 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -3263380.500000 Penalty: 4777.247559
	Iteration 10Q: 3 clusters Score -3263380 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3263661.750000 Penalty: 4777.247559
	Iteration 11Q: 3 clusters Score -3263662 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3263917.250000 Penalty: 4777.247559
	Iteration 12Q: 3 clusters Score -3263917 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3264112.500000 Penalty: 4777.247559
	Iteration 13Q: 3 clusters Score -3264112 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3264258.000000 Penalty: 4777.247559
	Iteration 14Q: 3 clusters Score -3264258 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3264314.000000 Penalty: 4777.247559
	Iteration 15Q: 3 clusters Score -3264314 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -3264351.500000 Penalty: 4777.247559
	Iteration 16Q: 3 clusters Score -3264352 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3264369.000000 Penalty: 4777.247559
	Iteration 17Q: 3 clusters Score -3264369 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -3264390.750000 Penalty: 4777.247559
	Iteration 18Q: 3 clusters Score -3264391 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -3264415.250000 Penalty: 4777.247559
	Iteration 19Q: 3 clusters Score -3264415 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -3264414.250000 Penalty: 4777.247559
	Iteration 20F: 3 clusters Score -3264414 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3264428.500000 Penalty: 4777.247559
	Iteration 21Q: 3 clusters Score -3264428 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3264419.500000 Penalty: 4777.247559
	Iteration 22Q: 3 clusters Score -3264420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -3264422.250000 Penalty: 4777.247559
	Iteration 23Q: 3 clusters Score -3264422 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3264434.250000 Penalty: 4777.247559
	Iteration 24Q: 3 clusters Score -3264434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3264438.500000 Penalty: 4777.247559
	Iteration 25Q: 3 clusters Score -3264438 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3264442.500000 Penalty: 4777.247559
	Iteration 26Q: 3 clusters Score -3264442 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3264447.500000 Penalty: 4777.247559
	Iteration 27Q: 3 clusters Score -3264448 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3264454.500000 Penalty: 4777.247559
	Iteration 28Q: 3 clusters Score -3264454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3264445.000000 Penalty: 4777.247559
	Iteration 29Q: 3 clusters Score -3264445 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3264448.500000 Penalty: 4777.247559
	Iteration 30Q: 3 clusters Score -3264448 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3264456.500000 Penalty: 4777.247559
	Iteration 31Q: 3 clusters Score -3264456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3264446.000000 Penalty: 4777.247559
	Iteration 32Q: 3 clusters Score -3264446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -3264454.750000 Penalty: 4777.247559
	Iteration 33Q: 3 clusters Score -3264455 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3264455.250000 Penalty: 4777.247559
	Iteration 34Q: 3 clusters Score -3264455 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3264466.750000 Penalty: 4777.247559
	Iteration 35Q: 3 clusters Score -3264467 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3264457.250000 Penalty: 4777.247559
	Iteration 36Q: 3 clusters Score -3264457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3264451.000000 Penalty: 4777.247559
	Iteration 37Q: 3 clusters Score -3264451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3264455.250000 Penalty: 4777.247559
	Iteration 38Q: 3 clusters Score -3264455 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3264459.500000 Penalty: 4777.247559
	Iteration 39Q: 3 clusters Score -3264460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3264450.000000 Penalty: 4777.247559
	Iteration 40F: 3 clusters Score -3264450 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3264457.750000 Penalty: 4777.247559
	Iteration 41Q: 3 clusters Score -3264458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3264456.750000 Penalty: 4777.247559
	Iteration 42Q: 3 clusters Score -3264457 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3264465.000000 Penalty: 4777.247559
	Iteration 43Q: 3 clusters Score -3264465 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3264466.750000 Penalty: 4777.247559
	Iteration 44Q: 3 clusters Score -3264467 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3264464.500000 Penalty: 4777.247559
	Iteration 45Q: 3 clusters Score -3264464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3264479.000000 Penalty: 4777.247559
	Iteration 46Q: 3 clusters Score -3264479 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3264481.500000 Penalty: 4777.247559
	Iteration 47Q: 3 clusters Score -3264482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3264484.750000 Penalty: 4777.247559
	Iteration 48Q: 3 clusters Score -3264485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3264497.250000 Penalty: 4777.247559
	Iteration 49Q: 3 clusters Score -3264497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3264501.750000 Penalty: 4777.247559
	Iteration 50Q: 3 clusters Score -3264502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3264505.250000 Penalty: 4777.247559
	Iteration 51Q: 3 clusters Score -3264505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3264503.750000 Penalty: 4777.247559
	Iteration 52Q: 3 clusters Score -3264504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3264503.500000 Penalty: 4777.247559
	Iteration 53Q: 3 clusters Score -3264504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3264500.500000 Penalty: 4777.247559
	Iteration 54Q: 3 clusters Score -3264500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3264507.500000 Penalty: 4777.247559
	Iteration 55Q: 3 clusters Score -3264508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3264507.500000 Penalty: 4777.247559
	Iteration 56Q: 3 clusters Score -3264508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3264506.750000 Penalty: 4777.247559
	Iteration 57Q: 3 clusters Score -3264507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3264503.500000 Penalty: 4777.247559
	Iteration 58Q: 3 clusters Score -3264504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3264502.250000 Penalty: 4777.247559
	Iteration 59Q: 3 clusters Score -3264502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3264501.000000 Penalty: 4777.247559
	Iteration 60F: 3 clusters Score -3264501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3264499.500000 Penalty: 4777.247559
	Iteration 61Q: 3 clusters Score -3264500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3264495.250000 Penalty: 4777.247559
	Iteration 62Q: 3 clusters Score -3264495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3264497.500000 Penalty: 4777.247559
	Iteration 63Q: 3 clusters Score -3264498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3264499.750000 Penalty: 4777.247559
	Iteration 64Q: 3 clusters Score -3264500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3264504.250000 Penalty: 4777.247559
	Iteration 65Q: 3 clusters Score -3264504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3264506.000000 Penalty: 4777.247559
	Iteration 66Q: 3 clusters Score -3264506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3264512.000000 Penalty: 4777.247559
	Iteration 67Q: 3 clusters Score -3264512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3264511.000000 Penalty: 4777.247559
	Iteration 68Q: 3 clusters Score -3264511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3264506.250000 Penalty: 4777.247559
	Iteration 69Q: 3 clusters Score -3264506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3264507.250000 Penalty: 4777.247559
	Iteration 70Q: 3 clusters Score -3264507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3264500.000000 Penalty: 4777.247559
	Iteration 71Q: 3 clusters Score -3264500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3264504.500000 Penalty: 4777.247559
	Iteration 72Q: 3 clusters Score -3264504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3264494.000000 Penalty: 4777.247559
	Iteration 73Q: 3 clusters Score -3264494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3264500.000000 Penalty: 4777.247559
	Iteration 74Q: 3 clusters Score -3264500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3264496.500000 Penalty: 4777.247559
	Iteration 75Q: 3 clusters Score -3264496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3264499.750000 Penalty: 4777.247559
	Iteration 76Q: 3 clusters Score -3264500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3264499.250000 Penalty: 4777.247559
	Iteration 77Q: 3 clusters Score -3264499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3264498.000000 Penalty: 4777.247559
	Iteration 78Q: 3 clusters Score -3264498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3264496.000000 Penalty: 4777.247559
	Iteration 79Q: 3 clusters Score -3264496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3264490.250000 Penalty: 4777.247559
	Iteration 80F: 3 clusters Score -3264490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3264491.500000 Penalty: 4777.247559
	Iteration 81Q: 3 clusters Score -3264492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3264498.000000 Penalty: 4777.247559
	Iteration 82Q: 3 clusters Score -3264498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3264496.500000 Penalty: 4777.247559
	Iteration 83Q: 3 clusters Score -3264496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3264493.250000 Penalty: 4777.247559
	Iteration 84Q: 3 clusters Score -3264493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3264489.000000 Penalty: 4777.247559
	Iteration 85Q: 3 clusters Score -3264489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3264496.250000 Penalty: 4777.247559
	Iteration 86Q: 3 clusters Score -3264496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3264496.500000 Penalty: 4777.247559
	Iteration 87Q: 3 clusters Score -3264496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3264496.750000 Penalty: 4777.247559
	Iteration 88Q: 3 clusters Score -3264497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3264497.000000 Penalty: 4777.247559
	Iteration 89Q: 3 clusters Score -3264497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3264493.750000 Penalty: 4777.247559
	Iteration 90Q: 3 clusters Score -3264494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3264496.500000 Penalty: 4777.247559
	Iteration 91Q: 3 clusters Score -3264496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3264495.000000 Penalty: 4777.247559
	Iteration 92Q: 3 clusters Score -3264495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3264490.750000 Penalty: 4777.247559
	Iteration 93Q: 3 clusters Score -3264491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3264491.250000 Penalty: 4777.247559
	Iteration 94Q: 3 clusters Score -3264491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3264491.000000 Penalty: 4777.247559
	Iteration 95Q: 3 clusters Score -3264491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3264494.500000 Penalty: 4777.247559
	Iteration 96Q: 3 clusters Score -3264494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3264497.250000 Penalty: 4777.247559
	Iteration 97Q: 3 clusters Score -3264497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3264496.750000 Penalty: 4777.247559
	Iteration 98Q: 3 clusters Score -3264497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3264504.500000 Penalty: 4777.247559
	Iteration 99Q: 3 clusters Score -3264504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3264507.500000 Penalty: 4777.247559
	Iteration 100F: 3 clusters Score -3264508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3264508.750000 Penalty: 4777.247559
	Iteration 101Q: 3 clusters Score -3264509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3264507.500000 Penalty: 4777.247559
	Iteration 102Q: 3 clusters Score -3264508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3264509.250000 Penalty: 4777.247559
	Iteration 103Q: 3 clusters Score -3264509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3264508.250000 Penalty: 4777.247559
	Iteration 104Q: 3 clusters Score -3264508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3264511.750000 Penalty: 4777.247559
	Iteration 105Q: 3 clusters Score -3264512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3264512.750000 Penalty: 4777.247559
	Iteration 106Q: 3 clusters Score -3264513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3264511.250000 Penalty: 4777.247559
	Iteration 107Q: 3 clusters Score -3264511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3264511.250000 Penalty: 4777.247559
	Iteration 108F: 3 clusters Score -3264511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -168751.093750 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -168751.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -166938.750000 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -166938.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -167312.421875 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -167312.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -167490.781250 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -167490.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -167604.531250 Penalty: 3399.236328
	Iteration 3F: 3 clusters Score -167604.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -167661.703125 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -167661.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -167723.765625 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -167723.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -167759.671875 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -167759.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -167806.390625 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -167806.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -167837.968750 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -167838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -167859.078125 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -167859.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -167874.671875 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -167874.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -167914.109375 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -167914.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -167949.156250 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -167949.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -167972.656250 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -167972.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -167980.765625 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -167980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -167985.859375 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -167985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -167986.687500 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -167986.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -167986.687500 Penalty: 3399.236328
	Iteration 17F: 3 clusters Score -167986.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38031.203125 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36965.746094 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36965.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37196.265625 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37196.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37229.488281 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -37229.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -37245.429688 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37245.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -37245.753906 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37245.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -37245.753906 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -37245.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -82879.351562 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -82879.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81418.929688 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -81418.93 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -81736.546875 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -81736.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -81904.601562 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -81904.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82001.960938 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -82001.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82040.554688 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -82040.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82071.375000 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -82071.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82093.179688 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -82093.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82102.570312 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -82102.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82117.335938 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -82117.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82137.531250 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -82137.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82145.140625 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -82145.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82159.617188 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -82159.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82174.765625 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -82174.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82181.921875 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -82181.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82184.203125 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -82184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82186.593750 Penalty: 3126.099121
	Iteration 15F: 3 clusters Score -82186.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82191.046875 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -82191.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -82192.523438 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -82192.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82194.429688 Penalty: 3126.099121
	Iteration 18Q: 3 clusters Score -82194.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82194.429688 Penalty: 3126.099121
	Iteration 19F: 3 clusters Score -82194.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -96077.015625 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -96077.02 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 252 members 
Entering Unmasked Estep 
Score: -94575.015625 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -94575.02 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -94745.601562 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -94745.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -94808.203125 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -94808.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -94830.609375 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -94830.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -94836.328125 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -94836.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -94851.273438 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -94851.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -94862.109375 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -94862.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94871.750000 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -94871.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94896.031250 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -94896.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94909.546875 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -94909.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94913.429688 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -94913.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94917.460938 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -94917.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94917.460938 Penalty: 3104.752441
	Iteration 12F: 3 clusters Score -94917.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -467849.468750 Penalty: 1931.784668
	Iteration 0F: 2 clusters Score -467849.5 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 1214 members 
Entering Unmasked Estep 
Score: -464928.781250 Penalty: 3863.569336
	Iteration 0F: 3 clusters Score -464928.8 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -465522.843750 Penalty: 3863.569336
	Iteration 1F: 3 clusters Score -465522.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -465670.156250 Penalty: 3863.569336
	Iteration 2F: 3 clusters Score -465670.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -465750.843750 Penalty: 3863.569336
	Iteration 3Q: 3 clusters Score -465750.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -465813.156250 Penalty: 3863.569336
	Iteration 4Q: 3 clusters Score -465813.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -465858.500000 Penalty: 3863.569336
	Iteration 5Q: 3 clusters Score -465858.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -465909.250000 Penalty: 3863.569336
	Iteration 6Q: 3 clusters Score -465909.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -465939.843750 Penalty: 3863.569336
	Iteration 7Q: 3 clusters Score -465939.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -465961.875000 Penalty: 3863.569336
	Iteration 8Q: 3 clusters Score -465961.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -465986.500000 Penalty: 3863.569336
	Iteration 9Q: 3 clusters Score -465986.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -466004.031250 Penalty: 3863.569336
	Iteration 10Q: 3 clusters Score -466004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -466020.687500 Penalty: 3863.569336
	Iteration 11Q: 3 clusters Score -466020.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -466031.750000 Penalty: 3863.569336
	Iteration 12Q: 3 clusters Score -466031.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -466050.718750 Penalty: 3863.569336
	Iteration 13Q: 3 clusters Score -466050.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -466067.718750 Penalty: 3863.569336
	Iteration 14Q: 3 clusters Score -466067.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -466074.656250 Penalty: 3863.569336
	Iteration 15Q: 3 clusters Score -466074.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -466081.187500 Penalty: 3863.569336
	Iteration 16Q: 3 clusters Score -466081.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -466093.937500 Penalty: 3863.569336
	Iteration 17Q: 3 clusters Score -466093.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -466103.031250 Penalty: 3863.569336
	Iteration 18Q: 3 clusters Score -466103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -466111.218750 Penalty: 3863.569336
	Iteration 19Q: 3 clusters Score -466111.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -466117.375000 Penalty: 3863.569336
	Iteration 20F: 3 clusters Score -466117.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -466122.437500 Penalty: 3863.569336
	Iteration 21Q: 3 clusters Score -466122.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -466128.875000 Penalty: 3863.569336
	Iteration 22Q: 3 clusters Score -466128.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -466136.781250 Penalty: 3863.569336
	Iteration 23Q: 3 clusters Score -466136.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -466143.968750 Penalty: 3863.569336
	Iteration 24Q: 3 clusters Score -466144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -466151.593750 Penalty: 3863.569336
	Iteration 25Q: 3 clusters Score -466151.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -466157.593750 Penalty: 3863.569336
	Iteration 26Q: 3 clusters Score -466157.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -466163.875000 Penalty: 3863.569336
	Iteration 27Q: 3 clusters Score -466163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -466165.656250 Penalty: 3863.569336
	Iteration 28Q: 3 clusters Score -466165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -466168.718750 Penalty: 3863.569336
	Iteration 29Q: 3 clusters Score -466168.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -466170.781250 Penalty: 3863.569336
	Iteration 30Q: 3 clusters Score -466170.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -466171.562500 Penalty: 3863.569336
	Iteration 31Q: 3 clusters Score -466171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -466172.562500 Penalty: 3863.569336
	Iteration 32Q: 3 clusters Score -466172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -466172.875000 Penalty: 3863.569336
	Iteration 33Q: 3 clusters Score -466172.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -466173.468750 Penalty: 3863.569336
	Iteration 34Q: 3 clusters Score -466173.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -466173.468750 Penalty: 3863.569336
	Iteration 35F: 3 clusters Score -466173.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (42236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Entering Unmasked Estep 
Score: -8235063.000000 Penalty: 2641.455078
	Iteration 0F: 2 clusters Score -8235063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -8212314.000000 Penalty: 5282.910156
	Iteration 0F: 3 clusters Score -8212314 nChanged 19290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -8223200.000000 Penalty: 5282.910156
	Iteration 1F: 3 clusters Score -8223200 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -8223982.500000 Penalty: 5282.910156
	Iteration 2F: 3 clusters Score -8223982 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -8224944.500000 Penalty: 5282.910156
	Iteration 3F: 3 clusters Score -8224944 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -8226189.000000 Penalty: 5282.910156
	Iteration 4F: 3 clusters Score -8226189 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -8227668.000000 Penalty: 5282.910156
	Iteration 5F: 3 clusters Score -8227668 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -8229072.000000 Penalty: 5282.910156
	Iteration 6F: 3 clusters Score -8229072 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -8230431.000000 Penalty: 5282.910156
	Iteration 7F: 3 clusters Score -8230431 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -8231503.500000 Penalty: 5282.910156
	Iteration 8Q: 3 clusters Score -8231504 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -8232261.500000 Penalty: 5282.910156
	Iteration 9Q: 3 clusters Score -8232262 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -8232852.500000 Penalty: 5282.910156
	Iteration 10Q: 3 clusters Score -8232852 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -8233342.500000 Penalty: 5282.910156
	Iteration 11Q: 3 clusters Score -8233342 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -8233737.500000 Penalty: 5282.910156
	Iteration 12Q: 3 clusters Score -8233738 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -8234000.000000 Penalty: 5282.910156
	Iteration 13Q: 3 clusters Score -8234000 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -8234237.000000 Penalty: 5282.910156
	Iteration 14Q: 3 clusters Score -8234237 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -8234436.000000 Penalty: 5282.910156
	Iteration 15Q: 3 clusters Score -8234436 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -8234584.500000 Penalty: 5282.910156
	Iteration 16Q: 3 clusters Score -8234584 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -8234681.500000 Penalty: 5282.910156
	Iteration 17Q: 3 clusters Score -8234682 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -8234750.000000 Penalty: 5282.910156
	Iteration 18Q: 3 clusters Score -8234750 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -8234818.500000 Penalty: 5282.910156
	Iteration 19Q: 3 clusters Score -8234818 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -8234873.000000 Penalty: 5282.910156
	Iteration 20F: 3 clusters Score -8234873 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -8234906.500000 Penalty: 5282.910156
	Iteration 21Q: 3 clusters Score -8234906 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -8234941.500000 Penalty: 5282.910156
	Iteration 22Q: 3 clusters Score -8234942 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -8234980.500000 Penalty: 5282.910156
	Iteration 23Q: 3 clusters Score -8234980 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -8235016.000000 Penalty: 5282.910156
	Iteration 24Q: 3 clusters Score -8235016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8235018.000000 Penalty: 5282.910156
	Iteration 25Q: 3 clusters Score -8235018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -8235026.000000 Penalty: 5282.910156
	Iteration 26Q: 3 clusters Score -8235026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -8235046.500000 Penalty: 5282.910156
	Iteration 27Q: 3 clusters Score -8235046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -8235047.000000 Penalty: 5282.910156
	Iteration 28Q: 3 clusters Score -8235047 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -8235042.000000 Penalty: 5282.910156
	Iteration 29Q: 3 clusters Score -8235042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -8235062.500000 Penalty: 5282.910156
	Iteration 30Q: 3 clusters Score -8235062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -8235083.000000 Penalty: 5282.910156
	Iteration 31Q: 3 clusters Score -8235083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -8235094.000000 Penalty: 5282.910156
	Iteration 32Q: 3 clusters Score -8235094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -8235090.000000 Penalty: 5282.910156
	Iteration 33Q: 3 clusters Score -8235090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -8235085.000000 Penalty: 5282.910156
	Iteration 34Q: 3 clusters Score -8235085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -8235086.000000 Penalty: 5282.910156
	Iteration 35Q: 3 clusters Score -8235086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -8235095.500000 Penalty: 5282.910156
	Iteration 36Q: 3 clusters Score -8235096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -8235090.000000 Penalty: 5282.910156
	Iteration 37Q: 3 clusters Score -8235090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -8235093.500000 Penalty: 5282.910156
	Iteration 38Q: 3 clusters Score -8235094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -8235101.000000 Penalty: 5282.910156
	Iteration 39Q: 3 clusters Score -8235101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -8235098.500000 Penalty: 5282.910156
	Iteration 40F: 3 clusters Score -8235098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -8235105.500000 Penalty: 5282.910156
	Iteration 41Q: 3 clusters Score -8235106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -8235110.500000 Penalty: 5282.910156
	Iteration 42Q: 3 clusters Score -8235110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -8235103.000000 Penalty: 5282.910156
	Iteration 43Q: 3 clusters Score -8235103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -8235098.000000 Penalty: 5282.910156
	Iteration 44Q: 3 clusters Score -8235098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -8235088.500000 Penalty: 5282.910156
	Iteration 45Q: 3 clusters Score -8235088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -8235108.000000 Penalty: 5282.910156
	Iteration 46Q: 3 clusters Score -8235108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -8235103.500000 Penalty: 5282.910156
	Iteration 47Q: 3 clusters Score -8235104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -8235102.500000 Penalty: 5282.910156
	Iteration 48Q: 3 clusters Score -8235102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -8235101.500000 Penalty: 5282.910156
	Iteration 49Q: 3 clusters Score -8235102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -8235090.500000 Penalty: 5282.910156
	Iteration 50Q: 3 clusters Score -8235090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -8235087.500000 Penalty: 5282.910156
	Iteration 51Q: 3 clusters Score -8235088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -8235086.000000 Penalty: 5282.910156
	Iteration 52Q: 3 clusters Score -8235086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -8235082.000000 Penalty: 5282.910156
	Iteration 53Q: 3 clusters Score -8235082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -8235069.500000 Penalty: 5282.910156
	Iteration 54Q: 3 clusters Score -8235070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -8235065.500000 Penalty: 5282.910156
	Iteration 55Q: 3 clusters Score -8235066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -8235065.000000 Penalty: 5282.910156
	Iteration 56Q: 3 clusters Score -8235065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -8235052.500000 Penalty: 5282.910156
	Iteration 57Q: 3 clusters Score -8235052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -8235067.000000 Penalty: 5282.910156
	Iteration 58Q: 3 clusters Score -8235067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -8235074.500000 Penalty: 5282.910156
	Iteration 59Q: 3 clusters Score -8235074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -8235066.500000 Penalty: 5282.910156
	Iteration 60F: 3 clusters Score -8235066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -8235075.000000 Penalty: 5282.910156
	Iteration 61Q: 3 clusters Score -8235075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -8235076.000000 Penalty: 5282.910156
	Iteration 62Q: 3 clusters Score -8235076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -8235069.500000 Penalty: 5282.910156
	Iteration 63Q: 3 clusters Score -8235070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -8235076.500000 Penalty: 5282.910156
	Iteration 64Q: 3 clusters Score -8235076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -8235078.000000 Penalty: 5282.910156
	Iteration 65Q: 3 clusters Score -8235078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -8235064.500000 Penalty: 5282.910156
	Iteration 66Q: 3 clusters Score -8235064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -8235069.500000 Penalty: 5282.910156
	Iteration 67Q: 3 clusters Score -8235070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -8235062.000000 Penalty: 5282.910156
	Iteration 68Q: 3 clusters Score -8235062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -8235056.500000 Penalty: 5282.910156
	Iteration 69Q: 3 clusters Score -8235056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -8235060.000000 Penalty: 5282.910156
	Iteration 70Q: 3 clusters Score -8235060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -8235060.500000 Penalty: 5282.910156
	Iteration 71Q: 3 clusters Score -8235060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -8235049.000000 Penalty: 5282.910156
	Iteration 72Q: 3 clusters Score -8235049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -8235053.500000 Penalty: 5282.910156
	Iteration 73Q: 3 clusters Score -8235054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -8235054.500000 Penalty: 5282.910156
	Iteration 74Q: 3 clusters Score -8235054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -8235048.500000 Penalty: 5282.910156
	Iteration 75Q: 3 clusters Score -8235048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -8235039.000000 Penalty: 5282.910156
	Iteration 76Q: 3 clusters Score -8235039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -8235053.500000 Penalty: 5282.910156
	Iteration 77Q: 3 clusters Score -8235054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -8235046.500000 Penalty: 5282.910156
	Iteration 78Q: 3 clusters Score -8235046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -8235040.000000 Penalty: 5282.910156
	Iteration 79Q: 3 clusters Score -8235040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -8235051.500000 Penalty: 5282.910156
	Iteration 80F: 3 clusters Score -8235052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -8235056.500000 Penalty: 5282.910156
	Iteration 81Q: 3 clusters Score -8235056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -8235065.500000 Penalty: 5282.910156
	Iteration 82Q: 3 clusters Score -8235066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -8235072.000000 Penalty: 5282.910156
	Iteration 83Q: 3 clusters Score -8235072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -8235087.000000 Penalty: 5282.910156
	Iteration 84Q: 3 clusters Score -8235087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -8235096.500000 Penalty: 5282.910156
	Iteration 85Q: 3 clusters Score -8235096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -8235100.000000 Penalty: 5282.910156
	Iteration 86Q: 3 clusters Score -8235100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -8235106.500000 Penalty: 5282.910156
	Iteration 87Q: 3 clusters Score -8235106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -8235104.000000 Penalty: 5282.910156
	Iteration 88Q: 3 clusters Score -8235104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -8235111.000000 Penalty: 5282.910156
	Iteration 89Q: 3 clusters Score -8235111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -8235103.000000 Penalty: 5282.910156
	Iteration 90Q: 3 clusters Score -8235103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -8235117.000000 Penalty: 5282.910156
	Iteration 91Q: 3 clusters Score -8235117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -8235120.000000 Penalty: 5282.910156
	Iteration 92Q: 3 clusters Score -8235120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -8235125.000000 Penalty: 5282.910156
	Iteration 93Q: 3 clusters Score -8235125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -8235125.000000 Penalty: 5282.910156
	Iteration 94F: 3 clusters Score -8235125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 21246 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 5016 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 5469 members 
Mstep: Class 13 contains 33474 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15119 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8941 members 
Mstep: Class 19 contains 40660 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4900 members 
Mstep: Class 27 contains 25819 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14459 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 20173 members 
Mstep: Class 33 contains 2569 members 
Mstep: Class 34 contains 6888 members 
Mstep: Class 35 contains 18969 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 11659 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15238 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2415 members 
Mstep: Class 49 contains 37227 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15872 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 35582 members 
Mstep: Class 55 contains 22087 members 
Mstep: Class 56 contains 5009 members 
Entering Unmasked Estep 
Score: -84239280.000000 Penalty: 180303.937500
Splitting cluster 49 changes total score from -84239608.000000 to -84239280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -17186.345703 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -17186.35 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 116 members 
Entering Unmasked Estep 
Score: -16345.364258 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -16345.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16491.630859 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -16491.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16525.345703 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -16525.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16533.873047 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -16533.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16543.980469 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -16543.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16561.865234 Penalty: 2677.488770
	Iteration 5Q: 3 clusters Score -16561.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16580.994141 Penalty: 2677.488770
	Iteration 6Q: 3 clusters Score -16580.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16581.867188 Penalty: 2677.488770
	Iteration 7Q: 3 clusters Score -16581.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16581.867188 Penalty: 2677.488770
	Iteration 8F: 3 clusters Score -16581.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -129641.765625 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -129641.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -128001.546875 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -128001.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -128411.023438 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -128411 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -128680.953125 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -128681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -128783.929688 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -128783.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -128862.539062 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -128862.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -128903.437500 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -128903.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -128924.507812 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -128924.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -128931.562500 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -128931.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -128948.984375 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -128949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -128960.976562 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -128961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -128968.328125 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -128968.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -128974.765625 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -128974.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -128983.789062 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -128983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -128988.156250 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -128988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -128991.609375 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -128991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -128994.109375 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -128994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -128995.164062 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -128995.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -128997.023438 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -128997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -128997.679688 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -128997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -128998.460938 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -128998.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -129004.320312 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -129004.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -129006.726562 Penalty: 3292.729736
	Iteration 21Q: 3 clusters Score -129006.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -129008.617188 Penalty: 3292.729736
	Iteration 22Q: 3 clusters Score -129008.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -129008.617188 Penalty: 3292.729736
	Iteration 23F: 3 clusters Score -129008.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (15872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Entering Unmasked Estep 
Score: -3417860.000000 Penalty: 2398.733398
	Iteration 0F: 2 clusters Score -3417860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3407395.250000 Penalty: 4797.466797
	Iteration 0F: 3 clusters Score -3407395 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3411026.500000 Penalty: 4797.466797
	Iteration 1F: 3 clusters Score -3411026 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3411405.500000 Penalty: 4797.466797
	Iteration 2F: 3 clusters Score -3411406 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3411771.000000 Penalty: 4797.466797
	Iteration 3F: 3 clusters Score -3411771 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3412057.750000 Penalty: 4797.466797
	Iteration 4Q: 3 clusters Score -3412058 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3412411.750000 Penalty: 4797.466797
	Iteration 5Q: 3 clusters Score -3412412 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -3412778.750000 Penalty: 4797.466797
	Iteration 6F: 3 clusters Score -3412779 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3413365.000000 Penalty: 4797.466797
	Iteration 7F: 3 clusters Score -3413365 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3413991.750000 Penalty: 4797.466797
	Iteration 8F: 3 clusters Score -3413992 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3414525.750000 Penalty: 4797.466797
	Iteration 9Q: 3 clusters Score -3414526 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3414923.500000 Penalty: 4797.466797
	Iteration 10Q: 3 clusters Score -3414924 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3415252.000000 Penalty: 4797.466797
	Iteration 11Q: 3 clusters Score -3415252 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3415461.250000 Penalty: 4797.466797
	Iteration 12Q: 3 clusters Score -3415461 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3415550.000000 Penalty: 4797.466797
	Iteration 13Q: 3 clusters Score -3415550 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3415609.000000 Penalty: 4797.466797
	Iteration 14Q: 3 clusters Score -3415609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3415664.000000 Penalty: 4797.466797
	Iteration 15Q: 3 clusters Score -3415664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3415695.500000 Penalty: 4797.466797
	Iteration 16Q: 3 clusters Score -3415696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3415717.500000 Penalty: 4797.466797
	Iteration 17Q: 3 clusters Score -3415718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3415735.500000 Penalty: 4797.466797
	Iteration 18Q: 3 clusters Score -3415736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3415743.500000 Penalty: 4797.466797
	Iteration 19Q: 3 clusters Score -3415744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3415755.250000 Penalty: 4797.466797
	Iteration 20F: 3 clusters Score -3415755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3415759.250000 Penalty: 4797.466797
	Iteration 21Q: 3 clusters Score -3415759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3415761.500000 Penalty: 4797.466797
	Iteration 22Q: 3 clusters Score -3415762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3415768.750000 Penalty: 4797.466797
	Iteration 23Q: 3 clusters Score -3415769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3415774.250000 Penalty: 4797.466797
	Iteration 24Q: 3 clusters Score -3415774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3415778.250000 Penalty: 4797.466797
	Iteration 25Q: 3 clusters Score -3415778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3415782.750000 Penalty: 4797.466797
	Iteration 26Q: 3 clusters Score -3415783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3415784.000000 Penalty: 4797.466797
	Iteration 27Q: 3 clusters Score -3415784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3415781.750000 Penalty: 4797.466797
	Iteration 28Q: 3 clusters Score -3415782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3415786.500000 Penalty: 4797.466797
	Iteration 29Q: 3 clusters Score -3415786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3415786.500000 Penalty: 4797.466797
	Iteration 30F: 3 clusters Score -3415786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -457008.218750 Penalty: 1926.701172
	Iteration 0F: 2 clusters Score -457008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -454152.062500 Penalty: 3853.402344
	Iteration 0F: 3 clusters Score -454152.1 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -454712.812500 Penalty: 3853.402344
	Iteration 1F: 3 clusters Score -454712.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -454870.093750 Penalty: 3853.402344
	Iteration 2F: 3 clusters Score -454870.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -454978.218750 Penalty: 3853.402344
	Iteration 3F: 3 clusters Score -454978.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -455043.437500 Penalty: 3853.402344
	Iteration 4Q: 3 clusters Score -455043.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -455102.812500 Penalty: 3853.402344
	Iteration 5Q: 3 clusters Score -455102.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -455151.468750 Penalty: 3853.402344
	Iteration 6Q: 3 clusters Score -455151.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -455186.781250 Penalty: 3853.402344
	Iteration 7Q: 3 clusters Score -455186.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -455215.531250 Penalty: 3853.402344
	Iteration 8Q: 3 clusters Score -455215.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -455247.875000 Penalty: 3853.402344
	Iteration 9Q: 3 clusters Score -455247.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -455262.687500 Penalty: 3853.402344
	Iteration 10Q: 3 clusters Score -455262.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -455272.937500 Penalty: 3853.402344
	Iteration 11Q: 3 clusters Score -455272.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -455282.531250 Penalty: 3853.402344
	Iteration 12Q: 3 clusters Score -455282.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -455291.781250 Penalty: 3853.402344
	Iteration 13Q: 3 clusters Score -455291.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -455303.531250 Penalty: 3853.402344
	Iteration 14Q: 3 clusters Score -455303.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -455318.906250 Penalty: 3853.402344
	Iteration 15Q: 3 clusters Score -455318.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -455329.593750 Penalty: 3853.402344
	Iteration 16Q: 3 clusters Score -455329.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -455336.656250 Penalty: 3853.402344
	Iteration 17Q: 3 clusters Score -455336.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -455342.250000 Penalty: 3853.402344
	Iteration 18Q: 3 clusters Score -455342.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -455350.281250 Penalty: 3853.402344
	Iteration 19Q: 3 clusters Score -455350.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -455356.781250 Penalty: 3853.402344
	Iteration 20F: 3 clusters Score -455356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -455363.187500 Penalty: 3853.402344
	Iteration 21Q: 3 clusters Score -455363.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -455370.656250 Penalty: 3853.402344
	Iteration 22Q: 3 clusters Score -455370.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -455376.250000 Penalty: 3853.402344
	Iteration 23Q: 3 clusters Score -455376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -455376.781250 Penalty: 3853.402344
	Iteration 24Q: 3 clusters Score -455376.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -455376.781250 Penalty: 3853.402344
	Iteration 25F: 3 clusters Score -455376.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (35582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Entering Unmasked Estep 
Score: -6979377.000000 Penalty: 2598.939697
	Iteration 0F: 2 clusters Score -6979377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -6958944.500000 Penalty: 5197.879395
	Iteration 0F: 3 clusters Score -6958944 nChanged 16165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -6967563.000000 Penalty: 5197.879395
	Iteration 1F: 3 clusters Score -6967563 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -6968054.500000 Penalty: 5197.879395
	Iteration 2Q: 3 clusters Score -6968054 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -6968489.500000 Penalty: 5197.879395
	Iteration 3Q: 3 clusters Score -6968490 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -6968916.000000 Penalty: 5197.879395
	Iteration 4Q: 3 clusters Score -6968916 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -6969470.500000 Penalty: 5197.879395
	Iteration 5Q: 3 clusters Score -6969470 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -6970185.500000 Penalty: 5197.879395
	Iteration 6F: 3 clusters Score -6970186 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -6971279.000000 Penalty: 5197.879395
	Iteration 7F: 3 clusters Score -6971279 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -6972651.000000 Penalty: 5197.879395
	Iteration 8F: 3 clusters Score -6972651 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -6973933.000000 Penalty: 5197.879395
	Iteration 9F: 3 clusters Score -6973933 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -6974974.000000 Penalty: 5197.879395
	Iteration 10F: 3 clusters Score -6974974 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -6975742.500000 Penalty: 5197.879395
	Iteration 11Q: 3 clusters Score -6975742 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -6976229.500000 Penalty: 5197.879395
	Iteration 12Q: 3 clusters Score -6976230 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -6976528.500000 Penalty: 5197.879395
	Iteration 13Q: 3 clusters Score -6976528 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -6976730.500000 Penalty: 5197.879395
	Iteration 14Q: 3 clusters Score -6976730 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -6976834.500000 Penalty: 5197.879395
	Iteration 15Q: 3 clusters Score -6976834 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -6976877.000000 Penalty: 5197.879395
	Iteration 16Q: 3 clusters Score -6976877 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -6976965.000000 Penalty: 5197.879395
	Iteration 17Q: 3 clusters Score -6976965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -6976998.500000 Penalty: 5197.879395
	Iteration 18Q: 3 clusters Score -6976998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -6977015.000000 Penalty: 5197.879395
	Iteration 19Q: 3 clusters Score -6977015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -6977041.000000 Penalty: 5197.879395
	Iteration 20F: 3 clusters Score -6977041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -6977058.000000 Penalty: 5197.879395
	Iteration 21Q: 3 clusters Score -6977058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -6977076.500000 Penalty: 5197.879395
	Iteration 22Q: 3 clusters Score -6977076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -6977079.000000 Penalty: 5197.879395
	Iteration 23Q: 3 clusters Score -6977079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -6977087.500000 Penalty: 5197.879395
	Iteration 24Q: 3 clusters Score -6977088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -6977094.500000 Penalty: 5197.879395
	Iteration 25Q: 3 clusters Score -6977094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -6977099.500000 Penalty: 5197.879395
	Iteration 26Q: 3 clusters Score -6977100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -6977098.500000 Penalty: 5197.879395
	Iteration 27Q: 3 clusters Score -6977098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -6977099.500000 Penalty: 5197.879395
	Iteration 28Q: 3 clusters Score -6977100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -6977099.500000 Penalty: 5197.879395
	Iteration 29F: 3 clusters Score -6977100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (22087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Entering Unmasked Estep 
Score: -4356359.000000 Penalty: 2480.680664
	Iteration 0F: 2 clusters Score -4356359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -4341669.500000 Penalty: 4961.361328
	Iteration 0F: 3 clusters Score -4341670 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -4346813.000000 Penalty: 4961.361328
	Iteration 1F: 3 clusters Score -4346813 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -4347191.000000 Penalty: 4961.361328
	Iteration 2Q: 3 clusters Score -4347191 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -4347546.000000 Penalty: 4961.361328
	Iteration 3Q: 3 clusters Score -4347546 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -4347935.500000 Penalty: 4961.361328
	Iteration 4Q: 3 clusters Score -4347936 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -4348371.000000 Penalty: 4961.361328
	Iteration 5Q: 3 clusters Score -4348371 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -4348917.500000 Penalty: 4961.361328
	Iteration 6Q: 3 clusters Score -4348918 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -4349588.500000 Penalty: 4961.361328
	Iteration 7F: 3 clusters Score -4349588 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -4350450.500000 Penalty: 4961.361328
	Iteration 8F: 3 clusters Score -4350450 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -4351415.500000 Penalty: 4961.361328
	Iteration 9F: 3 clusters Score -4351416 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4352465.000000 Penalty: 4961.361328
	Iteration 10F: 3 clusters Score -4352465 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4353080.500000 Penalty: 4961.361328
	Iteration 11Q: 3 clusters Score -4353080 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4353480.500000 Penalty: 4961.361328
	Iteration 12Q: 3 clusters Score -4353480 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4353754.000000 Penalty: 4961.361328
	Iteration 13Q: 3 clusters Score -4353754 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4353864.500000 Penalty: 4961.361328
	Iteration 14Q: 3 clusters Score -4353864 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4353953.000000 Penalty: 4961.361328
	Iteration 15Q: 3 clusters Score -4353953 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4354032.500000 Penalty: 4961.361328
	Iteration 16Q: 3 clusters Score -4354032 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4354071.500000 Penalty: 4961.361328
	Iteration 17Q: 3 clusters Score -4354072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4354090.500000 Penalty: 4961.361328
	Iteration 18Q: 3 clusters Score -4354090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4354128.000000 Penalty: 4961.361328
	Iteration 19Q: 3 clusters Score -4354128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4354160.500000 Penalty: 4961.361328
	Iteration 20F: 3 clusters Score -4354160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4354172.000000 Penalty: 4961.361328
	Iteration 21Q: 3 clusters Score -4354172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4354183.000000 Penalty: 4961.361328
	Iteration 22Q: 3 clusters Score -4354183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4354186.000000 Penalty: 4961.361328
	Iteration 23Q: 3 clusters Score -4354186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4354198.500000 Penalty: 4961.361328
	Iteration 24Q: 3 clusters Score -4354198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4354205.000000 Penalty: 4961.361328
	Iteration 25Q: 3 clusters Score -4354205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4354212.000000 Penalty: 4961.361328
	Iteration 26Q: 3 clusters Score -4354212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4354218.500000 Penalty: 4961.361328
	Iteration 27Q: 3 clusters Score -4354218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4354221.000000 Penalty: 4961.361328
	Iteration 28Q: 3 clusters Score -4354221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4354223.500000 Penalty: 4961.361328
	Iteration 29Q: 3 clusters Score -4354224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4354230.500000 Penalty: 4961.361328
	Iteration 30Q: 3 clusters Score -4354230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4354233.000000 Penalty: 4961.361328
	Iteration 31Q: 3 clusters Score -4354233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4354233.500000 Penalty: 4961.361328
	Iteration 32Q: 3 clusters Score -4354234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4354246.500000 Penalty: 4961.361328
	Iteration 33Q: 3 clusters Score -4354246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4354247.000000 Penalty: 4961.361328
	Iteration 34Q: 3 clusters Score -4354247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4354253.500000 Penalty: 4961.361328
	Iteration 35Q: 3 clusters Score -4354254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4354249.500000 Penalty: 4961.361328
	Iteration 36Q: 3 clusters Score -4354250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4354249.500000 Penalty: 4961.361328
	Iteration 37Q: 3 clusters Score -4354250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4354257.000000 Penalty: 4961.361328
	Iteration 38Q: 3 clusters Score -4354257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4354258.000000 Penalty: 4961.361328
	Iteration 39Q: 3 clusters Score -4354258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4354258.000000 Penalty: 4961.361328
	Iteration 40F: 3 clusters Score -4354258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 21246 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 5016 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 5469 members 
Mstep: Class 13 contains 33474 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15119 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8941 members 
Mstep: Class 19 contains 40660 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4900 members 
Mstep: Class 27 contains 25819 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14459 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 20173 members 
Mstep: Class 33 contains 2569 members 
Mstep: Class 34 contains 6888 members 
Mstep: Class 35 contains 18969 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 11659 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15238 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2415 members 
Mstep: Class 49 contains 42236 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15872 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 35582 members 
Mstep: Class 55 contains 22087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239536.000000 Penalty: 177084.234375
Iteration 159Q: 56 clusters Score -8.423954e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 21275 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 4133 members 
Mstep: Class 5 contains 5021 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 5467 members 
Mstep: Class 13 contains 33788 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15142 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8945 members 
Mstep: Class 19 contains 40628 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4899 members 
Mstep: Class 27 contains 25785 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14457 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 20156 members 
Mstep: Class 33 contains 2569 members 
Mstep: Class 34 contains 6827 members 
Mstep: Class 35 contains 18996 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 11067 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15250 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2415 members 
Mstep: Class 49 contains 42161 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15860 members 
Mstep: Class 53 contains 2367 members 
Mstep: Class 54 contains 35960 members 
Mstep: Class 55 contains 22141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239672.000000 Penalty: 177084.234375
Iteration 160F: 56 clusters Score -8.423967e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 21031 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 4123 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 5472 members 
Mstep: Class 13 contains 33984 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15161 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8957 members 
Mstep: Class 19 contains 40595 members 
Mstep: Class 20 contains 8196 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4899 members 
Mstep: Class 27 contains 25750 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14448 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 20165 members 
Mstep: Class 33 contains 2571 members 
Mstep: Class 34 contains 6767 members 
Mstep: Class 35 contains 18750 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 10960 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15267 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2414 members 
Mstep: Class 49 contains 42045 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 2368 members 
Mstep: Class 54 contains 36435 members 
Mstep: Class 55 contains 22306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239480.000000 Penalty: 177084.234375
Iteration 161Q: 56 clusters Score -8.423948e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 20836 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 4115 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 34240 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15164 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8950 members 
Mstep: Class 19 contains 40568 members 
Mstep: Class 20 contains 8203 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4898 members 
Mstep: Class 27 contains 25713 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14443 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 20164 members 
Mstep: Class 33 contains 2570 members 
Mstep: Class 34 contains 6715 members 
Mstep: Class 35 contains 18522 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 10779 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15292 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2414 members 
Mstep: Class 49 contains 41914 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15817 members 
Mstep: Class 53 contains 2375 members 
Mstep: Class 54 contains 36910 members 
Mstep: Class 55 contains 22431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239360.000000 Penalty: 177084.234375
Iteration 162Q: 56 clusters Score -8.423936e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 20653 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 4110 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 34474 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15195 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8947 members 
Mstep: Class 19 contains 40550 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4899 members 
Mstep: Class 27 contains 25664 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14433 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 20166 members 
Mstep: Class 33 contains 2567 members 
Mstep: Class 34 contains 6656 members 
Mstep: Class 35 contains 18300 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 10628 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15311 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2414 members 
Mstep: Class 49 contains 41813 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15800 members 
Mstep: Class 53 contains 2375 members 
Mstep: Class 54 contains 37336 members 
Mstep: Class 55 contains 22527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238760.000000 Penalty: 177084.234375
Iteration 163Q: 56 clusters Score -8.423876e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 20491 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 34674 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15218 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8936 members 
Mstep: Class 19 contains 40541 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4896 members 
Mstep: Class 27 contains 25617 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14427 members 
Mstep: Class 31 contains 2045 members 
Mstep: Class 32 contains 20171 members 
Mstep: Class 33 contains 2568 members 
Mstep: Class 34 contains 6600 members 
Mstep: Class 35 contains 18090 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 10497 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15343 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2417 members 
Mstep: Class 49 contains 41712 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15774 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 37749 members 
Mstep: Class 55 contains 22588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238896.000000 Penalty: 177084.234375
Iteration 164Q: 56 clusters Score -8.42389e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 20374 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 5471 members 
Mstep: Class 13 contains 34867 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15239 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8922 members 
Mstep: Class 19 contains 40525 members 
Mstep: Class 20 contains 8216 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4894 members 
Mstep: Class 27 contains 25584 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14417 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 20160 members 
Mstep: Class 33 contains 2570 members 
Mstep: Class 34 contains 6552 members 
Mstep: Class 35 contains 17907 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 10294 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15356 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2419 members 
Mstep: Class 49 contains 41639 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15758 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 38094 members 
Mstep: Class 55 contains 22727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238928.000000 Penalty: 177084.234375
Iteration 165Q: 56 clusters Score -8.423893e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 20286 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 5469 members 
Mstep: Class 13 contains 35082 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15240 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8916 members 
Mstep: Class 19 contains 40525 members 
Mstep: Class 20 contains 8213 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4892 members 
Mstep: Class 27 contains 25546 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14419 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 20150 members 
Mstep: Class 33 contains 2569 members 
Mstep: Class 34 contains 6498 members 
Mstep: Class 35 contains 17744 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 10118 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15369 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2420 members 
Mstep: Class 49 contains 41581 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15743 members 
Mstep: Class 53 contains 2383 members 
Mstep: Class 54 contains 38403 members 
Mstep: Class 55 contains 22785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238840.000000 Penalty: 177084.234375
Iteration 166Q: 56 clusters Score -8.423884e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 20215 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 5472 members 
Mstep: Class 13 contains 35295 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15239 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8904 members 
Mstep: Class 19 contains 40512 members 
Mstep: Class 20 contains 8217 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4892 members 
Mstep: Class 27 contains 25509 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14420 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 20136 members 
Mstep: Class 33 contains 2568 members 
Mstep: Class 34 contains 6441 members 
Mstep: Class 35 contains 17609 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 9931 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15396 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2420 members 
Mstep: Class 49 contains 41540 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15721 members 
Mstep: Class 53 contains 2385 members 
Mstep: Class 54 contains 38680 members 
Mstep: Class 55 contains 22834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238736.000000 Penalty: 177084.234375
Iteration 167Q: 56 clusters Score -8.423874e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 20164 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 35544 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15231 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8903 members 
Mstep: Class 19 contains 40487 members 
Mstep: Class 20 contains 8219 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4892 members 
Mstep: Class 27 contains 25483 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14418 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 20133 members 
Mstep: Class 33 contains 2569 members 
Mstep: Class 34 contains 6376 members 
Mstep: Class 35 contains 17497 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 9737 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15409 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2422 members 
Mstep: Class 49 contains 41432 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15718 members 
Mstep: Class 53 contains 2387 members 
Mstep: Class 54 contains 38930 members 
Mstep: Class 55 contains 22897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238896.000000 Penalty: 177084.234375
Iteration 168Q: 56 clusters Score -8.42389e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 20108 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 4087 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 35850 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15238 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8891 members 
Mstep: Class 19 contains 40454 members 
Mstep: Class 20 contains 8217 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4889 members 
Mstep: Class 27 contains 25466 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14416 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 20131 members 
Mstep: Class 33 contains 2569 members 
Mstep: Class 34 contains 6328 members 
Mstep: Class 35 contains 17377 members 
Mstep: Class 36 contains 2235 members 
Mstep: Class 37 contains 960 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 9543 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15425 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 41253 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15713 members 
Mstep: Class 53 contains 2388 members 
Mstep: Class 54 contains 39206 members 
Mstep: Class 55 contains 22967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238688.000000 Penalty: 177084.234375
Iteration 169Q: 56 clusters Score -8.423869e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 20040 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 5475 members 
Mstep: Class 13 contains 36169 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15241 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8889 members 
Mstep: Class 19 contains 40446 members 
Mstep: Class 20 contains 8215 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4886 members 
Mstep: Class 27 contains 25432 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14425 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 20133 members 
Mstep: Class 33 contains 2565 members 
Mstep: Class 34 contains 6275 members 
Mstep: Class 35 contains 17264 members 
Mstep: Class 36 contains 2235 members 
Mstep: Class 37 contains 959 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 9331 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15441 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 41045 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15700 members 
Mstep: Class 53 contains 2385 members 
Mstep: Class 54 contains 39468 members 
Mstep: Class 55 contains 23063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238568.000000 Penalty: 177084.234375
Iteration 170Q: 56 clusters Score -8.423857e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 20003 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4081 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 5472 members 
Mstep: Class 13 contains 36540 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15257 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8884 members 
Mstep: Class 19 contains 40425 members 
Mstep: Class 20 contains 8209 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4882 members 
Mstep: Class 27 contains 25409 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14433 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 20140 members 
Mstep: Class 33 contains 2564 members 
Mstep: Class 34 contains 6228 members 
Mstep: Class 35 contains 17164 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 959 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 9119 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15447 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 40809 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15690 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 39701 members 
Mstep: Class 55 contains 23117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238784.000000 Penalty: 177084.234375
Iteration 171Q: 56 clusters Score -8.423878e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 19969 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4079 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 5471 members 
Mstep: Class 13 contains 36897 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15267 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8876 members 
Mstep: Class 19 contains 40385 members 
Mstep: Class 20 contains 8206 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4879 members 
Mstep: Class 27 contains 25386 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14438 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 20153 members 
Mstep: Class 33 contains 2566 members 
Mstep: Class 34 contains 6184 members 
Mstep: Class 35 contains 17082 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 959 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 8906 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15445 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 40571 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15673 members 
Mstep: Class 53 contains 2384 members 
Mstep: Class 54 contains 39909 members 
Mstep: Class 55 contains 23202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238808.000000 Penalty: 177084.234375
Iteration 172Q: 56 clusters Score -8.423881e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 19945 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4077 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 5472 members 
Mstep: Class 13 contains 37235 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15283 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8878 members 
Mstep: Class 19 contains 40347 members 
Mstep: Class 20 contains 8203 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4877 members 
Mstep: Class 27 contains 25377 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14443 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 20147 members 
Mstep: Class 33 contains 2561 members 
Mstep: Class 34 contains 6142 members 
Mstep: Class 35 contains 16958 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 959 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 8695 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15446 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 40348 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15671 members 
Mstep: Class 53 contains 2384 members 
Mstep: Class 54 contains 40077 members 
Mstep: Class 55 contains 23332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238984.000000 Penalty: 177084.234375
Iteration 173Q: 56 clusters Score -8.423898e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 19921 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4077 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 5468 members 
Mstep: Class 13 contains 37601 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15280 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8881 members 
Mstep: Class 19 contains 40321 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4877 members 
Mstep: Class 27 contains 25365 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14448 members 
Mstep: Class 31 contains 2045 members 
Mstep: Class 32 contains 20137 members 
Mstep: Class 33 contains 2555 members 
Mstep: Class 34 contains 6088 members 
Mstep: Class 35 contains 16862 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 960 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 8489 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15457 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2426 members 
Mstep: Class 49 contains 40116 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15668 members 
Mstep: Class 53 contains 2382 members 
Mstep: Class 54 contains 40204 members 
Mstep: Class 55 contains 23456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238800.000000 Penalty: 177084.234375
Iteration 174Q: 56 clusters Score -8.42388e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 19926 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 4074 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 5469 members 
Mstep: Class 13 contains 37972 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15294 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8877 members 
Mstep: Class 19 contains 40288 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4876 members 
Mstep: Class 27 contains 25391 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14451 members 
Mstep: Class 31 contains 2045 members 
Mstep: Class 32 contains 20143 members 
Mstep: Class 33 contains 2552 members 
Mstep: Class 34 contains 6028 members 
Mstep: Class 35 contains 16752 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 8249 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15451 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 39902 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15664 members 
Mstep: Class 53 contains 2382 members 
Mstep: Class 54 contains 40298 members 
Mstep: Class 55 contains 23574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238592.000000 Penalty: 177084.234375
Iteration 175Q: 56 clusters Score -8.423859e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 19918 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 4069 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 5467 members 
Mstep: Class 13 contains 38286 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15297 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8882 members 
Mstep: Class 19 contains 40268 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4876 members 
Mstep: Class 27 contains 25412 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 20143 members 
Mstep: Class 33 contains 2550 members 
Mstep: Class 34 contains 5962 members 
Mstep: Class 35 contains 16655 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 8037 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15450 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 39740 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15669 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 40346 members 
Mstep: Class 55 contains 23717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238552.000000 Penalty: 177084.234375
Iteration 176Q: 56 clusters Score -8.423855e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 19893 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 4068 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 5462 members 
Mstep: Class 13 contains 38536 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15292 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8873 members 
Mstep: Class 19 contains 40245 members 
Mstep: Class 20 contains 8189 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 25459 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14456 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 20142 members 
Mstep: Class 33 contains 2551 members 
Mstep: Class 34 contains 5908 members 
Mstep: Class 35 contains 16567 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 7826 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15451 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2426 members 
Mstep: Class 49 contains 39624 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15672 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 40379 members 
Mstep: Class 55 contains 23899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238448.000000 Penalty: 177084.234375
Iteration 177Q: 56 clusters Score -8.423845e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 19871 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4067 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5456 members 
Mstep: Class 13 contains 38782 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15284 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8859 members 
Mstep: Class 19 contains 40232 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4869 members 
Mstep: Class 27 contains 25511 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14458 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 20147 members 
Mstep: Class 33 contains 2553 members 
Mstep: Class 34 contains 5858 members 
Mstep: Class 35 contains 16471 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 7569 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15463 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 39492 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15679 members 
Mstep: Class 53 contains 2382 members 
Mstep: Class 54 contains 40365 members 
Mstep: Class 55 contains 24164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238328.000000 Penalty: 177084.234375
Iteration 178Q: 56 clusters Score -8.423833e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 19849 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4067 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5451 members 
Mstep: Class 13 contains 39042 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15274 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8852 members 
Mstep: Class 19 contains 40210 members 
Mstep: Class 20 contains 8197 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4866 members 
Mstep: Class 27 contains 25565 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14458 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 20148 members 
Mstep: Class 33 contains 2553 members 
Mstep: Class 34 contains 5802 members 
Mstep: Class 35 contains 16376 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 7270 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15476 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2430 members 
Mstep: Class 49 contains 39407 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15680 members 
Mstep: Class 53 contains 2382 members 
Mstep: Class 54 contains 40229 members 
Mstep: Class 55 contains 24551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238496.000000 Penalty: 177084.234375
Iteration 179Q: 56 clusters Score -8.42385e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 19826 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 39284 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15263 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8842 members 
Mstep: Class 19 contains 40187 members 
Mstep: Class 20 contains 8202 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4864 members 
Mstep: Class 27 contains 25609 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14459 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 20153 members 
Mstep: Class 33 contains 2551 members 
Mstep: Class 34 contains 5748 members 
Mstep: Class 35 contains 16271 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6966 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15479 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2431 members 
Mstep: Class 49 contains 39392 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15689 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 40018 members 
Mstep: Class 55 contains 25002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238576.000000 Penalty: 177084.234375
Iteration 180F: 56 clusters Score -8.423858e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 19724 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4061 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5442 members 
Mstep: Class 13 contains 39466 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15261 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8832 members 
Mstep: Class 19 contains 40167 members 
Mstep: Class 20 contains 8200 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4859 members 
Mstep: Class 27 contains 25626 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14462 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 20164 members 
Mstep: Class 33 contains 2553 members 
Mstep: Class 34 contains 5700 members 
Mstep: Class 35 contains 16108 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6678 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15487 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 39446 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15693 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 39775 members 
Mstep: Class 55 contains 25608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238640.000000 Penalty: 177084.234375
Iteration 181Q: 56 clusters Score -8.423864e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 19650 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4056 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5441 members 
Mstep: Class 13 contains 39547 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15251 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8840 members 
Mstep: Class 19 contains 40158 members 
Mstep: Class 20 contains 8206 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4858 members 
Mstep: Class 27 contains 25629 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14466 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 20169 members 
Mstep: Class 33 contains 2552 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 15949 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6409 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15492 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 39551 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15691 members 
Mstep: Class 53 contains 2374 members 
Mstep: Class 54 contains 39491 members 
Mstep: Class 55 contains 26247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239184.000000 Penalty: 177084.234375
Iteration 182Q: 56 clusters Score -8.423918e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 19618 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 39404 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15250 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8838 members 
Mstep: Class 19 contains 40147 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 25642 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14465 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 20163 members 
Mstep: Class 33 contains 2553 members 
Mstep: Class 34 contains 5620 members 
Mstep: Class 35 contains 15809 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6212 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15500 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 39708 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15686 members 
Mstep: Class 53 contains 2375 members 
Mstep: Class 54 contains 39212 members 
Mstep: Class 55 contains 26952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239320.000000 Penalty: 177084.234375
Iteration 183Q: 56 clusters Score -8.423932e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 19599 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5436 members 
Mstep: Class 13 contains 39103 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15240 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8831 members 
Mstep: Class 19 contains 40123 members 
Mstep: Class 20 contains 8219 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 25632 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14468 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 20161 members 
Mstep: Class 33 contains 2553 members 
Mstep: Class 34 contains 5590 members 
Mstep: Class 35 contains 15685 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 963 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6103 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15506 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 39906 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15688 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 39053 members 
Mstep: Class 55 contains 27545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239408.000000 Penalty: 177084.234375
Iteration 184Q: 56 clusters Score -8.423941e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 19597 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 38700 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15229 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8829 members 
Mstep: Class 19 contains 40111 members 
Mstep: Class 20 contains 8219 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 25615 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14471 members 
Mstep: Class 31 contains 2053 members 
Mstep: Class 32 contains 20150 members 
Mstep: Class 33 contains 2553 members 
Mstep: Class 34 contains 5553 members 
Mstep: Class 35 contains 15541 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 963 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6058 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15511 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 40105 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15696 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 39007 members 
Mstep: Class 55 contains 28073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239312.000000 Penalty: 177084.234375
Iteration 185Q: 56 clusters Score -8.423931e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 19628 members 
Mstep: Class 3 contains 1231 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 5035 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5436 members 
Mstep: Class 13 contains 38253 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15220 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8829 members 
Mstep: Class 19 contains 40100 members 
Mstep: Class 20 contains 8211 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 25591 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14477 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 20138 members 
Mstep: Class 33 contains 2554 members 
Mstep: Class 34 contains 5516 members 
Mstep: Class 35 contains 15411 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 963 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6037 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15523 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2439 members 
Mstep: Class 49 contains 40246 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15699 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 39100 members 
Mstep: Class 55 contains 28498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84238952.000000 Penalty: 177084.234375
Iteration 186Q: 56 clusters Score -8.423895e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 19633 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 4048 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5436 members 
Mstep: Class 13 contains 37813 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15220 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8827 members 
Mstep: Class 19 contains 40105 members 
Mstep: Class 20 contains 8213 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 25556 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14480 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 20135 members 
Mstep: Class 33 contains 2555 members 
Mstep: Class 34 contains 5486 members 
Mstep: Class 35 contains 15298 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 963 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6083 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15524 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2440 members 
Mstep: Class 49 contains 40314 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15704 members 
Mstep: Class 53 contains 2382 members 
Mstep: Class 54 contains 39286 members 
Mstep: Class 55 contains 28830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239408.000000 Penalty: 177084.234375
Iteration 187Q: 56 clusters Score -8.423941e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 19670 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5431 members 
Mstep: Class 13 contains 37442 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8820 members 
Mstep: Class 19 contains 40102 members 
Mstep: Class 20 contains 8215 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 25532 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14479 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 20128 members 
Mstep: Class 33 contains 2556 members 
Mstep: Class 34 contains 5459 members 
Mstep: Class 35 contains 15210 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6133 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15517 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2443 members 
Mstep: Class 49 contains 40313 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15709 members 
Mstep: Class 53 contains 2383 members 
Mstep: Class 54 contains 39422 members 
Mstep: Class 55 contains 29165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239576.000000 Penalty: 177084.234375
Iteration 188Q: 56 clusters Score -8.423958e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 19694 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 5035 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 37083 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15214 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8810 members 
Mstep: Class 19 contains 40108 members 
Mstep: Class 20 contains 8217 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 25515 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14473 members 
Mstep: Class 31 contains 2054 members 
Mstep: Class 32 contains 20121 members 
Mstep: Class 33 contains 2556 members 
Mstep: Class 34 contains 5437 members 
Mstep: Class 35 contains 15129 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6218 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15522 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2443 members 
Mstep: Class 49 contains 40263 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15716 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 39517 members 
Mstep: Class 55 contains 29539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239520.000000 Penalty: 177084.234375
Iteration 189Q: 56 clusters Score -8.423952e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 19737 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4048 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5428 members 
Mstep: Class 13 contains 36744 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15210 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8807 members 
Mstep: Class 19 contains 40111 members 
Mstep: Class 20 contains 8220 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 25505 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14468 members 
Mstep: Class 31 contains 2054 members 
Mstep: Class 32 contains 20107 members 
Mstep: Class 33 contains 2557 members 
Mstep: Class 34 contains 5419 members 
Mstep: Class 35 contains 15073 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 960 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6307 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15528 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2445 members 
Mstep: Class 49 contains 40218 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15719 members 
Mstep: Class 53 contains 2383 members 
Mstep: Class 54 contains 39566 members 
Mstep: Class 55 contains 29895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239648.000000 Penalty: 177084.234375
Iteration 190Q: 56 clusters Score -8.423965e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 19785 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5427 members 
Mstep: Class 13 contains 36439 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15200 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8802 members 
Mstep: Class 19 contains 40107 members 
Mstep: Class 20 contains 8222 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4848 members 
Mstep: Class 27 contains 25500 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14461 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 20101 members 
Mstep: Class 33 contains 2557 members 
Mstep: Class 34 contains 5404 members 
Mstep: Class 35 contains 15023 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 960 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6403 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15528 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 40169 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15723 members 
Mstep: Class 53 contains 2387 members 
Mstep: Class 54 contains 39592 members 
Mstep: Class 55 contains 30246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84239840.000000 Penalty: 177084.234375
Iteration 191Q: 56 clusters Score -8.423984e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 19850 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4040 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 36177 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15196 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8795 members 
Mstep: Class 19 contains 40106 members 
Mstep: Class 20 contains 8218 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 25492 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 14456 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 2554 members 
Mstep: Class 34 contains 5385 members 
Mstep: Class 35 contains 14956 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 960 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6519 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15527 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 40112 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15730 members 
Mstep: Class 53 contains 2384 members 
Mstep: Class 54 contains 39611 members 
Mstep: Class 55 contains 30556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240104.000000 Penalty: 177084.234375
Iteration 192Q: 56 clusters Score -8.42401e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 19886 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4035 members 
Mstep: Class 5 contains 5035 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 35915 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8796 members 
Mstep: Class 19 contains 40096 members 
Mstep: Class 20 contains 8217 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 25494 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14449 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 20080 members 
Mstep: Class 33 contains 2555 members 
Mstep: Class 34 contains 5373 members 
Mstep: Class 35 contains 14899 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 960 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6660 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15531 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 40053 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15734 members 
Mstep: Class 53 contains 2386 members 
Mstep: Class 54 contains 39608 members 
Mstep: Class 55 contains 30841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240224.000000 Penalty: 177084.234375
Iteration 193Q: 56 clusters Score -8.424022e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 19931 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4035 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 35654 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8799 members 
Mstep: Class 19 contains 40094 members 
Mstep: Class 20 contains 8219 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 25487 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14441 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 20078 members 
Mstep: Class 33 contains 2553 members 
Mstep: Class 34 contains 5359 members 
Mstep: Class 35 contains 14852 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 960 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6791 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15529 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 40010 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15745 members 
Mstep: Class 53 contains 2384 members 
Mstep: Class 54 contains 39575 members 
Mstep: Class 55 contains 31111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240352.000000 Penalty: 177084.234375
Iteration 194Q: 56 clusters Score -8.424035e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 19950 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4036 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5419 members 
Mstep: Class 13 contains 35412 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 40096 members 
Mstep: Class 20 contains 8216 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 25486 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14431 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 20075 members 
Mstep: Class 33 contains 2553 members 
Mstep: Class 34 contains 5338 members 
Mstep: Class 35 contains 14803 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 959 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6947 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15534 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 39965 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15749 members 
Mstep: Class 53 contains 2382 members 
Mstep: Class 54 contains 39553 members 
Mstep: Class 55 contains 31363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240272.000000 Penalty: 177084.234375
Iteration 195Q: 56 clusters Score -8.424027e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 19990 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4035 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 35190 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8782 members 
Mstep: Class 19 contains 40091 members 
Mstep: Class 20 contains 8217 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 25485 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14425 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 20070 members 
Mstep: Class 33 contains 2552 members 
Mstep: Class 34 contains 5318 members 
Mstep: Class 35 contains 14759 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 959 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 7106 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15542 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 39925 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15751 members 
Mstep: Class 53 contains 2385 members 
Mstep: Class 54 contains 39546 members 
Mstep: Class 55 contains 31546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240344.000000 Penalty: 177084.234375
Iteration 196Q: 56 clusters Score -8.424034e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 19997 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4032 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 35001 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8768 members 
Mstep: Class 19 contains 40086 members 
Mstep: Class 20 contains 8218 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 25481 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14420 members 
Mstep: Class 31 contains 2054 members 
Mstep: Class 32 contains 20064 members 
Mstep: Class 33 contains 2552 members 
Mstep: Class 34 contains 5295 members 
Mstep: Class 35 contains 14718 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 959 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 7288 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15544 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 39892 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15763 members 
Mstep: Class 53 contains 2389 members 
Mstep: Class 54 contains 39544 members 
Mstep: Class 55 contains 31674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240656.000000 Penalty: 177084.234375
Iteration 197Q: 56 clusters Score -8.424066e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 19985 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 5035 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 34845 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15200 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8752 members 
Mstep: Class 19 contains 40087 members 
Mstep: Class 20 contains 8222 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 25471 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14412 members 
Mstep: Class 31 contains 2054 members 
Mstep: Class 32 contains 20064 members 
Mstep: Class 33 contains 2551 members 
Mstep: Class 34 contains 5278 members 
Mstep: Class 35 contains 14672 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 959 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 7473 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15549 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 39860 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15765 members 
Mstep: Class 53 contains 2392 members 
Mstep: Class 54 contains 39532 members 
Mstep: Class 55 contains 31786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240728.000000 Penalty: 177084.234375
Iteration 198Q: 56 clusters Score -8.424073e+07 nChanged 741
Entering ConstructFrom: 
Score: -84240728.000000 Penalty: 177084.234375
Entering ConstructFrom: 
Trying to split cluster 1 (19711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Entering Unmasked Estep 
Score: -3876413.750000 Penalty: 2452.455078
	Iteration 0F: 2 clusters Score -3876414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3862591.500000 Penalty: 4904.910156
	Iteration 0F: 3 clusters Score -3862592 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -3867186.500000 Penalty: 4904.910156
	Iteration 1F: 3 clusters Score -3867186 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3867549.250000 Penalty: 4904.910156
	Iteration 2F: 3 clusters Score -3867549 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3867871.000000 Penalty: 4904.910156
	Iteration 3Q: 3 clusters Score -3867871 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3868169.750000 Penalty: 4904.910156
	Iteration 4Q: 3 clusters Score -3868170 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3868462.250000 Penalty: 4904.910156
	Iteration 5Q: 3 clusters Score -3868462 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3868868.250000 Penalty: 4904.910156
	Iteration 6Q: 3 clusters Score -3868868 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3869430.500000 Penalty: 4904.910156
	Iteration 7F: 3 clusters Score -3869430 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3870243.250000 Penalty: 4904.910156
	Iteration 8F: 3 clusters Score -3870243 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3871213.500000 Penalty: 4904.910156
	Iteration 9F: 3 clusters Score -3871214 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3872242.000000 Penalty: 4904.910156
	Iteration 10F: 3 clusters Score -3872242 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3873052.000000 Penalty: 4904.910156
	Iteration 11Q: 3 clusters Score -3873052 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -3873604.500000 Penalty: 4904.910156
	Iteration 12Q: 3 clusters Score -3873604 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3873893.500000 Penalty: 4904.910156
	Iteration 13Q: 3 clusters Score -3873894 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3874051.000000 Penalty: 4904.910156
	Iteration 14Q: 3 clusters Score -3874051 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -3874154.250000 Penalty: 4904.910156
	Iteration 15Q: 3 clusters Score -3874154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3874196.000000 Penalty: 4904.910156
	Iteration 16Q: 3 clusters Score -3874196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3874215.750000 Penalty: 4904.910156
	Iteration 17Q: 3 clusters Score -3874216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3874237.250000 Penalty: 4904.910156
	Iteration 18Q: 3 clusters Score -3874237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3874246.000000 Penalty: 4904.910156
	Iteration 19Q: 3 clusters Score -3874246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -3874261.250000 Penalty: 4904.910156
	Iteration 20F: 3 clusters Score -3874261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3874263.500000 Penalty: 4904.910156
	Iteration 21Q: 3 clusters Score -3874264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3874263.750000 Penalty: 4904.910156
	Iteration 22Q: 3 clusters Score -3874264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3874263.750000 Penalty: 4904.910156
	Iteration 23F: 3 clusters Score -3874264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Entering Unmasked Estep 
Score: -3942694.500000 Penalty: 2455.953125
	Iteration 0F: 2 clusters Score -3942694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3928744.750000 Penalty: 4911.906250
	Iteration 0F: 3 clusters Score -3928745 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -3933475.750000 Penalty: 4911.906250
	Iteration 1F: 3 clusters Score -3933476 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3933896.250000 Penalty: 4911.906250
	Iteration 2F: 3 clusters Score -3933896 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3934298.250000 Penalty: 4911.906250
	Iteration 3Q: 3 clusters Score -3934298 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3934781.750000 Penalty: 4911.906250
	Iteration 4Q: 3 clusters Score -3934782 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3935363.250000 Penalty: 4911.906250
	Iteration 5F: 3 clusters Score -3935363 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3936193.000000 Penalty: 4911.906250
	Iteration 6F: 3 clusters Score -3936193 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3937143.500000 Penalty: 4911.906250
	Iteration 7F: 3 clusters Score -3937144 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3938003.500000 Penalty: 4911.906250
	Iteration 8F: 3 clusters Score -3938004 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3938754.500000 Penalty: 4911.906250
	Iteration 9Q: 3 clusters Score -3938754 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3939321.500000 Penalty: 4911.906250
	Iteration 10Q: 3 clusters Score -3939322 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3939718.250000 Penalty: 4911.906250
	Iteration 11Q: 3 clusters Score -3939718 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3939991.750000 Penalty: 4911.906250
	Iteration 12Q: 3 clusters Score -3939992 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -3940149.750000 Penalty: 4911.906250
	Iteration 13Q: 3 clusters Score -3940150 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3940254.500000 Penalty: 4911.906250
	Iteration 14Q: 3 clusters Score -3940254 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3940334.250000 Penalty: 4911.906250
	Iteration 15Q: 3 clusters Score -3940334 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -3940407.250000 Penalty: 4911.906250
	Iteration 16Q: 3 clusters Score -3940407 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3940462.750000 Penalty: 4911.906250
	Iteration 17Q: 3 clusters Score -3940463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3940497.000000 Penalty: 4911.906250
	Iteration 18Q: 3 clusters Score -3940497 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3940517.500000 Penalty: 4911.906250
	Iteration 19Q: 3 clusters Score -3940518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3940527.750000 Penalty: 4911.906250
	Iteration 20F: 3 clusters Score -3940528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3940546.750000 Penalty: 4911.906250
	Iteration 21Q: 3 clusters Score -3940547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3940565.500000 Penalty: 4911.906250
	Iteration 22Q: 3 clusters Score -3940566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3940579.000000 Penalty: 4911.906250
	Iteration 23Q: 3 clusters Score -3940579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3940598.500000 Penalty: 4911.906250
	Iteration 24Q: 3 clusters Score -3940598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -3940601.000000 Penalty: 4911.906250
	Iteration 25Q: 3 clusters Score -3940601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3940608.000000 Penalty: 4911.906250
	Iteration 26Q: 3 clusters Score -3940608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3940619.750000 Penalty: 4911.906250
	Iteration 27Q: 3 clusters Score -3940620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3940621.000000 Penalty: 4911.906250
	Iteration 28Q: 3 clusters Score -3940621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3940627.000000 Penalty: 4911.906250
	Iteration 29Q: 3 clusters Score -3940627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -3940632.000000 Penalty: 4911.906250
	Iteration 30Q: 3 clusters Score -3940632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3940633.750000 Penalty: 4911.906250
	Iteration 31Q: 3 clusters Score -3940634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3940633.000000 Penalty: 4911.906250
	Iteration 32Q: 3 clusters Score -3940633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3940633.750000 Penalty: 4911.906250
	Iteration 33Q: 3 clusters Score -3940634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3940633.750000 Penalty: 4911.906250
	Iteration 34F: 3 clusters Score -3940634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -220938.906250 Penalty: 1764.261108
	Iteration 0F: 2 clusters Score -220938.9 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 586 members 
Entering Unmasked Estep 
Score: -218857.500000 Penalty: 3528.522217
	Iteration 0F: 3 clusters Score -218857.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -219249.593750 Penalty: 3528.522217
	Iteration 1F: 3 clusters Score -219249.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -219409.781250 Penalty: 3528.522217
	Iteration 2F: 3 clusters Score -219409.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -219520.453125 Penalty: 3528.522217
	Iteration 3F: 3 clusters Score -219520.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -219649.562500 Penalty: 3528.522217
	Iteration 4F: 3 clusters Score -219649.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -219764.218750 Penalty: 3528.522217
	Iteration 5Q: 3 clusters Score -219764.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -219855.843750 Penalty: 3528.522217
	Iteration 6Q: 3 clusters Score -219855.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -219911.937500 Penalty: 3528.522217
	Iteration 7Q: 3 clusters Score -219911.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -219961.359375 Penalty: 3528.522217
	Iteration 8Q: 3 clusters Score -219961.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -219990.578125 Penalty: 3528.522217
	Iteration 9Q: 3 clusters Score -219990.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -220012.765625 Penalty: 3528.522217
	Iteration 10Q: 3 clusters Score -220012.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -220025.875000 Penalty: 3528.522217
	Iteration 11Q: 3 clusters Score -220025.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -220030.875000 Penalty: 3528.522217
	Iteration 12Q: 3 clusters Score -220030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -220035.781250 Penalty: 3528.522217
	Iteration 13Q: 3 clusters Score -220035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -220037.953125 Penalty: 3528.522217
	Iteration 14Q: 3 clusters Score -220038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -220039.640625 Penalty: 3528.522217
	Iteration 15Q: 3 clusters Score -220039.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -220042.031250 Penalty: 3528.522217
	Iteration 16Q: 3 clusters Score -220042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -220042.750000 Penalty: 3528.522217
	Iteration 17Q: 3 clusters Score -220042.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -220042.750000 Penalty: 3528.522217
	Iteration 18F: 3 clusters Score -220042.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Entering Unmasked Estep 
Score: -732295.937500 Penalty: 2058.654297
	Iteration 0F: 2 clusters Score -732295.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -728391.312500 Penalty: 4117.308594
	Iteration 0F: 3 clusters Score -728391.3 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -729279.312500 Penalty: 4117.308594
	Iteration 1F: 3 clusters Score -729279.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -729572.875000 Penalty: 4117.308594
	Iteration 2F: 3 clusters Score -729572.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -729790.687500 Penalty: 4117.308594
	Iteration 3F: 3 clusters Score -729790.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -729941.750000 Penalty: 4117.308594
	Iteration 4F: 3 clusters Score -729941.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -730070.250000 Penalty: 4117.308594
	Iteration 5Q: 3 clusters Score -730070.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -730171.375000 Penalty: 4117.308594
	Iteration 6Q: 3 clusters Score -730171.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -730263.187500 Penalty: 4117.308594
	Iteration 7Q: 3 clusters Score -730263.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -730342.500000 Penalty: 4117.308594
	Iteration 8Q: 3 clusters Score -730342.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -730418.625000 Penalty: 4117.308594
	Iteration 9Q: 3 clusters Score -730418.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -730486.875000 Penalty: 4117.308594
	Iteration 10Q: 3 clusters Score -730486.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -730559.250000 Penalty: 4117.308594
	Iteration 11Q: 3 clusters Score -730559.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -730638.000000 Penalty: 4117.308594
	Iteration 12Q: 3 clusters Score -730638 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -730709.562500 Penalty: 4117.308594
	Iteration 13Q: 3 clusters Score -730709.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -730799.375000 Penalty: 4117.308594
	Iteration 14Q: 3 clusters Score -730799.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -730875.125000 Penalty: 4117.308594
	Iteration 15Q: 3 clusters Score -730875.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -730974.437500 Penalty: 4117.308594
	Iteration 16Q: 3 clusters Score -730974.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -731081.812500 Penalty: 4117.308594
	Iteration 17Q: 3 clusters Score -731081.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -731196.812500 Penalty: 4117.308594
	Iteration 18Q: 3 clusters Score -731196.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -731264.500000 Penalty: 4117.308594
	Iteration 19Q: 3 clusters Score -731264.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -731317.875000 Penalty: 4117.308594
	Iteration 20F: 3 clusters Score -731317.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -731370.187500 Penalty: 4117.308594
	Iteration 21Q: 3 clusters Score -731370.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -731410.750000 Penalty: 4117.308594
	Iteration 22Q: 3 clusters Score -731410.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -731449.687500 Penalty: 4117.308594
	Iteration 23Q: 3 clusters Score -731449.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -731493.250000 Penalty: 4117.308594
	Iteration 24Q: 3 clusters Score -731493.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -731529.062500 Penalty: 4117.308594
	Iteration 25Q: 3 clusters Score -731529.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -731550.500000 Penalty: 4117.308594
	Iteration 26Q: 3 clusters Score -731550.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -731563.375000 Penalty: 4117.308594
	Iteration 27Q: 3 clusters Score -731563.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -731570.437500 Penalty: 4117.308594
	Iteration 28Q: 3 clusters Score -731570.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -731576.625000 Penalty: 4117.308594
	Iteration 29Q: 3 clusters Score -731576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -731581.937500 Penalty: 4117.308594
	Iteration 30Q: 3 clusters Score -731581.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -731589.812500 Penalty: 4117.308594
	Iteration 31Q: 3 clusters Score -731589.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -731595.437500 Penalty: 4117.308594
	Iteration 32Q: 3 clusters Score -731595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -731602.437500 Penalty: 4117.308594
	Iteration 33Q: 3 clusters Score -731602.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -731605.000000 Penalty: 4117.308594
	Iteration 34Q: 3 clusters Score -731605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -731608.062500 Penalty: 4117.308594
	Iteration 35Q: 3 clusters Score -731608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -731610.125000 Penalty: 4117.308594
	Iteration 36Q: 3 clusters Score -731610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -731612.125000 Penalty: 4117.308594
	Iteration 37Q: 3 clusters Score -731612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -731613.812500 Penalty: 4117.308594
	Iteration 38Q: 3 clusters Score -731613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -731614.375000 Penalty: 4117.308594
	Iteration 39Q: 3 clusters Score -731614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -731616.500000 Penalty: 4117.308594
	Iteration 40F: 3 clusters Score -731616.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -983995.562500 Penalty: 2114.043213
	Iteration 0F: 2 clusters Score -983995.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -979411.937500 Penalty: 4228.086426
	Iteration 0F: 3 clusters Score -979411.9 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -980571.125000 Penalty: 4228.086426
	Iteration 1F: 3 clusters Score -980571.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -980824.000000 Penalty: 4228.086426
	Iteration 2F: 3 clusters Score -980824 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -981010.000000 Penalty: 4228.086426
	Iteration 3F: 3 clusters Score -981010 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -981221.125000 Penalty: 4228.086426
	Iteration 4Q: 3 clusters Score -981221.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -981440.437500 Penalty: 4228.086426
	Iteration 5Q: 3 clusters Score -981440.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -981680.812500 Penalty: 4228.086426
	Iteration 6Q: 3 clusters Score -981680.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -981923.125000 Penalty: 4228.086426
	Iteration 7F: 3 clusters Score -981923.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -982122.000000 Penalty: 4228.086426
	Iteration 8Q: 3 clusters Score -982122 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -982297.375000 Penalty: 4228.086426
	Iteration 9Q: 3 clusters Score -982297.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -982419.062500 Penalty: 4228.086426
	Iteration 10Q: 3 clusters Score -982419.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -982505.250000 Penalty: 4228.086426
	Iteration 11Q: 3 clusters Score -982505.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -982570.062500 Penalty: 4228.086426
	Iteration 12Q: 3 clusters Score -982570.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -982609.562500 Penalty: 4228.086426
	Iteration 13Q: 3 clusters Score -982609.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -982638.687500 Penalty: 4228.086426
	Iteration 14Q: 3 clusters Score -982638.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -982663.812500 Penalty: 4228.086426
	Iteration 15Q: 3 clusters Score -982663.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -982685.437500 Penalty: 4228.086426
	Iteration 16Q: 3 clusters Score -982685.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -982704.312500 Penalty: 4228.086426
	Iteration 17Q: 3 clusters Score -982704.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -982739.375000 Penalty: 4228.086426
	Iteration 18Q: 3 clusters Score -982739.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -982781.875000 Penalty: 4228.086426
	Iteration 19Q: 3 clusters Score -982781.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -982828.437500 Penalty: 4228.086426
	Iteration 20F: 3 clusters Score -982828.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -982884.562500 Penalty: 4228.086426
	Iteration 21Q: 3 clusters Score -982884.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -982944.437500 Penalty: 4228.086426
	Iteration 22Q: 3 clusters Score -982944.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -983037.187500 Penalty: 4228.086426
	Iteration 23Q: 3 clusters Score -983037.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -983177.125000 Penalty: 4228.086426
	Iteration 24Q: 3 clusters Score -983177.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -983302.125000 Penalty: 4228.086426
	Iteration 25Q: 3 clusters Score -983302.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -983406.750000 Penalty: 4228.086426
	Iteration 26Q: 3 clusters Score -983406.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -983510.500000 Penalty: 4228.086426
	Iteration 27Q: 3 clusters Score -983510.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -983592.062500 Penalty: 4228.086426
	Iteration 28Q: 3 clusters Score -983592.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -983671.312500 Penalty: 4228.086426
	Iteration 29Q: 3 clusters Score -983671.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -983720.000000 Penalty: 4228.086426
	Iteration 30Q: 3 clusters Score -983720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -983745.125000 Penalty: 4228.086426
	Iteration 31Q: 3 clusters Score -983745.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -983773.062500 Penalty: 4228.086426
	Iteration 32Q: 3 clusters Score -983773.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -983785.250000 Penalty: 4228.086426
	Iteration 33Q: 3 clusters Score -983785.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -983794.687500 Penalty: 4228.086426
	Iteration 34Q: 3 clusters Score -983794.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -983799.500000 Penalty: 4228.086426
	Iteration 35Q: 3 clusters Score -983799.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -983802.062500 Penalty: 4228.086426
	Iteration 36Q: 3 clusters Score -983802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -983802.062500 Penalty: 4228.086426
	Iteration 37F: 3 clusters Score -983802.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -125158.101562 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -125158.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -123441.085938 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -123441.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -123815.289062 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -123815.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -124087.632812 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -124087.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -124303.867188 Penalty: 3303.009766
	Iteration 3F: 3 clusters Score -124303.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -124447.062500 Penalty: 3303.009766
	Iteration 4F: 3 clusters Score -124447.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -124552.382812 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -124552.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124644.343750 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -124644.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -124747.640625 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -124747.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -124829.359375 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -124829.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -124868.609375 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -124868.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -124891.078125 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -124891.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -124911.304688 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -124911.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -124925.601562 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -124925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -124931.031250 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -124931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -124934.687500 Penalty: 3303.009766
	Iteration 14Q: 3 clusters Score -124934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -124936.828125 Penalty: 3303.009766
	Iteration 15Q: 3 clusters Score -124936.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -124939.257812 Penalty: 3303.009766
	Iteration 16Q: 3 clusters Score -124939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -124939.257812 Penalty: 3303.009766
	Iteration 17F: 3 clusters Score -124939.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -68105.507812 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -68105.51 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 198 members 
Entering Unmasked Estep 
Score: -66679.906250 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -66679.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -66823.296875 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -66823.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66880.539062 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -66880.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -66910.687500 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -66910.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -66931.554688 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -66931.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -66944.250000 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -66944.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -66944.250000 Penalty: 2961.745850
	Iteration 6F: 3 clusters Score -66944.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -42439.226562 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -42439.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41270.285156 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -41270.29 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41453.214844 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -41453.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41491.406250 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -41491.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41500.609375 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -41500.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41510.070312 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -41510.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41543.417969 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -41543.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41561.898438 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -41561.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41603.031250 Penalty: 2824.091309
	Iteration 7Q: 3 clusters Score -41603.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41621.343750 Penalty: 2824.091309
	Iteration 8Q: 3 clusters Score -41621.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41635.402344 Penalty: 2824.091309
	Iteration 9Q: 3 clusters Score -41635.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41660.582031 Penalty: 2824.091309
	Iteration 10Q: 3 clusters Score -41660.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41678.453125 Penalty: 2824.091309
	Iteration 11Q: 3 clusters Score -41678.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41688.621094 Penalty: 2824.091309
	Iteration 12Q: 3 clusters Score -41688.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41707.441406 Penalty: 2824.091309
	Iteration 13Q: 3 clusters Score -41707.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41717.718750 Penalty: 2824.091309
	Iteration 14Q: 3 clusters Score -41717.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41722.851562 Penalty: 2824.091309
	Iteration 15Q: 3 clusters Score -41722.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41734.562500 Penalty: 2824.091309
	Iteration 16F: 3 clusters Score -41734.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41769.824219 Penalty: 2824.091309
	Iteration 17Q: 3 clusters Score -41769.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41796.660156 Penalty: 2824.091309
	Iteration 18Q: 3 clusters Score -41796.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41867.703125 Penalty: 2824.091309
	Iteration 19Q: 3 clusters Score -41867.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41880.355469 Penalty: 2824.091309
	Iteration 20F: 3 clusters Score -41880.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41888.843750 Penalty: 2824.091309
	Iteration 21Q: 3 clusters Score -41888.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41893.808594 Penalty: 2824.091309
	Iteration 22Q: 3 clusters Score -41893.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41895.738281 Penalty: 2824.091309
	Iteration 23Q: 3 clusters Score -41895.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41895.738281 Penalty: 2824.091309
	Iteration 24F: 3 clusters Score -41895.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -312010.406250 Penalty: 1859.169800
	Iteration 0F: 2 clusters Score -312010.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -309545.375000 Penalty: 3718.339600
	Iteration 0F: 3 clusters Score -309545.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -310182.031250 Penalty: 3718.339600
	Iteration 1F: 3 clusters Score -310182 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -310482.531250 Penalty: 3718.339600
	Iteration 2F: 3 clusters Score -310482.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -310703.593750 Penalty: 3718.339600
	Iteration 3F: 3 clusters Score -310703.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -310919.218750 Penalty: 3718.339600
	Iteration 4F: 3 clusters Score -310919.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -311099.406250 Penalty: 3718.339600
	Iteration 5F: 3 clusters Score -311099.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -311236.843750 Penalty: 3718.339600
	Iteration 6Q: 3 clusters Score -311236.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -311400.000000 Penalty: 3718.339600
	Iteration 7Q: 3 clusters Score -311400 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -311503.031250 Penalty: 3718.339600
	Iteration 8Q: 3 clusters Score -311503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -311572.937500 Penalty: 3718.339600
	Iteration 9Q: 3 clusters Score -311572.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -311608.687500 Penalty: 3718.339600
	Iteration 10Q: 3 clusters Score -311608.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -311635.531250 Penalty: 3718.339600
	Iteration 11Q: 3 clusters Score -311635.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -311653.375000 Penalty: 3718.339600
	Iteration 12Q: 3 clusters Score -311653.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -311677.625000 Penalty: 3718.339600
	Iteration 13Q: 3 clusters Score -311677.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -311695.843750 Penalty: 3718.339600
	Iteration 14Q: 3 clusters Score -311695.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -311701.562500 Penalty: 3718.339600
	Iteration 15Q: 3 clusters Score -311701.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -311703.406250 Penalty: 3718.339600
	Iteration 16Q: 3 clusters Score -311703.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -311706.375000 Penalty: 3718.339600
	Iteration 17Q: 3 clusters Score -311706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -311706.718750 Penalty: 3718.339600
	Iteration 18Q: 3 clusters Score -311706.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -311706.718750 Penalty: 3718.339600
	Iteration 19F: 3 clusters Score -311706.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -131894.421875 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -131894.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -130148.500000 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -130148.5 nChanged 181
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: -130409.257812 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -130409.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -130512.445312 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -130512.4 nChanged 31
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: -130572.179688 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -130572.2 nChanged 26
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: -130641.250000 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -130641.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -130730.085938 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -130730.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -130867.656250 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -130867.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -131004.234375 Penalty: 3279.572266
	Iteration 7F: 3 clusters Score -131004.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -131120.906250 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -131120.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -131228.328125 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -131228.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -131371.593750 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -131371.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -131438.453125 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -131438.5 nChanged 13
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: -131474.484375 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -131474.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -131489.171875 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -131489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -131496.640625 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -131496.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -131505.765625 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -131505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -131508.312500 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -131508.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -131511.531250 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -131511.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -131514.328125 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -131514.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -131516.218750 Penalty: 3279.572266
	Iteration 19Q: 3 clusters Score -131516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -131516.828125 Penalty: 3279.572266
	Iteration 20F: 3 clusters Score -131516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -131519.078125 Penalty: 3279.572266
	Iteration 21Q: 3 clusters Score -131519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -131522.046875 Penalty: 3279.572266
	Iteration 22Q: 3 clusters Score -131522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -131522.046875 Penalty: 3279.572266
	Iteration 23F: 3 clusters Score -131522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Entering Unmasked Estep 
Score: -1085788.500000 Penalty: 2141.253418
	Iteration 0F: 2 clusters Score -1085788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1080897.750000 Penalty: 4282.506836
	Iteration 0F: 3 clusters Score -1080898 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1082174.750000 Penalty: 4282.506836
	Iteration 1F: 3 clusters Score -1082175 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1082541.375000 Penalty: 4282.506836
	Iteration 2F: 3 clusters Score -1082541 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1082858.750000 Penalty: 4282.506836
	Iteration 3F: 3 clusters Score -1082859 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1083200.500000 Penalty: 4282.506836
	Iteration 4F: 3 clusters Score -1083200 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1083556.250000 Penalty: 4282.506836
	Iteration 5F: 3 clusters Score -1083556 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1083861.625000 Penalty: 4282.506836
	Iteration 6F: 3 clusters Score -1083862 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1084121.500000 Penalty: 4282.506836
	Iteration 7F: 3 clusters Score -1084122 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1084269.750000 Penalty: 4282.506836
	Iteration 8Q: 3 clusters Score -1084270 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1084371.000000 Penalty: 4282.506836
	Iteration 9Q: 3 clusters Score -1084371 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1084435.625000 Penalty: 4282.506836
	Iteration 10Q: 3 clusters Score -1084436 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1084469.500000 Penalty: 4282.506836
	Iteration 11Q: 3 clusters Score -1084470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1084494.750000 Penalty: 4282.506836
	Iteration 12Q: 3 clusters Score -1084495 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1084512.375000 Penalty: 4282.506836
	Iteration 13Q: 3 clusters Score -1084512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1084525.500000 Penalty: 4282.506836
	Iteration 14Q: 3 clusters Score -1084526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1084534.750000 Penalty: 4282.506836
	Iteration 15Q: 3 clusters Score -1084535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1084537.875000 Penalty: 4282.506836
	Iteration 16Q: 3 clusters Score -1084538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1084542.750000 Penalty: 4282.506836
	Iteration 17Q: 3 clusters Score -1084543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1084549.250000 Penalty: 4282.506836
	Iteration 18Q: 3 clusters Score -1084549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1084553.875000 Penalty: 4282.506836
	Iteration 19Q: 3 clusters Score -1084554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1084559.625000 Penalty: 4282.506836
	Iteration 20F: 3 clusters Score -1084560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1084568.250000 Penalty: 4282.506836
	Iteration 21Q: 3 clusters Score -1084568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1084574.000000 Penalty: 4282.506836
	Iteration 22Q: 3 clusters Score -1084574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1084581.750000 Penalty: 4282.506836
	Iteration 23Q: 3 clusters Score -1084582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1084586.500000 Penalty: 4282.506836
	Iteration 24Q: 3 clusters Score -1084586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1084594.250000 Penalty: 4282.506836
	Iteration 25Q: 3 clusters Score -1084594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1084593.500000 Penalty: 4282.506836
	Iteration 26Q: 3 clusters Score -1084594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1084595.000000 Penalty: 4282.506836
	Iteration 27Q: 3 clusters Score -1084595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1084598.875000 Penalty: 4282.506836
	Iteration 28Q: 3 clusters Score -1084599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1084599.000000 Penalty: 4282.506836
	Iteration 29Q: 3 clusters Score -1084599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1084604.125000 Penalty: 4282.506836
	Iteration 30Q: 3 clusters Score -1084604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1084607.500000 Penalty: 4282.506836
	Iteration 31Q: 3 clusters Score -1084608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1084611.375000 Penalty: 4282.506836
	Iteration 32Q: 3 clusters Score -1084611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1084616.500000 Penalty: 4282.506836
	Iteration 33Q: 3 clusters Score -1084616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1084617.000000 Penalty: 4282.506836
	Iteration 34Q: 3 clusters Score -1084617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1084618.750000 Penalty: 4282.506836
	Iteration 35Q: 3 clusters Score -1084619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1084618.750000 Penalty: 4282.506836
	Iteration 36F: 3 clusters Score -1084619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Entering Unmasked Estep 
Score: -1101441.375000 Penalty: 2132.267090
	Iteration 0F: 2 clusters Score -1101441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1096633.375000 Penalty: 4264.534180
	Iteration 0F: 3 clusters Score -1096633 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1097776.750000 Penalty: 4264.534180
	Iteration 1F: 3 clusters Score -1097777 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1098032.875000 Penalty: 4264.534180
	Iteration 2F: 3 clusters Score -1098033 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1098198.250000 Penalty: 4264.534180
	Iteration 3F: 3 clusters Score -1098198 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1098343.500000 Penalty: 4264.534180
	Iteration 4Q: 3 clusters Score -1098344 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1098448.375000 Penalty: 4264.534180
	Iteration 5Q: 3 clusters Score -1098448 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1098538.625000 Penalty: 4264.534180
	Iteration 6Q: 3 clusters Score -1098539 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1098610.000000 Penalty: 4264.534180
	Iteration 7Q: 3 clusters Score -1098610 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1098663.500000 Penalty: 4264.534180
	Iteration 8Q: 3 clusters Score -1098664 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1098709.250000 Penalty: 4264.534180
	Iteration 9Q: 3 clusters Score -1098709 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1098749.875000 Penalty: 4264.534180
	Iteration 10Q: 3 clusters Score -1098750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1098803.500000 Penalty: 4264.534180
	Iteration 11Q: 3 clusters Score -1098804 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1098853.125000 Penalty: 4264.534180
	Iteration 12Q: 3 clusters Score -1098853 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1098891.750000 Penalty: 4264.534180
	Iteration 13Q: 3 clusters Score -1098892 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1098922.250000 Penalty: 4264.534180
	Iteration 14Q: 3 clusters Score -1098922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1098952.875000 Penalty: 4264.534180
	Iteration 15Q: 3 clusters Score -1098953 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1098979.750000 Penalty: 4264.534180
	Iteration 16Q: 3 clusters Score -1098980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1099004.750000 Penalty: 4264.534180
	Iteration 17Q: 3 clusters Score -1099005 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1099030.625000 Penalty: 4264.534180
	Iteration 18Q: 3 clusters Score -1099031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1099056.375000 Penalty: 4264.534180
	Iteration 19Q: 3 clusters Score -1099056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1099082.750000 Penalty: 4264.534180
	Iteration 20F: 3 clusters Score -1099083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1099116.125000 Penalty: 4264.534180
	Iteration 21Q: 3 clusters Score -1099116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1099145.000000 Penalty: 4264.534180
	Iteration 22Q: 3 clusters Score -1099145 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1099165.125000 Penalty: 4264.534180
	Iteration 23Q: 3 clusters Score -1099165 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1099189.125000 Penalty: 4264.534180
	Iteration 24Q: 3 clusters Score -1099189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1099216.250000 Penalty: 4264.534180
	Iteration 25Q: 3 clusters Score -1099216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1099236.625000 Penalty: 4264.534180
	Iteration 26Q: 3 clusters Score -1099237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1099255.375000 Penalty: 4264.534180
	Iteration 27Q: 3 clusters Score -1099255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1099269.000000 Penalty: 4264.534180
	Iteration 28Q: 3 clusters Score -1099269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1099275.750000 Penalty: 4264.534180
	Iteration 29Q: 3 clusters Score -1099276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1099281.750000 Penalty: 4264.534180
	Iteration 30Q: 3 clusters Score -1099282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1099296.375000 Penalty: 4264.534180
	Iteration 31Q: 3 clusters Score -1099296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1099305.250000 Penalty: 4264.534180
	Iteration 32Q: 3 clusters Score -1099305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1099313.125000 Penalty: 4264.534180
	Iteration 33Q: 3 clusters Score -1099313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1099320.000000 Penalty: 4264.534180
	Iteration 34Q: 3 clusters Score -1099320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1099324.750000 Penalty: 4264.534180
	Iteration 35Q: 3 clusters Score -1099325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1099332.500000 Penalty: 4264.534180
	Iteration 36Q: 3 clusters Score -1099332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1099337.500000 Penalty: 4264.534180
	Iteration 37Q: 3 clusters Score -1099338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1099346.000000 Penalty: 4264.534180
	Iteration 38Q: 3 clusters Score -1099346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1099354.125000 Penalty: 4264.534180
	Iteration 39Q: 3 clusters Score -1099354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1099353.750000 Penalty: 4264.534180
	Iteration 40F: 3 clusters Score -1099354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1099355.625000 Penalty: 4264.534180
	Iteration 41Q: 3 clusters Score -1099356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1099356.500000 Penalty: 4264.534180
	Iteration 42Q: 3 clusters Score -1099356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1099359.875000 Penalty: 4264.534180
	Iteration 43Q: 3 clusters Score -1099360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1099361.625000 Penalty: 4264.534180
	Iteration 44Q: 3 clusters Score -1099362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1099360.125000 Penalty: 4264.534180
	Iteration 45Q: 3 clusters Score -1099360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1099363.000000 Penalty: 4264.534180
	Iteration 46Q: 3 clusters Score -1099363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1099360.875000 Penalty: 4264.534180
	Iteration 47Q: 3 clusters Score -1099361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1099363.125000 Penalty: 4264.534180
	Iteration 48Q: 3 clusters Score -1099363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1099364.125000 Penalty: 4264.534180
	Iteration 49Q: 3 clusters Score -1099364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1099364.125000 Penalty: 4264.534180
	Iteration 50F: 3 clusters Score -1099364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Entering Unmasked Estep 
Score: -6822065.000000 Penalty: 2592.850586
	Iteration 0F: 2 clusters Score -6822065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -6802383.000000 Penalty: 5185.701172
	Iteration 0F: 3 clusters Score -6802383 nChanged 15563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -6810782.500000 Penalty: 5185.701172
	Iteration 1F: 3 clusters Score -6810782 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -6811205.000000 Penalty: 5185.701172
	Iteration 2Q: 3 clusters Score -6811205 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -6811504.500000 Penalty: 5185.701172
	Iteration 3Q: 3 clusters Score -6811504 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -6811828.000000 Penalty: 5185.701172
	Iteration 4Q: 3 clusters Score -6811828 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -6812182.500000 Penalty: 5185.701172
	Iteration 5Q: 3 clusters Score -6812182 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -6812595.000000 Penalty: 5185.701172
	Iteration 6Q: 3 clusters Score -6812595 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -6813064.500000 Penalty: 5185.701172
	Iteration 7Q: 3 clusters Score -6813064 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -6813623.500000 Penalty: 5185.701172
	Iteration 8F: 3 clusters Score -6813624 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -6814561.500000 Penalty: 5185.701172
	Iteration 9F: 3 clusters Score -6814562 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -6816010.500000 Penalty: 5185.701172
	Iteration 10F: 3 clusters Score -6816010 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -6817157.500000 Penalty: 5185.701172
	Iteration 11Q: 3 clusters Score -6817158 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -6817874.000000 Penalty: 5185.701172
	Iteration 12Q: 3 clusters Score -6817874 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6818464.500000 Penalty: 5185.701172
	Iteration 13Q: 3 clusters Score -6818464 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -6818972.500000 Penalty: 5185.701172
	Iteration 14Q: 3 clusters Score -6818972 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -6819309.000000 Penalty: 5185.701172
	Iteration 15Q: 3 clusters Score -6819309 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6819506.000000 Penalty: 5185.701172
	Iteration 16Q: 3 clusters Score -6819506 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6819670.000000 Penalty: 5185.701172
	Iteration 17Q: 3 clusters Score -6819670 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6819758.000000 Penalty: 5185.701172
	Iteration 18Q: 3 clusters Score -6819758 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6819790.000000 Penalty: 5185.701172
	Iteration 19Q: 3 clusters Score -6819790 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6819865.000000 Penalty: 5185.701172
	Iteration 20F: 3 clusters Score -6819865 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6819890.000000 Penalty: 5185.701172
	Iteration 21Q: 3 clusters Score -6819890 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6819901.500000 Penalty: 5185.701172
	Iteration 22Q: 3 clusters Score -6819902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6819905.000000 Penalty: 5185.701172
	Iteration 23Q: 3 clusters Score -6819905 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6819928.500000 Penalty: 5185.701172
	Iteration 24Q: 3 clusters Score -6819928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6819944.500000 Penalty: 5185.701172
	Iteration 25Q: 3 clusters Score -6819944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6819953.000000 Penalty: 5185.701172
	Iteration 26Q: 3 clusters Score -6819953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6819956.000000 Penalty: 5185.701172
	Iteration 27Q: 3 clusters Score -6819956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6819975.500000 Penalty: 5185.701172
	Iteration 28Q: 3 clusters Score -6819976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6819974.500000 Penalty: 5185.701172
	Iteration 29Q: 3 clusters Score -6819974 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6819983.500000 Penalty: 5185.701172
	Iteration 30Q: 3 clusters Score -6819984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6820000.000000 Penalty: 5185.701172
	Iteration 31Q: 3 clusters Score -6820000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6820004.500000 Penalty: 5185.701172
	Iteration 32Q: 3 clusters Score -6820004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6820016.000000 Penalty: 5185.701172
	Iteration 33Q: 3 clusters Score -6820016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6820022.000000 Penalty: 5185.701172
	Iteration 34Q: 3 clusters Score -6820022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6820011.500000 Penalty: 5185.701172
	Iteration 35Q: 3 clusters Score -6820012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6820020.000000 Penalty: 5185.701172
	Iteration 36Q: 3 clusters Score -6820020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6820023.500000 Penalty: 5185.701172
	Iteration 37Q: 3 clusters Score -6820024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6820023.000000 Penalty: 5185.701172
	Iteration 38Q: 3 clusters Score -6820023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6820015.000000 Penalty: 5185.701172
	Iteration 39Q: 3 clusters Score -6820015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6820017.000000 Penalty: 5185.701172
	Iteration 40F: 3 clusters Score -6820017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6820028.500000 Penalty: 5185.701172
	Iteration 41Q: 3 clusters Score -6820028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6820021.000000 Penalty: 5185.701172
	Iteration 42Q: 3 clusters Score -6820021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6820027.500000 Penalty: 5185.701172
	Iteration 43Q: 3 clusters Score -6820028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6820022.000000 Penalty: 5185.701172
	Iteration 44Q: 3 clusters Score -6820022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6820022.000000 Penalty: 5185.701172
	Iteration 45F: 3 clusters Score -6820022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -37145.773438 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -37145.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35985.402344 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -35985.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36317.484375 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -36317.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36501.250000 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -36501.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36600.507812 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -36600.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36710.777344 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -36710.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36783.359375 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -36783.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36860.132812 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -36860.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36907.855469 Penalty: 2888.230713
	Iteration 7Q: 3 clusters Score -36907.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36925.542969 Penalty: 2888.230713
	Iteration 8Q: 3 clusters Score -36925.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36940.835938 Penalty: 2888.230713
	Iteration 9Q: 3 clusters Score -36940.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36949.167969 Penalty: 2888.230713
	Iteration 10Q: 3 clusters Score -36949.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36952.304688 Penalty: 2888.230713
	Iteration 11Q: 3 clusters Score -36952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36952.859375 Penalty: 2888.230713
	Iteration 12F: 3 clusters Score -36952.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36959.671875 Penalty: 2888.230713
	Iteration 13Q: 3 clusters Score -36959.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36959.671875 Penalty: 2888.230713
	Iteration 14F: 3 clusters Score -36959.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -61986.804688 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -61986.8 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 207 members 
Entering Unmasked Estep 
Score: -60652.855469 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -60652.86 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60847.027344 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -60847.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -60991.011719 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -60991.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -61071.425781 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -61071.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -61161.027344 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -61161.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -61244.597656 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -61244.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -61280.332031 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -61280.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -61280.332031 Penalty: 2993.598877
	Iteration 7F: 3 clusters Score -61280.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Entering Unmasked Estep 
Score: -3278848.500000 Penalty: 2388.085938
	Iteration 0F: 2 clusters Score -3278848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3268515.750000 Penalty: 4776.171875
	Iteration 0F: 3 clusters Score -3268516 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3271913.000000 Penalty: 4776.171875
	Iteration 1F: 3 clusters Score -3271913 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3272222.500000 Penalty: 4776.171875
	Iteration 2F: 3 clusters Score -3272222 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3272433.250000 Penalty: 4776.171875
	Iteration 3Q: 3 clusters Score -3272433 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3272593.000000 Penalty: 4776.171875
	Iteration 4Q: 3 clusters Score -3272593 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3272722.250000 Penalty: 4776.171875
	Iteration 5Q: 3 clusters Score -3272722 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3272846.000000 Penalty: 4776.171875
	Iteration 6Q: 3 clusters Score -3272846 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -3272957.750000 Penalty: 4776.171875
	Iteration 7Q: 3 clusters Score -3272958 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3273081.000000 Penalty: 4776.171875
	Iteration 8Q: 3 clusters Score -3273081 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3273223.500000 Penalty: 4776.171875
	Iteration 9Q: 3 clusters Score -3273224 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3273385.500000 Penalty: 4776.171875
	Iteration 10Q: 3 clusters Score -3273386 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3273592.750000 Penalty: 4776.171875
	Iteration 11Q: 3 clusters Score -3273593 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3273860.000000 Penalty: 4776.171875
	Iteration 12Q: 3 clusters Score -3273860 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3274139.250000 Penalty: 4776.171875
	Iteration 13Q: 3 clusters Score -3274139 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3274544.750000 Penalty: 4776.171875
	Iteration 14Q: 3 clusters Score -3274545 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3275013.500000 Penalty: 4776.171875
	Iteration 15Q: 3 clusters Score -3275014 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3275471.750000 Penalty: 4776.171875
	Iteration 16Q: 3 clusters Score -3275472 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3275889.250000 Penalty: 4776.171875
	Iteration 17Q: 3 clusters Score -3275889 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3276163.500000 Penalty: 4776.171875
	Iteration 18Q: 3 clusters Score -3276164 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3276374.500000 Penalty: 4776.171875
	Iteration 19Q: 3 clusters Score -3276374 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3276521.250000 Penalty: 4776.171875
	Iteration 20F: 3 clusters Score -3276521 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3276605.500000 Penalty: 4776.171875
	Iteration 21Q: 3 clusters Score -3276606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3276666.500000 Penalty: 4776.171875
	Iteration 22Q: 3 clusters Score -3276666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3276703.000000 Penalty: 4776.171875
	Iteration 23Q: 3 clusters Score -3276703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3276720.250000 Penalty: 4776.171875
	Iteration 24Q: 3 clusters Score -3276720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3276754.000000 Penalty: 4776.171875
	Iteration 25Q: 3 clusters Score -3276754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3276775.750000 Penalty: 4776.171875
	Iteration 26Q: 3 clusters Score -3276776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3276779.750000 Penalty: 4776.171875
	Iteration 27Q: 3 clusters Score -3276780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3276791.750000 Penalty: 4776.171875
	Iteration 28Q: 3 clusters Score -3276792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3276800.500000 Penalty: 4776.171875
	Iteration 29Q: 3 clusters Score -3276800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3276811.250000 Penalty: 4776.171875
	Iteration 30Q: 3 clusters Score -3276811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3276813.000000 Penalty: 4776.171875
	Iteration 31Q: 3 clusters Score -3276813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3276817.000000 Penalty: 4776.171875
	Iteration 32Q: 3 clusters Score -3276817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3276817.750000 Penalty: 4776.171875
	Iteration 33Q: 3 clusters Score -3276818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3276820.250000 Penalty: 4776.171875
	Iteration 34Q: 3 clusters Score -3276820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -3276830.250000 Penalty: 4776.171875
	Iteration 35Q: 3 clusters Score -3276830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3276831.500000 Penalty: 4776.171875
	Iteration 36Q: 3 clusters Score -3276832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3276840.500000 Penalty: 4776.171875
	Iteration 37Q: 3 clusters Score -3276840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3276839.000000 Penalty: 4776.171875
	Iteration 38Q: 3 clusters Score -3276839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3276839.250000 Penalty: 4776.171875
	Iteration 39Q: 3 clusters Score -3276839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3276839.250000 Penalty: 4776.171875
	Iteration 40F: 3 clusters Score -3276839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -132865.265625 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -132865.3 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 372 members 
Entering Unmasked Estep 
Score: -131148.640625 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -131148.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -131430.437500 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -131430.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -131603.187500 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -131603.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -131735.609375 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -131735.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -131835.562500 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -131835.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -131912.218750 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -131912.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -131986.281250 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -131986.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -132027.406250 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -132027.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132043.625000 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -132043.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -132054.359375 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -132054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -132057.984375 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -132058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -132065.281250 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -132065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -132070.437500 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -132070.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -132076.750000 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -132076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -132078.125000 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -132078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -132078.125000 Penalty: 3281.568359
	Iteration 15F: 3 clusters Score -132078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Entering Unmasked Estep 
Score: -1801530.125000 Penalty: 2251.133789
	Iteration 0F: 2 clusters Score -1801530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1794660.250000 Penalty: 4502.267578
	Iteration 0F: 3 clusters Score -1794660 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1796598.125000 Penalty: 4502.267578
	Iteration 1F: 3 clusters Score -1796598 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1796911.250000 Penalty: 4502.267578
	Iteration 2F: 3 clusters Score -1796911 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1797170.000000 Penalty: 4502.267578
	Iteration 3F: 3 clusters Score -1797170 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1797404.750000 Penalty: 4502.267578
	Iteration 4Q: 3 clusters Score -1797405 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1797596.625000 Penalty: 4502.267578
	Iteration 5Q: 3 clusters Score -1797597 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1797754.375000 Penalty: 4502.267578
	Iteration 6Q: 3 clusters Score -1797754 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1797897.125000 Penalty: 4502.267578
	Iteration 7Q: 3 clusters Score -1797897 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1798039.375000 Penalty: 4502.267578
	Iteration 8Q: 3 clusters Score -1798039 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1798189.375000 Penalty: 4502.267578
	Iteration 9Q: 3 clusters Score -1798189 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1798338.375000 Penalty: 4502.267578
	Iteration 10Q: 3 clusters Score -1798338 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1798485.875000 Penalty: 4502.267578
	Iteration 11Q: 3 clusters Score -1798486 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1798618.000000 Penalty: 4502.267578
	Iteration 12Q: 3 clusters Score -1798618 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1798735.625000 Penalty: 4502.267578
	Iteration 13Q: 3 clusters Score -1798736 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1798840.875000 Penalty: 4502.267578
	Iteration 14Q: 3 clusters Score -1798841 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1798932.750000 Penalty: 4502.267578
	Iteration 15Q: 3 clusters Score -1798933 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1799006.000000 Penalty: 4502.267578
	Iteration 16Q: 3 clusters Score -1799006 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1799080.000000 Penalty: 4502.267578
	Iteration 17Q: 3 clusters Score -1799080 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1799156.000000 Penalty: 4502.267578
	Iteration 18Q: 3 clusters Score -1799156 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1799218.625000 Penalty: 4502.267578
	Iteration 19Q: 3 clusters Score -1799219 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1799271.375000 Penalty: 4502.267578
	Iteration 20F: 3 clusters Score -1799271 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1799328.375000 Penalty: 4502.267578
	Iteration 21Q: 3 clusters Score -1799328 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1799356.250000 Penalty: 4502.267578
	Iteration 22Q: 3 clusters Score -1799356 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1799384.500000 Penalty: 4502.267578
	Iteration 23Q: 3 clusters Score -1799384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1799400.625000 Penalty: 4502.267578
	Iteration 24Q: 3 clusters Score -1799401 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1799422.125000 Penalty: 4502.267578
	Iteration 25Q: 3 clusters Score -1799422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1799452.000000 Penalty: 4502.267578
	Iteration 26Q: 3 clusters Score -1799452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1799482.375000 Penalty: 4502.267578
	Iteration 27Q: 3 clusters Score -1799482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1799519.250000 Penalty: 4502.267578
	Iteration 28Q: 3 clusters Score -1799519 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1799544.875000 Penalty: 4502.267578
	Iteration 29Q: 3 clusters Score -1799545 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1799566.500000 Penalty: 4502.267578
	Iteration 30Q: 3 clusters Score -1799566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1799588.250000 Penalty: 4502.267578
	Iteration 31Q: 3 clusters Score -1799588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1799600.625000 Penalty: 4502.267578
	Iteration 32Q: 3 clusters Score -1799601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1799616.500000 Penalty: 4502.267578
	Iteration 33Q: 3 clusters Score -1799616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1799635.625000 Penalty: 4502.267578
	Iteration 34Q: 3 clusters Score -1799636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1799650.750000 Penalty: 4502.267578
	Iteration 35Q: 3 clusters Score -1799651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1799660.125000 Penalty: 4502.267578
	Iteration 36Q: 3 clusters Score -1799660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1799670.500000 Penalty: 4502.267578
	Iteration 37Q: 3 clusters Score -1799670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1799681.875000 Penalty: 4502.267578
	Iteration 38Q: 3 clusters Score -1799682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1799691.500000 Penalty: 4502.267578
	Iteration 39Q: 3 clusters Score -1799692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1799705.250000 Penalty: 4502.267578
	Iteration 40F: 3 clusters Score -1799705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1799713.750000 Penalty: 4502.267578
	Iteration 41Q: 3 clusters Score -1799714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1799717.375000 Penalty: 4502.267578
	Iteration 42Q: 3 clusters Score -1799717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1799720.250000 Penalty: 4502.267578
	Iteration 43Q: 3 clusters Score -1799720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1799727.250000 Penalty: 4502.267578
	Iteration 44Q: 3 clusters Score -1799727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1799733.000000 Penalty: 4502.267578
	Iteration 45Q: 3 clusters Score -1799733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1799742.250000 Penalty: 4502.267578
	Iteration 46Q: 3 clusters Score -1799742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1799748.875000 Penalty: 4502.267578
	Iteration 47Q: 3 clusters Score -1799749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1799759.125000 Penalty: 4502.267578
	Iteration 48Q: 3 clusters Score -1799759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1799766.125000 Penalty: 4502.267578
	Iteration 49Q: 3 clusters Score -1799766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1799780.500000 Penalty: 4502.267578
	Iteration 50Q: 3 clusters Score -1799780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1799790.875000 Penalty: 4502.267578
	Iteration 51Q: 3 clusters Score -1799791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1799796.000000 Penalty: 4502.267578
	Iteration 52Q: 3 clusters Score -1799796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1799804.125000 Penalty: 4502.267578
	Iteration 53Q: 3 clusters Score -1799804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1799806.875000 Penalty: 4502.267578
	Iteration 54Q: 3 clusters Score -1799807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1799810.250000 Penalty: 4502.267578
	Iteration 55Q: 3 clusters Score -1799810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1799814.250000 Penalty: 4502.267578
	Iteration 56Q: 3 clusters Score -1799814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1799818.750000 Penalty: 4502.267578
	Iteration 57Q: 3 clusters Score -1799819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1799820.750000 Penalty: 4502.267578
	Iteration 58Q: 3 clusters Score -1799821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1799822.500000 Penalty: 4502.267578
	Iteration 59Q: 3 clusters Score -1799822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1799823.375000 Penalty: 4502.267578
	Iteration 60F: 3 clusters Score -1799823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1799822.750000 Penalty: 4502.267578
	Iteration 61Q: 3 clusters Score -1799823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1799821.750000 Penalty: 4502.267578
	Iteration 62Q: 3 clusters Score -1799822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1799821.750000 Penalty: 4502.267578
	Iteration 63F: 3 clusters Score -1799822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Entering Unmasked Estep 
Score: -7581700.500000 Penalty: 2628.460938
	Iteration 0F: 2 clusters Score -7581700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -7554493.500000 Penalty: 5256.921875
	Iteration 0F: 3 clusters Score -7554494 nChanged 18358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -7564724.000000 Penalty: 5256.921875
	Iteration 1F: 3 clusters Score -7564724 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -7565209.500000 Penalty: 5256.921875
	Iteration 2Q: 3 clusters Score -7565210 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -7565586.500000 Penalty: 5256.921875
	Iteration 3Q: 3 clusters Score -7565586 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -7566012.000000 Penalty: 5256.921875
	Iteration 4Q: 3 clusters Score -7566012 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -7566434.000000 Penalty: 5256.921875
	Iteration 5Q: 3 clusters Score -7566434 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -7567012.500000 Penalty: 5256.921875
	Iteration 6Q: 3 clusters Score -7567012 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -7567840.000000 Penalty: 5256.921875
	Iteration 7Q: 3 clusters Score -7567840 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -7568889.500000 Penalty: 5256.921875
	Iteration 8F: 3 clusters Score -7568890 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -7570325.500000 Penalty: 5256.921875
	Iteration 9F: 3 clusters Score -7570326 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -7572183.000000 Penalty: 5256.921875
	Iteration 10F: 3 clusters Score -7572183 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -7574309.500000 Penalty: 5256.921875
	Iteration 11F: 3 clusters Score -7574310 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -7576280.000000 Penalty: 5256.921875
	Iteration 12F: 3 clusters Score -7576280 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -7577645.500000 Penalty: 5256.921875
	Iteration 13Q: 3 clusters Score -7577646 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -7578389.000000 Penalty: 5256.921875
	Iteration 14Q: 3 clusters Score -7578389 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -7578824.500000 Penalty: 5256.921875
	Iteration 15Q: 3 clusters Score -7578824 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -7579085.500000 Penalty: 5256.921875
	Iteration 16Q: 3 clusters Score -7579086 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -7579246.500000 Penalty: 5256.921875
	Iteration 17Q: 3 clusters Score -7579246 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -7579345.500000 Penalty: 5256.921875
	Iteration 18Q: 3 clusters Score -7579346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -7579380.500000 Penalty: 5256.921875
	Iteration 19Q: 3 clusters Score -7579380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -7579413.000000 Penalty: 5256.921875
	Iteration 20F: 3 clusters Score -7579413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -7579431.000000 Penalty: 5256.921875
	Iteration 21Q: 3 clusters Score -7579431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -7579440.500000 Penalty: 5256.921875
	Iteration 22Q: 3 clusters Score -7579440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -7579447.500000 Penalty: 5256.921875
	Iteration 23Q: 3 clusters Score -7579448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -7579461.500000 Penalty: 5256.921875
	Iteration 24Q: 3 clusters Score -7579462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -7579458.500000 Penalty: 5256.921875
	Iteration 25Q: 3 clusters Score -7579458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -7579475.000000 Penalty: 5256.921875
	Iteration 26Q: 3 clusters Score -7579475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -7579478.000000 Penalty: 5256.921875
	Iteration 27Q: 3 clusters Score -7579478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -7579487.000000 Penalty: 5256.921875
	Iteration 28Q: 3 clusters Score -7579487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -7579495.000000 Penalty: 5256.921875
	Iteration 29Q: 3 clusters Score -7579495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -7579503.000000 Penalty: 5256.921875
	Iteration 30Q: 3 clusters Score -7579503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -7579508.000000 Penalty: 5256.921875
	Iteration 31Q: 3 clusters Score -7579508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -7579509.500000 Penalty: 5256.921875
	Iteration 32Q: 3 clusters Score -7579510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -7579515.000000 Penalty: 5256.921875
	Iteration 33Q: 3 clusters Score -7579515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -7579522.000000 Penalty: 5256.921875
	Iteration 34Q: 3 clusters Score -7579522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -7579522.000000 Penalty: 5256.921875
	Iteration 35Q: 3 clusters Score -7579522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -7579524.000000 Penalty: 5256.921875
	Iteration 36Q: 3 clusters Score -7579524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -7579522.500000 Penalty: 5256.921875
	Iteration 37Q: 3 clusters Score -7579522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -7579525.500000 Penalty: 5256.921875
	Iteration 38Q: 3 clusters Score -7579526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -7579524.500000 Penalty: 5256.921875
	Iteration 39Q: 3 clusters Score -7579524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -7579528.500000 Penalty: 5256.921875
	Iteration 40F: 3 clusters Score -7579528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Entering Unmasked Estep 
Score: -1528612.375000 Penalty: 2235.733643
	Iteration 0F: 2 clusters Score -1528612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1522083.375000 Penalty: 4471.467285
	Iteration 0F: 3 clusters Score -1522083 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1524018.875000 Penalty: 4471.467285
	Iteration 1F: 3 clusters Score -1524019 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1524447.875000 Penalty: 4471.467285
	Iteration 2F: 3 clusters Score -1524448 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1524780.375000 Penalty: 4471.467285
	Iteration 3F: 3 clusters Score -1524780 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1525069.000000 Penalty: 4471.467285
	Iteration 4F: 3 clusters Score -1525069 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1525307.500000 Penalty: 4471.467285
	Iteration 5Q: 3 clusters Score -1525308 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1525474.875000 Penalty: 4471.467285
	Iteration 6Q: 3 clusters Score -1525475 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1525586.250000 Penalty: 4471.467285
	Iteration 7Q: 3 clusters Score -1525586 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1525674.625000 Penalty: 4471.467285
	Iteration 8Q: 3 clusters Score -1525675 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1525750.250000 Penalty: 4471.467285
	Iteration 9Q: 3 clusters Score -1525750 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1525811.750000 Penalty: 4471.467285
	Iteration 10Q: 3 clusters Score -1525812 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1525872.625000 Penalty: 4471.467285
	Iteration 11Q: 3 clusters Score -1525873 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1525916.750000 Penalty: 4471.467285
	Iteration 12Q: 3 clusters Score -1525917 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1525957.125000 Penalty: 4471.467285
	Iteration 13Q: 3 clusters Score -1525957 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1525987.375000 Penalty: 4471.467285
	Iteration 14Q: 3 clusters Score -1525987 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1526020.375000 Penalty: 4471.467285
	Iteration 15Q: 3 clusters Score -1526020 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1526041.875000 Penalty: 4471.467285
	Iteration 16Q: 3 clusters Score -1526042 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1526061.000000 Penalty: 4471.467285
	Iteration 17Q: 3 clusters Score -1526061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1526075.750000 Penalty: 4471.467285
	Iteration 18Q: 3 clusters Score -1526076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1526092.250000 Penalty: 4471.467285
	Iteration 19Q: 3 clusters Score -1526092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1526101.625000 Penalty: 4471.467285
	Iteration 20F: 3 clusters Score -1526102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1526113.250000 Penalty: 4471.467285
	Iteration 21Q: 3 clusters Score -1526113 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1526137.500000 Penalty: 4471.467285
	Iteration 22Q: 3 clusters Score -1526138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1526152.500000 Penalty: 4471.467285
	Iteration 23Q: 3 clusters Score -1526152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1526169.500000 Penalty: 4471.467285
	Iteration 24Q: 3 clusters Score -1526170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1526188.750000 Penalty: 4471.467285
	Iteration 25Q: 3 clusters Score -1526189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1526202.250000 Penalty: 4471.467285
	Iteration 26Q: 3 clusters Score -1526202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1526219.375000 Penalty: 4471.467285
	Iteration 27Q: 3 clusters Score -1526219 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1526239.500000 Penalty: 4471.467285
	Iteration 28Q: 3 clusters Score -1526240 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1526261.625000 Penalty: 4471.467285
	Iteration 29Q: 3 clusters Score -1526262 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1526288.375000 Penalty: 4471.467285
	Iteration 30Q: 3 clusters Score -1526288 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1526310.000000 Penalty: 4471.467285
	Iteration 31Q: 3 clusters Score -1526310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1526328.500000 Penalty: 4471.467285
	Iteration 32Q: 3 clusters Score -1526328 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1526358.250000 Penalty: 4471.467285
	Iteration 33Q: 3 clusters Score -1526358 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1526390.750000 Penalty: 4471.467285
	Iteration 34Q: 3 clusters Score -1526391 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1526423.750000 Penalty: 4471.467285
	Iteration 35Q: 3 clusters Score -1526424 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1526459.875000 Penalty: 4471.467285
	Iteration 36Q: 3 clusters Score -1526460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1526487.500000 Penalty: 4471.467285
	Iteration 37Q: 3 clusters Score -1526488 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1526505.875000 Penalty: 4471.467285
	Iteration 38Q: 3 clusters Score -1526506 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1526525.375000 Penalty: 4471.467285
	Iteration 39Q: 3 clusters Score -1526525 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1526550.125000 Penalty: 4471.467285
	Iteration 40F: 3 clusters Score -1526550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1526570.125000 Penalty: 4471.467285
	Iteration 41Q: 3 clusters Score -1526570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1526588.500000 Penalty: 4471.467285
	Iteration 42Q: 3 clusters Score -1526588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1526613.000000 Penalty: 4471.467285
	Iteration 43Q: 3 clusters Score -1526613 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1526632.250000 Penalty: 4471.467285
	Iteration 44Q: 3 clusters Score -1526632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1526653.750000 Penalty: 4471.467285
	Iteration 45Q: 3 clusters Score -1526654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1526672.250000 Penalty: 4471.467285
	Iteration 46Q: 3 clusters Score -1526672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1526692.625000 Penalty: 4471.467285
	Iteration 47Q: 3 clusters Score -1526693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1526718.250000 Penalty: 4471.467285
	Iteration 48Q: 3 clusters Score -1526718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1526734.250000 Penalty: 4471.467285
	Iteration 49Q: 3 clusters Score -1526734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1526753.125000 Penalty: 4471.467285
	Iteration 50Q: 3 clusters Score -1526753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1526772.625000 Penalty: 4471.467285
	Iteration 51Q: 3 clusters Score -1526773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1526786.000000 Penalty: 4471.467285
	Iteration 52Q: 3 clusters Score -1526786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1526796.250000 Penalty: 4471.467285
	Iteration 53Q: 3 clusters Score -1526796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1526802.375000 Penalty: 4471.467285
	Iteration 54Q: 3 clusters Score -1526802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1526808.000000 Penalty: 4471.467285
	Iteration 55Q: 3 clusters Score -1526808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1526813.750000 Penalty: 4471.467285
	Iteration 56Q: 3 clusters Score -1526814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1526819.250000 Penalty: 4471.467285
	Iteration 57Q: 3 clusters Score -1526819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1526819.750000 Penalty: 4471.467285
	Iteration 58Q: 3 clusters Score -1526820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1526821.625000 Penalty: 4471.467285
	Iteration 59Q: 3 clusters Score -1526822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1526823.000000 Penalty: 4471.467285
	Iteration 60F: 3 clusters Score -1526823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -51947.734375 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -51947.73 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 191 members 
Entering Unmasked Estep 
Score: -50756.312500 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -50756.31 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51040.707031 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -51040.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51105.757812 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -51105.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51154.605469 Penalty: 2960.479004
	Iteration 3Q: 3 clusters Score -51154.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51190.335938 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -51190.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51208.929688 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -51208.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51236.406250 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -51236.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51257.843750 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -51257.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51269.234375 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -51269.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51314.152344 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -51314.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51338.527344 Penalty: 2960.479004
	Iteration 10Q: 3 clusters Score -51338.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51347.886719 Penalty: 2960.479004
	Iteration 11Q: 3 clusters Score -51347.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51360.046875 Penalty: 2960.479004
	Iteration 12F: 3 clusters Score -51360.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51429.925781 Penalty: 2960.479004
	Iteration 13Q: 3 clusters Score -51429.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51487.691406 Penalty: 2960.479004
	Iteration 14Q: 3 clusters Score -51487.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51507.324219 Penalty: 2960.479004
	Iteration 15Q: 3 clusters Score -51507.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51521.914062 Penalty: 2960.479004
	Iteration 16Q: 3 clusters Score -51521.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51578.847656 Penalty: 2960.479004
	Iteration 17Q: 3 clusters Score -51578.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51586.941406 Penalty: 2960.479004
	Iteration 18Q: 3 clusters Score -51586.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51586.941406 Penalty: 2960.479004
	Iteration 19F: 3 clusters Score -51586.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -48836.179688 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -48836.18 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 154 members 
Entering Unmasked Estep 
Score: -47645.011719 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -47645.01 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47833.593750 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -47833.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47897.011719 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -47897.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -47924.941406 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -47924.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47960.468750 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -47960.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47970.843750 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -47970.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47975.167969 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -47975.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47976.398438 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -47976.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47976.398438 Penalty: 2862.634766
	Iteration 8F: 3 clusters Score -47976.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -89884.335938 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -89884.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -88390.226562 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -88390.23 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -88713.054688 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -88713.05 nChanged 43
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: -88862.632812 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -88862.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -88968.210938 Penalty: 3160.319580
	Iteration 3F: 3 clusters Score -88968.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -89059.187500 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -89059.19 nChanged 21
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: -89131.468750 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -89131.47 nChanged 11
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: -89160.671875 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -89160.67 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: -89182.695312 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -89182.7 nChanged 2
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: -89187.632812 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -89187.63 nChanged 2
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: -89196.062500 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -89196.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -89208.000000 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -89208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -89218.367188 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -89218.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -89226.039062 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -89226.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -89245.734375 Penalty: 3160.319580
	Iteration 13Q: 3 clusters Score -89245.73 nChanged 2
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: -89272.257812 Penalty: 3160.319580
	Iteration 14Q: 3 clusters Score -89272.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -89302.812500 Penalty: 3160.319580
	Iteration 15Q: 3 clusters Score -89302.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -89319.046875 Penalty: 3160.319580
	Iteration 16Q: 3 clusters Score -89319.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -89323.023438 Penalty: 3160.319580
	Iteration 17Q: 3 clusters Score -89323.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -89341.218750 Penalty: 3160.319580
	Iteration 18Q: 3 clusters Score -89341.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -89367.945312 Penalty: 3160.319580
	Iteration 19Q: 3 clusters Score -89367.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -89378.750000 Penalty: 3160.319580
	Iteration 20F: 3 clusters Score -89378.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -57456.347656 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -57456.35 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 174 members 
Entering Unmasked Estep 
Score: -56164.382812 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -56164.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -56310.503906 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -56310.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56414.578125 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -56414.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -56586.410156 Penalty: 2862.634766
	Iteration 3F: 3 clusters Score -56586.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -56686.558594 Penalty: 2862.634766
	Iteration 4F: 3 clusters Score -56686.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -56749.886719 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -56749.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -56802.195312 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -56802.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -56927.148438 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -56927.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -56969.441406 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -56969.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -57008.242188 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -57008.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -57034.265625 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -57034.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -57053.031250 Penalty: 2862.634766
	Iteration 11Q: 3 clusters Score -57053.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -57061.066406 Penalty: 2862.634766
	Iteration 12Q: 3 clusters Score -57061.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -57062.152344 Penalty: 2862.634766
	Iteration 13F: 3 clusters Score -57062.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -57068.730469 Penalty: 2862.634766
	Iteration 14Q: 3 clusters Score -57068.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -57072.324219 Penalty: 2862.634766
	Iteration 15Q: 3 clusters Score -57072.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -57072.324219 Penalty: 2862.634766
	Iteration 16F: 3 clusters Score -57072.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -788344.000000 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -788344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -784255.375000 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -784255.4 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -785215.875000 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -785215.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -785615.187500 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -785615.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -786074.812500 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -786074.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -786515.000000 Penalty: 4147.986328
	Iteration 4F: 3 clusters Score -786515 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -786967.125000 Penalty: 4147.986328
	Iteration 5F: 3 clusters Score -786967.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -787320.812500 Penalty: 4147.986328
	Iteration 6F: 3 clusters Score -787320.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -787523.250000 Penalty: 4147.986328
	Iteration 7F: 3 clusters Score -787523.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -787668.375000 Penalty: 4147.986328
	Iteration 8Q: 3 clusters Score -787668.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -787763.250000 Penalty: 4147.986328
	Iteration 9Q: 3 clusters Score -787763.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -787836.187500 Penalty: 4147.986328
	Iteration 10Q: 3 clusters Score -787836.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -787871.125000 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -787871.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -787888.187500 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -787888.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -787902.375000 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -787902.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -787912.687500 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -787912.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -787917.562500 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -787917.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -787922.187500 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -787922.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -787927.375000 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -787927.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -787934.000000 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -787934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -787942.625000 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -787942.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -787955.437500 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -787955.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -787962.875000 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -787962.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -787967.562500 Penalty: 4147.986328
	Iteration 22Q: 3 clusters Score -787967.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -787973.187500 Penalty: 4147.986328
	Iteration 23Q: 3 clusters Score -787973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -787973.187500 Penalty: 4147.986328
	Iteration 24Q: 3 clusters Score -787973.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -787976.437500 Penalty: 4147.986328
	Iteration 25Q: 3 clusters Score -787976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -787976.750000 Penalty: 4147.986328
	Iteration 26Q: 3 clusters Score -787976.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -787978.750000 Penalty: 4147.986328
	Iteration 27Q: 3 clusters Score -787978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -787979.437500 Penalty: 4147.986328
	Iteration 28Q: 3 clusters Score -787979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -787980.250000 Penalty: 4147.986328
	Iteration 29Q: 3 clusters Score -787980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -787979.875000 Penalty: 4147.986328
	Iteration 30Q: 3 clusters Score -787979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -787981.250000 Penalty: 4147.986328
	Iteration 31Q: 3 clusters Score -787981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -787981.875000 Penalty: 4147.986328
	Iteration 32Q: 3 clusters Score -787981.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -787983.187500 Penalty: 4147.986328
	Iteration 33Q: 3 clusters Score -787983.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -787986.625000 Penalty: 4147.986328
	Iteration 34Q: 3 clusters Score -787986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -787988.750000 Penalty: 4147.986328
	Iteration 35Q: 3 clusters Score -787988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -787987.562500 Penalty: 4147.986328
	Iteration 36Q: 3 clusters Score -787987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -787988.875000 Penalty: 4147.986328
	Iteration 37Q: 3 clusters Score -787988.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -787988.875000 Penalty: 4147.986328
	Iteration 38F: 3 clusters Score -787988.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -938286.687500 Penalty: 2104.710205
	Iteration 0F: 2 clusters Score -938286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -933894.812500 Penalty: 4209.420410
	Iteration 0F: 3 clusters Score -933894.8 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -935008.812500 Penalty: 4209.420410
	Iteration 1F: 3 clusters Score -935008.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -935345.875000 Penalty: 4209.420410
	Iteration 2F: 3 clusters Score -935345.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -935652.750000 Penalty: 4209.420410
	Iteration 3F: 3 clusters Score -935652.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -935904.500000 Penalty: 4209.420410
	Iteration 4F: 3 clusters Score -935904.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -936072.000000 Penalty: 4209.420410
	Iteration 5Q: 3 clusters Score -936072 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -936191.750000 Penalty: 4209.420410
	Iteration 6Q: 3 clusters Score -936191.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -936276.687500 Penalty: 4209.420410
	Iteration 7Q: 3 clusters Score -936276.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -936348.312500 Penalty: 4209.420410
	Iteration 8Q: 3 clusters Score -936348.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -936423.125000 Penalty: 4209.420410
	Iteration 9Q: 3 clusters Score -936423.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -936500.625000 Penalty: 4209.420410
	Iteration 10Q: 3 clusters Score -936500.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -936559.687500 Penalty: 4209.420410
	Iteration 11Q: 3 clusters Score -936559.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -936600.375000 Penalty: 4209.420410
	Iteration 12Q: 3 clusters Score -936600.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -936631.000000 Penalty: 4209.420410
	Iteration 13Q: 3 clusters Score -936631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -936660.625000 Penalty: 4209.420410
	Iteration 14Q: 3 clusters Score -936660.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -936684.250000 Penalty: 4209.420410
	Iteration 15Q: 3 clusters Score -936684.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -936703.687500 Penalty: 4209.420410
	Iteration 16Q: 3 clusters Score -936703.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -936710.937500 Penalty: 4209.420410
	Iteration 17Q: 3 clusters Score -936710.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -936717.562500 Penalty: 4209.420410
	Iteration 18Q: 3 clusters Score -936717.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -936722.187500 Penalty: 4209.420410
	Iteration 19Q: 3 clusters Score -936722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -936727.375000 Penalty: 4209.420410
	Iteration 20F: 3 clusters Score -936727.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -936729.312500 Penalty: 4209.420410
	Iteration 21Q: 3 clusters Score -936729.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -936731.312500 Penalty: 4209.420410
	Iteration 22Q: 3 clusters Score -936731.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -936734.500000 Penalty: 4209.420410
	Iteration 23Q: 3 clusters Score -936734.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -936739.312500 Penalty: 4209.420410
	Iteration 24Q: 3 clusters Score -936739.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -936739.812500 Penalty: 4209.420410
	Iteration 25Q: 3 clusters Score -936739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -936739.812500 Penalty: 4209.420410
	Iteration 26Q: 3 clusters Score -936739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -936742.062500 Penalty: 4209.420410
	Iteration 27Q: 3 clusters Score -936742.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -936742.250000 Penalty: 4209.420410
	Iteration 28Q: 3 clusters Score -936742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -936744.000000 Penalty: 4209.420410
	Iteration 29Q: 3 clusters Score -936744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -936744.562500 Penalty: 4209.420410
	Iteration 30Q: 3 clusters Score -936744.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -936747.562500 Penalty: 4209.420410
	Iteration 31Q: 3 clusters Score -936747.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -936751.000000 Penalty: 4209.420410
	Iteration 32Q: 3 clusters Score -936751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -936752.000000 Penalty: 4209.420410
	Iteration 33Q: 3 clusters Score -936752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -936754.000000 Penalty: 4209.420410
	Iteration 34Q: 3 clusters Score -936754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -936755.375000 Penalty: 4209.420410
	Iteration 35Q: 3 clusters Score -936755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -936755.437500 Penalty: 4209.420410
	Iteration 36Q: 3 clusters Score -936755.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -936757.500000 Penalty: 4209.420410
	Iteration 37Q: 3 clusters Score -936757.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -936757.500000 Penalty: 4209.420410
	Iteration 38F: 3 clusters Score -936757.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Entering Unmasked Estep 
Score: -4947753.000000 Penalty: 2515.984619
	Iteration 0F: 2 clusters Score -4947753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -4930178.000000 Penalty: 5031.969238
	Iteration 0F: 3 clusters Score -4930178 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -4936211.500000 Penalty: 5031.969238
	Iteration 1F: 3 clusters Score -4936212 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -4936575.500000 Penalty: 5031.969238
	Iteration 2Q: 3 clusters Score -4936576 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -4936937.000000 Penalty: 5031.969238
	Iteration 3Q: 3 clusters Score -4936937 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -4937278.000000 Penalty: 5031.969238
	Iteration 4Q: 3 clusters Score -4937278 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -4937729.000000 Penalty: 5031.969238
	Iteration 5Q: 3 clusters Score -4937729 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -4938302.000000 Penalty: 5031.969238
	Iteration 6Q: 3 clusters Score -4938302 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -4939115.500000 Penalty: 5031.969238
	Iteration 7F: 3 clusters Score -4939116 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -4940304.500000 Penalty: 5031.969238
	Iteration 8F: 3 clusters Score -4940304 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -4941727.000000 Penalty: 5031.969238
	Iteration 9F: 3 clusters Score -4941727 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4942998.500000 Penalty: 5031.969238
	Iteration 10F: 3 clusters Score -4942998 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4944080.500000 Penalty: 5031.969238
	Iteration 11Q: 3 clusters Score -4944080 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4944714.500000 Penalty: 5031.969238
	Iteration 12Q: 3 clusters Score -4944714 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4945090.000000 Penalty: 5031.969238
	Iteration 13Q: 3 clusters Score -4945090 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4945317.000000 Penalty: 5031.969238
	Iteration 14Q: 3 clusters Score -4945317 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4945449.500000 Penalty: 5031.969238
	Iteration 15Q: 3 clusters Score -4945450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4945509.000000 Penalty: 5031.969238
	Iteration 16Q: 3 clusters Score -4945509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4945542.500000 Penalty: 5031.969238
	Iteration 17Q: 3 clusters Score -4945542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4945558.000000 Penalty: 5031.969238
	Iteration 18Q: 3 clusters Score -4945558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4945572.500000 Penalty: 5031.969238
	Iteration 19Q: 3 clusters Score -4945572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4945583.500000 Penalty: 5031.969238
	Iteration 20F: 3 clusters Score -4945584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4945593.500000 Penalty: 5031.969238
	Iteration 21Q: 3 clusters Score -4945594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4945592.500000 Penalty: 5031.969238
	Iteration 22Q: 3 clusters Score -4945592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4945599.000000 Penalty: 5031.969238
	Iteration 23Q: 3 clusters Score -4945599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4945599.000000 Penalty: 5031.969238
	Iteration 24Q: 3 clusters Score -4945599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4945599.500000 Penalty: 5031.969238
	Iteration 25Q: 3 clusters Score -4945600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4945608.500000 Penalty: 5031.969238
	Iteration 26Q: 3 clusters Score -4945608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4945614.500000 Penalty: 5031.969238
	Iteration 27Q: 3 clusters Score -4945614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4945618.500000 Penalty: 5031.969238
	Iteration 28Q: 3 clusters Score -4945618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4945621.000000 Penalty: 5031.969238
	Iteration 29Q: 3 clusters Score -4945621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4945626.000000 Penalty: 5031.969238
	Iteration 30Q: 3 clusters Score -4945626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4945626.500000 Penalty: 5031.969238
	Iteration 31Q: 3 clusters Score -4945626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4945630.000000 Penalty: 5031.969238
	Iteration 32Q: 3 clusters Score -4945630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4945630.000000 Penalty: 5031.969238
	Iteration 33F: 3 clusters Score -4945630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16962.708984 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -16962.71 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 125 members 
Entering Unmasked Estep 
Score: -15948.988281 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -15948.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16107.161133 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -16107.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16192.000977 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -16192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16213.799805 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -16213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16233.201172 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -16233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16277.511719 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -16277.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16364.026367 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -16364.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16376.128906 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -16376.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16387.650391 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -16387.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16389.314453 Penalty: 2730.644531
	Iteration 9Q: 3 clusters Score -16389.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16389.314453 Penalty: 2730.644531
	Iteration 10F: 3 clusters Score -16389.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -166765.640625 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -166765.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -164882.531250 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -164882.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -165228.156250 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -165228.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -165426.843750 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -165426.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -165547.625000 Penalty: 3420.760254
	Iteration 3F: 3 clusters Score -165547.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -165659.593750 Penalty: 3420.760254
	Iteration 4Q: 3 clusters Score -165659.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -165749.390625 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -165749.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -165792.218750 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -165792.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -165822.890625 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -165822.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -165844.953125 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -165845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -165865.187500 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -165865.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -165876.468750 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -165876.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -165880.093750 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -165880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -165880.093750 Penalty: 3420.760254
	Iteration 12F: 3 clusters Score -165880.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Entering Unmasked Estep 
Score: -3088039.000000 Penalty: 2374.630371
	Iteration 0F: 2 clusters Score -3088039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3078025.500000 Penalty: 4749.260742
	Iteration 0F: 3 clusters Score -3078026 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3081388.250000 Penalty: 4749.260742
	Iteration 1F: 3 clusters Score -3081388 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3081660.500000 Penalty: 4749.260742
	Iteration 2F: 3 clusters Score -3081660 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3081862.500000 Penalty: 4749.260742
	Iteration 3Q: 3 clusters Score -3081862 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3082017.500000 Penalty: 4749.260742
	Iteration 4Q: 3 clusters Score -3082018 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -3082145.000000 Penalty: 4749.260742
	Iteration 5Q: 3 clusters Score -3082145 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3082266.250000 Penalty: 4749.260742
	Iteration 6Q: 3 clusters Score -3082266 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3082365.250000 Penalty: 4749.260742
	Iteration 7Q: 3 clusters Score -3082365 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3082486.250000 Penalty: 4749.260742
	Iteration 8Q: 3 clusters Score -3082486 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3082624.250000 Penalty: 4749.260742
	Iteration 9Q: 3 clusters Score -3082624 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3082780.250000 Penalty: 4749.260742
	Iteration 10Q: 3 clusters Score -3082780 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3082952.250000 Penalty: 4749.260742
	Iteration 11Q: 3 clusters Score -3082952 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3083166.500000 Penalty: 4749.260742
	Iteration 12Q: 3 clusters Score -3083166 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3083460.000000 Penalty: 4749.260742
	Iteration 13Q: 3 clusters Score -3083460 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -3083746.500000 Penalty: 4749.260742
	Iteration 14Q: 3 clusters Score -3083746 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3084070.250000 Penalty: 4749.260742
	Iteration 15Q: 3 clusters Score -3084070 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3084466.000000 Penalty: 4749.260742
	Iteration 16Q: 3 clusters Score -3084466 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -3084868.500000 Penalty: 4749.260742
	Iteration 17Q: 3 clusters Score -3084868 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3085243.000000 Penalty: 4749.260742
	Iteration 18Q: 3 clusters Score -3085243 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3085548.750000 Penalty: 4749.260742
	Iteration 19Q: 3 clusters Score -3085549 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3085815.250000 Penalty: 4749.260742
	Iteration 20F: 3 clusters Score -3085815 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3085993.000000 Penalty: 4749.260742
	Iteration 21Q: 3 clusters Score -3085993 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3086093.750000 Penalty: 4749.260742
	Iteration 22Q: 3 clusters Score -3086094 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3086148.250000 Penalty: 4749.260742
	Iteration 23Q: 3 clusters Score -3086148 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3086171.500000 Penalty: 4749.260742
	Iteration 24Q: 3 clusters Score -3086172 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3086175.250000 Penalty: 4749.260742
	Iteration 25Q: 3 clusters Score -3086175 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -3086186.250000 Penalty: 4749.260742
	Iteration 26Q: 3 clusters Score -3086186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -3086202.000000 Penalty: 4749.260742
	Iteration 27Q: 3 clusters Score -3086202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3086209.000000 Penalty: 4749.260742
	Iteration 28Q: 3 clusters Score -3086209 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -3086216.500000 Penalty: 4749.260742
	Iteration 29Q: 3 clusters Score -3086216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3086220.000000 Penalty: 4749.260742
	Iteration 30Q: 3 clusters Score -3086220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3086232.250000 Penalty: 4749.260742
	Iteration 31Q: 3 clusters Score -3086232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3086231.500000 Penalty: 4749.260742
	Iteration 32Q: 3 clusters Score -3086232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3086232.250000 Penalty: 4749.260742
	Iteration 33Q: 3 clusters Score -3086232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -3086235.000000 Penalty: 4749.260742
	Iteration 34Q: 3 clusters Score -3086235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -3086239.000000 Penalty: 4749.260742
	Iteration 35Q: 3 clusters Score -3086239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -3086236.750000 Penalty: 4749.260742
	Iteration 36Q: 3 clusters Score -3086237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3086240.000000 Penalty: 4749.260742
	Iteration 37Q: 3 clusters Score -3086240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -3086236.500000 Penalty: 4749.260742
	Iteration 38Q: 3 clusters Score -3086236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3086232.500000 Penalty: 4749.260742
	Iteration 39Q: 3 clusters Score -3086232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3086233.000000 Penalty: 4749.260742
	Iteration 40F: 3 clusters Score -3086233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3086232.500000 Penalty: 4749.260742
	Iteration 41Q: 3 clusters Score -3086232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -3086236.750000 Penalty: 4749.260742
	Iteration 42Q: 3 clusters Score -3086237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -3086244.500000 Penalty: 4749.260742
	Iteration 43Q: 3 clusters Score -3086244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -3086241.750000 Penalty: 4749.260742
	Iteration 44Q: 3 clusters Score -3086242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -3086241.000000 Penalty: 4749.260742
	Iteration 45Q: 3 clusters Score -3086241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3086243.500000 Penalty: 4749.260742
	Iteration 46Q: 3 clusters Score -3086244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3086245.250000 Penalty: 4749.260742
	Iteration 47Q: 3 clusters Score -3086245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3086240.000000 Penalty: 4749.260742
	Iteration 48Q: 3 clusters Score -3086240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3086236.250000 Penalty: 4749.260742
	Iteration 49Q: 3 clusters Score -3086236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3086239.250000 Penalty: 4749.260742
	Iteration 50Q: 3 clusters Score -3086239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3086239.750000 Penalty: 4749.260742
	Iteration 51Q: 3 clusters Score -3086240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3086239.000000 Penalty: 4749.260742
	Iteration 52Q: 3 clusters Score -3086239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -3086238.750000 Penalty: 4749.260742
	Iteration 53Q: 3 clusters Score -3086239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -3086244.250000 Penalty: 4749.260742
	Iteration 54Q: 3 clusters Score -3086244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3086242.750000 Penalty: 4749.260742
	Iteration 55Q: 3 clusters Score -3086243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3086237.250000 Penalty: 4749.260742
	Iteration 56Q: 3 clusters Score -3086237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3086237.250000 Penalty: 4749.260742
	Iteration 57F: 3 clusters Score -3086237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Entering Unmasked Estep 
Score: -403708.906250 Penalty: 1891.751709
	Iteration 0F: 2 clusters Score -403708.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -401059.875000 Penalty: 3783.503418
	Iteration 0F: 3 clusters Score -401059.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -401524.375000 Penalty: 3783.503418
	Iteration 1F: 3 clusters Score -401524.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -401641.812500 Penalty: 3783.503418
	Iteration 2F: 3 clusters Score -401641.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -401725.468750 Penalty: 3783.503418
	Iteration 3Q: 3 clusters Score -401725.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -401795.093750 Penalty: 3783.503418
	Iteration 4Q: 3 clusters Score -401795.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -401852.468750 Penalty: 3783.503418
	Iteration 5Q: 3 clusters Score -401852.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -401904.906250 Penalty: 3783.503418
	Iteration 6Q: 3 clusters Score -401904.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -401953.312500 Penalty: 3783.503418
	Iteration 7Q: 3 clusters Score -401953.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -401986.156250 Penalty: 3783.503418
	Iteration 8Q: 3 clusters Score -401986.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -402013.062500 Penalty: 3783.503418
	Iteration 9Q: 3 clusters Score -402013.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -402051.125000 Penalty: 3783.503418
	Iteration 10Q: 3 clusters Score -402051.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -402084.937500 Penalty: 3783.503418
	Iteration 11Q: 3 clusters Score -402084.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -402108.093750 Penalty: 3783.503418
	Iteration 12Q: 3 clusters Score -402108.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -402130.562500 Penalty: 3783.503418
	Iteration 13Q: 3 clusters Score -402130.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -402151.687500 Penalty: 3783.503418
	Iteration 14Q: 3 clusters Score -402151.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -402165.500000 Penalty: 3783.503418
	Iteration 15Q: 3 clusters Score -402165.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -402177.250000 Penalty: 3783.503418
	Iteration 16Q: 3 clusters Score -402177.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -402183.312500 Penalty: 3783.503418
	Iteration 17Q: 3 clusters Score -402183.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -402192.218750 Penalty: 3783.503418
	Iteration 18Q: 3 clusters Score -402192.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -402202.937500 Penalty: 3783.503418
	Iteration 19Q: 3 clusters Score -402202.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -402213.531250 Penalty: 3783.503418
	Iteration 20F: 3 clusters Score -402213.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -402227.250000 Penalty: 3783.503418
	Iteration 21Q: 3 clusters Score -402227.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -402235.125000 Penalty: 3783.503418
	Iteration 22Q: 3 clusters Score -402235.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -402239.625000 Penalty: 3783.503418
	Iteration 23Q: 3 clusters Score -402239.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -402242.656250 Penalty: 3783.503418
	Iteration 24Q: 3 clusters Score -402242.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -402245.468750 Penalty: 3783.503418
	Iteration 25Q: 3 clusters Score -402245.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -402248.531250 Penalty: 3783.503418
	Iteration 26Q: 3 clusters Score -402248.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -402250.781250 Penalty: 3783.503418
	Iteration 27Q: 3 clusters Score -402250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -402252.125000 Penalty: 3783.503418
	Iteration 28Q: 3 clusters Score -402252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -402253.562500 Penalty: 3783.503418
	Iteration 29Q: 3 clusters Score -402253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -402254.593750 Penalty: 3783.503418
	Iteration 30Q: 3 clusters Score -402254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -402254.500000 Penalty: 3783.503418
	Iteration 31Q: 3 clusters Score -402254.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -402255.375000 Penalty: 3783.503418
	Iteration 32Q: 3 clusters Score -402255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -402255.218750 Penalty: 3783.503418
	Iteration 33Q: 3 clusters Score -402255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -402255.218750 Penalty: 3783.503418
	Iteration 34F: 3 clusters Score -402255.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Entering Unmasked Estep 
Score: -4189875.500000 Penalty: 2456.758301
	Iteration 0F: 2 clusters Score -4189876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -4176269.000000 Penalty: 4913.516602
	Iteration 0F: 3 clusters Score -4176269 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -4180830.000000 Penalty: 4913.516602
	Iteration 1F: 3 clusters Score -4180830 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -4181166.750000 Penalty: 4913.516602
	Iteration 2F: 3 clusters Score -4181167 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4181430.500000 Penalty: 4913.516602
	Iteration 3Q: 3 clusters Score -4181430 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -4181622.250000 Penalty: 4913.516602
	Iteration 4Q: 3 clusters Score -4181622 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4181771.000000 Penalty: 4913.516602
	Iteration 5Q: 3 clusters Score -4181771 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -4181929.000000 Penalty: 4913.516602
	Iteration 6Q: 3 clusters Score -4181929 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -4182085.250000 Penalty: 4913.516602
	Iteration 7Q: 3 clusters Score -4182085 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -4182228.000000 Penalty: 4913.516602
	Iteration 8Q: 3 clusters Score -4182228 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -4182381.500000 Penalty: 4913.516602
	Iteration 9Q: 3 clusters Score -4182382 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -4182560.250000 Penalty: 4913.516602
	Iteration 10Q: 3 clusters Score -4182560 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -4182809.250000 Penalty: 4913.516602
	Iteration 11Q: 3 clusters Score -4182809 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -4183086.500000 Penalty: 4913.516602
	Iteration 12Q: 3 clusters Score -4183086 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4183436.750000 Penalty: 4913.516602
	Iteration 13Q: 3 clusters Score -4183437 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -4183882.000000 Penalty: 4913.516602
	Iteration 14Q: 3 clusters Score -4183882 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -4184442.250000 Penalty: 4913.516602
	Iteration 15Q: 3 clusters Score -4184442 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4185088.000000 Penalty: 4913.516602
	Iteration 16Q: 3 clusters Score -4185088 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4185774.500000 Penalty: 4913.516602
	Iteration 17Q: 3 clusters Score -4185774 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4186387.500000 Penalty: 4913.516602
	Iteration 18Q: 3 clusters Score -4186388 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4186853.750000 Penalty: 4913.516602
	Iteration 19Q: 3 clusters Score -4186854 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4187176.000000 Penalty: 4913.516602
	Iteration 20F: 3 clusters Score -4187176 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4187369.000000 Penalty: 4913.516602
	Iteration 21Q: 3 clusters Score -4187369 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4187492.000000 Penalty: 4913.516602
	Iteration 22Q: 3 clusters Score -4187492 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4187583.000000 Penalty: 4913.516602
	Iteration 23Q: 3 clusters Score -4187583 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4187639.000000 Penalty: 4913.516602
	Iteration 24Q: 3 clusters Score -4187639 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4187678.000000 Penalty: 4913.516602
	Iteration 25Q: 3 clusters Score -4187678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4187697.500000 Penalty: 4913.516602
	Iteration 26Q: 3 clusters Score -4187698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4187711.500000 Penalty: 4913.516602
	Iteration 27Q: 3 clusters Score -4187712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4187713.750000 Penalty: 4913.516602
	Iteration 28Q: 3 clusters Score -4187714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4187720.000000 Penalty: 4913.516602
	Iteration 29Q: 3 clusters Score -4187720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4187731.250000 Penalty: 4913.516602
	Iteration 30Q: 3 clusters Score -4187731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4187734.750000 Penalty: 4913.516602
	Iteration 31Q: 3 clusters Score -4187735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4187744.500000 Penalty: 4913.516602
	Iteration 32Q: 3 clusters Score -4187744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4187742.750000 Penalty: 4913.516602
	Iteration 33Q: 3 clusters Score -4187743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4187753.000000 Penalty: 4913.516602
	Iteration 34Q: 3 clusters Score -4187753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4187763.500000 Penalty: 4913.516602
	Iteration 35Q: 3 clusters Score -4187764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4187765.500000 Penalty: 4913.516602
	Iteration 36Q: 3 clusters Score -4187766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4187766.000000 Penalty: 4913.516602
	Iteration 37Q: 3 clusters Score -4187766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4187765.500000 Penalty: 4913.516602
	Iteration 38Q: 3 clusters Score -4187766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4187765.500000 Penalty: 4913.516602
	Iteration 39F: 3 clusters Score -4187766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -503043.531250 Penalty: 1945.177124
	Iteration 0F: 2 clusters Score -503043.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -500062.593750 Penalty: 3890.354248
	Iteration 0F: 3 clusters Score -500062.6 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -500563.187500 Penalty: 3890.354248
	Iteration 1F: 3 clusters Score -500563.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -500724.125000 Penalty: 3890.354248
	Iteration 2F: 3 clusters Score -500724.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -500844.906250 Penalty: 3890.354248
	Iteration 3F: 3 clusters Score -500844.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -500953.906250 Penalty: 3890.354248
	Iteration 4Q: 3 clusters Score -500953.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -501079.281250 Penalty: 3890.354248
	Iteration 5Q: 3 clusters Score -501079.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -501212.843750 Penalty: 3890.354248
	Iteration 6Q: 3 clusters Score -501212.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -501368.343750 Penalty: 3890.354248
	Iteration 7Q: 3 clusters Score -501368.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -501475.468750 Penalty: 3890.354248
	Iteration 8Q: 3 clusters Score -501475.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -501564.531250 Penalty: 3890.354248
	Iteration 9Q: 3 clusters Score -501564.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -501629.031250 Penalty: 3890.354248
	Iteration 10Q: 3 clusters Score -501629 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -501672.343750 Penalty: 3890.354248
	Iteration 11Q: 3 clusters Score -501672.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -501702.250000 Penalty: 3890.354248
	Iteration 12Q: 3 clusters Score -501702.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -501723.593750 Penalty: 3890.354248
	Iteration 13Q: 3 clusters Score -501723.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -501735.562500 Penalty: 3890.354248
	Iteration 14Q: 3 clusters Score -501735.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -501742.156250 Penalty: 3890.354248
	Iteration 15Q: 3 clusters Score -501742.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -501749.687500 Penalty: 3890.354248
	Iteration 16Q: 3 clusters Score -501749.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -501755.687500 Penalty: 3890.354248
	Iteration 17Q: 3 clusters Score -501755.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -501763.218750 Penalty: 3890.354248
	Iteration 18Q: 3 clusters Score -501763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -501764.531250 Penalty: 3890.354248
	Iteration 19Q: 3 clusters Score -501764.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -501765.937500 Penalty: 3890.354248
	Iteration 20F: 3 clusters Score -501765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -501767.062500 Penalty: 3890.354248
	Iteration 21Q: 3 clusters Score -501767.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -501767.343750 Penalty: 3890.354248
	Iteration 22Q: 3 clusters Score -501767.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -501768.406250 Penalty: 3890.354248
	Iteration 23Q: 3 clusters Score -501768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -501768.375000 Penalty: 3890.354248
	Iteration 24Q: 3 clusters Score -501768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -501767.843750 Penalty: 3890.354248
	Iteration 25Q: 3 clusters Score -501767.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -501768.625000 Penalty: 3890.354248
	Iteration 26Q: 3 clusters Score -501768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -501769.406250 Penalty: 3890.354248
	Iteration 27Q: 3 clusters Score -501769.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -501770.468750 Penalty: 3890.354248
	Iteration 28Q: 3 clusters Score -501770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -501771.593750 Penalty: 3890.354248
	Iteration 29Q: 3 clusters Score -501771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -501771.406250 Penalty: 3890.354248
	Iteration 30Q: 3 clusters Score -501771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -501771.968750 Penalty: 3890.354248
	Iteration 31Q: 3 clusters Score -501772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -501772.156250 Penalty: 3890.354248
	Iteration 32Q: 3 clusters Score -501772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -501772.812500 Penalty: 3890.354248
	Iteration 33Q: 3 clusters Score -501772.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -501774.000000 Penalty: 3890.354248
	Iteration 34Q: 3 clusters Score -501774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -501775.281250 Penalty: 3890.354248
	Iteration 35Q: 3 clusters Score -501775.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -501779.125000 Penalty: 3890.354248
	Iteration 36Q: 3 clusters Score -501779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -501781.375000 Penalty: 3890.354248
	Iteration 37Q: 3 clusters Score -501781.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -501784.343750 Penalty: 3890.354248
	Iteration 38Q: 3 clusters Score -501784.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -501786.968750 Penalty: 3890.354248
	Iteration 39Q: 3 clusters Score -501787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -501787.968750 Penalty: 3890.354248
	Iteration 40F: 3 clusters Score -501788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -501788.250000 Penalty: 3890.354248
	Iteration 41Q: 3 clusters Score -501788.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -501788.875000 Penalty: 3890.354248
	Iteration 42Q: 3 clusters Score -501788.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -501788.875000 Penalty: 3890.354248
	Iteration 43F: 3 clusters Score -501788.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Entering Unmasked Estep 
Score: -1027377.812500 Penalty: 2124.788818
	Iteration 0F: 2 clusters Score -1027378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1022703.500000 Penalty: 4249.577637
	Iteration 0F: 3 clusters Score -1022704 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1023807.937500 Penalty: 4249.577637
	Iteration 1F: 3 clusters Score -1023808 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1023998.750000 Penalty: 4249.577637
	Iteration 2F: 3 clusters Score -1023999 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1024137.750000 Penalty: 4249.577637
	Iteration 3Q: 3 clusters Score -1024138 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1024271.750000 Penalty: 4249.577637
	Iteration 4Q: 3 clusters Score -1024272 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1024420.687500 Penalty: 4249.577637
	Iteration 5Q: 3 clusters Score -1024421 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1024547.187500 Penalty: 4249.577637
	Iteration 6Q: 3 clusters Score -1024547 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1024664.687500 Penalty: 4249.577637
	Iteration 7Q: 3 clusters Score -1024665 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1024775.187500 Penalty: 4249.577637
	Iteration 8Q: 3 clusters Score -1024775 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1024853.625000 Penalty: 4249.577637
	Iteration 9Q: 3 clusters Score -1024854 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1024926.500000 Penalty: 4249.577637
	Iteration 10Q: 3 clusters Score -1024926 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1024998.062500 Penalty: 4249.577637
	Iteration 11Q: 3 clusters Score -1024998 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1025064.937500 Penalty: 4249.577637
	Iteration 12Q: 3 clusters Score -1025065 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1025135.000000 Penalty: 4249.577637
	Iteration 13Q: 3 clusters Score -1025135 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1025205.187500 Penalty: 4249.577637
	Iteration 14Q: 3 clusters Score -1025205 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1025272.687500 Penalty: 4249.577637
	Iteration 15Q: 3 clusters Score -1025273 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1025337.250000 Penalty: 4249.577637
	Iteration 16Q: 3 clusters Score -1025337 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1025394.625000 Penalty: 4249.577637
	Iteration 17Q: 3 clusters Score -1025395 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1025444.187500 Penalty: 4249.577637
	Iteration 18Q: 3 clusters Score -1025444 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1025492.187500 Penalty: 4249.577637
	Iteration 19Q: 3 clusters Score -1025492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1025521.625000 Penalty: 4249.577637
	Iteration 20F: 3 clusters Score -1025522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1025545.250000 Penalty: 4249.577637
	Iteration 21Q: 3 clusters Score -1025545 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1025585.937500 Penalty: 4249.577637
	Iteration 22Q: 3 clusters Score -1025586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1025617.437500 Penalty: 4249.577637
	Iteration 23Q: 3 clusters Score -1025617 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1025646.875000 Penalty: 4249.577637
	Iteration 24Q: 3 clusters Score -1025647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1025666.875000 Penalty: 4249.577637
	Iteration 25Q: 3 clusters Score -1025667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1025693.312500 Penalty: 4249.577637
	Iteration 26Q: 3 clusters Score -1025693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1025709.687500 Penalty: 4249.577637
	Iteration 27Q: 3 clusters Score -1025710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1025729.187500 Penalty: 4249.577637
	Iteration 28Q: 3 clusters Score -1025729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1025746.812500 Penalty: 4249.577637
	Iteration 29Q: 3 clusters Score -1025747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1025771.000000 Penalty: 4249.577637
	Iteration 30Q: 3 clusters Score -1025771 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1025781.000000 Penalty: 4249.577637
	Iteration 31Q: 3 clusters Score -1025781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1025789.562500 Penalty: 4249.577637
	Iteration 32Q: 3 clusters Score -1025790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1025800.062500 Penalty: 4249.577637
	Iteration 33Q: 3 clusters Score -1025800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1025803.687500 Penalty: 4249.577637
	Iteration 34Q: 3 clusters Score -1025804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1025805.437500 Penalty: 4249.577637
	Iteration 35Q: 3 clusters Score -1025805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1025806.187500 Penalty: 4249.577637
	Iteration 36Q: 3 clusters Score -1025806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1025808.687500 Penalty: 4249.577637
	Iteration 37Q: 3 clusters Score -1025809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1025810.500000 Penalty: 4249.577637
	Iteration 38Q: 3 clusters Score -1025810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1025810.750000 Penalty: 4249.577637
	Iteration 39Q: 3 clusters Score -1025811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1025810.437500 Penalty: 4249.577637
	Iteration 40F: 3 clusters Score -1025810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Entering Unmasked Estep 
Score: -2883299.250000 Penalty: 2378.373047
	Iteration 0F: 2 clusters Score -2883299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2872827.500000 Penalty: 4756.746094
	Iteration 0F: 3 clusters Score -2872828 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2876015.000000 Penalty: 4756.746094
	Iteration 1F: 3 clusters Score -2876015 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2876359.000000 Penalty: 4756.746094
	Iteration 2F: 3 clusters Score -2876359 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2876610.250000 Penalty: 4756.746094
	Iteration 3Q: 3 clusters Score -2876610 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2876867.500000 Penalty: 4756.746094
	Iteration 4Q: 3 clusters Score -2876868 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2877111.250000 Penalty: 4756.746094
	Iteration 5Q: 3 clusters Score -2877111 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2877401.500000 Penalty: 4756.746094
	Iteration 6Q: 3 clusters Score -2877402 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2877782.000000 Penalty: 4756.746094
	Iteration 7Q: 3 clusters Score -2877782 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2878196.000000 Penalty: 4756.746094
	Iteration 8Q: 3 clusters Score -2878196 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2878642.250000 Penalty: 4756.746094
	Iteration 9Q: 3 clusters Score -2878642 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2879095.500000 Penalty: 4756.746094
	Iteration 10Q: 3 clusters Score -2879096 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2879504.750000 Penalty: 4756.746094
	Iteration 11Q: 3 clusters Score -2879505 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2879862.000000 Penalty: 4756.746094
	Iteration 12Q: 3 clusters Score -2879862 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2880178.000000 Penalty: 4756.746094
	Iteration 13Q: 3 clusters Score -2880178 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2880389.000000 Penalty: 4756.746094
	Iteration 14Q: 3 clusters Score -2880389 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2880592.750000 Penalty: 4756.746094
	Iteration 15Q: 3 clusters Score -2880593 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2880742.000000 Penalty: 4756.746094
	Iteration 16Q: 3 clusters Score -2880742 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2880854.250000 Penalty: 4756.746094
	Iteration 17Q: 3 clusters Score -2880854 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2880949.250000 Penalty: 4756.746094
	Iteration 18Q: 3 clusters Score -2880949 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2881016.250000 Penalty: 4756.746094
	Iteration 19Q: 3 clusters Score -2881016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2881075.500000 Penalty: 4756.746094
	Iteration 20F: 3 clusters Score -2881076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2881113.250000 Penalty: 4756.746094
	Iteration 21Q: 3 clusters Score -2881113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2881141.750000 Penalty: 4756.746094
	Iteration 22Q: 3 clusters Score -2881142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2881159.000000 Penalty: 4756.746094
	Iteration 23Q: 3 clusters Score -2881159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2881191.250000 Penalty: 4756.746094
	Iteration 24Q: 3 clusters Score -2881191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2881209.750000 Penalty: 4756.746094
	Iteration 25Q: 3 clusters Score -2881210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2881217.750000 Penalty: 4756.746094
	Iteration 26Q: 3 clusters Score -2881218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2881226.500000 Penalty: 4756.746094
	Iteration 27Q: 3 clusters Score -2881226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2881232.250000 Penalty: 4756.746094
	Iteration 28Q: 3 clusters Score -2881232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2881244.250000 Penalty: 4756.746094
	Iteration 29Q: 3 clusters Score -2881244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2881247.750000 Penalty: 4756.746094
	Iteration 30Q: 3 clusters Score -2881248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2881251.500000 Penalty: 4756.746094
	Iteration 31Q: 3 clusters Score -2881252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2881258.500000 Penalty: 4756.746094
	Iteration 32Q: 3 clusters Score -2881258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2881262.000000 Penalty: 4756.746094
	Iteration 33Q: 3 clusters Score -2881262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2881260.000000 Penalty: 4756.746094
	Iteration 34Q: 3 clusters Score -2881260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2881260.000000 Penalty: 4756.746094
	Iteration 35F: 3 clusters Score -2881260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -408478.062500 Penalty: 1913.239990
	Iteration 0F: 2 clusters Score -408478.1 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 1114 members 
Entering Unmasked Estep 
Score: -405775.187500 Penalty: 3826.479980
	Iteration 0F: 3 clusters Score -405775.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -406384.406250 Penalty: 3826.479980
	Iteration 1F: 3 clusters Score -406384.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -406608.312500 Penalty: 3826.479980
	Iteration 2F: 3 clusters Score -406608.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -406807.031250 Penalty: 3826.479980
	Iteration 3F: 3 clusters Score -406807 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -406962.875000 Penalty: 3826.479980
	Iteration 4F: 3 clusters Score -406962.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -407053.187500 Penalty: 3826.479980
	Iteration 5Q: 3 clusters Score -407053.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -407118.062500 Penalty: 3826.479980
	Iteration 6Q: 3 clusters Score -407118.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -407172.187500 Penalty: 3826.479980
	Iteration 7Q: 3 clusters Score -407172.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -407212.875000 Penalty: 3826.479980
	Iteration 8Q: 3 clusters Score -407212.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -407243.875000 Penalty: 3826.479980
	Iteration 9Q: 3 clusters Score -407243.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -407282.250000 Penalty: 3826.479980
	Iteration 10Q: 3 clusters Score -407282.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -407308.031250 Penalty: 3826.479980
	Iteration 11Q: 3 clusters Score -407308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -407317.625000 Penalty: 3826.479980
	Iteration 12Q: 3 clusters Score -407317.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -407320.312500 Penalty: 3826.479980
	Iteration 13Q: 3 clusters Score -407320.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -407324.093750 Penalty: 3826.479980
	Iteration 14Q: 3 clusters Score -407324.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -407327.843750 Penalty: 3826.479980
	Iteration 15Q: 3 clusters Score -407327.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -407331.156250 Penalty: 3826.479980
	Iteration 16Q: 3 clusters Score -407331.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -407334.625000 Penalty: 3826.479980
	Iteration 17Q: 3 clusters Score -407334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -407337.437500 Penalty: 3826.479980
	Iteration 18Q: 3 clusters Score -407337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -407338.468750 Penalty: 3826.479980
	Iteration 19Q: 3 clusters Score -407338.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -407340.906250 Penalty: 3826.479980
	Iteration 20F: 3 clusters Score -407340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -407343.718750 Penalty: 3826.479980
	Iteration 21Q: 3 clusters Score -407343.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -407346.875000 Penalty: 3826.479980
	Iteration 22Q: 3 clusters Score -407346.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -407348.718750 Penalty: 3826.479980
	Iteration 23Q: 3 clusters Score -407348.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -407350.656250 Penalty: 3826.479980
	Iteration 24Q: 3 clusters Score -407350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -407354.218750 Penalty: 3826.479980
	Iteration 25Q: 3 clusters Score -407354.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -407357.093750 Penalty: 3826.479980
	Iteration 26Q: 3 clusters Score -407357.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -407357.437500 Penalty: 3826.479980
	Iteration 27Q: 3 clusters Score -407357.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -407357.437500 Penalty: 3826.479980
	Iteration 28F: 3 clusters Score -407357.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -157617.093750 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -157617.1 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 495 members 
Entering Unmasked Estep 
Score: -155752.562500 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -155752.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -156177.000000 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -156177 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -156349.609375 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -156349.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -156463.390625 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -156463.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -156567.859375 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -156567.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -156736.281250 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -156736.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -156847.156250 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -156847.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -156947.156250 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -156947.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -156985.453125 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -156985.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -157001.046875 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -157001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -157019.484375 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -157019.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -157039.359375 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -157039.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -157053.484375 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -157053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -157063.484375 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -157063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -157070.203125 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -157070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -157071.656250 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -157071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -157076.343750 Penalty: 3404.964355
	Iteration 16Q: 3 clusters Score -157076.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -157082.453125 Penalty: 3404.964355
	Iteration 17Q: 3 clusters Score -157082.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -157086.734375 Penalty: 3404.964355
	Iteration 18Q: 3 clusters Score -157086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -157089.890625 Penalty: 3404.964355
	Iteration 19Q: 3 clusters Score -157089.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -157091.375000 Penalty: 3404.964355
	Iteration 20F: 3 clusters Score -157091.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -134291.968750 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -134292 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 372 members 
Entering Unmasked Estep 
Score: -132601.265625 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -132601.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -132912.750000 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -132912.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -133016.281250 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -133016.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -133084.734375 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -133084.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -133137.609375 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -133137.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -133201.062500 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -133201.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -133277.250000 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -133277.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -133326.875000 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -133326.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -133384.109375 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -133384.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -133445.140625 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -133445.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -133532.843750 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -133532.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -133690.906250 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -133690.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -133754.671875 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -133754.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -133807.062500 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -133807.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -133870.890625 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -133870.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -133912.546875 Penalty: 3276.898682
	Iteration 15Q: 3 clusters Score -133912.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -133951.625000 Penalty: 3276.898682
	Iteration 16Q: 3 clusters Score -133951.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -133981.156250 Penalty: 3276.898682
	Iteration 17Q: 3 clusters Score -133981.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -134004.781250 Penalty: 3276.898682
	Iteration 18Q: 3 clusters Score -134004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -134019.328125 Penalty: 3276.898682
	Iteration 19Q: 3 clusters Score -134019.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -134026.187500 Penalty: 3276.898682
	Iteration 20F: 3 clusters Score -134026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -134042.390625 Penalty: 3276.898682
	Iteration 21Q: 3 clusters Score -134042.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -134050.250000 Penalty: 3276.898682
	Iteration 22Q: 3 clusters Score -134050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -134052.390625 Penalty: 3276.898682
	Iteration 23Q: 3 clusters Score -134052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -134057.000000 Penalty: 3276.898682
	Iteration 24Q: 3 clusters Score -134057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -134058.359375 Penalty: 3276.898682
	Iteration 25Q: 3 clusters Score -134058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -134062.968750 Penalty: 3276.898682
	Iteration 26Q: 3 clusters Score -134063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -134069.796875 Penalty: 3276.898682
	Iteration 27Q: 3 clusters Score -134069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -134071.968750 Penalty: 3276.898682
	Iteration 28Q: 3 clusters Score -134072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -134071.968750 Penalty: 3276.898682
	Iteration 29F: 3 clusters Score -134072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -337812.812500 Penalty: 1881.275635
	Iteration 0F: 2 clusters Score -337812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -335288.093750 Penalty: 3762.551270
	Iteration 0F: 3 clusters Score -335288.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -335942.843750 Penalty: 3762.551270
	Iteration 1F: 3 clusters Score -335942.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -336367.156250 Penalty: 3762.551270
	Iteration 2F: 3 clusters Score -336367.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -336768.312500 Penalty: 3762.551270
	Iteration 3F: 3 clusters Score -336768.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -337135.468750 Penalty: 3762.551270
	Iteration 4F: 3 clusters Score -337135.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -337608.281250 Penalty: 3762.551270
	Iteration 5F: 3 clusters Score -337608.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -338037.562500 Penalty: 3762.551270
	Iteration 6F: 3 clusters Score -338037.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -338184.093750 Penalty: 3762.551270
	Iteration 7Q: 3 clusters Score -338184.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -338228.375000 Penalty: 3762.551270
	Iteration 8Q: 3 clusters Score -338228.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -338255.593750 Penalty: 3762.551270
	Iteration 9Q: 3 clusters Score -338255.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -338266.718750 Penalty: 3762.551270
	Iteration 10Q: 3 clusters Score -338266.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -338274.031250 Penalty: 3762.551270
	Iteration 11Q: 3 clusters Score -338274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -338275.718750 Penalty: 3762.551270
	Iteration 12Q: 3 clusters Score -338275.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -338276.218750 Penalty: 3762.551270
	Iteration 13Q: 3 clusters Score -338276.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -338276.218750 Penalty: 3762.551270
	Iteration 14F: 3 clusters Score -338276.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 19991 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 34719 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8753 members 
Mstep: Class 19 contains 40080 members 
Mstep: Class 20 contains 8226 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 25466 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14402 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 20056 members 
Mstep: Class 33 contains 2549 members 
Mstep: Class 34 contains 5259 members 
Mstep: Class 35 contains 14621 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 7637 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15546 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 39830 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15775 members 
Mstep: Class 53 contains 2393 members 
Mstep: Class 54 contains 39522 members 
Mstep: Class 55 contains 31866 members 
Mstep: Class 56 contains 975 members 
Entering Unmasked Estep 
Score: -84239856.000000 Penalty: 180303.937500
Splitting cluster 39 changes total score from -84240728.000000 to -84239856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (7637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Entering Unmasked Estep 
Score: -1515417.125000 Penalty: 2217.308350
	Iteration 0F: 2 clusters Score -1515417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1509250.375000 Penalty: 4434.616699
	Iteration 0F: 3 clusters Score -1509250 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1510873.000000 Penalty: 4434.616699
	Iteration 1F: 3 clusters Score -1510873 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1511102.125000 Penalty: 4434.616699
	Iteration 2F: 3 clusters Score -1511102 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1511250.875000 Penalty: 4434.616699
	Iteration 3Q: 3 clusters Score -1511251 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1511373.875000 Penalty: 4434.616699
	Iteration 4Q: 3 clusters Score -1511374 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1511469.125000 Penalty: 4434.616699
	Iteration 5Q: 3 clusters Score -1511469 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1511559.750000 Penalty: 4434.616699
	Iteration 6Q: 3 clusters Score -1511560 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1511636.500000 Penalty: 4434.616699
	Iteration 7Q: 3 clusters Score -1511636 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1511743.000000 Penalty: 4434.616699
	Iteration 8Q: 3 clusters Score -1511743 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1511872.750000 Penalty: 4434.616699
	Iteration 9Q: 3 clusters Score -1511873 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1512035.000000 Penalty: 4434.616699
	Iteration 10Q: 3 clusters Score -1512035 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1512242.750000 Penalty: 4434.616699
	Iteration 11Q: 3 clusters Score -1512243 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1512437.125000 Penalty: 4434.616699
	Iteration 12Q: 3 clusters Score -1512437 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1512624.250000 Penalty: 4434.616699
	Iteration 13Q: 3 clusters Score -1512624 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1512793.750000 Penalty: 4434.616699
	Iteration 14Q: 3 clusters Score -1512794 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1512945.000000 Penalty: 4434.616699
	Iteration 15Q: 3 clusters Score -1512945 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1513068.875000 Penalty: 4434.616699
	Iteration 16Q: 3 clusters Score -1513069 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1513158.875000 Penalty: 4434.616699
	Iteration 17Q: 3 clusters Score -1513159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1513217.250000 Penalty: 4434.616699
	Iteration 18Q: 3 clusters Score -1513217 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1513263.125000 Penalty: 4434.616699
	Iteration 19Q: 3 clusters Score -1513263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1513301.625000 Penalty: 4434.616699
	Iteration 20F: 3 clusters Score -1513302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1513346.000000 Penalty: 4434.616699
	Iteration 21Q: 3 clusters Score -1513346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1513372.625000 Penalty: 4434.616699
	Iteration 22Q: 3 clusters Score -1513373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1513380.875000 Penalty: 4434.616699
	Iteration 23Q: 3 clusters Score -1513381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1513393.000000 Penalty: 4434.616699
	Iteration 24Q: 3 clusters Score -1513393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1513408.625000 Penalty: 4434.616699
	Iteration 25Q: 3 clusters Score -1513409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1513417.750000 Penalty: 4434.616699
	Iteration 26Q: 3 clusters Score -1513418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1513426.500000 Penalty: 4434.616699
	Iteration 27Q: 3 clusters Score -1513426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1513427.875000 Penalty: 4434.616699
	Iteration 28Q: 3 clusters Score -1513428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1513436.750000 Penalty: 4434.616699
	Iteration 29Q: 3 clusters Score -1513437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1513439.875000 Penalty: 4434.616699
	Iteration 30Q: 3 clusters Score -1513440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1513442.250000 Penalty: 4434.616699
	Iteration 31Q: 3 clusters Score -1513442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1513449.375000 Penalty: 4434.616699
	Iteration 32Q: 3 clusters Score -1513449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1513454.750000 Penalty: 4434.616699
	Iteration 33Q: 3 clusters Score -1513455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1513456.875000 Penalty: 4434.616699
	Iteration 34Q: 3 clusters Score -1513457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1513456.875000 Penalty: 4434.616699
	Iteration 35F: 3 clusters Score -1513457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -25634.503906 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -25634.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24595.630859 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -24595.63 nChanged 40
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: -24755.023438 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -24755.02 nChanged 9
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: -24837.472656 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -24837.47 nChanged 8
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: -24851.226562 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -24851.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24858.353516 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -24858.35 nChanged 6
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: -24872.501953 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -24872.5 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: -24893.425781 Penalty: 2710.060547
	Iteration 6Q: 3 clusters Score -24893.43 nChanged 5
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: -24903.330078 Penalty: 2710.060547
	Iteration 7Q: 3 clusters Score -24903.33 nChanged 1
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: -24910.931641 Penalty: 2710.060547
	Iteration 8Q: 3 clusters Score -24910.93 nChanged 1
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: -24917.496094 Penalty: 2710.060547
	Iteration 9Q: 3 clusters Score -24917.5 nChanged 0
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: -24917.496094 Penalty: 2710.060547
	Iteration 10F: 3 clusters Score -24917.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -65033.003906 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -65033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -63612.617188 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -63612.62 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -63797.332031 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -63797.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -63886.015625 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -63886.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63923.500000 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -63923.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -63944.359375 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -63944.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -63964.597656 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -63964.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -63997.519531 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -63997.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -64013.222656 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -64013.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -64016.339844 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -64016.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -64016.339844 Penalty: 3032.386475
	Iteration 9F: 3 clusters Score -64016.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Entering Unmasked Estep 
Score: -3331394.000000 Penalty: 2393.586670
	Iteration 0F: 2 clusters Score -3331394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3320790.250000 Penalty: 4787.173340
	Iteration 0F: 3 clusters Score -3320790 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3324360.750000 Penalty: 4787.173340
	Iteration 1F: 3 clusters Score -3324361 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3324808.500000 Penalty: 4787.173340
	Iteration 2F: 3 clusters Score -3324808 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -3325232.750000 Penalty: 4787.173340
	Iteration 3F: 3 clusters Score -3325233 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -3325676.000000 Penalty: 4787.173340
	Iteration 4F: 3 clusters Score -3325676 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -3326185.000000 Penalty: 4787.173340
	Iteration 5F: 3 clusters Score -3326185 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3326762.500000 Penalty: 4787.173340
	Iteration 6F: 3 clusters Score -3326762 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -3327296.000000 Penalty: 4787.173340
	Iteration 7F: 3 clusters Score -3327296 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3327834.000000 Penalty: 4787.173340
	Iteration 8F: 3 clusters Score -3327834 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3328371.750000 Penalty: 4787.173340
	Iteration 9F: 3 clusters Score -3328372 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -3328943.250000 Penalty: 4787.173340
	Iteration 10Q: 3 clusters Score -3328943 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3329499.000000 Penalty: 4787.173340
	Iteration 11Q: 3 clusters Score -3329499 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3329867.500000 Penalty: 4787.173340
	Iteration 12Q: 3 clusters Score -3329868 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3330021.500000 Penalty: 4787.173340
	Iteration 13Q: 3 clusters Score -3330022 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -3330113.750000 Penalty: 4787.173340
	Iteration 14Q: 3 clusters Score -3330114 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -3330145.000000 Penalty: 4787.173340
	Iteration 15Q: 3 clusters Score -3330145 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3330157.000000 Penalty: 4787.173340
	Iteration 16Q: 3 clusters Score -3330157 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3330164.250000 Penalty: 4787.173340
	Iteration 17Q: 3 clusters Score -3330164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3330173.750000 Penalty: 4787.173340
	Iteration 18Q: 3 clusters Score -3330174 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3330179.000000 Penalty: 4787.173340
	Iteration 19Q: 3 clusters Score -3330179 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -3330188.000000 Penalty: 4787.173340
	Iteration 20F: 3 clusters Score -3330188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3330194.000000 Penalty: 4787.173340
	Iteration 21Q: 3 clusters Score -3330194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3330205.500000 Penalty: 4787.173340
	Iteration 22Q: 3 clusters Score -3330206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3330210.250000 Penalty: 4787.173340
	Iteration 23Q: 3 clusters Score -3330210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3330215.750000 Penalty: 4787.173340
	Iteration 24Q: 3 clusters Score -3330216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3330221.500000 Penalty: 4787.173340
	Iteration 25Q: 3 clusters Score -3330222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3330216.000000 Penalty: 4787.173340
	Iteration 26Q: 3 clusters Score -3330216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3330223.500000 Penalty: 4787.173340
	Iteration 27Q: 3 clusters Score -3330224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3330219.500000 Penalty: 4787.173340
	Iteration 28Q: 3 clusters Score -3330220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3330212.000000 Penalty: 4787.173340
	Iteration 29Q: 3 clusters Score -3330212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3330221.000000 Penalty: 4787.173340
	Iteration 30Q: 3 clusters Score -3330221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3330206.250000 Penalty: 4787.173340
	Iteration 31Q: 3 clusters Score -3330206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3330215.250000 Penalty: 4787.173340
	Iteration 32Q: 3 clusters Score -3330215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3330213.250000 Penalty: 4787.173340
	Iteration 33Q: 3 clusters Score -3330213 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3330218.750000 Penalty: 4787.173340
	Iteration 34Q: 3 clusters Score -3330219 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3330230.250000 Penalty: 4787.173340
	Iteration 35Q: 3 clusters Score -3330230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3330229.750000 Penalty: 4787.173340
	Iteration 36Q: 3 clusters Score -3330230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3330224.750000 Penalty: 4787.173340
	Iteration 37Q: 3 clusters Score -3330225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3330214.750000 Penalty: 4787.173340
	Iteration 38Q: 3 clusters Score -3330215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3330215.250000 Penalty: 4787.173340
	Iteration 39Q: 3 clusters Score -3330215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3330219.000000 Penalty: 4787.173340
	Iteration 40F: 3 clusters Score -3330219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3330218.000000 Penalty: 4787.173340
	Iteration 41Q: 3 clusters Score -3330218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3330224.500000 Penalty: 4787.173340
	Iteration 42Q: 3 clusters Score -3330224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3330220.500000 Penalty: 4787.173340
	Iteration 43Q: 3 clusters Score -3330220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -3330226.250000 Penalty: 4787.173340
	Iteration 44Q: 3 clusters Score -3330226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3330231.000000 Penalty: 4787.173340
	Iteration 45Q: 3 clusters Score -3330231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3330228.000000 Penalty: 4787.173340
	Iteration 46Q: 3 clusters Score -3330228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3330230.000000 Penalty: 4787.173340
	Iteration 47Q: 3 clusters Score -3330230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3330226.250000 Penalty: 4787.173340
	Iteration 48Q: 3 clusters Score -3330226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3330223.250000 Penalty: 4787.173340
	Iteration 49Q: 3 clusters Score -3330223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3330231.000000 Penalty: 4787.173340
	Iteration 50Q: 3 clusters Score -3330231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3330227.750000 Penalty: 4787.173340
	Iteration 51Q: 3 clusters Score -3330228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -3330228.250000 Penalty: 4787.173340
	Iteration 52Q: 3 clusters Score -3330228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3330227.500000 Penalty: 4787.173340
	Iteration 53Q: 3 clusters Score -3330228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -3330228.500000 Penalty: 4787.173340
	Iteration 54Q: 3 clusters Score -3330228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3330228.750000 Penalty: 4787.173340
	Iteration 55Q: 3 clusters Score -3330229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3330230.750000 Penalty: 4787.173340
	Iteration 56Q: 3 clusters Score -3330231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3330233.250000 Penalty: 4787.173340
	Iteration 57Q: 3 clusters Score -3330233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -3330231.250000 Penalty: 4787.173340
	Iteration 58Q: 3 clusters Score -3330231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3330228.500000 Penalty: 4787.173340
	Iteration 59Q: 3 clusters Score -3330228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3330230.750000 Penalty: 4787.173340
	Iteration 60F: 3 clusters Score -3330231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3330234.750000 Penalty: 4787.173340
	Iteration 61Q: 3 clusters Score -3330235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3330234.750000 Penalty: 4787.173340
	Iteration 62Q: 3 clusters Score -3330235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3330234.750000 Penalty: 4787.173340
	Iteration 63Q: 3 clusters Score -3330235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3330234.750000 Penalty: 4787.173340
	Iteration 64F: 3 clusters Score -3330235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -168570.109375 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -168570.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -166752.062500 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -166752.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -167107.843750 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -167107.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -167218.828125 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -167218.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -167257.062500 Penalty: 3398.712158
	Iteration 3Q: 3 clusters Score -167257.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -167288.281250 Penalty: 3398.712158
	Iteration 4Q: 3 clusters Score -167288.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -167321.031250 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -167321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -167340.078125 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -167340.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -167359.750000 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -167359.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -167378.406250 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -167378.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -167408.390625 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -167408.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -167418.468750 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -167418.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -167436.531250 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -167436.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -167454.609375 Penalty: 3398.712158
	Iteration 12Q: 3 clusters Score -167454.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -167465.156250 Penalty: 3398.712158
	Iteration 13Q: 3 clusters Score -167465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -167477.296875 Penalty: 3398.712158
	Iteration 14Q: 3 clusters Score -167477.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -167485.156250 Penalty: 3398.712158
	Iteration 15Q: 3 clusters Score -167485.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -167500.609375 Penalty: 3398.712158
	Iteration 16Q: 3 clusters Score -167500.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -167511.750000 Penalty: 3398.712158
	Iteration 17Q: 3 clusters Score -167511.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -167524.031250 Penalty: 3398.712158
	Iteration 18Q: 3 clusters Score -167524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -167525.109375 Penalty: 3398.712158
	Iteration 19Q: 3 clusters Score -167525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -167527.406250 Penalty: 3398.712158
	Iteration 20F: 3 clusters Score -167527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -167529.640625 Penalty: 3398.712158
	Iteration 21Q: 3 clusters Score -167529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -167532.421875 Penalty: 3398.712158
	Iteration 22Q: 3 clusters Score -167532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -167534.250000 Penalty: 3398.712158
	Iteration 23Q: 3 clusters Score -167534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -167534.250000 Penalty: 3398.712158
	Iteration 24F: 3 clusters Score -167534.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38031.203125 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38031.2 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 141 members 
Entering Unmasked Estep 
Score: -36983.210938 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36983.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37143.757812 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37143.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37169.054688 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -37169.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37173.128906 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37173.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37173.128906 Penalty: 2778.651123
	Iteration 4F: 3 clusters Score -37173.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -82879.351562 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -82879.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -81437.601562 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -81437.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -81960.328125 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -81960.33 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82304.273438 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -82304.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82607.179688 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -82607.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82770.367188 Penalty: 3126.099121
	Iteration 4F: 3 clusters Score -82770.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82812.851562 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -82812.85 nChanged 7
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: -82844.875000 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -82844.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82859.070312 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -82859.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82865.656250 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -82865.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82875.500000 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -82875.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82876.398438 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -82876.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82879.585938 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -82879.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82879.585938 Penalty: 3126.099121
	Iteration 12F: 3 clusters Score -82879.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 19991 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 34719 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8753 members 
Mstep: Class 19 contains 40080 members 
Mstep: Class 20 contains 8226 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 25466 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14402 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 20056 members 
Mstep: Class 33 contains 2549 members 
Mstep: Class 34 contains 5259 members 
Mstep: Class 35 contains 14621 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 7637 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15546 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 290 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 39830 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15775 members 
Mstep: Class 53 contains 2393 members 
Mstep: Class 54 contains 39522 members 
Mstep: Class 55 contains 31866 members 
Mstep: Class 56 contains 256 members 
Entering Unmasked Estep 
Score: -84239040.000000 Penalty: 180303.937500
Splitting cluster 46 changes total score from -84240728.000000 to -84239040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -95891.453125 Penalty: 1551.901611
	Iteration 0F: 2 clusters Score -95891.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -94385.304688 Penalty: 3103.803223
	Iteration 0F: 3 clusters Score -94385.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -94565.007812 Penalty: 3103.803223
	Iteration 1F: 3 clusters Score -94565.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94643.648438 Penalty: 3103.803223
	Iteration 2F: 3 clusters Score -94643.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -94695.945312 Penalty: 3103.803223
	Iteration 3Q: 3 clusters Score -94695.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -94734.476562 Penalty: 3103.803223
	Iteration 4Q: 3 clusters Score -94734.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -94750.937500 Penalty: 3103.803223
	Iteration 5Q: 3 clusters Score -94750.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -94774.703125 Penalty: 3103.803223
	Iteration 6Q: 3 clusters Score -94774.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -94802.382812 Penalty: 3103.803223
	Iteration 7Q: 3 clusters Score -94802.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -94818.648438 Penalty: 3103.803223
	Iteration 8Q: 3 clusters Score -94818.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -94830.429688 Penalty: 3103.803223
	Iteration 9Q: 3 clusters Score -94830.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -94844.726562 Penalty: 3103.803223
	Iteration 10Q: 3 clusters Score -94844.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -94848.539062 Penalty: 3103.803223
	Iteration 11Q: 3 clusters Score -94848.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -94849.648438 Penalty: 3103.803223
	Iteration 12Q: 3 clusters Score -94849.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -94852.164062 Penalty: 3103.803223
	Iteration 13Q: 3 clusters Score -94852.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -94858.382812 Penalty: 3103.803223
	Iteration 14Q: 3 clusters Score -94858.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -94861.210938 Penalty: 3103.803223
	Iteration 15Q: 3 clusters Score -94861.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -94861.210938 Penalty: 3103.803223
	Iteration 16F: 3 clusters Score -94861.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Entering Unmasked Estep 
Score: -473541.937500 Penalty: 1934.947876
	Iteration 0F: 2 clusters Score -473541.9 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 1256 members 
Entering Unmasked Estep 
Score: -470626.437500 Penalty: 3869.895752
	Iteration 0F: 3 clusters Score -470626.4 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -471163.718750 Penalty: 3869.895752
	Iteration 1F: 3 clusters Score -471163.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -471312.406250 Penalty: 3869.895752
	Iteration 2F: 3 clusters Score -471312.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -471394.187500 Penalty: 3869.895752
	Iteration 3Q: 3 clusters Score -471394.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -471443.000000 Penalty: 3869.895752
	Iteration 4Q: 3 clusters Score -471443 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -471476.781250 Penalty: 3869.895752
	Iteration 5Q: 3 clusters Score -471476.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -471500.843750 Penalty: 3869.895752
	Iteration 6Q: 3 clusters Score -471500.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -471514.281250 Penalty: 3869.895752
	Iteration 7Q: 3 clusters Score -471514.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -471528.593750 Penalty: 3869.895752
	Iteration 8Q: 3 clusters Score -471528.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -471540.781250 Penalty: 3869.895752
	Iteration 9Q: 3 clusters Score -471540.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -471553.125000 Penalty: 3869.895752
	Iteration 10Q: 3 clusters Score -471553.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -471562.437500 Penalty: 3869.895752
	Iteration 11Q: 3 clusters Score -471562.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -471574.437500 Penalty: 3869.895752
	Iteration 12Q: 3 clusters Score -471574.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -471583.125000 Penalty: 3869.895752
	Iteration 13Q: 3 clusters Score -471583.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -471589.812500 Penalty: 3869.895752
	Iteration 14Q: 3 clusters Score -471589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -471593.468750 Penalty: 3869.895752
	Iteration 15Q: 3 clusters Score -471593.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -471595.937500 Penalty: 3869.895752
	Iteration 16Q: 3 clusters Score -471595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -471601.906250 Penalty: 3869.895752
	Iteration 17Q: 3 clusters Score -471601.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -471606.656250 Penalty: 3869.895752
	Iteration 18Q: 3 clusters Score -471606.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -471611.687500 Penalty: 3869.895752
	Iteration 19Q: 3 clusters Score -471611.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -471614.500000 Penalty: 3869.895752
	Iteration 20F: 3 clusters Score -471614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -471615.812500 Penalty: 3869.895752
	Iteration 21Q: 3 clusters Score -471615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -471617.375000 Penalty: 3869.895752
	Iteration 22Q: 3 clusters Score -471617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -471618.281250 Penalty: 3869.895752
	Iteration 23Q: 3 clusters Score -471618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -471618.437500 Penalty: 3869.895752
	Iteration 24Q: 3 clusters Score -471618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -471618.875000 Penalty: 3869.895752
	Iteration 25Q: 3 clusters Score -471618.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -471621.125000 Penalty: 3869.895752
	Iteration 26Q: 3 clusters Score -471621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -471622.687500 Penalty: 3869.895752
	Iteration 27Q: 3 clusters Score -471622.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -471623.656250 Penalty: 3869.895752
	Iteration 28Q: 3 clusters Score -471623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -471626.718750 Penalty: 3869.895752
	Iteration 29Q: 3 clusters Score -471626.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -471628.281250 Penalty: 3869.895752
	Iteration 30Q: 3 clusters Score -471628.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -471630.406250 Penalty: 3869.895752
	Iteration 31Q: 3 clusters Score -471630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -471632.093750 Penalty: 3869.895752
	Iteration 32Q: 3 clusters Score -471632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -471634.875000 Penalty: 3869.895752
	Iteration 33Q: 3 clusters Score -471634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -471636.875000 Penalty: 3869.895752
	Iteration 34Q: 3 clusters Score -471636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -471637.937500 Penalty: 3869.895752
	Iteration 35Q: 3 clusters Score -471637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -471638.562500 Penalty: 3869.895752
	Iteration 36Q: 3 clusters Score -471638.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -471640.062500 Penalty: 3869.895752
	Iteration 37Q: 3 clusters Score -471640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -471642.125000 Penalty: 3869.895752
	Iteration 38Q: 3 clusters Score -471642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -471644.562500 Penalty: 3869.895752
	Iteration 39Q: 3 clusters Score -471644.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -471646.937500 Penalty: 3869.895752
	Iteration 40F: 3 clusters Score -471646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -471647.718750 Penalty: 3869.895752
	Iteration 41Q: 3 clusters Score -471647.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -471648.531250 Penalty: 3869.895752
	Iteration 42Q: 3 clusters Score -471648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -471649.031250 Penalty: 3869.895752
	Iteration 43Q: 3 clusters Score -471649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -471649.031250 Penalty: 3869.895752
	Iteration 44F: 3 clusters Score -471649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (39830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Entering Unmasked Estep 
Score: -7768604.000000 Penalty: 2626.909180
	Iteration 0F: 2 clusters Score -7768604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -7745088.500000 Penalty: 5253.818359
	Iteration 0F: 3 clusters Score -7745088 nChanged 18263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -7755225.000000 Penalty: 5253.818359
	Iteration 1F: 3 clusters Score -7755225 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -7755650.000000 Penalty: 5253.818359
	Iteration 2Q: 3 clusters Score -7755650 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -7755957.000000 Penalty: 5253.818359
	Iteration 3Q: 3 clusters Score -7755957 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -7756207.000000 Penalty: 5253.818359
	Iteration 4Q: 3 clusters Score -7756207 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -7756469.500000 Penalty: 5253.818359
	Iteration 5Q: 3 clusters Score -7756470 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -7756675.000000 Penalty: 5253.818359
	Iteration 6Q: 3 clusters Score -7756675 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -7756903.000000 Penalty: 5253.818359
	Iteration 7Q: 3 clusters Score -7756903 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -7757151.000000 Penalty: 5253.818359
	Iteration 8Q: 3 clusters Score -7757151 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -7757536.000000 Penalty: 5253.818359
	Iteration 9Q: 3 clusters Score -7757536 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -7757983.000000 Penalty: 5253.818359
	Iteration 10Q: 3 clusters Score -7757983 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -7758662.500000 Penalty: 5253.818359
	Iteration 11Q: 3 clusters Score -7758662 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -7759729.500000 Penalty: 5253.818359
	Iteration 12Q: 3 clusters Score -7759730 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -7760930.000000 Penalty: 5253.818359
	Iteration 13F: 3 clusters Score -7760930 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -7762179.500000 Penalty: 5253.818359
	Iteration 14F: 3 clusters Score -7762180 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -7763312.500000 Penalty: 5253.818359
	Iteration 15Q: 3 clusters Score -7763312 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -7764109.000000 Penalty: 5253.818359
	Iteration 16Q: 3 clusters Score -7764109 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -7764718.500000 Penalty: 5253.818359
	Iteration 17Q: 3 clusters Score -7764718 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -7765117.000000 Penalty: 5253.818359
	Iteration 18Q: 3 clusters Score -7765117 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -7765324.500000 Penalty: 5253.818359
	Iteration 19Q: 3 clusters Score -7765324 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -7765499.000000 Penalty: 5253.818359
	Iteration 20F: 3 clusters Score -7765499 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7765636.500000 Penalty: 5253.818359
	Iteration 21Q: 3 clusters Score -7765636 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -7765790.000000 Penalty: 5253.818359
	Iteration 22Q: 3 clusters Score -7765790 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7765971.500000 Penalty: 5253.818359
	Iteration 23Q: 3 clusters Score -7765972 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7766126.000000 Penalty: 5253.818359
	Iteration 24Q: 3 clusters Score -7766126 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7766214.000000 Penalty: 5253.818359
	Iteration 25Q: 3 clusters Score -7766214 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7766291.500000 Penalty: 5253.818359
	Iteration 26Q: 3 clusters Score -7766292 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7766344.000000 Penalty: 5253.818359
	Iteration 27Q: 3 clusters Score -7766344 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7766381.000000 Penalty: 5253.818359
	Iteration 28Q: 3 clusters Score -7766381 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7766452.500000 Penalty: 5253.818359
	Iteration 29Q: 3 clusters Score -7766452 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7766488.500000 Penalty: 5253.818359
	Iteration 30Q: 3 clusters Score -7766488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7766516.000000 Penalty: 5253.818359
	Iteration 31Q: 3 clusters Score -7766516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7766545.500000 Penalty: 5253.818359
	Iteration 32Q: 3 clusters Score -7766546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7766571.000000 Penalty: 5253.818359
	Iteration 33Q: 3 clusters Score -7766571 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7766586.500000 Penalty: 5253.818359
	Iteration 34Q: 3 clusters Score -7766586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7766607.000000 Penalty: 5253.818359
	Iteration 35Q: 3 clusters Score -7766607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7766612.000000 Penalty: 5253.818359
	Iteration 36Q: 3 clusters Score -7766612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7766614.500000 Penalty: 5253.818359
	Iteration 37Q: 3 clusters Score -7766614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7766612.000000 Penalty: 5253.818359
	Iteration 38Q: 3 clusters Score -7766612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7766636.000000 Penalty: 5253.818359
	Iteration 39Q: 3 clusters Score -7766636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7766643.500000 Penalty: 5253.818359
	Iteration 40F: 3 clusters Score -7766644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7766635.000000 Penalty: 5253.818359
	Iteration 41Q: 3 clusters Score -7766635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7766643.500000 Penalty: 5253.818359
	Iteration 42Q: 3 clusters Score -7766644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7766640.000000 Penalty: 5253.818359
	Iteration 43Q: 3 clusters Score -7766640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7766652.000000 Penalty: 5253.818359
	Iteration 44Q: 3 clusters Score -7766652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7766661.500000 Penalty: 5253.818359
	Iteration 45Q: 3 clusters Score -7766662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7766661.000000 Penalty: 5253.818359
	Iteration 46Q: 3 clusters Score -7766661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7766664.500000 Penalty: 5253.818359
	Iteration 47Q: 3 clusters Score -7766664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7766663.500000 Penalty: 5253.818359
	Iteration 48Q: 3 clusters Score -7766664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7766667.500000 Penalty: 5253.818359
	Iteration 49Q: 3 clusters Score -7766668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7766676.000000 Penalty: 5253.818359
	Iteration 50Q: 3 clusters Score -7766676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7766678.500000 Penalty: 5253.818359
	Iteration 51Q: 3 clusters Score -7766678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7766682.000000 Penalty: 5253.818359
	Iteration 52Q: 3 clusters Score -7766682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7766694.500000 Penalty: 5253.818359
	Iteration 53Q: 3 clusters Score -7766694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7766695.500000 Penalty: 5253.818359
	Iteration 54Q: 3 clusters Score -7766696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7766693.000000 Penalty: 5253.818359
	Iteration 55Q: 3 clusters Score -7766693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7766691.500000 Penalty: 5253.818359
	Iteration 56Q: 3 clusters Score -7766692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7766695.500000 Penalty: 5253.818359
	Iteration 57Q: 3 clusters Score -7766696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7766694.000000 Penalty: 5253.818359
	Iteration 58Q: 3 clusters Score -7766694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7766696.000000 Penalty: 5253.818359
	Iteration 59Q: 3 clusters Score -7766696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7766708.500000 Penalty: 5253.818359
	Iteration 60F: 3 clusters Score -7766708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7766708.500000 Penalty: 5253.818359
	Iteration 61Q: 3 clusters Score -7766708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7766714.500000 Penalty: 5253.818359
	Iteration 62Q: 3 clusters Score -7766714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7766724.500000 Penalty: 5253.818359
	Iteration 63Q: 3 clusters Score -7766724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7766724.000000 Penalty: 5253.818359
	Iteration 64Q: 3 clusters Score -7766724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7766724.500000 Penalty: 5253.818359
	Iteration 65Q: 3 clusters Score -7766724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7766727.500000 Penalty: 5253.818359
	Iteration 66Q: 3 clusters Score -7766728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7766734.500000 Penalty: 5253.818359
	Iteration 67Q: 3 clusters Score -7766734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7766735.000000 Penalty: 5253.818359
	Iteration 68Q: 3 clusters Score -7766735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7766737.000000 Penalty: 5253.818359
	Iteration 69Q: 3 clusters Score -7766737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7766736.000000 Penalty: 5253.818359
	Iteration 70Q: 3 clusters Score -7766736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7766753.500000 Penalty: 5253.818359
	Iteration 71Q: 3 clusters Score -7766754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7766739.500000 Penalty: 5253.818359
	Iteration 72Q: 3 clusters Score -7766740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7766742.000000 Penalty: 5253.818359
	Iteration 73Q: 3 clusters Score -7766742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7766742.000000 Penalty: 5253.818359
	Iteration 74Q: 3 clusters Score -7766742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7766741.000000 Penalty: 5253.818359
	Iteration 75Q: 3 clusters Score -7766741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7766742.000000 Penalty: 5253.818359
	Iteration 76Q: 3 clusters Score -7766742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7766744.000000 Penalty: 5253.818359
	Iteration 77Q: 3 clusters Score -7766744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7766742.000000 Penalty: 5253.818359
	Iteration 78Q: 3 clusters Score -7766742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7766746.500000 Penalty: 5253.818359
	Iteration 79Q: 3 clusters Score -7766746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7766746.500000 Penalty: 5253.818359
	Iteration 80F: 3 clusters Score -7766746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -17186.345703 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -17186.35 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 106 members 
Entering Unmasked Estep 
Score: -16270.043945 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -16270.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16494.158203 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -16494.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16565.576172 Penalty: 2677.488770
	Iteration 2F: 3 clusters Score -16565.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16622.046875 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -16622.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16691.554688 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -16691.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16727.832031 Penalty: 2677.488770
	Iteration 5Q: 3 clusters Score -16727.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16744.539062 Penalty: 2677.488770
	Iteration 6Q: 3 clusters Score -16744.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16752.505859 Penalty: 2677.488770
	Iteration 7Q: 3 clusters Score -16752.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16752.505859 Penalty: 2677.488770
	Iteration 8F: 3 clusters Score -16752.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -129641.765625 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -129641.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -127963.476562 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -127963.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -128332.179688 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -128332.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -128545.093750 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -128545.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -128728.585938 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -128728.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -128812.453125 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -128812.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -128869.664062 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -128869.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -128900.914062 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -128900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -128938.421875 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -128938.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -128957.335938 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -128957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -128978.640625 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -128978.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -128988.601562 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -128988.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -128989.343750 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -128989.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -128989.960938 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -128990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -128990.398438 Penalty: 3292.729736
	Iteration 13F: 3 clusters Score -128990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -128998.054688 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -128998.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -129000.132812 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -129000.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -129000.132812 Penalty: 3292.729736
	Iteration 16F: 3 clusters Score -129000.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (15775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Entering Unmasked Estep 
Score: -3397052.500000 Penalty: 2397.213135
	Iteration 0F: 2 clusters Score -3397052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3386534.250000 Penalty: 4794.426270
	Iteration 0F: 3 clusters Score -3386534 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3390270.000000 Penalty: 4794.426270
	Iteration 1F: 3 clusters Score -3390270 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3390656.250000 Penalty: 4794.426270
	Iteration 2F: 3 clusters Score -3390656 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3390951.250000 Penalty: 4794.426270
	Iteration 3F: 3 clusters Score -3390951 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3391198.500000 Penalty: 4794.426270
	Iteration 4Q: 3 clusters Score -3391198 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -3391427.500000 Penalty: 4794.426270
	Iteration 5Q: 3 clusters Score -3391428 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3391618.250000 Penalty: 4794.426270
	Iteration 6Q: 3 clusters Score -3391618 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3391832.750000 Penalty: 4794.426270
	Iteration 7Q: 3 clusters Score -3391833 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3392022.000000 Penalty: 4794.426270
	Iteration 8Q: 3 clusters Score -3392022 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3392276.250000 Penalty: 4794.426270
	Iteration 9Q: 3 clusters Score -3392276 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3392712.500000 Penalty: 4794.426270
	Iteration 10Q: 3 clusters Score -3392712 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3393124.250000 Penalty: 4794.426270
	Iteration 11Q: 3 clusters Score -3393124 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3393543.000000 Penalty: 4794.426270
	Iteration 12Q: 3 clusters Score -3393543 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3393876.000000 Penalty: 4794.426270
	Iteration 13Q: 3 clusters Score -3393876 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3394131.500000 Penalty: 4794.426270
	Iteration 14Q: 3 clusters Score -3394132 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3394317.500000 Penalty: 4794.426270
	Iteration 15Q: 3 clusters Score -3394318 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3394491.000000 Penalty: 4794.426270
	Iteration 16Q: 3 clusters Score -3394491 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3394586.000000 Penalty: 4794.426270
	Iteration 17Q: 3 clusters Score -3394586 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3394664.750000 Penalty: 4794.426270
	Iteration 18Q: 3 clusters Score -3394665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3394725.750000 Penalty: 4794.426270
	Iteration 19Q: 3 clusters Score -3394726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3394756.500000 Penalty: 4794.426270
	Iteration 20F: 3 clusters Score -3394756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3394771.750000 Penalty: 4794.426270
	Iteration 21Q: 3 clusters Score -3394772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3394785.750000 Penalty: 4794.426270
	Iteration 22Q: 3 clusters Score -3394786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3394809.250000 Penalty: 4794.426270
	Iteration 23Q: 3 clusters Score -3394809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3394814.500000 Penalty: 4794.426270
	Iteration 24Q: 3 clusters Score -3394814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3394831.250000 Penalty: 4794.426270
	Iteration 25Q: 3 clusters Score -3394831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3394845.250000 Penalty: 4794.426270
	Iteration 26Q: 3 clusters Score -3394845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3394860.000000 Penalty: 4794.426270
	Iteration 27Q: 3 clusters Score -3394860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3394864.000000 Penalty: 4794.426270
	Iteration 28Q: 3 clusters Score -3394864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3394872.750000 Penalty: 4794.426270
	Iteration 29Q: 3 clusters Score -3394873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3394881.500000 Penalty: 4794.426270
	Iteration 30Q: 3 clusters Score -3394882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3394891.750000 Penalty: 4794.426270
	Iteration 31Q: 3 clusters Score -3394892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3394899.000000 Penalty: 4794.426270
	Iteration 32Q: 3 clusters Score -3394899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3394904.250000 Penalty: 4794.426270
	Iteration 33Q: 3 clusters Score -3394904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3394911.250000 Penalty: 4794.426270
	Iteration 34Q: 3 clusters Score -3394911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3394915.000000 Penalty: 4794.426270
	Iteration 35Q: 3 clusters Score -3394915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3394924.500000 Penalty: 4794.426270
	Iteration 36Q: 3 clusters Score -3394924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3394927.500000 Penalty: 4794.426270
	Iteration 37Q: 3 clusters Score -3394928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3394925.500000 Penalty: 4794.426270
	Iteration 38Q: 3 clusters Score -3394926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3394929.250000 Penalty: 4794.426270
	Iteration 39Q: 3 clusters Score -3394929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -3394933.250000 Penalty: 4794.426270
	Iteration 40F: 3 clusters Score -3394933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3394944.750000 Penalty: 4794.426270
	Iteration 41Q: 3 clusters Score -3394945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3394946.250000 Penalty: 4794.426270
	Iteration 42Q: 3 clusters Score -3394946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3394951.250000 Penalty: 4794.426270
	Iteration 43Q: 3 clusters Score -3394951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3394952.000000 Penalty: 4794.426270
	Iteration 44Q: 3 clusters Score -3394952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3394956.500000 Penalty: 4794.426270
	Iteration 45Q: 3 clusters Score -3394956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3394959.000000 Penalty: 4794.426270
	Iteration 46Q: 3 clusters Score -3394959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3394961.750000 Penalty: 4794.426270
	Iteration 47Q: 3 clusters Score -3394962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3394961.750000 Penalty: 4794.426270
	Iteration 48F: 3 clusters Score -3394962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -462186.000000 Penalty: 1929.515137
	Iteration 0F: 2 clusters Score -462186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -459344.218750 Penalty: 3859.030273
	Iteration 0F: 3 clusters Score -459344.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -459911.281250 Penalty: 3859.030273
	Iteration 1F: 3 clusters Score -459911.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -460041.187500 Penalty: 3859.030273
	Iteration 2F: 3 clusters Score -460041.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -460117.156250 Penalty: 3859.030273
	Iteration 3Q: 3 clusters Score -460117.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -460172.656250 Penalty: 3859.030273
	Iteration 4Q: 3 clusters Score -460172.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -460201.281250 Penalty: 3859.030273
	Iteration 5Q: 3 clusters Score -460201.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -460224.406250 Penalty: 3859.030273
	Iteration 6Q: 3 clusters Score -460224.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -460250.843750 Penalty: 3859.030273
	Iteration 7Q: 3 clusters Score -460250.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -460264.187500 Penalty: 3859.030273
	Iteration 8Q: 3 clusters Score -460264.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -460274.687500 Penalty: 3859.030273
	Iteration 9Q: 3 clusters Score -460274.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -460284.281250 Penalty: 3859.030273
	Iteration 10Q: 3 clusters Score -460284.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -460292.937500 Penalty: 3859.030273
	Iteration 11Q: 3 clusters Score -460292.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -460303.843750 Penalty: 3859.030273
	Iteration 12Q: 3 clusters Score -460303.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -460313.812500 Penalty: 3859.030273
	Iteration 13Q: 3 clusters Score -460313.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -460323.500000 Penalty: 3859.030273
	Iteration 14Q: 3 clusters Score -460323.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -460328.718750 Penalty: 3859.030273
	Iteration 15Q: 3 clusters Score -460328.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -460334.218750 Penalty: 3859.030273
	Iteration 16Q: 3 clusters Score -460334.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -460340.625000 Penalty: 3859.030273
	Iteration 17Q: 3 clusters Score -460340.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -460343.500000 Penalty: 3859.030273
	Iteration 18Q: 3 clusters Score -460343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -460343.593750 Penalty: 3859.030273
	Iteration 19Q: 3 clusters Score -460343.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -460343.593750 Penalty: 3859.030273
	Iteration 20F: 3 clusters Score -460343.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (39522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Entering Unmasked Estep 
Score: -7744464.500000 Penalty: 2624.983887
	Iteration 0F: 2 clusters Score -7744464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -7722636.000000 Penalty: 5249.967773
	Iteration 0F: 3 clusters Score -7722636 nChanged 18155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -7732578.000000 Penalty: 5249.967773
	Iteration 1F: 3 clusters Score -7732578 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -7733081.000000 Penalty: 5249.967773
	Iteration 2Q: 3 clusters Score -7733081 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -7733479.000000 Penalty: 5249.967773
	Iteration 3Q: 3 clusters Score -7733479 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -7733829.500000 Penalty: 5249.967773
	Iteration 4Q: 3 clusters Score -7733830 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -7734286.500000 Penalty: 5249.967773
	Iteration 5Q: 3 clusters Score -7734286 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -7734847.500000 Penalty: 5249.967773
	Iteration 6Q: 3 clusters Score -7734848 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -7735567.000000 Penalty: 5249.967773
	Iteration 7Q: 3 clusters Score -7735567 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -7736718.500000 Penalty: 5249.967773
	Iteration 8F: 3 clusters Score -7736718 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -7738520.500000 Penalty: 5249.967773
	Iteration 9F: 3 clusters Score -7738520 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -7741244.500000 Penalty: 5249.967773
	Iteration 10F: 3 clusters Score -7741244 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -7743576.000000 Penalty: 5249.967773
	Iteration 11F: 3 clusters Score -7743576 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -7744749.500000 Penalty: 5249.967773
	Iteration 12Q: 3 clusters Score -7744750 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -7745441.500000 Penalty: 5249.967773
	Iteration 13Q: 3 clusters Score -7745442 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -7745896.000000 Penalty: 5249.967773
	Iteration 14Q: 3 clusters Score -7745896 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -7746169.500000 Penalty: 5249.967773
	Iteration 15Q: 3 clusters Score -7746170 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -7746323.000000 Penalty: 5249.967773
	Iteration 16Q: 3 clusters Score -7746323 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -7746457.500000 Penalty: 5249.967773
	Iteration 17Q: 3 clusters Score -7746458 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -7746499.500000 Penalty: 5249.967773
	Iteration 18Q: 3 clusters Score -7746500 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -7746563.500000 Penalty: 5249.967773
	Iteration 19Q: 3 clusters Score -7746564 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -7746574.500000 Penalty: 5249.967773
	Iteration 20F: 3 clusters Score -7746574 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -7746574.500000 Penalty: 5249.967773
	Iteration 21Q: 3 clusters Score -7746574 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -7746579.500000 Penalty: 5249.967773
	Iteration 22Q: 3 clusters Score -7746580 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -7746565.000000 Penalty: 5249.967773
	Iteration 23Q: 3 clusters Score -7746565 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -7746575.000000 Penalty: 5249.967773
	Iteration 24Q: 3 clusters Score -7746575 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -7746564.500000 Penalty: 5249.967773
	Iteration 25Q: 3 clusters Score -7746564 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -7746509.000000 Penalty: 5249.967773
	Iteration 26Q: 3 clusters Score -7746509 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -7746539.000000 Penalty: 5249.967773
	Iteration 27Q: 3 clusters Score -7746539 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -7746512.500000 Penalty: 5249.967773
	Iteration 28Q: 3 clusters Score -7746512 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -7746462.500000 Penalty: 5249.967773
	Iteration 29Q: 3 clusters Score -7746462 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -7746482.500000 Penalty: 5249.967773
	Iteration 30Q: 3 clusters Score -7746482 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -7746484.500000 Penalty: 5249.967773
	Iteration 31Q: 3 clusters Score -7746484 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -7746453.500000 Penalty: 5249.967773
	Iteration 32Q: 3 clusters Score -7746454 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -7746443.500000 Penalty: 5249.967773
	Iteration 33Q: 3 clusters Score -7746444 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -7746397.500000 Penalty: 5249.967773
	Iteration 34Q: 3 clusters Score -7746398 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -7746328.000000 Penalty: 5249.967773
	Iteration 35Q: 3 clusters Score -7746328 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -7746220.500000 Penalty: 5249.967773
	Iteration 36Q: 3 clusters Score -7746220 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -7746202.000000 Penalty: 5249.967773
	Iteration 37Q: 3 clusters Score -7746202 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -7746208.500000 Penalty: 5249.967773
	Iteration 38Q: 3 clusters Score -7746208 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -7746232.500000 Penalty: 5249.967773
	Iteration 39Q: 3 clusters Score -7746232 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -7746190.000000 Penalty: 5249.967773
	Iteration 40F: 3 clusters Score -7746190 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -7746161.500000 Penalty: 5249.967773
	Iteration 41Q: 3 clusters Score -7746162 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -7746132.000000 Penalty: 5249.967773
	Iteration 42Q: 3 clusters Score -7746132 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -7746096.000000 Penalty: 5249.967773
	Iteration 43Q: 3 clusters Score -7746096 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -7746087.500000 Penalty: 5249.967773
	Iteration 44Q: 3 clusters Score -7746088 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -7746081.000000 Penalty: 5249.967773
	Iteration 45Q: 3 clusters Score -7746081 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -7746079.000000 Penalty: 5249.967773
	Iteration 46Q: 3 clusters Score -7746079 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -7746051.000000 Penalty: 5249.967773
	Iteration 47Q: 3 clusters Score -7746051 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -7746021.500000 Penalty: 5249.967773
	Iteration 48Q: 3 clusters Score -7746022 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -7745991.500000 Penalty: 5249.967773
	Iteration 49Q: 3 clusters Score -7745992 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -7746007.500000 Penalty: 5249.967773
	Iteration 50Q: 3 clusters Score -7746008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -7745985.000000 Penalty: 5249.967773
	Iteration 51Q: 3 clusters Score -7745985 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -7745973.000000 Penalty: 5249.967773
	Iteration 52Q: 3 clusters Score -7745973 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -7745966.000000 Penalty: 5249.967773
	Iteration 53Q: 3 clusters Score -7745966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -7745960.500000 Penalty: 5249.967773
	Iteration 54Q: 3 clusters Score -7745960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -7745938.500000 Penalty: 5249.967773
	Iteration 55Q: 3 clusters Score -7745938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -7745923.500000 Penalty: 5249.967773
	Iteration 56Q: 3 clusters Score -7745924 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -7745889.500000 Penalty: 5249.967773
	Iteration 57Q: 3 clusters Score -7745890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -7745889.500000 Penalty: 5249.967773
	Iteration 58Q: 3 clusters Score -7745890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -7745907.500000 Penalty: 5249.967773
	Iteration 59Q: 3 clusters Score -7745908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -7745880.500000 Penalty: 5249.967773
	Iteration 60F: 3 clusters Score -7745880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -7745870.000000 Penalty: 5249.967773
	Iteration 61Q: 3 clusters Score -7745870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -7745853.500000 Penalty: 5249.967773
	Iteration 62Q: 3 clusters Score -7745854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -7745866.500000 Penalty: 5249.967773
	Iteration 63Q: 3 clusters Score -7745866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -7745857.000000 Penalty: 5249.967773
	Iteration 64Q: 3 clusters Score -7745857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -7745845.500000 Penalty: 5249.967773
	Iteration 65Q: 3 clusters Score -7745846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -7745858.000000 Penalty: 5249.967773
	Iteration 66Q: 3 clusters Score -7745858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -7745851.500000 Penalty: 5249.967773
	Iteration 67Q: 3 clusters Score -7745852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -7745847.000000 Penalty: 5249.967773
	Iteration 68Q: 3 clusters Score -7745847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -7745842.000000 Penalty: 5249.967773
	Iteration 69Q: 3 clusters Score -7745842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -7745838.500000 Penalty: 5249.967773
	Iteration 70Q: 3 clusters Score -7745838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -7745833.500000 Penalty: 5249.967773
	Iteration 71Q: 3 clusters Score -7745834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -7745830.500000 Penalty: 5249.967773
	Iteration 72Q: 3 clusters Score -7745830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -7745831.000000 Penalty: 5249.967773
	Iteration 73Q: 3 clusters Score -7745831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -7745836.000000 Penalty: 5249.967773
	Iteration 74Q: 3 clusters Score -7745836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -7745826.000000 Penalty: 5249.967773
	Iteration 75Q: 3 clusters Score -7745826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -7745828.000000 Penalty: 5249.967773
	Iteration 76Q: 3 clusters Score -7745828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -7745825.500000 Penalty: 5249.967773
	Iteration 77Q: 3 clusters Score -7745826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -7745821.500000 Penalty: 5249.967773
	Iteration 78Q: 3 clusters Score -7745822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -7745821.500000 Penalty: 5249.967773
	Iteration 79Q: 3 clusters Score -7745822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -7745822.500000 Penalty: 5249.967773
	Iteration 80F: 3 clusters Score -7745822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -7745821.500000 Penalty: 5249.967773
	Iteration 81Q: 3 clusters Score -7745822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -7745819.000000 Penalty: 5249.967773
	Iteration 82Q: 3 clusters Score -7745819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -7745820.500000 Penalty: 5249.967773
	Iteration 83Q: 3 clusters Score -7745820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -7745816.000000 Penalty: 5249.967773
	Iteration 84Q: 3 clusters Score -7745816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -7745816.000000 Penalty: 5249.967773
	Iteration 85F: 3 clusters Score -7745816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 19991 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 34719 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8753 members 
Mstep: Class 19 contains 40080 members 
Mstep: Class 20 contains 8226 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 25466 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14402 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 20056 members 
Mstep: Class 33 contains 2549 members 
Mstep: Class 34 contains 5259 members 
Mstep: Class 35 contains 14621 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 7637 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15546 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 39830 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15775 members 
Mstep: Class 53 contains 2393 members 
Mstep: Class 54 contains 28515 members 
Mstep: Class 55 contains 31866 members 
Mstep: Class 56 contains 11007 members 
Entering Unmasked Estep 
Score: -84240984.000000 Penalty: 180303.937500
Splitting cluster 54 changes total score from -84240728.000000 to -84240984.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 55 (31866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Entering Unmasked Estep 
Score: -6273556.500000 Penalty: 2571.585205
	Iteration 0F: 2 clusters Score -6273556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -6254187.000000 Penalty: 5143.170410
	Iteration 0F: 3 clusters Score -6254187 nChanged 14454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -6262020.000000 Penalty: 5143.170410
	Iteration 1F: 3 clusters Score -6262020 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -6262524.500000 Penalty: 5143.170410
	Iteration 2Q: 3 clusters Score -6262524 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -6263046.000000 Penalty: 5143.170410
	Iteration 3Q: 3 clusters Score -6263046 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -6263772.500000 Penalty: 5143.170410
	Iteration 4Q: 3 clusters Score -6263772 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -6264501.500000 Penalty: 5143.170410
	Iteration 5F: 3 clusters Score -6264502 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -6265542.000000 Penalty: 5143.170410
	Iteration 6F: 3 clusters Score -6265542 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -6266915.500000 Penalty: 5143.170410
	Iteration 7F: 3 clusters Score -6266916 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -6268589.500000 Penalty: 5143.170410
	Iteration 8F: 3 clusters Score -6268590 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6269703.500000 Penalty: 5143.170410
	Iteration 9F: 3 clusters Score -6269704 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6270352.000000 Penalty: 5143.170410
	Iteration 10Q: 3 clusters Score -6270352 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6270791.500000 Penalty: 5143.170410
	Iteration 11Q: 3 clusters Score -6270792 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6271057.500000 Penalty: 5143.170410
	Iteration 12Q: 3 clusters Score -6271058 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6271183.500000 Penalty: 5143.170410
	Iteration 13Q: 3 clusters Score -6271184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6271262.000000 Penalty: 5143.170410
	Iteration 14Q: 3 clusters Score -6271262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6271290.000000 Penalty: 5143.170410
	Iteration 15Q: 3 clusters Score -6271290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6271316.000000 Penalty: 5143.170410
	Iteration 16Q: 3 clusters Score -6271316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6271348.500000 Penalty: 5143.170410
	Iteration 17Q: 3 clusters Score -6271348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6271357.000000 Penalty: 5143.170410
	Iteration 18Q: 3 clusters Score -6271357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6271374.500000 Penalty: 5143.170410
	Iteration 19Q: 3 clusters Score -6271374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6271378.000000 Penalty: 5143.170410
	Iteration 20F: 3 clusters Score -6271378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6271387.500000 Penalty: 5143.170410
	Iteration 21Q: 3 clusters Score -6271388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6271385.500000 Penalty: 5143.170410
	Iteration 22Q: 3 clusters Score -6271386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6271391.500000 Penalty: 5143.170410
	Iteration 23Q: 3 clusters Score -6271392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6271390.000000 Penalty: 5143.170410
	Iteration 24Q: 3 clusters Score -6271390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6271393.000000 Penalty: 5143.170410
	Iteration 25Q: 3 clusters Score -6271393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6271397.000000 Penalty: 5143.170410
	Iteration 26Q: 3 clusters Score -6271397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6271399.000000 Penalty: 5143.170410
	Iteration 27Q: 3 clusters Score -6271399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6271400.000000 Penalty: 5143.170410
	Iteration 28Q: 3 clusters Score -6271400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6271403.500000 Penalty: 5143.170410
	Iteration 29Q: 3 clusters Score -6271404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6271408.500000 Penalty: 5143.170410
	Iteration 30Q: 3 clusters Score -6271408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6271408.500000 Penalty: 5143.170410
	Iteration 31F: 3 clusters Score -6271408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 19991 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 34719 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8753 members 
Mstep: Class 19 contains 40080 members 
Mstep: Class 20 contains 8226 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 25466 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14402 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 20056 members 
Mstep: Class 33 contains 2549 members 
Mstep: Class 34 contains 5259 members 
Mstep: Class 35 contains 14621 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 7637 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15546 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 39830 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15775 members 
Mstep: Class 53 contains 2393 members 
Mstep: Class 54 contains 28515 members 
Mstep: Class 55 contains 31866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84241432.000000 Penalty: 180303.937500
Iteration 199Q: 57 clusters Score -8.424143e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 20013 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 5037 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5413 members 
Mstep: Class 13 contains 34661 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15207 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8766 members 
Mstep: Class 19 contains 40080 members 
Mstep: Class 20 contains 8240 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 25461 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14395 members 
Mstep: Class 31 contains 2056 members 
Mstep: Class 32 contains 20056 members 
Mstep: Class 33 contains 2545 members 
Mstep: Class 34 contains 5242 members 
Mstep: Class 35 contains 14573 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 7805 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15551 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 39762 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15784 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 28593 members 
Mstep: Class 55 contains 31900 members 
Mstep: Class 56 contains 10862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84241616.000000 Penalty: 180303.937500
Iteration 200F: 57 clusters Score -8.424162e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 20022 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 5035 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5406 members 
Mstep: Class 13 contains 34269 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15210 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8732 members 
Mstep: Class 19 contains 40021 members 
Mstep: Class 20 contains 8227 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4852 members 
Mstep: Class 27 contains 25432 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14384 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 19958 members 
Mstep: Class 33 contains 2537 members 
Mstep: Class 34 contains 5220 members 
Mstep: Class 35 contains 14523 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 7993 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15548 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 39696 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15796 members 
Mstep: Class 53 contains 2395 members 
Mstep: Class 54 contains 28707 members 
Mstep: Class 55 contains 31925 members 
Mstep: Class 56 contains 11312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84241880.000000 Penalty: 180303.937500
Iteration 201Q: 57 clusters Score -8.424188e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 20048 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 5037 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5404 members 
Mstep: Class 13 contains 33915 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15213 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8721 members 
Mstep: Class 19 contains 39997 members 
Mstep: Class 20 contains 8228 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 25377 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14382 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 19918 members 
Mstep: Class 33 contains 2532 members 
Mstep: Class 34 contains 5196 members 
Mstep: Class 35 contains 14474 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 8195 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15544 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 39619 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15809 members 
Mstep: Class 53 contains 2392 members 
Mstep: Class 54 contains 28883 members 
Mstep: Class 55 contains 31917 members 
Mstep: Class 56 contains 11550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84241968.000000 Penalty: 180303.937500
Iteration 202Q: 57 clusters Score -8.424197e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 20063 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5397 members 
Mstep: Class 13 contains 33603 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15209 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8718 members 
Mstep: Class 19 contains 39985 members 
Mstep: Class 20 contains 8230 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 25321 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14377 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 19892 members 
Mstep: Class 33 contains 2531 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 14434 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 8400 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15542 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 39518 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15823 members 
Mstep: Class 53 contains 2389 members 
Mstep: Class 54 contains 29095 members 
Mstep: Class 55 contains 31869 members 
Mstep: Class 56 contains 11755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84242128.000000 Penalty: 180303.937500
Iteration 203Q: 57 clusters Score -8.424213e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 20090 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4017 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 33331 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15209 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8718 members 
Mstep: Class 19 contains 39970 members 
Mstep: Class 20 contains 8234 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 25260 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14377 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 19861 members 
Mstep: Class 33 contains 2529 members 
Mstep: Class 34 contains 5138 members 
Mstep: Class 35 contains 14402 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 8605 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15545 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2445 members 
Mstep: Class 49 contains 39429 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15830 members 
Mstep: Class 53 contains 2387 members 
Mstep: Class 54 contains 29280 members 
Mstep: Class 55 contains 31767 members 
Mstep: Class 56 contains 11968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84242320.000000 Penalty: 180303.937500
Iteration 204Q: 57 clusters Score -8.424232e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 20108 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5393 members 
Mstep: Class 13 contains 33084 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15211 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8723 members 
Mstep: Class 19 contains 39952 members 
Mstep: Class 20 contains 8229 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 25209 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14374 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 19835 members 
Mstep: Class 33 contains 2528 members 
Mstep: Class 34 contains 5102 members 
Mstep: Class 35 contains 14353 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 8832 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15548 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2444 members 
Mstep: Class 49 contains 39304 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15832 members 
Mstep: Class 53 contains 2385 members 
Mstep: Class 54 contains 29502 members 
Mstep: Class 55 contains 31643 members 
Mstep: Class 56 contains 12185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84242624.000000 Penalty: 180303.937500
Iteration 205Q: 57 clusters Score -8.424262e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 20123 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5390 members 
Mstep: Class 13 contains 32842 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15211 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8723 members 
Mstep: Class 19 contains 39939 members 
Mstep: Class 20 contains 8230 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 25168 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14374 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 19821 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 5073 members 
Mstep: Class 35 contains 14302 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 9072 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15549 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2444 members 
Mstep: Class 49 contains 39196 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15838 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 29695 members 
Mstep: Class 55 contains 31495 members 
Mstep: Class 56 contains 12404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84242768.000000 Penalty: 180303.937500
Iteration 206Q: 57 clusters Score -8.424277e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 20129 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5389 members 
Mstep: Class 13 contains 32606 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15210 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 39915 members 
Mstep: Class 20 contains 8229 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 25125 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14370 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 19802 members 
Mstep: Class 33 contains 2527 members 
Mstep: Class 34 contains 5051 members 
Mstep: Class 35 contains 14221 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 9357 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15555 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2443 members 
Mstep: Class 49 contains 39096 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 764 members 
Mstep: Class 52 contains 15849 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 29899 members 
Mstep: Class 55 contains 31340 members 
Mstep: Class 56 contains 12621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84243112.000000 Penalty: 180303.937500
Iteration 207Q: 57 clusters Score -8.424311e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 20108 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 32374 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15211 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8699 members 
Mstep: Class 19 contains 39899 members 
Mstep: Class 20 contains 8226 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 25088 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14366 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 19791 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 5031 members 
Mstep: Class 35 contains 14103 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 9692 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15563 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2443 members 
Mstep: Class 49 contains 38989 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 15855 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 30115 members 
Mstep: Class 55 contains 31183 members 
Mstep: Class 56 contains 12817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84243024.000000 Penalty: 180303.937500
Iteration 208Q: 57 clusters Score -8.424302e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 20069 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 5035 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 32151 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15204 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8681 members 
Mstep: Class 19 contains 39863 members 
Mstep: Class 20 contains 8225 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 25071 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14357 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 19784 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 5019 members 
Mstep: Class 35 contains 13959 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 10048 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15579 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2443 members 
Mstep: Class 49 contains 38869 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 15860 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 30308 members 
Mstep: Class 55 contains 31013 members 
Mstep: Class 56 contains 13061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84243008.000000 Penalty: 180303.937500
Iteration 209Q: 57 clusters Score -8.424301e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 20007 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4012 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 31927 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15200 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8667 members 
Mstep: Class 19 contains 39830 members 
Mstep: Class 20 contains 8226 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 25056 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14342 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 19758 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 5006 members 
Mstep: Class 35 contains 13828 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15588 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2443 members 
Mstep: Class 49 contains 38732 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 15868 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 30515 members 
Mstep: Class 55 contains 30839 members 
Mstep: Class 56 contains 13356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84243400.000000 Penalty: 180303.937500
Iteration 210Q: 57 clusters Score -8.42434e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 19988 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 31755 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 39809 members 
Mstep: Class 20 contains 8215 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 25027 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14337 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 19737 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 4988 members 
Mstep: Class 35 contains 13661 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 10701 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15599 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2443 members 
Mstep: Class 49 contains 38592 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 15866 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 30703 members 
Mstep: Class 55 contains 30657 members 
Mstep: Class 56 contains 13651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84243512.000000 Penalty: 180303.937500
Iteration 211Q: 57 clusters Score -8.424351e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 19967 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5378 members 
Mstep: Class 13 contains 31588 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8639 members 
Mstep: Class 19 contains 39769 members 
Mstep: Class 20 contains 8215 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 25023 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14335 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 19718 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 4971 members 
Mstep: Class 35 contains 13528 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 10960 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15612 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2443 members 
Mstep: Class 49 contains 38476 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 15880 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 30873 members 
Mstep: Class 55 contains 30484 members 
Mstep: Class 56 contains 13924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84243640.000000 Penalty: 180303.937500
Iteration 212Q: 57 clusters Score -8.424364e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 19960 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4007 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5378 members 
Mstep: Class 13 contains 31376 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15176 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8637 members 
Mstep: Class 19 contains 39724 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4852 members 
Mstep: Class 27 contains 25018 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14327 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 19703 members 
Mstep: Class 33 contains 2522 members 
Mstep: Class 34 contains 4944 members 
Mstep: Class 35 contains 13371 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 11219 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15624 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2443 members 
Mstep: Class 49 contains 38381 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 15892 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 31048 members 
Mstep: Class 55 contains 30309 members 
Mstep: Class 56 contains 14225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84243744.000000 Penalty: 180303.937500
Iteration 213Q: 57 clusters Score -8.424374e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 19947 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 31168 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15159 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 8625 members 
Mstep: Class 19 contains 39691 members 
Mstep: Class 20 contains 8215 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 24995 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14326 members 
Mstep: Class 31 contains 2045 members 
Mstep: Class 32 contains 19690 members 
Mstep: Class 33 contains 2519 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 13222 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 11467 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15630 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2442 members 
Mstep: Class 49 contains 38286 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 15910 members 
Mstep: Class 53 contains 2382 members 
Mstep: Class 54 contains 31214 members 
Mstep: Class 55 contains 30152 members 
Mstep: Class 56 contains 14538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84243832.000000 Penalty: 180303.937500
Iteration 214Q: 57 clusters Score -8.424383e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 19945 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4004 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5372 members 
Mstep: Class 13 contains 31014 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15148 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8619 members 
Mstep: Class 19 contains 39651 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 24967 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14326 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 19672 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 4884 members 
Mstep: Class 35 contains 13054 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 11708 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15636 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2441 members 
Mstep: Class 49 contains 38178 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 15919 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 31381 members 
Mstep: Class 55 contains 29967 members 
Mstep: Class 56 contains 14879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84244000.000000 Penalty: 180303.937500
Iteration 215Q: 57 clusters Score -8.4244e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 19984 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4001 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 30893 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15133 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8610 members 
Mstep: Class 19 contains 39622 members 
Mstep: Class 20 contains 8215 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 24912 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14321 members 
Mstep: Class 31 contains 2045 members 
Mstep: Class 32 contains 19657 members 
Mstep: Class 33 contains 2517 members 
Mstep: Class 34 contains 4855 members 
Mstep: Class 35 contains 12891 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 11927 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15627 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2440 members 
Mstep: Class 49 contains 38079 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 15944 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 31543 members 
Mstep: Class 55 contains 29706 members 
Mstep: Class 56 contains 15245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84243904.000000 Penalty: 180303.937500
Iteration 216Q: 57 clusters Score -8.42439e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 20015 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 30752 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15129 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8611 members 
Mstep: Class 19 contains 39595 members 
Mstep: Class 20 contains 8206 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 24841 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14315 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 19651 members 
Mstep: Class 33 contains 2516 members 
Mstep: Class 34 contains 4821 members 
Mstep: Class 35 contains 12709 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12124 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15621 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2439 members 
Mstep: Class 49 contains 37996 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 15957 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 31724 members 
Mstep: Class 55 contains 29456 members 
Mstep: Class 56 contains 15648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84244016.000000 Penalty: 180303.937500
Iteration 217Q: 57 clusters Score -8.424402e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 20035 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 30592 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15126 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8609 members 
Mstep: Class 19 contains 39569 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 24783 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14320 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 19620 members 
Mstep: Class 33 contains 2515 members 
Mstep: Class 34 contains 4799 members 
Mstep: Class 35 contains 12521 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12344 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15620 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2439 members 
Mstep: Class 49 contains 37881 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 15965 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 31926 members 
Mstep: Class 55 contains 29190 members 
Mstep: Class 56 contains 16096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84244272.000000 Penalty: 180303.937500
Iteration 218Q: 57 clusters Score -8.424427e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 20043 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3994 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 30391 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15120 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8609 members 
Mstep: Class 19 contains 39542 members 
Mstep: Class 20 contains 8200 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 24717 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14322 members 
Mstep: Class 31 contains 2045 members 
Mstep: Class 32 contains 19600 members 
Mstep: Class 33 contains 2513 members 
Mstep: Class 34 contains 4768 members 
Mstep: Class 35 contains 12337 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12550 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15620 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2439 members 
Mstep: Class 49 contains 37775 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 15974 members 
Mstep: Class 53 contains 2385 members 
Mstep: Class 54 contains 32144 members 
Mstep: Class 55 contains 28922 members 
Mstep: Class 56 contains 16585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84244488.000000 Penalty: 180303.937500
Iteration 219Q: 57 clusters Score -8.424449e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 20065 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3993 members 
Mstep: Class 5 contains 5041 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 30290 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15120 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8592 members 
Mstep: Class 19 contains 39513 members 
Mstep: Class 20 contains 8200 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 24655 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14309 members 
Mstep: Class 31 contains 2045 members 
Mstep: Class 32 contains 19589 members 
Mstep: Class 33 contains 2504 members 
Mstep: Class 34 contains 4736 members 
Mstep: Class 35 contains 12157 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12731 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15618 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 37655 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 15995 members 
Mstep: Class 53 contains 2386 members 
Mstep: Class 54 contains 32355 members 
Mstep: Class 55 contains 28659 members 
Mstep: Class 56 contains 17022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84244624.000000 Penalty: 180303.937500
Iteration 220F: 57 clusters Score -8.424462e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20054 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3994 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5366 members 
Mstep: Class 13 contains 30202 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15117 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8584 members 
Mstep: Class 19 contains 39493 members 
Mstep: Class 20 contains 8204 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 24579 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14299 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 19580 members 
Mstep: Class 33 contains 2501 members 
Mstep: Class 34 contains 4707 members 
Mstep: Class 35 contains 11934 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12934 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15617 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 37532 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16014 members 
Mstep: Class 53 contains 2388 members 
Mstep: Class 54 contains 32502 members 
Mstep: Class 55 contains 28374 members 
Mstep: Class 56 contains 17560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84244856.000000 Penalty: 180303.937500
Iteration 221Q: 57 clusters Score -8.424486e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 20022 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5366 members 
Mstep: Class 13 contains 30120 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15113 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8566 members 
Mstep: Class 19 contains 39469 members 
Mstep: Class 20 contains 8208 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 24483 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14292 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 19575 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 4676 members 
Mstep: Class 35 contains 11708 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13109 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15611 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 37397 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16030 members 
Mstep: Class 53 contains 2388 members 
Mstep: Class 54 contains 32704 members 
Mstep: Class 55 contains 28152 members 
Mstep: Class 56 contains 18055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84245232.000000 Penalty: 180303.937500
Iteration 222Q: 57 clusters Score -8.424523e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 19983 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 30024 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15114 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8542 members 
Mstep: Class 19 contains 39458 members 
Mstep: Class 20 contains 8208 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 24360 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14281 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 19571 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 11467 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13302 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15604 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2434 members 
Mstep: Class 49 contains 37248 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16047 members 
Mstep: Class 53 contains 2388 members 
Mstep: Class 54 contains 32936 members 
Mstep: Class 55 contains 27923 members 
Mstep: Class 56 contains 18586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84245512.000000 Penalty: 180303.937500
Iteration 223Q: 57 clusters Score -8.424551e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 19914 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3989 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 29952 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15109 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8510 members 
Mstep: Class 19 contains 39438 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4860 members 
Mstep: Class 27 contains 24263 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14263 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 19574 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 4629 members 
Mstep: Class 35 contains 11233 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13453 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15599 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 37055 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16065 members 
Mstep: Class 53 contains 2383 members 
Mstep: Class 54 contains 33214 members 
Mstep: Class 55 contains 27735 members 
Mstep: Class 56 contains 19103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84245672.000000 Penalty: 180303.937500
Iteration 224Q: 57 clusters Score -8.424567e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 19850 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3987 members 
Mstep: Class 5 contains 5047 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 13 contains 29887 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15107 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8484 members 
Mstep: Class 19 contains 39430 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4860 members 
Mstep: Class 27 contains 24154 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14252 members 
Mstep: Class 31 contains 2053 members 
Mstep: Class 32 contains 19554 members 
Mstep: Class 33 contains 2495 members 
Mstep: Class 34 contains 4600 members 
Mstep: Class 35 contains 10967 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13583 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15592 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2432 members 
Mstep: Class 49 contains 36860 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16085 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 33471 members 
Mstep: Class 55 contains 27580 members 
Mstep: Class 56 contains 19651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84245952.000000 Penalty: 180303.937500
Iteration 225Q: 57 clusters Score -8.424595e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 19769 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3985 members 
Mstep: Class 5 contains 5048 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 13 contains 29755 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15115 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8456 members 
Mstep: Class 19 contains 39409 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4860 members 
Mstep: Class 27 contains 24051 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14225 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 19541 members 
Mstep: Class 33 contains 2493 members 
Mstep: Class 34 contains 4576 members 
Mstep: Class 35 contains 10694 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13712 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15592 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 36652 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16118 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 33794 members 
Mstep: Class 55 contains 27432 members 
Mstep: Class 56 contains 20200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246016.000000 Penalty: 180303.937500
Iteration 226Q: 57 clusters Score -8.424602e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 19663 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3983 members 
Mstep: Class 5 contains 5049 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 29514 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15121 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8433 members 
Mstep: Class 19 contains 39376 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4861 members 
Mstep: Class 27 contains 23959 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14209 members 
Mstep: Class 31 contains 2053 members 
Mstep: Class 32 contains 19525 members 
Mstep: Class 33 contains 2494 members 
Mstep: Class 34 contains 4555 members 
Mstep: Class 35 contains 10430 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13836 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15592 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 36477 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16132 members 
Mstep: Class 53 contains 2385 members 
Mstep: Class 54 contains 34143 members 
Mstep: Class 55 contains 27292 members 
Mstep: Class 56 contains 20819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246152.000000 Penalty: 180303.937500
Iteration 227Q: 57 clusters Score -8.424615e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 19524 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3980 members 
Mstep: Class 5 contains 5050 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 13 contains 29160 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15130 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8396 members 
Mstep: Class 19 contains 39374 members 
Mstep: Class 20 contains 8220 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4862 members 
Mstep: Class 27 contains 23864 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14207 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 19521 members 
Mstep: Class 33 contains 2492 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 10187 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13969 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15586 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 36296 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16134 members 
Mstep: Class 53 contains 2385 members 
Mstep: Class 54 contains 34533 members 
Mstep: Class 55 contains 27132 members 
Mstep: Class 56 contains 21531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246248.000000 Penalty: 180303.937500
Iteration 228Q: 57 clusters Score -8.424625e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 19370 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3979 members 
Mstep: Class 5 contains 5052 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5359 members 
Mstep: Class 13 contains 28737 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15133 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8374 members 
Mstep: Class 19 contains 39357 members 
Mstep: Class 20 contains 8221 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4862 members 
Mstep: Class 27 contains 23781 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14192 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 19520 members 
Mstep: Class 33 contains 2486 members 
Mstep: Class 34 contains 4515 members 
Mstep: Class 35 contains 9896 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14156 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15591 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 36073 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16138 members 
Mstep: Class 53 contains 2387 members 
Mstep: Class 54 contains 35020 members 
Mstep: Class 55 contains 26913 members 
Mstep: Class 56 contains 22317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246168.000000 Penalty: 180303.937500
Iteration 229Q: 57 clusters Score -8.424617e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 19230 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3979 members 
Mstep: Class 5 contains 5052 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 28362 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15136 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8348 members 
Mstep: Class 19 contains 39340 members 
Mstep: Class 20 contains 8223 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4862 members 
Mstep: Class 27 contains 23691 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14180 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 19518 members 
Mstep: Class 33 contains 2485 members 
Mstep: Class 34 contains 4482 members 
Mstep: Class 35 contains 9606 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14367 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15590 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2432 members 
Mstep: Class 49 contains 35849 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16142 members 
Mstep: Class 53 contains 2385 members 
Mstep: Class 54 contains 35511 members 
Mstep: Class 55 contains 26564 members 
Mstep: Class 56 contains 23169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246448.000000 Penalty: 180303.937500
Iteration 230Q: 57 clusters Score -8.424645e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 19118 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3978 members 
Mstep: Class 5 contains 5052 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 27885 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15137 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8313 members 
Mstep: Class 19 contains 39326 members 
Mstep: Class 20 contains 8221 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4861 members 
Mstep: Class 27 contains 23615 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14175 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 19499 members 
Mstep: Class 33 contains 2484 members 
Mstep: Class 34 contains 4451 members 
Mstep: Class 35 contains 9280 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14550 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15592 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2432 members 
Mstep: Class 49 contains 35666 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16143 members 
Mstep: Class 53 contains 2388 members 
Mstep: Class 54 contains 36018 members 
Mstep: Class 55 contains 26187 members 
Mstep: Class 56 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246560.000000 Penalty: 180303.937500
Iteration 231Q: 57 clusters Score -8.424656e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 19014 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3977 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 27472 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15141 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8286 members 
Mstep: Class 19 contains 39283 members 
Mstep: Class 20 contains 8225 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4859 members 
Mstep: Class 27 contains 23535 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14173 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 19497 members 
Mstep: Class 33 contains 2476 members 
Mstep: Class 34 contains 4424 members 
Mstep: Class 35 contains 8943 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14660 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15588 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2432 members 
Mstep: Class 49 contains 35536 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16142 members 
Mstep: Class 53 contains 2385 members 
Mstep: Class 54 contains 36548 members 
Mstep: Class 55 contains 25722 members 
Mstep: Class 56 contains 25131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246432.000000 Penalty: 180303.937500
Iteration 232Q: 57 clusters Score -8.424643e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 18926 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3976 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5359 members 
Mstep: Class 13 contains 27314 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15136 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8260 members 
Mstep: Class 19 contains 39256 members 
Mstep: Class 20 contains 8218 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4861 members 
Mstep: Class 27 contains 23476 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14174 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 19536 members 
Mstep: Class 33 contains 2474 members 
Mstep: Class 34 contains 4401 members 
Mstep: Class 35 contains 8593 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14667 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15587 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2432 members 
Mstep: Class 49 contains 35370 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16143 members 
Mstep: Class 53 contains 2375 members 
Mstep: Class 54 contains 37109 members 
Mstep: Class 55 contains 25193 members 
Mstep: Class 56 contains 26011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246448.000000 Penalty: 180303.937500
Iteration 233Q: 57 clusters Score -8.424645e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 18838 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3973 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 27722 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15140 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8263 members 
Mstep: Class 19 contains 39243 members 
Mstep: Class 20 contains 8212 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4860 members 
Mstep: Class 27 contains 23432 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14173 members 
Mstep: Class 31 contains 2042 members 
Mstep: Class 32 contains 19535 members 
Mstep: Class 33 contains 2473 members 
Mstep: Class 34 contains 4382 members 
Mstep: Class 35 contains 8246 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14558 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15588 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2431 members 
Mstep: Class 49 contains 35210 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16155 members 
Mstep: Class 53 contains 2368 members 
Mstep: Class 54 contains 37523 members 
Mstep: Class 55 contains 24631 members 
Mstep: Class 56 contains 26583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84245896.000000 Penalty: 180303.937500
Iteration 234Q: 57 clusters Score -8.42459e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 18768 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3969 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 28390 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15138 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 39226 members 
Mstep: Class 20 contains 8205 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4860 members 
Mstep: Class 27 contains 23378 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14178 members 
Mstep: Class 31 contains 2039 members 
Mstep: Class 32 contains 19535 members 
Mstep: Class 33 contains 2466 members 
Mstep: Class 34 contains 4366 members 
Mstep: Class 35 contains 7925 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14425 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15597 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2431 members 
Mstep: Class 49 contains 35080 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16162 members 
Mstep: Class 53 contains 2371 members 
Mstep: Class 54 contains 37842 members 
Mstep: Class 55 contains 24138 members 
Mstep: Class 56 contains 26889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84245736.000000 Penalty: 180303.937500
Iteration 235Q: 57 clusters Score -8.424574e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 18737 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3964 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5359 members 
Mstep: Class 13 contains 29006 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15141 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8251 members 
Mstep: Class 19 contains 39228 members 
Mstep: Class 20 contains 8208 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4860 members 
Mstep: Class 27 contains 23318 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14175 members 
Mstep: Class 31 contains 2039 members 
Mstep: Class 32 contains 19545 members 
Mstep: Class 33 contains 2458 members 
Mstep: Class 34 contains 4355 members 
Mstep: Class 35 contains 7630 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14294 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15599 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2430 members 
Mstep: Class 49 contains 34952 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16183 members 
Mstep: Class 53 contains 2373 members 
Mstep: Class 54 contains 38127 members 
Mstep: Class 55 contains 23818 members 
Mstep: Class 56 contains 27020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84245000.000000 Penalty: 180303.937500
Iteration 236Q: 57 clusters Score -8.4245e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 18749 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3959 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15145 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8238 members 
Mstep: Class 19 contains 39225 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4859 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14189 members 
Mstep: Class 31 contains 2039 members 
Mstep: Class 32 contains 19535 members 
Mstep: Class 33 contains 2457 members 
Mstep: Class 34 contains 4337 members 
Mstep: Class 35 contains 7354 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 14170 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15599 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2430 members 
Mstep: Class 49 contains 34876 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16189 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 38361 members 
Mstep: Class 55 contains 23670 members 
Mstep: Class 56 contains 27102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84244504.000000 Penalty: 180303.937500
Iteration 237Q: 57 clusters Score -8.42445e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 18776 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3958 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 29906 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15149 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8235 members 
Mstep: Class 19 contains 39219 members 
Mstep: Class 20 contains 8205 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4858 members 
Mstep: Class 27 contains 23181 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14181 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 19530 members 
Mstep: Class 33 contains 2450 members 
Mstep: Class 34 contains 4316 members 
Mstep: Class 35 contains 7108 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13975 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15600 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2429 members 
Mstep: Class 49 contains 34832 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16205 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 38588 members 
Mstep: Class 55 contains 23641 members 
Mstep: Class 56 contains 27132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84244648.000000 Penalty: 180303.937500
Iteration 238Q: 57 clusters Score -8.424465e+07 nChanged 2432
Entering ConstructFrom: 
Score: -84244648.000000 Penalty: 180303.937500
Entering ConstructFrom: 
Trying to split cluster 1 (19024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Entering Unmasked Estep 
Score: -3737338.750000 Penalty: 2443.657227
	Iteration 0F: 2 clusters Score -3737339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3723853.750000 Penalty: 4887.314453
	Iteration 0F: 3 clusters Score -3723854 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3728299.000000 Penalty: 4887.314453
	Iteration 1F: 3 clusters Score -3728299 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3728617.500000 Penalty: 4887.314453
	Iteration 2F: 3 clusters Score -3728618 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3728875.000000 Penalty: 4887.314453
	Iteration 3Q: 3 clusters Score -3728875 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3729064.750000 Penalty: 4887.314453
	Iteration 4Q: 3 clusters Score -3729065 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3729261.000000 Penalty: 4887.314453
	Iteration 5Q: 3 clusters Score -3729261 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3729470.750000 Penalty: 4887.314453
	Iteration 6Q: 3 clusters Score -3729471 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3729726.500000 Penalty: 4887.314453
	Iteration 7Q: 3 clusters Score -3729726 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3730006.500000 Penalty: 4887.314453
	Iteration 8Q: 3 clusters Score -3730006 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -3730296.250000 Penalty: 4887.314453
	Iteration 9Q: 3 clusters Score -3730296 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3730639.500000 Penalty: 4887.314453
	Iteration 10Q: 3 clusters Score -3730640 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3731019.000000 Penalty: 4887.314453
	Iteration 11Q: 3 clusters Score -3731019 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3731439.000000 Penalty: 4887.314453
	Iteration 12Q: 3 clusters Score -3731439 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -3731956.250000 Penalty: 4887.314453
	Iteration 13Q: 3 clusters Score -3731956 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3732493.000000 Penalty: 4887.314453
	Iteration 14Q: 3 clusters Score -3732493 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3732979.750000 Penalty: 4887.314453
	Iteration 15Q: 3 clusters Score -3732980 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3733382.500000 Penalty: 4887.314453
	Iteration 16Q: 3 clusters Score -3733382 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3733716.750000 Penalty: 4887.314453
	Iteration 17Q: 3 clusters Score -3733717 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3733988.500000 Penalty: 4887.314453
	Iteration 18Q: 3 clusters Score -3733988 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3734157.750000 Penalty: 4887.314453
	Iteration 19Q: 3 clusters Score -3734158 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3734287.750000 Penalty: 4887.314453
	Iteration 20F: 3 clusters Score -3734288 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3734410.750000 Penalty: 4887.314453
	Iteration 21Q: 3 clusters Score -3734411 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3734516.250000 Penalty: 4887.314453
	Iteration 22Q: 3 clusters Score -3734516 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3734609.750000 Penalty: 4887.314453
	Iteration 23Q: 3 clusters Score -3734610 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3734687.250000 Penalty: 4887.314453
	Iteration 24Q: 3 clusters Score -3734687 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3734755.500000 Penalty: 4887.314453
	Iteration 25Q: 3 clusters Score -3734756 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3734814.000000 Penalty: 4887.314453
	Iteration 26Q: 3 clusters Score -3734814 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3734875.500000 Penalty: 4887.314453
	Iteration 27Q: 3 clusters Score -3734876 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3734937.750000 Penalty: 4887.314453
	Iteration 28Q: 3 clusters Score -3734938 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3734990.750000 Penalty: 4887.314453
	Iteration 29Q: 3 clusters Score -3734991 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3735024.500000 Penalty: 4887.314453
	Iteration 30Q: 3 clusters Score -3735024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3735065.750000 Penalty: 4887.314453
	Iteration 31Q: 3 clusters Score -3735066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3735107.000000 Penalty: 4887.314453
	Iteration 32Q: 3 clusters Score -3735107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3735122.500000 Penalty: 4887.314453
	Iteration 33Q: 3 clusters Score -3735122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3735144.000000 Penalty: 4887.314453
	Iteration 34Q: 3 clusters Score -3735144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3735160.750000 Penalty: 4887.314453
	Iteration 35Q: 3 clusters Score -3735161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3735176.500000 Penalty: 4887.314453
	Iteration 36Q: 3 clusters Score -3735176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3735194.250000 Penalty: 4887.314453
	Iteration 37Q: 3 clusters Score -3735194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3735200.500000 Penalty: 4887.314453
	Iteration 38Q: 3 clusters Score -3735200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3735218.000000 Penalty: 4887.314453
	Iteration 39Q: 3 clusters Score -3735218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3735218.500000 Penalty: 4887.314453
	Iteration 40F: 3 clusters Score -3735218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3735217.250000 Penalty: 4887.314453
	Iteration 41Q: 3 clusters Score -3735217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3735220.000000 Penalty: 4887.314453
	Iteration 42Q: 3 clusters Score -3735220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3735222.500000 Penalty: 4887.314453
	Iteration 43Q: 3 clusters Score -3735222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3735228.000000 Penalty: 4887.314453
	Iteration 44Q: 3 clusters Score -3735228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3735237.250000 Penalty: 4887.314453
	Iteration 45Q: 3 clusters Score -3735237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3735247.750000 Penalty: 4887.314453
	Iteration 46Q: 3 clusters Score -3735248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3735250.750000 Penalty: 4887.314453
	Iteration 47Q: 3 clusters Score -3735251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3735255.500000 Penalty: 4887.314453
	Iteration 48Q: 3 clusters Score -3735256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3735256.250000 Penalty: 4887.314453
	Iteration 49Q: 3 clusters Score -3735256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3735254.500000 Penalty: 4887.314453
	Iteration 50Q: 3 clusters Score -3735254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3735257.000000 Penalty: 4887.314453
	Iteration 51Q: 3 clusters Score -3735257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3735259.250000 Penalty: 4887.314453
	Iteration 52Q: 3 clusters Score -3735259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3735258.000000 Penalty: 4887.314453
	Iteration 53Q: 3 clusters Score -3735258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3735258.000000 Penalty: 4887.314453
	Iteration 54F: 3 clusters Score -3735258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Entering Unmasked Estep 
Score: -3718252.000000 Penalty: 2441.181152
	Iteration 0F: 2 clusters Score -3718252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3705062.250000 Penalty: 4882.362305
	Iteration 0F: 3 clusters Score -3705062 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3709456.000000 Penalty: 4882.362305
	Iteration 1F: 3 clusters Score -3709456 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -3709824.000000 Penalty: 4882.362305
	Iteration 2F: 3 clusters Score -3709824 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3710136.000000 Penalty: 4882.362305
	Iteration 3Q: 3 clusters Score -3710136 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -3710392.250000 Penalty: 4882.362305
	Iteration 4Q: 3 clusters Score -3710392 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -3710643.500000 Penalty: 4882.362305
	Iteration 5Q: 3 clusters Score -3710644 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3710994.000000 Penalty: 4882.362305
	Iteration 6Q: 3 clusters Score -3710994 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3711454.750000 Penalty: 4882.362305
	Iteration 7Q: 3 clusters Score -3711455 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3712099.000000 Penalty: 4882.362305
	Iteration 8F: 3 clusters Score -3712099 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3712921.000000 Penalty: 4882.362305
	Iteration 9F: 3 clusters Score -3712921 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3713888.000000 Penalty: 4882.362305
	Iteration 10F: 3 clusters Score -3713888 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3714656.250000 Penalty: 4882.362305
	Iteration 11Q: 3 clusters Score -3714656 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3715191.750000 Penalty: 4882.362305
	Iteration 12Q: 3 clusters Score -3715192 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3715549.500000 Penalty: 4882.362305
	Iteration 13Q: 3 clusters Score -3715550 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3715775.250000 Penalty: 4882.362305
	Iteration 14Q: 3 clusters Score -3715775 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3715884.250000 Penalty: 4882.362305
	Iteration 15Q: 3 clusters Score -3715884 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3715951.000000 Penalty: 4882.362305
	Iteration 16Q: 3 clusters Score -3715951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3716009.000000 Penalty: 4882.362305
	Iteration 17Q: 3 clusters Score -3716009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3716034.000000 Penalty: 4882.362305
	Iteration 18Q: 3 clusters Score -3716034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3716049.750000 Penalty: 4882.362305
	Iteration 19Q: 3 clusters Score -3716050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3716059.500000 Penalty: 4882.362305
	Iteration 20F: 3 clusters Score -3716060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3716062.500000 Penalty: 4882.362305
	Iteration 21Q: 3 clusters Score -3716062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3716059.500000 Penalty: 4882.362305
	Iteration 22Q: 3 clusters Score -3716060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3716061.000000 Penalty: 4882.362305
	Iteration 23Q: 3 clusters Score -3716061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3716063.750000 Penalty: 4882.362305
	Iteration 24Q: 3 clusters Score -3716064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3716063.000000 Penalty: 4882.362305
	Iteration 25Q: 3 clusters Score -3716063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3716063.000000 Penalty: 4882.362305
	Iteration 26F: 3 clusters Score -3716063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -220938.906250 Penalty: 1764.261108
	Iteration 0F: 2 clusters Score -220938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -218866.265625 Penalty: 3528.522217
	Iteration 0F: 3 clusters Score -218866.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -219235.781250 Penalty: 3528.522217
	Iteration 1F: 3 clusters Score -219235.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -219344.671875 Penalty: 3528.522217
	Iteration 2F: 3 clusters Score -219344.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -219423.531250 Penalty: 3528.522217
	Iteration 3Q: 3 clusters Score -219423.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -219480.734375 Penalty: 3528.522217
	Iteration 4Q: 3 clusters Score -219480.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -219539.703125 Penalty: 3528.522217
	Iteration 5Q: 3 clusters Score -219539.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -219612.421875 Penalty: 3528.522217
	Iteration 6Q: 3 clusters Score -219612.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -219667.328125 Penalty: 3528.522217
	Iteration 7Q: 3 clusters Score -219667.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -219701.656250 Penalty: 3528.522217
	Iteration 8Q: 3 clusters Score -219701.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -219730.406250 Penalty: 3528.522217
	Iteration 9Q: 3 clusters Score -219730.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -219750.093750 Penalty: 3528.522217
	Iteration 10Q: 3 clusters Score -219750.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -219787.453125 Penalty: 3528.522217
	Iteration 11Q: 3 clusters Score -219787.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -219833.687500 Penalty: 3528.522217
	Iteration 12Q: 3 clusters Score -219833.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -219881.296875 Penalty: 3528.522217
	Iteration 13Q: 3 clusters Score -219881.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -219919.078125 Penalty: 3528.522217
	Iteration 14Q: 3 clusters Score -219919.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -219939.640625 Penalty: 3528.522217
	Iteration 15Q: 3 clusters Score -219939.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -219946.812500 Penalty: 3528.522217
	Iteration 16Q: 3 clusters Score -219946.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -219953.218750 Penalty: 3528.522217
	Iteration 17Q: 3 clusters Score -219953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -219955.515625 Penalty: 3528.522217
	Iteration 18Q: 3 clusters Score -219955.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -219957.734375 Penalty: 3528.522217
	Iteration 19Q: 3 clusters Score -219957.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -219961.468750 Penalty: 3528.522217
	Iteration 20F: 3 clusters Score -219961.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -219964.828125 Penalty: 3528.522217
	Iteration 21Q: 3 clusters Score -219964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -219964.828125 Penalty: 3528.522217
	Iteration 22F: 3 clusters Score -219964.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Entering Unmasked Estep 
Score: -719335.375000 Penalty: 2054.306396
	Iteration 0F: 2 clusters Score -719335.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -715471.312500 Penalty: 4108.612793
	Iteration 0F: 3 clusters Score -715471.3 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -716636.750000 Penalty: 4108.612793
	Iteration 1F: 3 clusters Score -716636.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -717137.437500 Penalty: 4108.612793
	Iteration 2F: 3 clusters Score -717137.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -717551.375000 Penalty: 4108.612793
	Iteration 3F: 3 clusters Score -717551.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -717885.812500 Penalty: 4108.612793
	Iteration 4F: 3 clusters Score -717885.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -718118.750000 Penalty: 4108.612793
	Iteration 5F: 3 clusters Score -718118.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -718296.062500 Penalty: 4108.612793
	Iteration 6Q: 3 clusters Score -718296.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -718447.500000 Penalty: 4108.612793
	Iteration 7Q: 3 clusters Score -718447.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -718527.937500 Penalty: 4108.612793
	Iteration 8Q: 3 clusters Score -718527.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -718575.437500 Penalty: 4108.612793
	Iteration 9Q: 3 clusters Score -718575.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -718614.312500 Penalty: 4108.612793
	Iteration 10Q: 3 clusters Score -718614.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -718646.437500 Penalty: 4108.612793
	Iteration 11Q: 3 clusters Score -718646.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -718670.687500 Penalty: 4108.612793
	Iteration 12Q: 3 clusters Score -718670.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -718684.875000 Penalty: 4108.612793
	Iteration 13Q: 3 clusters Score -718684.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -718695.062500 Penalty: 4108.612793
	Iteration 14Q: 3 clusters Score -718695.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -718698.937500 Penalty: 4108.612793
	Iteration 15Q: 3 clusters Score -718698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -718705.125000 Penalty: 4108.612793
	Iteration 16Q: 3 clusters Score -718705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -718706.125000 Penalty: 4108.612793
	Iteration 17Q: 3 clusters Score -718706.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -718707.000000 Penalty: 4108.612793
	Iteration 18Q: 3 clusters Score -718707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -718707.937500 Penalty: 4108.612793
	Iteration 19Q: 3 clusters Score -718707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -718707.937500 Penalty: 4108.612793
	Iteration 20F: 3 clusters Score -718707.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Entering Unmasked Estep 
Score: -987306.250000 Penalty: 2114.878906
	Iteration 0F: 2 clusters Score -987306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -982731.625000 Penalty: 4229.757812
	Iteration 0F: 3 clusters Score -982731.6 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -983790.687500 Penalty: 4229.757812
	Iteration 1F: 3 clusters Score -983790.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -984024.500000 Penalty: 4229.757812
	Iteration 2F: 3 clusters Score -984024.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -984214.437500 Penalty: 4229.757812
	Iteration 3F: 3 clusters Score -984214.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -984385.000000 Penalty: 4229.757812
	Iteration 4Q: 3 clusters Score -984385 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -984568.062500 Penalty: 4229.757812
	Iteration 5Q: 3 clusters Score -984568.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -984756.000000 Penalty: 4229.757812
	Iteration 6Q: 3 clusters Score -984756 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -984957.062500 Penalty: 4229.757812
	Iteration 7F: 3 clusters Score -984957.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -985179.000000 Penalty: 4229.757812
	Iteration 8F: 3 clusters Score -985179 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -985421.500000 Penalty: 4229.757812
	Iteration 9F: 3 clusters Score -985421.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -985680.250000 Penalty: 4229.757812
	Iteration 10Q: 3 clusters Score -985680.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -985974.250000 Penalty: 4229.757812
	Iteration 11Q: 3 clusters Score -985974.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -986293.625000 Penalty: 4229.757812
	Iteration 12Q: 3 clusters Score -986293.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -986516.875000 Penalty: 4229.757812
	Iteration 13Q: 3 clusters Score -986516.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -986630.187500 Penalty: 4229.757812
	Iteration 14Q: 3 clusters Score -986630.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -986712.875000 Penalty: 4229.757812
	Iteration 15Q: 3 clusters Score -986712.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -986773.625000 Penalty: 4229.757812
	Iteration 16Q: 3 clusters Score -986773.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -986814.187500 Penalty: 4229.757812
	Iteration 17Q: 3 clusters Score -986814.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -986840.062500 Penalty: 4229.757812
	Iteration 18Q: 3 clusters Score -986840.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -986852.625000 Penalty: 4229.757812
	Iteration 19Q: 3 clusters Score -986852.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -986858.375000 Penalty: 4229.757812
	Iteration 20F: 3 clusters Score -986858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -986860.812500 Penalty: 4229.757812
	Iteration 21Q: 3 clusters Score -986860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -986864.312500 Penalty: 4229.757812
	Iteration 22Q: 3 clusters Score -986864.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -986864.937500 Penalty: 4229.757812
	Iteration 23Q: 3 clusters Score -986864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -986865.500000 Penalty: 4229.757812
	Iteration 24Q: 3 clusters Score -986865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -986867.375000 Penalty: 4229.757812
	Iteration 25Q: 3 clusters Score -986867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -986870.312500 Penalty: 4229.757812
	Iteration 26Q: 3 clusters Score -986870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -986868.375000 Penalty: 4229.757812
	Iteration 27Q: 3 clusters Score -986868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -986871.687500 Penalty: 4229.757812
	Iteration 28Q: 3 clusters Score -986871.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -986871.687500 Penalty: 4229.757812
	Iteration 29F: 3 clusters Score -986871.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -124997.179688 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -124997.2 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 424 members 
Entering Unmasked Estep 
Score: -123339.632812 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -123339.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -123750.367188 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -123750.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -123912.015625 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -123912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -124046.367188 Penalty: 3302.373535
	Iteration 3F: 3 clusters Score -124046.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -124112.898438 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -124112.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -124168.039062 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -124168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -124228.562500 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -124228.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -124267.578125 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -124267.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -124309.296875 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -124309.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -124350.757812 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -124350.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -124403.921875 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -124403.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -124434.007812 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -124434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -124471.203125 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -124471.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -124543.187500 Penalty: 3302.373535
	Iteration 13Q: 3 clusters Score -124543.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -124571.375000 Penalty: 3302.373535
	Iteration 14Q: 3 clusters Score -124571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -124575.687500 Penalty: 3302.373535
	Iteration 15Q: 3 clusters Score -124575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -124577.492188 Penalty: 3302.373535
	Iteration 16Q: 3 clusters Score -124577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -124578.820312 Penalty: 3302.373535
	Iteration 17Q: 3 clusters Score -124578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -124578.820312 Penalty: 3302.373535
	Iteration 18F: 3 clusters Score -124578.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -68105.507812 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -68105.51 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 208 members 
Entering Unmasked Estep 
Score: -66716.960938 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -66716.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -66885.445312 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -66885.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -66915.414062 Penalty: 2961.745850
	Iteration 2Q: 3 clusters Score -66915.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -66932.281250 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -66932.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -66946.726562 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -66946.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -66965.101562 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -66965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -66974.148438 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -66974.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -66985.703125 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -66985.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66998.296875 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -66998.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67010.664062 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -67010.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67015.929688 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -67015.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -67019.695312 Penalty: 2961.745850
	Iteration 11Q: 3 clusters Score -67019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67030.570312 Penalty: 2961.745850
	Iteration 12Q: 3 clusters Score -67030.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -67037.445312 Penalty: 2961.745850
	Iteration 13Q: 3 clusters Score -67037.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -67039.523438 Penalty: 2961.745850
	Iteration 14Q: 3 clusters Score -67039.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67041.140625 Penalty: 2961.745850
	Iteration 15Q: 3 clusters Score -67041.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67041.140625 Penalty: 2961.745850
	Iteration 16F: 3 clusters Score -67041.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -42439.226562 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -42439.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41349.023438 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -41349.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41522.457031 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -41522.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41570.195312 Penalty: 2824.091309
	Iteration 2Q: 3 clusters Score -41570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41626.132812 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -41626.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41660.937500 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -41660.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41694.785156 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -41694.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41702.507812 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -41702.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41733.539062 Penalty: 2824.091309
	Iteration 7Q: 3 clusters Score -41733.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41740.628906 Penalty: 2824.091309
	Iteration 8Q: 3 clusters Score -41740.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41750.773438 Penalty: 2824.091309
	Iteration 9Q: 3 clusters Score -41750.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41756.675781 Penalty: 2824.091309
	Iteration 10Q: 3 clusters Score -41756.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41758.695312 Penalty: 2824.091309
	Iteration 11Q: 3 clusters Score -41758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41775.351562 Penalty: 2824.091309
	Iteration 12Q: 3 clusters Score -41775.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41783.464844 Penalty: 2824.091309
	Iteration 13Q: 3 clusters Score -41783.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41792.300781 Penalty: 2824.091309
	Iteration 14F: 3 clusters Score -41792.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41861.226562 Penalty: 2824.091309
	Iteration 15Q: 3 clusters Score -41861.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41877.632812 Penalty: 2824.091309
	Iteration 16Q: 3 clusters Score -41877.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41899.269531 Penalty: 2824.091309
	Iteration 17Q: 3 clusters Score -41899.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41920.277344 Penalty: 2824.091309
	Iteration 18Q: 3 clusters Score -41920.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41921.585938 Penalty: 2824.091309
	Iteration 19Q: 3 clusters Score -41921.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41921.585938 Penalty: 2824.091309
	Iteration 20F: 3 clusters Score -41921.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -312010.406250 Penalty: 1859.169800
	Iteration 0F: 2 clusters Score -312010.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -309571.625000 Penalty: 3718.339600
	Iteration 0F: 3 clusters Score -309571.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -310060.937500 Penalty: 3718.339600
	Iteration 1F: 3 clusters Score -310060.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -310235.843750 Penalty: 3718.339600
	Iteration 2F: 3 clusters Score -310235.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -310356.562500 Penalty: 3718.339600
	Iteration 3F: 3 clusters Score -310356.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -310456.781250 Penalty: 3718.339600
	Iteration 4Q: 3 clusters Score -310456.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -310577.625000 Penalty: 3718.339600
	Iteration 5Q: 3 clusters Score -310577.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -310698.468750 Penalty: 3718.339600
	Iteration 6Q: 3 clusters Score -310698.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -310782.781250 Penalty: 3718.339600
	Iteration 7Q: 3 clusters Score -310782.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -310829.125000 Penalty: 3718.339600
	Iteration 8Q: 3 clusters Score -310829.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -310865.937500 Penalty: 3718.339600
	Iteration 9Q: 3 clusters Score -310865.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -310900.937500 Penalty: 3718.339600
	Iteration 10Q: 3 clusters Score -310900.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -310940.281250 Penalty: 3718.339600
	Iteration 11Q: 3 clusters Score -310940.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -310986.625000 Penalty: 3718.339600
	Iteration 12Q: 3 clusters Score -310986.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -311030.218750 Penalty: 3718.339600
	Iteration 13Q: 3 clusters Score -311030.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -311090.468750 Penalty: 3718.339600
	Iteration 14Q: 3 clusters Score -311090.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -311161.125000 Penalty: 3718.339600
	Iteration 15Q: 3 clusters Score -311161.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -311202.281250 Penalty: 3718.339600
	Iteration 16Q: 3 clusters Score -311202.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -311230.968750 Penalty: 3718.339600
	Iteration 17Q: 3 clusters Score -311231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -311254.531250 Penalty: 3718.339600
	Iteration 18Q: 3 clusters Score -311254.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -311275.906250 Penalty: 3718.339600
	Iteration 19Q: 3 clusters Score -311275.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -311297.500000 Penalty: 3718.339600
	Iteration 20F: 3 clusters Score -311297.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -311311.625000 Penalty: 3718.339600
	Iteration 21Q: 3 clusters Score -311311.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -311322.468750 Penalty: 3718.339600
	Iteration 22Q: 3 clusters Score -311322.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -311329.531250 Penalty: 3718.339600
	Iteration 23Q: 3 clusters Score -311329.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -311339.750000 Penalty: 3718.339600
	Iteration 24Q: 3 clusters Score -311339.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -311346.000000 Penalty: 3718.339600
	Iteration 25Q: 3 clusters Score -311346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -311352.750000 Penalty: 3718.339600
	Iteration 26Q: 3 clusters Score -311352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -311354.968750 Penalty: 3718.339600
	Iteration 27Q: 3 clusters Score -311355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -311356.812500 Penalty: 3718.339600
	Iteration 28Q: 3 clusters Score -311356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -311357.187500 Penalty: 3718.339600
	Iteration 29Q: 3 clusters Score -311357.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -311357.187500 Penalty: 3718.339600
	Iteration 30F: 3 clusters Score -311357.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -131894.421875 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -131894.4 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: -130218.671875 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -130218.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -130668.398438 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -130668.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -130996.312500 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -130996.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -131128.718750 Penalty: 3279.572266
	Iteration 3F: 3 clusters Score -131128.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -131232.406250 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -131232.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -131279.296875 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -131279.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -131298.250000 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -131298.2 nChanged 6
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: -131310.687500 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -131310.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -131335.718750 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -131335.7 nChanged 4
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: -131349.078125 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -131349.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -131352.187500 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -131352.2 nChanged 3
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: -131359.593750 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -131359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -131361.890625 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -131361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -131363.781250 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -131363.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -131365.250000 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -131365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -131366.437500 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -131366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -131368.671875 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -131368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -131370.015625 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -131370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -131370.937500 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -131370.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -131372.109375 Penalty: 3279.572266
	Iteration 19Q: 3 clusters Score -131372.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -131372.656250 Penalty: 3279.572266
	Iteration 20F: 3 clusters Score -131372.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Entering Unmasked Estep 
Score: -1086577.750000 Penalty: 2141.429932
	Iteration 0F: 2 clusters Score -1086578 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 2779 members 
Entering Unmasked Estep 
Score: -1081694.250000 Penalty: 4282.859863
	Iteration 0F: 3 clusters Score -1081694 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1082906.750000 Penalty: 4282.859863
	Iteration 1F: 3 clusters Score -1082907 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1083135.625000 Penalty: 4282.859863
	Iteration 2F: 3 clusters Score -1083136 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1083281.875000 Penalty: 4282.859863
	Iteration 3Q: 3 clusters Score -1083282 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1083399.375000 Penalty: 4282.859863
	Iteration 4Q: 3 clusters Score -1083399 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1083503.125000 Penalty: 4282.859863
	Iteration 5Q: 3 clusters Score -1083503 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1083613.250000 Penalty: 4282.859863
	Iteration 6Q: 3 clusters Score -1083613 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1083738.000000 Penalty: 4282.859863
	Iteration 7Q: 3 clusters Score -1083738 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1083858.375000 Penalty: 4282.859863
	Iteration 8Q: 3 clusters Score -1083858 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1083976.250000 Penalty: 4282.859863
	Iteration 9Q: 3 clusters Score -1083976 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1084102.125000 Penalty: 4282.859863
	Iteration 10Q: 3 clusters Score -1084102 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1084228.500000 Penalty: 4282.859863
	Iteration 11Q: 3 clusters Score -1084228 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1084347.250000 Penalty: 4282.859863
	Iteration 12Q: 3 clusters Score -1084347 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1084474.500000 Penalty: 4282.859863
	Iteration 13Q: 3 clusters Score -1084474 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1084571.125000 Penalty: 4282.859863
	Iteration 14Q: 3 clusters Score -1084571 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1084666.875000 Penalty: 4282.859863
	Iteration 15Q: 3 clusters Score -1084667 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1084743.250000 Penalty: 4282.859863
	Iteration 16Q: 3 clusters Score -1084743 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1084798.750000 Penalty: 4282.859863
	Iteration 17Q: 3 clusters Score -1084799 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1084846.125000 Penalty: 4282.859863
	Iteration 18Q: 3 clusters Score -1084846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1084891.000000 Penalty: 4282.859863
	Iteration 19Q: 3 clusters Score -1084891 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1084921.375000 Penalty: 4282.859863
	Iteration 20F: 3 clusters Score -1084921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1084947.250000 Penalty: 4282.859863
	Iteration 21Q: 3 clusters Score -1084947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1084968.625000 Penalty: 4282.859863
	Iteration 22Q: 3 clusters Score -1084969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1084985.125000 Penalty: 4282.859863
	Iteration 23Q: 3 clusters Score -1084985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1085010.250000 Penalty: 4282.859863
	Iteration 24Q: 3 clusters Score -1085010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1085030.250000 Penalty: 4282.859863
	Iteration 25Q: 3 clusters Score -1085030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1085038.375000 Penalty: 4282.859863
	Iteration 26Q: 3 clusters Score -1085038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1085046.500000 Penalty: 4282.859863
	Iteration 27Q: 3 clusters Score -1085046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1085053.750000 Penalty: 4282.859863
	Iteration 28Q: 3 clusters Score -1085054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1085059.250000 Penalty: 4282.859863
	Iteration 29Q: 3 clusters Score -1085059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1085065.000000 Penalty: 4282.859863
	Iteration 30Q: 3 clusters Score -1085065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1085071.750000 Penalty: 4282.859863
	Iteration 31Q: 3 clusters Score -1085072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1085076.250000 Penalty: 4282.859863
	Iteration 32Q: 3 clusters Score -1085076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1085078.875000 Penalty: 4282.859863
	Iteration 33Q: 3 clusters Score -1085079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1085081.875000 Penalty: 4282.859863
	Iteration 34Q: 3 clusters Score -1085082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1085084.500000 Penalty: 4282.859863
	Iteration 35Q: 3 clusters Score -1085084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1085083.875000 Penalty: 4282.859863
	Iteration 36Q: 3 clusters Score -1085084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1085084.375000 Penalty: 4282.859863
	Iteration 37Q: 3 clusters Score -1085084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1085087.375000 Penalty: 4282.859863
	Iteration 38Q: 3 clusters Score -1085087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1085089.875000 Penalty: 4282.859863
	Iteration 39Q: 3 clusters Score -1085090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1085089.500000 Penalty: 4282.859863
	Iteration 40F: 3 clusters Score -1085090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1085089.000000 Penalty: 4282.859863
	Iteration 41Q: 3 clusters Score -1085089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1085089.250000 Penalty: 4282.859863
	Iteration 42Q: 3 clusters Score -1085089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1085089.500000 Penalty: 4282.859863
	Iteration 43Q: 3 clusters Score -1085090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1085089.500000 Penalty: 4282.859863
	Iteration 44F: 3 clusters Score -1085090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -1090051.375000 Penalty: 2129.737549
	Iteration 0F: 2 clusters Score -1090051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1085319.375000 Penalty: 4259.475098
	Iteration 0F: 3 clusters Score -1085319 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1086451.375000 Penalty: 4259.475098
	Iteration 1F: 3 clusters Score -1086451 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1086670.125000 Penalty: 4259.475098
	Iteration 2F: 3 clusters Score -1086670 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1086809.125000 Penalty: 4259.475098
	Iteration 3Q: 3 clusters Score -1086809 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1086905.625000 Penalty: 4259.475098
	Iteration 4Q: 3 clusters Score -1086906 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1086973.625000 Penalty: 4259.475098
	Iteration 5Q: 3 clusters Score -1086974 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1087025.000000 Penalty: 4259.475098
	Iteration 6Q: 3 clusters Score -1087025 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1087074.250000 Penalty: 4259.475098
	Iteration 7Q: 3 clusters Score -1087074 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1087112.125000 Penalty: 4259.475098
	Iteration 8Q: 3 clusters Score -1087112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1087140.250000 Penalty: 4259.475098
	Iteration 9Q: 3 clusters Score -1087140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1087171.000000 Penalty: 4259.475098
	Iteration 10Q: 3 clusters Score -1087171 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1087195.375000 Penalty: 4259.475098
	Iteration 11Q: 3 clusters Score -1087195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1087214.750000 Penalty: 4259.475098
	Iteration 12Q: 3 clusters Score -1087215 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1087238.250000 Penalty: 4259.475098
	Iteration 13Q: 3 clusters Score -1087238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1087260.375000 Penalty: 4259.475098
	Iteration 14Q: 3 clusters Score -1087260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1087281.250000 Penalty: 4259.475098
	Iteration 15Q: 3 clusters Score -1087281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1087303.875000 Penalty: 4259.475098
	Iteration 16Q: 3 clusters Score -1087304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1087327.000000 Penalty: 4259.475098
	Iteration 17Q: 3 clusters Score -1087327 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1087351.375000 Penalty: 4259.475098
	Iteration 18Q: 3 clusters Score -1087351 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1087368.000000 Penalty: 4259.475098
	Iteration 19Q: 3 clusters Score -1087368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1087393.625000 Penalty: 4259.475098
	Iteration 20F: 3 clusters Score -1087394 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1087418.875000 Penalty: 4259.475098
	Iteration 21Q: 3 clusters Score -1087419 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1087451.750000 Penalty: 4259.475098
	Iteration 22Q: 3 clusters Score -1087452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1087485.125000 Penalty: 4259.475098
	Iteration 23Q: 3 clusters Score -1087485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1087517.500000 Penalty: 4259.475098
	Iteration 24Q: 3 clusters Score -1087518 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1087550.250000 Penalty: 4259.475098
	Iteration 25Q: 3 clusters Score -1087550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1087590.625000 Penalty: 4259.475098
	Iteration 26Q: 3 clusters Score -1087591 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1087640.875000 Penalty: 4259.475098
	Iteration 27Q: 3 clusters Score -1087641 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1087703.625000 Penalty: 4259.475098
	Iteration 28Q: 3 clusters Score -1087704 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1087768.250000 Penalty: 4259.475098
	Iteration 29Q: 3 clusters Score -1087768 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1087840.750000 Penalty: 4259.475098
	Iteration 30Q: 3 clusters Score -1087841 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1087915.750000 Penalty: 4259.475098
	Iteration 31Q: 3 clusters Score -1087916 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1087979.375000 Penalty: 4259.475098
	Iteration 32Q: 3 clusters Score -1087979 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1088041.250000 Penalty: 4259.475098
	Iteration 33Q: 3 clusters Score -1088041 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1088102.875000 Penalty: 4259.475098
	Iteration 34Q: 3 clusters Score -1088103 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1088153.500000 Penalty: 4259.475098
	Iteration 35Q: 3 clusters Score -1088154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1088189.375000 Penalty: 4259.475098
	Iteration 36Q: 3 clusters Score -1088189 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1088214.000000 Penalty: 4259.475098
	Iteration 37Q: 3 clusters Score -1088214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1088234.500000 Penalty: 4259.475098
	Iteration 38Q: 3 clusters Score -1088234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1088245.375000 Penalty: 4259.475098
	Iteration 39Q: 3 clusters Score -1088245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1088254.000000 Penalty: 4259.475098
	Iteration 40F: 3 clusters Score -1088254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1088261.000000 Penalty: 4259.475098
	Iteration 41Q: 3 clusters Score -1088261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1088263.000000 Penalty: 4259.475098
	Iteration 42Q: 3 clusters Score -1088263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1088267.250000 Penalty: 4259.475098
	Iteration 43Q: 3 clusters Score -1088267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1088268.500000 Penalty: 4259.475098
	Iteration 44Q: 3 clusters Score -1088268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1088273.250000 Penalty: 4259.475098
	Iteration 45Q: 3 clusters Score -1088273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1088273.375000 Penalty: 4259.475098
	Iteration 46Q: 3 clusters Score -1088273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1088275.375000 Penalty: 4259.475098
	Iteration 47Q: 3 clusters Score -1088275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1088276.125000 Penalty: 4259.475098
	Iteration 48Q: 3 clusters Score -1088276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1088279.000000 Penalty: 4259.475098
	Iteration 49Q: 3 clusters Score -1088279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1088278.125000 Penalty: 4259.475098
	Iteration 50Q: 3 clusters Score -1088278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1088279.000000 Penalty: 4259.475098
	Iteration 51Q: 3 clusters Score -1088279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1088280.000000 Penalty: 4259.475098
	Iteration 52Q: 3 clusters Score -1088280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1088280.000000 Penalty: 4259.475098
	Iteration 53F: 3 clusters Score -1088280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Entering Unmasked Estep 
Score: -5966768.000000 Penalty: 2559.267822
	Iteration 0F: 2 clusters Score -5966768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -5947814.500000 Penalty: 5118.535645
	Iteration 0F: 3 clusters Score -5947814 nChanged 13689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -5955316.000000 Penalty: 5118.535645
	Iteration 1F: 3 clusters Score -5955316 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -5955904.000000 Penalty: 5118.535645
	Iteration 2F: 3 clusters Score -5955904 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -5956503.000000 Penalty: 5118.535645
	Iteration 3Q: 3 clusters Score -5956503 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -5957138.000000 Penalty: 5118.535645
	Iteration 4F: 3 clusters Score -5957138 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -5957906.000000 Penalty: 5118.535645
	Iteration 5F: 3 clusters Score -5957906 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -5958795.000000 Penalty: 5118.535645
	Iteration 6F: 3 clusters Score -5958795 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -5959711.000000 Penalty: 5118.535645
	Iteration 7F: 3 clusters Score -5959711 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -5961186.500000 Penalty: 5118.535645
	Iteration 8F: 3 clusters Score -5961186 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5962593.000000 Penalty: 5118.535645
	Iteration 9F: 3 clusters Score -5962593 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5963490.500000 Penalty: 5118.535645
	Iteration 10Q: 3 clusters Score -5963490 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5963970.000000 Penalty: 5118.535645
	Iteration 11Q: 3 clusters Score -5963970 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5964203.000000 Penalty: 5118.535645
	Iteration 12Q: 3 clusters Score -5964203 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5964342.500000 Penalty: 5118.535645
	Iteration 13Q: 3 clusters Score -5964342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5964409.500000 Penalty: 5118.535645
	Iteration 14Q: 3 clusters Score -5964410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5964446.000000 Penalty: 5118.535645
	Iteration 15Q: 3 clusters Score -5964446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5964471.500000 Penalty: 5118.535645
	Iteration 16Q: 3 clusters Score -5964472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5964487.000000 Penalty: 5118.535645
	Iteration 17Q: 3 clusters Score -5964487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5964499.500000 Penalty: 5118.535645
	Iteration 18Q: 3 clusters Score -5964500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5964496.500000 Penalty: 5118.535645
	Iteration 19Q: 3 clusters Score -5964496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5964504.500000 Penalty: 5118.535645
	Iteration 20F: 3 clusters Score -5964504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5964510.000000 Penalty: 5118.535645
	Iteration 21Q: 3 clusters Score -5964510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5964510.000000 Penalty: 5118.535645
	Iteration 22F: 3 clusters Score -5964510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -37145.773438 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -37145.77 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 172 members 
Entering Unmasked Estep 
Score: -35974.855469 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -35974.86 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36304.019531 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -36304.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36460.851562 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -36460.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36501.843750 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -36501.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36536.109375 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -36536.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36538.476562 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -36538.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36542.453125 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -36542.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36546.304688 Penalty: 2888.230713
	Iteration 7Q: 3 clusters Score -36546.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36546.894531 Penalty: 2888.230713
	Iteration 8Q: 3 clusters Score -36546.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36547.761719 Penalty: 2888.230713
	Iteration 9Q: 3 clusters Score -36547.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36550.093750 Penalty: 2888.230713
	Iteration 10Q: 3 clusters Score -36550.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36584.937500 Penalty: 2888.230713
	Iteration 11Q: 3 clusters Score -36584.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36605.160156 Penalty: 2888.230713
	Iteration 12Q: 3 clusters Score -36605.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36619.082031 Penalty: 2888.230713
	Iteration 13Q: 3 clusters Score -36619.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36658.917969 Penalty: 2888.230713
	Iteration 14Q: 3 clusters Score -36658.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36689.589844 Penalty: 2888.230713
	Iteration 15Q: 3 clusters Score -36689.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36709.214844 Penalty: 2888.230713
	Iteration 16Q: 3 clusters Score -36709.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36716.050781 Penalty: 2888.230713
	Iteration 17Q: 3 clusters Score -36716.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36716.050781 Penalty: 2888.230713
	Iteration 18F: 3 clusters Score -36716.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -61986.804688 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -61986.8 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 210 members 
Entering Unmasked Estep 
Score: -60667.886719 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -60667.89 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60879.464844 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -60879.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61009.542969 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -61009.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61077.773438 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -61077.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61110.433594 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -61110.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61128.949219 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -61128.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61133.839844 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -61133.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61133.839844 Penalty: 2993.598877
	Iteration 7F: 3 clusters Score -61133.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Entering Unmasked Estep 
Score: -3267309.000000 Penalty: 2387.203857
	Iteration 0F: 2 clusters Score -3267309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3257066.750000 Penalty: 4774.407715
	Iteration 0F: 3 clusters Score -3257067 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3260322.750000 Penalty: 4774.407715
	Iteration 1F: 3 clusters Score -3260323 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3260612.000000 Penalty: 4774.407715
	Iteration 2F: 3 clusters Score -3260612 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -3260819.000000 Penalty: 4774.407715
	Iteration 3Q: 3 clusters Score -3260819 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3260997.750000 Penalty: 4774.407715
	Iteration 4Q: 3 clusters Score -3260998 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3261133.000000 Penalty: 4774.407715
	Iteration 5Q: 3 clusters Score -3261133 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3261258.750000 Penalty: 4774.407715
	Iteration 6Q: 3 clusters Score -3261259 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3261344.250000 Penalty: 4774.407715
	Iteration 7Q: 3 clusters Score -3261344 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3261420.500000 Penalty: 4774.407715
	Iteration 8Q: 3 clusters Score -3261420 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -3261508.750000 Penalty: 4774.407715
	Iteration 9Q: 3 clusters Score -3261509 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3261569.250000 Penalty: 4774.407715
	Iteration 10Q: 3 clusters Score -3261569 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3261630.250000 Penalty: 4774.407715
	Iteration 11Q: 3 clusters Score -3261630 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3261694.500000 Penalty: 4774.407715
	Iteration 12Q: 3 clusters Score -3261694 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -3261753.250000 Penalty: 4774.407715
	Iteration 13Q: 3 clusters Score -3261753 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3261804.250000 Penalty: 4774.407715
	Iteration 14Q: 3 clusters Score -3261804 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3261864.500000 Penalty: 4774.407715
	Iteration 15Q: 3 clusters Score -3261864 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3261907.000000 Penalty: 4774.407715
	Iteration 16Q: 3 clusters Score -3261907 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -3261965.750000 Penalty: 4774.407715
	Iteration 17Q: 3 clusters Score -3261966 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3262023.750000 Penalty: 4774.407715
	Iteration 18Q: 3 clusters Score -3262024 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3262119.500000 Penalty: 4774.407715
	Iteration 19Q: 3 clusters Score -3262120 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -3262231.750000 Penalty: 4774.407715
	Iteration 20F: 3 clusters Score -3262232 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3262363.000000 Penalty: 4774.407715
	Iteration 21Q: 3 clusters Score -3262363 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -3262522.250000 Penalty: 4774.407715
	Iteration 22Q: 3 clusters Score -3262522 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3262704.500000 Penalty: 4774.407715
	Iteration 23Q: 3 clusters Score -3262704 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -3262910.250000 Penalty: 4774.407715
	Iteration 24Q: 3 clusters Score -3262910 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3263153.750000 Penalty: 4774.407715
	Iteration 25Q: 3 clusters Score -3263154 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -3263571.000000 Penalty: 4774.407715
	Iteration 26Q: 3 clusters Score -3263571 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3263871.500000 Penalty: 4774.407715
	Iteration 27Q: 3 clusters Score -3263872 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3264179.750000 Penalty: 4774.407715
	Iteration 28Q: 3 clusters Score -3264180 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3264410.250000 Penalty: 4774.407715
	Iteration 29Q: 3 clusters Score -3264410 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3264590.500000 Penalty: 4774.407715
	Iteration 30Q: 3 clusters Score -3264590 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3264741.250000 Penalty: 4774.407715
	Iteration 31Q: 3 clusters Score -3264741 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3264833.250000 Penalty: 4774.407715
	Iteration 32Q: 3 clusters Score -3264833 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3264954.500000 Penalty: 4774.407715
	Iteration 33Q: 3 clusters Score -3264954 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3265040.500000 Penalty: 4774.407715
	Iteration 34Q: 3 clusters Score -3265040 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3265120.250000 Penalty: 4774.407715
	Iteration 35Q: 3 clusters Score -3265120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3265149.750000 Penalty: 4774.407715
	Iteration 36Q: 3 clusters Score -3265150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -3265168.250000 Penalty: 4774.407715
	Iteration 37Q: 3 clusters Score -3265168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3265187.500000 Penalty: 4774.407715
	Iteration 38Q: 3 clusters Score -3265188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3265208.000000 Penalty: 4774.407715
	Iteration 39Q: 3 clusters Score -3265208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3265237.000000 Penalty: 4774.407715
	Iteration 40F: 3 clusters Score -3265237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3265256.500000 Penalty: 4774.407715
	Iteration 41Q: 3 clusters Score -3265256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3265272.750000 Penalty: 4774.407715
	Iteration 42Q: 3 clusters Score -3265273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3265283.000000 Penalty: 4774.407715
	Iteration 43Q: 3 clusters Score -3265283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3265301.500000 Penalty: 4774.407715
	Iteration 44Q: 3 clusters Score -3265302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3265308.000000 Penalty: 4774.407715
	Iteration 45Q: 3 clusters Score -3265308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3265318.750000 Penalty: 4774.407715
	Iteration 46Q: 3 clusters Score -3265319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3265321.750000 Penalty: 4774.407715
	Iteration 47Q: 3 clusters Score -3265322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3265326.500000 Penalty: 4774.407715
	Iteration 48Q: 3 clusters Score -3265326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3265336.500000 Penalty: 4774.407715
	Iteration 49Q: 3 clusters Score -3265336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3265346.750000 Penalty: 4774.407715
	Iteration 50Q: 3 clusters Score -3265347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -3265352.750000 Penalty: 4774.407715
	Iteration 51Q: 3 clusters Score -3265353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3265356.000000 Penalty: 4774.407715
	Iteration 52Q: 3 clusters Score -3265356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3265364.500000 Penalty: 4774.407715
	Iteration 53Q: 3 clusters Score -3265364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3265364.500000 Penalty: 4774.407715
	Iteration 54F: 3 clusters Score -3265364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -132498.937500 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -132498.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -130808.273438 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -130808.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -131060.093750 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -131060.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -131114.562500 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -131114.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -131153.406250 Penalty: 3280.238525
	Iteration 3Q: 3 clusters Score -131153.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -131167.062500 Penalty: 3280.238525
	Iteration 4Q: 3 clusters Score -131167.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -131194.203125 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -131194.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -131204.921875 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -131204.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -131213.500000 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -131213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -131214.656250 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -131214.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -131220.468750 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -131220.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -131222.437500 Penalty: 3280.238525
	Iteration 10Q: 3 clusters Score -131222.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -131222.437500 Penalty: 3280.238525
	Iteration 11F: 3 clusters Score -131222.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Entering Unmasked Estep 
Score: -1690986.625000 Penalty: 2235.281006
	Iteration 0F: 2 clusters Score -1690987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1684407.375000 Penalty: 4470.562012
	Iteration 0F: 3 clusters Score -1684407 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1686320.625000 Penalty: 4470.562012
	Iteration 1F: 3 clusters Score -1686321 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1686614.875000 Penalty: 4470.562012
	Iteration 2F: 3 clusters Score -1686615 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1686833.750000 Penalty: 4470.562012
	Iteration 3F: 3 clusters Score -1686834 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1687037.250000 Penalty: 4470.562012
	Iteration 4Q: 3 clusters Score -1687037 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1687247.500000 Penalty: 4470.562012
	Iteration 5Q: 3 clusters Score -1687248 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1687438.125000 Penalty: 4470.562012
	Iteration 6Q: 3 clusters Score -1687438 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1687610.375000 Penalty: 4470.562012
	Iteration 7Q: 3 clusters Score -1687610 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1687759.750000 Penalty: 4470.562012
	Iteration 8Q: 3 clusters Score -1687760 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1687913.125000 Penalty: 4470.562012
	Iteration 9Q: 3 clusters Score -1687913 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1688054.500000 Penalty: 4470.562012
	Iteration 10Q: 3 clusters Score -1688054 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1688190.500000 Penalty: 4470.562012
	Iteration 11Q: 3 clusters Score -1688190 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1688312.750000 Penalty: 4470.562012
	Iteration 12Q: 3 clusters Score -1688313 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1688415.000000 Penalty: 4470.562012
	Iteration 13Q: 3 clusters Score -1688415 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1688493.500000 Penalty: 4470.562012
	Iteration 14Q: 3 clusters Score -1688494 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1688553.375000 Penalty: 4470.562012
	Iteration 15Q: 3 clusters Score -1688553 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1688614.875000 Penalty: 4470.562012
	Iteration 16Q: 3 clusters Score -1688615 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1688673.125000 Penalty: 4470.562012
	Iteration 17Q: 3 clusters Score -1688673 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1688723.125000 Penalty: 4470.562012
	Iteration 18Q: 3 clusters Score -1688723 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1688772.875000 Penalty: 4470.562012
	Iteration 19Q: 3 clusters Score -1688773 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1688806.125000 Penalty: 4470.562012
	Iteration 20F: 3 clusters Score -1688806 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1688848.000000 Penalty: 4470.562012
	Iteration 21Q: 3 clusters Score -1688848 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1688881.125000 Penalty: 4470.562012
	Iteration 22Q: 3 clusters Score -1688881 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1688906.000000 Penalty: 4470.562012
	Iteration 23Q: 3 clusters Score -1688906 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1688936.875000 Penalty: 4470.562012
	Iteration 24Q: 3 clusters Score -1688937 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1688966.000000 Penalty: 4470.562012
	Iteration 25Q: 3 clusters Score -1688966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1688995.625000 Penalty: 4470.562012
	Iteration 26Q: 3 clusters Score -1688996 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1689008.500000 Penalty: 4470.562012
	Iteration 27Q: 3 clusters Score -1689008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1689023.250000 Penalty: 4470.562012
	Iteration 28Q: 3 clusters Score -1689023 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1689042.625000 Penalty: 4470.562012
	Iteration 29Q: 3 clusters Score -1689043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1689052.375000 Penalty: 4470.562012
	Iteration 30Q: 3 clusters Score -1689052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1689072.750000 Penalty: 4470.562012
	Iteration 31Q: 3 clusters Score -1689073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1689084.750000 Penalty: 4470.562012
	Iteration 32Q: 3 clusters Score -1689085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1689100.500000 Penalty: 4470.562012
	Iteration 33Q: 3 clusters Score -1689100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1689115.125000 Penalty: 4470.562012
	Iteration 34Q: 3 clusters Score -1689115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1689130.875000 Penalty: 4470.562012
	Iteration 35Q: 3 clusters Score -1689131 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1689146.500000 Penalty: 4470.562012
	Iteration 36Q: 3 clusters Score -1689146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1689166.625000 Penalty: 4470.562012
	Iteration 37Q: 3 clusters Score -1689167 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1689182.500000 Penalty: 4470.562012
	Iteration 38Q: 3 clusters Score -1689182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1689191.250000 Penalty: 4470.562012
	Iteration 39Q: 3 clusters Score -1689191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1689196.500000 Penalty: 4470.562012
	Iteration 40F: 3 clusters Score -1689196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1689200.750000 Penalty: 4470.562012
	Iteration 41Q: 3 clusters Score -1689201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1689206.625000 Penalty: 4470.562012
	Iteration 42Q: 3 clusters Score -1689207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1689209.875000 Penalty: 4470.562012
	Iteration 43Q: 3 clusters Score -1689210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1689214.000000 Penalty: 4470.562012
	Iteration 44Q: 3 clusters Score -1689214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1689214.250000 Penalty: 4470.562012
	Iteration 45Q: 3 clusters Score -1689214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1689217.375000 Penalty: 4470.562012
	Iteration 46Q: 3 clusters Score -1689217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1689220.625000 Penalty: 4470.562012
	Iteration 47Q: 3 clusters Score -1689221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1689222.500000 Penalty: 4470.562012
	Iteration 48Q: 3 clusters Score -1689222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1689222.125000 Penalty: 4470.562012
	Iteration 49Q: 3 clusters Score -1689222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1689223.500000 Penalty: 4470.562012
	Iteration 50Q: 3 clusters Score -1689224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1689224.000000 Penalty: 4470.562012
	Iteration 51Q: 3 clusters Score -1689224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1689224.000000 Penalty: 4470.562012
	Iteration 52F: 3 clusters Score -1689224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Entering Unmasked Estep 
Score: -7414351.000000 Penalty: 2622.986816
	Iteration 0F: 2 clusters Score -7414351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -7387861.500000 Penalty: 5245.973633
	Iteration 0F: 3 clusters Score -7387862 nChanged 17992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -7397686.000000 Penalty: 5245.973633
	Iteration 1F: 3 clusters Score -7397686 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -7398257.500000 Penalty: 5245.973633
	Iteration 2Q: 3 clusters Score -7398258 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -7398788.500000 Penalty: 5245.973633
	Iteration 3Q: 3 clusters Score -7398788 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -7399333.500000 Penalty: 5245.973633
	Iteration 4Q: 3 clusters Score -7399334 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -7399747.500000 Penalty: 5245.973633
	Iteration 5Q: 3 clusters Score -7399748 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -7400172.500000 Penalty: 5245.973633
	Iteration 6Q: 3 clusters Score -7400172 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -7400664.000000 Penalty: 5245.973633
	Iteration 7Q: 3 clusters Score -7400664 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -7401159.500000 Penalty: 5245.973633
	Iteration 8Q: 3 clusters Score -7401160 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -7401665.000000 Penalty: 5245.973633
	Iteration 9Q: 3 clusters Score -7401665 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -7402291.000000 Penalty: 5245.973633
	Iteration 10Q: 3 clusters Score -7402291 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -7403039.500000 Penalty: 5245.973633
	Iteration 11Q: 3 clusters Score -7403040 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -7403977.500000 Penalty: 5245.973633
	Iteration 12Q: 3 clusters Score -7403978 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -7405228.000000 Penalty: 5245.973633
	Iteration 13Q: 3 clusters Score -7405228 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -7406635.000000 Penalty: 5245.973633
	Iteration 14F: 3 clusters Score -7406635 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -7407999.000000 Penalty: 5245.973633
	Iteration 15F: 3 clusters Score -7407999 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -7409197.000000 Penalty: 5245.973633
	Iteration 16Q: 3 clusters Score -7409197 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -7410146.000000 Penalty: 5245.973633
	Iteration 17Q: 3 clusters Score -7410146 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -7410805.000000 Penalty: 5245.973633
	Iteration 18Q: 3 clusters Score -7410805 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -7411230.500000 Penalty: 5245.973633
	Iteration 19Q: 3 clusters Score -7411230 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -7411570.500000 Penalty: 5245.973633
	Iteration 20F: 3 clusters Score -7411570 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -7411761.000000 Penalty: 5245.973633
	Iteration 21Q: 3 clusters Score -7411761 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -7411862.500000 Penalty: 5245.973633
	Iteration 22Q: 3 clusters Score -7411862 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -7411939.000000 Penalty: 5245.973633
	Iteration 23Q: 3 clusters Score -7411939 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -7411995.500000 Penalty: 5245.973633
	Iteration 24Q: 3 clusters Score -7411996 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -7412045.500000 Penalty: 5245.973633
	Iteration 25Q: 3 clusters Score -7412046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -7412068.000000 Penalty: 5245.973633
	Iteration 26Q: 3 clusters Score -7412068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -7412090.500000 Penalty: 5245.973633
	Iteration 27Q: 3 clusters Score -7412090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -7412121.500000 Penalty: 5245.973633
	Iteration 28Q: 3 clusters Score -7412122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -7412143.500000 Penalty: 5245.973633
	Iteration 29Q: 3 clusters Score -7412144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -7412170.500000 Penalty: 5245.973633
	Iteration 30Q: 3 clusters Score -7412170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -7412182.000000 Penalty: 5245.973633
	Iteration 31Q: 3 clusters Score -7412182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -7412207.000000 Penalty: 5245.973633
	Iteration 32Q: 3 clusters Score -7412207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -7412210.500000 Penalty: 5245.973633
	Iteration 33Q: 3 clusters Score -7412210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -7412217.500000 Penalty: 5245.973633
	Iteration 34Q: 3 clusters Score -7412218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -7412226.500000 Penalty: 5245.973633
	Iteration 35Q: 3 clusters Score -7412226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -7412234.500000 Penalty: 5245.973633
	Iteration 36Q: 3 clusters Score -7412234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -7412248.500000 Penalty: 5245.973633
	Iteration 37Q: 3 clusters Score -7412248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -7412246.500000 Penalty: 5245.973633
	Iteration 38Q: 3 clusters Score -7412246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -7412257.000000 Penalty: 5245.973633
	Iteration 39Q: 3 clusters Score -7412257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -7412263.000000 Penalty: 5245.973633
	Iteration 40F: 3 clusters Score -7412263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -7412271.000000 Penalty: 5245.973633
	Iteration 41Q: 3 clusters Score -7412271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -7412267.500000 Penalty: 5245.973633
	Iteration 42Q: 3 clusters Score -7412268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -7412265.000000 Penalty: 5245.973633
	Iteration 43Q: 3 clusters Score -7412265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -7412266.500000 Penalty: 5245.973633
	Iteration 44Q: 3 clusters Score -7412266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -7412274.000000 Penalty: 5245.973633
	Iteration 45Q: 3 clusters Score -7412274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -7412271.000000 Penalty: 5245.973633
	Iteration 46Q: 3 clusters Score -7412271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -7412274.000000 Penalty: 5245.973633
	Iteration 47Q: 3 clusters Score -7412274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -7412268.000000 Penalty: 5245.973633
	Iteration 48Q: 3 clusters Score -7412268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -7412268.000000 Penalty: 5245.973633
	Iteration 49F: 3 clusters Score -7412268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Entering Unmasked Estep 
Score: -1523690.000000 Penalty: 2234.948486
	Iteration 0F: 2 clusters Score -1523690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1517153.625000 Penalty: 4469.896973
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1520919 nChanged 135
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Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1520960 nChanged 96
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Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1521017 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1521035 nChanged 60
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Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1521052 nChanged 60
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Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1521074 nChanged 43
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Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1521087 nChanged 43
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Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1521093 nChanged 40
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Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1521112 nChanged 40
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Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1521118 nChanged 22
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Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1521123 nChanged 33
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Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1521135 nChanged 32
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Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1521143 nChanged 36
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Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1521156 nChanged 34
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Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1521168 nChanged 38
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Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1521174 nChanged 36
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Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1521187 nChanged 52
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Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1521205 nChanged 63
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Mstep: Class 1 contains 5546 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1521237 nChanged 43
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Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1521248 nChanged 42
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Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1521254 nChanged 30
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Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1521262 nChanged 30
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Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1521269 nChanged 41
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Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1521294 nChanged 49
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Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1521308 nChanged 58
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Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1521331 nChanged 53
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Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1521349 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1521358 nChanged 67
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Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1521387 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1521417 nChanged 61
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Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1521438 nChanged 61
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Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1521455 nChanged 62
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Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1521477 nChanged 61
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Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1521502 nChanged 62
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Mstep: Class 1 contains 6415 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1521520 nChanged 47
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Mstep: Class 1 contains 6460 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1521537 nChanged 58
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Mstep: Class 1 contains 6516 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1521565 nChanged 74
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Mstep: Class 1 contains 6584 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1521598 nChanged 70
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Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1521626 nChanged 66
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Mstep: Class 1 contains 6704 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1521657 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6758 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1521679 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1521697 nChanged 51
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Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1521721.875000 Penalty: 4469.896973
	Iteration 58Q: 3 clusters Score -1521722 nChanged 41
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Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1521736 nChanged 45
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Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1521756 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1521779 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7028 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1521802 nChanged 54
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Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1521832.625000 Penalty: 4469.896973
	Iteration 63Q: 3 clusters Score -1521833 nChanged 43
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Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1521853 nChanged 33
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Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1521872 nChanged 31
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Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1521887 nChanged 27
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Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1521895 nChanged 32
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Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1521912.875000 Penalty: 4469.896973
	Iteration 68Q: 3 clusters Score -1521913 nChanged 29
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Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1521925 nChanged 27
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Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1521940.625000 Penalty: 4469.896973
	Iteration 70Q: 3 clusters Score -1521941 nChanged 25
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Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1521959 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1521980 nChanged 26
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Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1521990 nChanged 16
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Mstep: Class 1 contains 7363 members 
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Entering Unmasked Estep 
Score: -1522001.750000 Penalty: 4469.896973
	Iteration 74Q: 3 clusters Score -1522002 nChanged 16
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Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1522010 nChanged 14
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Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1522015 nChanged 13
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Mstep: Class 1 contains 7402 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1522021 nChanged 12
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Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1522026 nChanged 10
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Mstep: Class 1 contains 7424 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1522030 nChanged 6
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Mstep: Class 1 contains 7428 members 
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Entering Unmasked Estep 
Score: -1522033.875000 Penalty: 4469.896973
	Iteration 80F: 3 clusters Score -1522034 nChanged 5
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Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1522039 nChanged 8
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Mstep: Class 1 contains 7439 members 
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Entering Unmasked Estep 
Score: -1522040.000000 Penalty: 4469.896973
	Iteration 82Q: 3 clusters Score -1522040 nChanged 7
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Mstep: Class 1 contains 7446 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1522044 nChanged 7
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Mstep: Class 1 contains 7453 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1522048 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
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Entering Unmasked Estep 
Score: -1522055.500000 Penalty: 4469.896973
	Iteration 85Q: 3 clusters Score -1522056 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1522055 nChanged 6
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Mstep: Class 1 contains 7480 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1522061 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1522065.625000 Penalty: 4469.896973
	Iteration 88Q: 3 clusters Score -1522066 nChanged 3
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Mstep: Class 1 contains 7485 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1522066 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1522069.125000 Penalty: 4469.896973
	Iteration 90Q: 3 clusters Score -1522069 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1522070.500000 Penalty: 4469.896973
	Iteration 91Q: 3 clusters Score -1522070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1522070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
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Entering Unmasked Estep 
Score: -1522070.250000 Penalty: 4469.896973
	Iteration 93Q: 3 clusters Score -1522070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1522070.250000 Penalty: 4469.896973
	Iteration 94F: 3 clusters Score -1522070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -51947.734375 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -51947.73 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 213 members 
Entering Unmasked Estep 
Score: -50727.253906 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -50727.25 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50985.460938 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -50985.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51089.828125 Penalty: 2960.479004
	Iteration 2Q: 3 clusters Score -51089.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51197.226562 Penalty: 2960.479004
	Iteration 3Q: 3 clusters Score -51197.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51254.292969 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -51254.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51285.988281 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -51285.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51297.328125 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -51297.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51299.050781 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -51299.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51302.816406 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -51302.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51302.816406 Penalty: 2960.479004
	Iteration 9F: 3 clusters Score -51302.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -48836.179688 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -48836.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47596.253906 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -47596.25 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47783.898438 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -47783.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47866.531250 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -47866.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47911.855469 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -47911.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47956.089844 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -47956.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47966.113281 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -47966.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47970.765625 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -47970.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47970.765625 Penalty: 2862.634766
	Iteration 7F: 3 clusters Score -47970.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -89884.335938 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -89884.34 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 300 members 
Entering Unmasked Estep 
Score: -88393.445312 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -88393.45 nChanged 155
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: -88778.570312 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -88778.57 nChanged 51
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: -88921.015625 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -88921.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -88997.429688 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -88997.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -89073.000000 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -89073 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: -89111.070312 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -89111.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -89142.398438 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -89142.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -89166.992188 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -89166.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89209.007812 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -89209.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -89217.898438 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -89217.9 nChanged 3
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: -89221.382812 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -89221.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -89222.492188 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -89222.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -89226.351562 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -89226.35 nChanged 3
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: -89233.671875 Penalty: 3160.319580
	Iteration 13Q: 3 clusters Score -89233.67 nChanged 1
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: -89234.843750 Penalty: 3160.319580
	Iteration 14Q: 3 clusters Score -89234.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -89235.953125 Penalty: 3160.319580
	Iteration 15Q: 3 clusters Score -89235.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -89235.953125 Penalty: 3160.319580
	Iteration 16F: 3 clusters Score -89235.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -57456.347656 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -57456.35 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 145 members 
Entering Unmasked Estep 
Score: -56165.316406 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -56165.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -56303.445312 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -56303.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -56347.906250 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -56347.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -56360.730469 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -56360.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -56370.191406 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -56370.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -56372.910156 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -56372.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -56379.671875 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -56379.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -56381.750000 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -56381.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -56384.492188 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -56384.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -56384.492188 Penalty: 2862.634766
	Iteration 9F: 3 clusters Score -56384.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Entering Unmasked Estep 
Score: -788532.937500 Penalty: 2074.051270
	Iteration 0F: 2 clusters Score -788532.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -784479.125000 Penalty: 4148.102539
	Iteration 0F: 3 clusters Score -784479.1 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -785582.312500 Penalty: 4148.102539
	Iteration 1F: 3 clusters Score -785582.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -785911.375000 Penalty: 4148.102539
	Iteration 2F: 3 clusters Score -785911.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -786135.062500 Penalty: 4148.102539
	Iteration 3F: 3 clusters Score -786135.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -786394.875000 Penalty: 4148.102539
	Iteration 4F: 3 clusters Score -786394.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -786701.687500 Penalty: 4148.102539
	Iteration 5F: 3 clusters Score -786701.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -787052.937500 Penalty: 4148.102539
	Iteration 6F: 3 clusters Score -787052.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -787452.750000 Penalty: 4148.102539
	Iteration 7F: 3 clusters Score -787452.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -787806.562500 Penalty: 4148.102539
	Iteration 8F: 3 clusters Score -787806.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -788057.250000 Penalty: 4148.102539
	Iteration 9Q: 3 clusters Score -788057.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -788263.875000 Penalty: 4148.102539
	Iteration 10Q: 3 clusters Score -788263.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -788465.500000 Penalty: 4148.102539
	Iteration 11Q: 3 clusters Score -788465.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -788596.812500 Penalty: 4148.102539
	Iteration 12Q: 3 clusters Score -788596.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -788673.437500 Penalty: 4148.102539
	Iteration 13Q: 3 clusters Score -788673.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -788717.562500 Penalty: 4148.102539
	Iteration 14Q: 3 clusters Score -788717.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -788733.187500 Penalty: 4148.102539
	Iteration 15Q: 3 clusters Score -788733.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -788750.062500 Penalty: 4148.102539
	Iteration 16Q: 3 clusters Score -788750.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -788763.937500 Penalty: 4148.102539
	Iteration 17Q: 3 clusters Score -788763.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -788771.687500 Penalty: 4148.102539
	Iteration 18Q: 3 clusters Score -788771.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -788776.687500 Penalty: 4148.102539
	Iteration 19Q: 3 clusters Score -788776.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -788777.500000 Penalty: 4148.102539
	Iteration 20F: 3 clusters Score -788777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -788779.500000 Penalty: 4148.102539
	Iteration 21Q: 3 clusters Score -788779.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -788780.750000 Penalty: 4148.102539
	Iteration 22Q: 3 clusters Score -788780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -788780.750000 Penalty: 4148.102539
	Iteration 23F: 3 clusters Score -788780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 18835 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3958 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 30322 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15151 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8211 members 
Mstep: Class 19 contains 39205 members 
Mstep: Class 20 contains 8200 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 1638 members 
Mstep: Class 26 contains 4858 members 
Mstep: Class 27 contains 23134 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14173 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 19542 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 4297 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13676 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15607 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2429 members 
Mstep: Class 49 contains 34711 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16216 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 38867 members 
Mstep: Class 55 contains 23706 members 
Mstep: Class 56 contains 27127 members 
Mstep: Class 57 contains 2648 members 
Entering Unmasked Estep 
Score: -84243064.000000 Penalty: 183523.656250
Splitting cluster 25 changes total score from -84244648.000000 to -84243064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Entering Unmasked Estep 
Score: -939835.250000 Penalty: 2105.118896
	Iteration 0F: 2 clusters Score -939835.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -935406.062500 Penalty: 4210.237793
	Iteration 0F: 3 clusters Score -935406.1 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -936520.437500 Penalty: 4210.237793
	Iteration 1F: 3 clusters Score -936520.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -936770.062500 Penalty: 4210.237793
	Iteration 2F: 3 clusters Score -936770.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -936905.687500 Penalty: 4210.237793
	Iteration 3Q: 3 clusters Score -936905.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -937014.437500 Penalty: 4210.237793
	Iteration 4Q: 3 clusters Score -937014.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -937095.437500 Penalty: 4210.237793
	Iteration 5Q: 3 clusters Score -937095.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -937163.437500 Penalty: 4210.237793
	Iteration 6Q: 3 clusters Score -937163.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -937216.125000 Penalty: 4210.237793
	Iteration 7Q: 3 clusters Score -937216.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -937254.500000 Penalty: 4210.237793
	Iteration 8Q: 3 clusters Score -937254.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -937281.562500 Penalty: 4210.237793
	Iteration 9Q: 3 clusters Score -937281.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -937306.437500 Penalty: 4210.237793
	Iteration 10Q: 3 clusters Score -937306.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -937331.312500 Penalty: 4210.237793
	Iteration 11Q: 3 clusters Score -937331.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -937356.187500 Penalty: 4210.237793
	Iteration 12Q: 3 clusters Score -937356.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -937383.562500 Penalty: 4210.237793
	Iteration 13Q: 3 clusters Score -937383.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -937417.625000 Penalty: 4210.237793
	Iteration 14Q: 3 clusters Score -937417.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -937446.062500 Penalty: 4210.237793
	Iteration 15Q: 3 clusters Score -937446.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -937471.875000 Penalty: 4210.237793
	Iteration 16Q: 3 clusters Score -937471.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -937502.875000 Penalty: 4210.237793
	Iteration 17Q: 3 clusters Score -937502.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -937546.000000 Penalty: 4210.237793
	Iteration 18Q: 3 clusters Score -937546 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -937584.125000 Penalty: 4210.237793
	Iteration 19Q: 3 clusters Score -937584.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -937630.437500 Penalty: 4210.237793
	Iteration 20F: 3 clusters Score -937630.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -937671.875000 Penalty: 4210.237793
	Iteration 21Q: 3 clusters Score -937671.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -937712.687500 Penalty: 4210.237793
	Iteration 22Q: 3 clusters Score -937712.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -937757.687500 Penalty: 4210.237793
	Iteration 23Q: 3 clusters Score -937757.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -937802.500000 Penalty: 4210.237793
	Iteration 24Q: 3 clusters Score -937802.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -937861.562500 Penalty: 4210.237793
	Iteration 25Q: 3 clusters Score -937861.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -937919.437500 Penalty: 4210.237793
	Iteration 26Q: 3 clusters Score -937919.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -937975.937500 Penalty: 4210.237793
	Iteration 27Q: 3 clusters Score -937975.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -938029.625000 Penalty: 4210.237793
	Iteration 28Q: 3 clusters Score -938029.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -938075.062500 Penalty: 4210.237793
	Iteration 29Q: 3 clusters Score -938075.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -938109.937500 Penalty: 4210.237793
	Iteration 30Q: 3 clusters Score -938109.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -938127.812500 Penalty: 4210.237793
	Iteration 31Q: 3 clusters Score -938127.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -938141.625000 Penalty: 4210.237793
	Iteration 32Q: 3 clusters Score -938141.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -938154.625000 Penalty: 4210.237793
	Iteration 33Q: 3 clusters Score -938154.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -938164.062500 Penalty: 4210.237793
	Iteration 34Q: 3 clusters Score -938164.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -938176.312500 Penalty: 4210.237793
	Iteration 35Q: 3 clusters Score -938176.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -938183.250000 Penalty: 4210.237793
	Iteration 36Q: 3 clusters Score -938183.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -938186.875000 Penalty: 4210.237793
	Iteration 37Q: 3 clusters Score -938186.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -938193.312500 Penalty: 4210.237793
	Iteration 38Q: 3 clusters Score -938193.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -938195.687500 Penalty: 4210.237793
	Iteration 39Q: 3 clusters Score -938195.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -938200.812500 Penalty: 4210.237793
	Iteration 40F: 3 clusters Score -938200.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -938204.437500 Penalty: 4210.237793
	Iteration 41Q: 3 clusters Score -938204.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -938213.062500 Penalty: 4210.237793
	Iteration 42Q: 3 clusters Score -938213.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -938218.375000 Penalty: 4210.237793
	Iteration 43Q: 3 clusters Score -938218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -938222.375000 Penalty: 4210.237793
	Iteration 44Q: 3 clusters Score -938222.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -938228.000000 Penalty: 4210.237793
	Iteration 45Q: 3 clusters Score -938228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -938235.000000 Penalty: 4210.237793
	Iteration 46Q: 3 clusters Score -938235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -938236.500000 Penalty: 4210.237793
	Iteration 47Q: 3 clusters Score -938236.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -938242.250000 Penalty: 4210.237793
	Iteration 48Q: 3 clusters Score -938242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -938244.062500 Penalty: 4210.237793
	Iteration 49Q: 3 clusters Score -938244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -938244.562500 Penalty: 4210.237793
	Iteration 50Q: 3 clusters Score -938244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -938244.625000 Penalty: 4210.237793
	Iteration 51Q: 3 clusters Score -938244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -938245.812500 Penalty: 4210.237793
	Iteration 52Q: 3 clusters Score -938245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -938248.250000 Penalty: 4210.237793
	Iteration 53Q: 3 clusters Score -938248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -938249.437500 Penalty: 4210.237793
	Iteration 54Q: 3 clusters Score -938249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -938247.875000 Penalty: 4210.237793
	Iteration 55Q: 3 clusters Score -938247.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -938247.875000 Penalty: 4210.237793
	Iteration 56F: 3 clusters Score -938247.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Entering Unmasked Estep 
Score: -4494346.500000 Penalty: 2492.166504
	Iteration 0F: 2 clusters Score -4494346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -4478194.000000 Penalty: 4984.333008
	Iteration 0F: 3 clusters Score -4478194 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -4483643.500000 Penalty: 4984.333008
	Iteration 1F: 3 clusters Score -4483644 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -4484041.500000 Penalty: 4984.333008
	Iteration 2F: 3 clusters Score -4484042 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -4484342.000000 Penalty: 4984.333008
	Iteration 3Q: 3 clusters Score -4484342 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -4484589.500000 Penalty: 4984.333008
	Iteration 4Q: 3 clusters Score -4484590 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -4484827.500000 Penalty: 4984.333008
	Iteration 5Q: 3 clusters Score -4484828 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -4485103.000000 Penalty: 4984.333008
	Iteration 6Q: 3 clusters Score -4485103 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -4485433.000000 Penalty: 4984.333008
	Iteration 7Q: 3 clusters Score -4485433 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -4485902.500000 Penalty: 4984.333008
	Iteration 8Q: 3 clusters Score -4485902 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -4486534.000000 Penalty: 4984.333008
	Iteration 9Q: 3 clusters Score -4486534 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -4487380.500000 Penalty: 4984.333008
	Iteration 10F: 3 clusters Score -4487380 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -4488370.500000 Penalty: 4984.333008
	Iteration 11F: 3 clusters Score -4488370 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4489344.500000 Penalty: 4984.333008
	Iteration 12Q: 3 clusters Score -4489344 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -4490131.000000 Penalty: 4984.333008
	Iteration 13Q: 3 clusters Score -4490131 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4490765.500000 Penalty: 4984.333008
	Iteration 14Q: 3 clusters Score -4490766 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4491205.500000 Penalty: 4984.333008
	Iteration 15Q: 3 clusters Score -4491206 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4491473.500000 Penalty: 4984.333008
	Iteration 16Q: 3 clusters Score -4491474 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4491659.000000 Penalty: 4984.333008
	Iteration 17Q: 3 clusters Score -4491659 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4491778.000000 Penalty: 4984.333008
	Iteration 18Q: 3 clusters Score -4491778 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4491863.500000 Penalty: 4984.333008
	Iteration 19Q: 3 clusters Score -4491864 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4491932.500000 Penalty: 4984.333008
	Iteration 20F: 3 clusters Score -4491932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4491983.000000 Penalty: 4984.333008
	Iteration 21Q: 3 clusters Score -4491983 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4492037.000000 Penalty: 4984.333008
	Iteration 22Q: 3 clusters Score -4492037 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4492074.500000 Penalty: 4984.333008
	Iteration 23Q: 3 clusters Score -4492074 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4492120.000000 Penalty: 4984.333008
	Iteration 24Q: 3 clusters Score -4492120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4492143.000000 Penalty: 4984.333008
	Iteration 25Q: 3 clusters Score -4492143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4492168.500000 Penalty: 4984.333008
	Iteration 26Q: 3 clusters Score -4492168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4492184.000000 Penalty: 4984.333008
	Iteration 27Q: 3 clusters Score -4492184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4492197.000000 Penalty: 4984.333008
	Iteration 28Q: 3 clusters Score -4492197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4492220.500000 Penalty: 4984.333008
	Iteration 29Q: 3 clusters Score -4492220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4492231.500000 Penalty: 4984.333008
	Iteration 30Q: 3 clusters Score -4492232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4492238.000000 Penalty: 4984.333008
	Iteration 31Q: 3 clusters Score -4492238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4492251.500000 Penalty: 4984.333008
	Iteration 32Q: 3 clusters Score -4492252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4492254.500000 Penalty: 4984.333008
	Iteration 33Q: 3 clusters Score -4492254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4492263.500000 Penalty: 4984.333008
	Iteration 34Q: 3 clusters Score -4492264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4492267.500000 Penalty: 4984.333008
	Iteration 35Q: 3 clusters Score -4492268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4492272.000000 Penalty: 4984.333008
	Iteration 36Q: 3 clusters Score -4492272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4492273.000000 Penalty: 4984.333008
	Iteration 37Q: 3 clusters Score -4492273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4492273.000000 Penalty: 4984.333008
	Iteration 38F: 3 clusters Score -4492273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16962.708984 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -16962.71 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 111 members 
Entering Unmasked Estep 
Score: -15944.737305 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -15944.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16201.644531 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -16201.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16401.949219 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -16401.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16536.814453 Penalty: 2730.644531
	Iteration 3F: 3 clusters Score -16536.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16575.636719 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -16575.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16660.058594 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -16660.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16680.798828 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -16680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16691.427734 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -16691.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16692.548828 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -16692.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16692.548828 Penalty: 2730.644531
	Iteration 9F: 3 clusters Score -16692.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -166765.640625 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -166765.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -164892.937500 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -164892.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -165355.937500 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -165355.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -165562.453125 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -165562.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -165676.828125 Penalty: 3420.760254
	Iteration 3F: 3 clusters Score -165676.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -165734.078125 Penalty: 3420.760254
	Iteration 4Q: 3 clusters Score -165734.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -165774.000000 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -165774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -165812.625000 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -165812.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -165838.640625 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -165838.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -165863.109375 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -165863.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -165890.890625 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -165890.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -165916.250000 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -165916.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -165927.562500 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -165927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -165933.328125 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -165933.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -165934.640625 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -165934.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -165937.828125 Penalty: 3420.760254
	Iteration 14Q: 3 clusters Score -165937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -165942.171875 Penalty: 3420.760254
	Iteration 15Q: 3 clusters Score -165942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -165944.562500 Penalty: 3420.760254
	Iteration 16Q: 3 clusters Score -165944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -165945.109375 Penalty: 3420.760254
	Iteration 17Q: 3 clusters Score -165945.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -165945.109375 Penalty: 3420.760254
	Iteration 18F: 3 clusters Score -165945.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Entering Unmasked Estep 
Score: -3038915.250000 Penalty: 2370.655518
	Iteration 0F: 2 clusters Score -3038915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3028970.750000 Penalty: 4741.311035
	Iteration 0F: 3 clusters Score -3028971 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3032099.500000 Penalty: 4741.311035
	Iteration 1F: 3 clusters Score -3032100 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -3032419.500000 Penalty: 4741.311035
	Iteration 2F: 3 clusters Score -3032420 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -3032700.000000 Penalty: 4741.311035
	Iteration 3Q: 3 clusters Score -3032700 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3032936.000000 Penalty: 4741.311035
	Iteration 4Q: 3 clusters Score -3032936 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3033170.000000 Penalty: 4741.311035
	Iteration 5Q: 3 clusters Score -3033170 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3033429.500000 Penalty: 4741.311035
	Iteration 6Q: 3 clusters Score -3033430 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3033720.250000 Penalty: 4741.311035
	Iteration 7Q: 3 clusters Score -3033720 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3034054.250000 Penalty: 4741.311035
	Iteration 8Q: 3 clusters Score -3034054 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3034483.750000 Penalty: 4741.311035
	Iteration 9Q: 3 clusters Score -3034484 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3034972.250000 Penalty: 4741.311035
	Iteration 10F: 3 clusters Score -3034972 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3035537.500000 Penalty: 4741.311035
	Iteration 11Q: 3 clusters Score -3035538 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3036032.500000 Penalty: 4741.311035
	Iteration 12Q: 3 clusters Score -3036032 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3036334.750000 Penalty: 4741.311035
	Iteration 13Q: 3 clusters Score -3036335 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3036503.250000 Penalty: 4741.311035
	Iteration 14Q: 3 clusters Score -3036503 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3036605.000000 Penalty: 4741.311035
	Iteration 15Q: 3 clusters Score -3036605 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3036667.750000 Penalty: 4741.311035
	Iteration 16Q: 3 clusters Score -3036668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3036719.500000 Penalty: 4741.311035
	Iteration 17Q: 3 clusters Score -3036720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3036758.500000 Penalty: 4741.311035
	Iteration 18Q: 3 clusters Score -3036758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3036785.750000 Penalty: 4741.311035
	Iteration 19Q: 3 clusters Score -3036786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3036808.250000 Penalty: 4741.311035
	Iteration 20F: 3 clusters Score -3036808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3036825.000000 Penalty: 4741.311035
	Iteration 21Q: 3 clusters Score -3036825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3036834.750000 Penalty: 4741.311035
	Iteration 22Q: 3 clusters Score -3036835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3036835.500000 Penalty: 4741.311035
	Iteration 23Q: 3 clusters Score -3036836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3036847.500000 Penalty: 4741.311035
	Iteration 24Q: 3 clusters Score -3036848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3036846.750000 Penalty: 4741.311035
	Iteration 25Q: 3 clusters Score -3036847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3036849.500000 Penalty: 4741.311035
	Iteration 26Q: 3 clusters Score -3036850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3036849.500000 Penalty: 4741.311035
	Iteration 27F: 3 clusters Score -3036850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -400311.250000 Penalty: 1889.691650
	Iteration 0F: 2 clusters Score -400311.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -397679.937500 Penalty: 3779.383301
	Iteration 0F: 3 clusters Score -397679.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -398156.500000 Penalty: 3779.383301
	Iteration 1F: 3 clusters Score -398156.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -398331.593750 Penalty: 3779.383301
	Iteration 2F: 3 clusters Score -398331.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -398449.187500 Penalty: 3779.383301
	Iteration 3F: 3 clusters Score -398449.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -398527.875000 Penalty: 3779.383301
	Iteration 4Q: 3 clusters Score -398527.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -398588.281250 Penalty: 3779.383301
	Iteration 5Q: 3 clusters Score -398588.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -398647.375000 Penalty: 3779.383301
	Iteration 6Q: 3 clusters Score -398647.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -398684.125000 Penalty: 3779.383301
	Iteration 7Q: 3 clusters Score -398684.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -398720.031250 Penalty: 3779.383301
	Iteration 8Q: 3 clusters Score -398720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -398747.656250 Penalty: 3779.383301
	Iteration 9Q: 3 clusters Score -398747.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -398764.250000 Penalty: 3779.383301
	Iteration 10Q: 3 clusters Score -398764.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -398775.343750 Penalty: 3779.383301
	Iteration 11Q: 3 clusters Score -398775.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -398785.593750 Penalty: 3779.383301
	Iteration 12Q: 3 clusters Score -398785.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -398794.312500 Penalty: 3779.383301
	Iteration 13Q: 3 clusters Score -398794.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -398799.093750 Penalty: 3779.383301
	Iteration 14Q: 3 clusters Score -398799.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -398804.125000 Penalty: 3779.383301
	Iteration 15Q: 3 clusters Score -398804.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -398814.500000 Penalty: 3779.383301
	Iteration 16Q: 3 clusters Score -398814.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -398816.750000 Penalty: 3779.383301
	Iteration 17Q: 3 clusters Score -398816.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -398817.562500 Penalty: 3779.383301
	Iteration 18Q: 3 clusters Score -398817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -398818.937500 Penalty: 3779.383301
	Iteration 19Q: 3 clusters Score -398818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -398821.968750 Penalty: 3779.383301
	Iteration 20F: 3 clusters Score -398822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -398824.468750 Penalty: 3779.383301
	Iteration 21Q: 3 clusters Score -398824.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -398826.562500 Penalty: 3779.383301
	Iteration 22Q: 3 clusters Score -398826.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -398826.156250 Penalty: 3779.383301
	Iteration 23Q: 3 clusters Score -398826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -398826.156250 Penalty: 3779.383301
	Iteration 24F: 3 clusters Score -398826.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Entering Unmasked Estep 
Score: -4084792.000000 Penalty: 2450.319824
	Iteration 0F: 2 clusters Score -4084792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -4071391.750000 Penalty: 4900.639648
	Iteration 0F: 3 clusters Score -4071392 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -4075851.000000 Penalty: 4900.639648
	Iteration 1F: 3 clusters Score -4075851 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -4076204.000000 Penalty: 4900.639648
	Iteration 2F: 3 clusters Score -4076204 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -4076485.500000 Penalty: 4900.639648
	Iteration 3Q: 3 clusters Score -4076486 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -4076710.000000 Penalty: 4900.639648
	Iteration 4Q: 3 clusters Score -4076710 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -4076898.750000 Penalty: 4900.639648
	Iteration 5Q: 3 clusters Score -4076899 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -4077116.750000 Penalty: 4900.639648
	Iteration 6Q: 3 clusters Score -4077117 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -4077393.750000 Penalty: 4900.639648
	Iteration 7Q: 3 clusters Score -4077394 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -4077766.500000 Penalty: 4900.639648
	Iteration 8Q: 3 clusters Score -4077766 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -4078289.500000 Penalty: 4900.639648
	Iteration 9Q: 3 clusters Score -4078290 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4078966.250000 Penalty: 4900.639648
	Iteration 10F: 3 clusters Score -4078966 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -4079814.500000 Penalty: 4900.639648
	Iteration 11F: 3 clusters Score -4079814 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4080711.500000 Penalty: 4900.639648
	Iteration 12F: 3 clusters Score -4080712 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4081418.000000 Penalty: 4900.639648
	Iteration 13Q: 3 clusters Score -4081418 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4081961.750000 Penalty: 4900.639648
	Iteration 14Q: 3 clusters Score -4081962 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4082269.500000 Penalty: 4900.639648
	Iteration 15Q: 3 clusters Score -4082270 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4082432.250000 Penalty: 4900.639648
	Iteration 16Q: 3 clusters Score -4082432 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4082531.000000 Penalty: 4900.639648
	Iteration 17Q: 3 clusters Score -4082531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4082589.500000 Penalty: 4900.639648
	Iteration 18Q: 3 clusters Score -4082590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4082622.000000 Penalty: 4900.639648
	Iteration 19Q: 3 clusters Score -4082622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4082652.500000 Penalty: 4900.639648
	Iteration 20F: 3 clusters Score -4082652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4082679.750000 Penalty: 4900.639648
	Iteration 21Q: 3 clusters Score -4082680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4082701.500000 Penalty: 4900.639648
	Iteration 22Q: 3 clusters Score -4082702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4082715.250000 Penalty: 4900.639648
	Iteration 23Q: 3 clusters Score -4082715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4082731.500000 Penalty: 4900.639648
	Iteration 24Q: 3 clusters Score -4082732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4082738.750000 Penalty: 4900.639648
	Iteration 25Q: 3 clusters Score -4082739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4082745.500000 Penalty: 4900.639648
	Iteration 26Q: 3 clusters Score -4082746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4082756.250000 Penalty: 4900.639648
	Iteration 27Q: 3 clusters Score -4082756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4082754.250000 Penalty: 4900.639648
	Iteration 28Q: 3 clusters Score -4082754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4082763.750000 Penalty: 4900.639648
	Iteration 29Q: 3 clusters Score -4082764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4082765.250000 Penalty: 4900.639648
	Iteration 30Q: 3 clusters Score -4082765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4082765.250000 Penalty: 4900.639648
	Iteration 31F: 3 clusters Score -4082765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -482734.343750 Penalty: 1935.150635
	Iteration 0F: 2 clusters Score -482734.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -479804.125000 Penalty: 3870.301270
	Iteration 0F: 3 clusters Score -479804.1 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -480460.562500 Penalty: 3870.301270
	Iteration 1F: 3 clusters Score -480460.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -480711.000000 Penalty: 3870.301270
	Iteration 2F: 3 clusters Score -480711 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -480916.531250 Penalty: 3870.301270
	Iteration 3F: 3 clusters Score -480916.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -481076.031250 Penalty: 3870.301270
	Iteration 4F: 3 clusters Score -481076 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -481184.437500 Penalty: 3870.301270
	Iteration 5Q: 3 clusters Score -481184.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -481261.343750 Penalty: 3870.301270
	Iteration 6Q: 3 clusters Score -481261.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -481305.218750 Penalty: 3870.301270
	Iteration 7Q: 3 clusters Score -481305.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -481344.687500 Penalty: 3870.301270
	Iteration 8Q: 3 clusters Score -481344.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -481374.156250 Penalty: 3870.301270
	Iteration 9Q: 3 clusters Score -481374.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -481398.437500 Penalty: 3870.301270
	Iteration 10Q: 3 clusters Score -481398.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -481411.625000 Penalty: 3870.301270
	Iteration 11Q: 3 clusters Score -481411.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -481421.843750 Penalty: 3870.301270
	Iteration 12Q: 3 clusters Score -481421.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -481432.687500 Penalty: 3870.301270
	Iteration 13Q: 3 clusters Score -481432.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -481443.343750 Penalty: 3870.301270
	Iteration 14Q: 3 clusters Score -481443.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -481453.125000 Penalty: 3870.301270
	Iteration 15Q: 3 clusters Score -481453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -481462.875000 Penalty: 3870.301270
	Iteration 16Q: 3 clusters Score -481462.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -481469.812500 Penalty: 3870.301270
	Iteration 17Q: 3 clusters Score -481469.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -481477.125000 Penalty: 3870.301270
	Iteration 18Q: 3 clusters Score -481477.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -481481.437500 Penalty: 3870.301270
	Iteration 19Q: 3 clusters Score -481481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -481484.281250 Penalty: 3870.301270
	Iteration 20F: 3 clusters Score -481484.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -481489.937500 Penalty: 3870.301270
	Iteration 21Q: 3 clusters Score -481489.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -481496.187500 Penalty: 3870.301270
	Iteration 22Q: 3 clusters Score -481496.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -481503.906250 Penalty: 3870.301270
	Iteration 23Q: 3 clusters Score -481503.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -481513.000000 Penalty: 3870.301270
	Iteration 24Q: 3 clusters Score -481513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -481518.656250 Penalty: 3870.301270
	Iteration 25Q: 3 clusters Score -481518.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -481523.156250 Penalty: 3870.301270
	Iteration 26Q: 3 clusters Score -481523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -481525.875000 Penalty: 3870.301270
	Iteration 27Q: 3 clusters Score -481525.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -481528.375000 Penalty: 3870.301270
	Iteration 28Q: 3 clusters Score -481528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -481529.937500 Penalty: 3870.301270
	Iteration 29Q: 3 clusters Score -481529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -481531.156250 Penalty: 3870.301270
	Iteration 30Q: 3 clusters Score -481531.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -481531.156250 Penalty: 3870.301270
	Iteration 31F: 3 clusters Score -481531.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Entering Unmasked Estep 
Score: -839651.312500 Penalty: 2074.686768
	Iteration 0F: 2 clusters Score -839651.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -835586.250000 Penalty: 4149.373535
	Iteration 0F: 3 clusters Score -835586.2 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -836515.750000 Penalty: 4149.373535
	Iteration 1F: 3 clusters Score -836515.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -836720.875000 Penalty: 4149.373535
	Iteration 2F: 3 clusters Score -836720.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -836838.937500 Penalty: 4149.373535
	Iteration 3Q: 3 clusters Score -836838.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -836926.937500 Penalty: 4149.373535
	Iteration 4Q: 3 clusters Score -836926.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -837010.000000 Penalty: 4149.373535
	Iteration 5Q: 3 clusters Score -837010 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -837085.500000 Penalty: 4149.373535
	Iteration 6Q: 3 clusters Score -837085.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -837156.562500 Penalty: 4149.373535
	Iteration 7Q: 3 clusters Score -837156.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -837231.812500 Penalty: 4149.373535
	Iteration 8Q: 3 clusters Score -837231.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -837289.437500 Penalty: 4149.373535
	Iteration 9Q: 3 clusters Score -837289.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -837342.187500 Penalty: 4149.373535
	Iteration 10Q: 3 clusters Score -837342.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -837397.437500 Penalty: 4149.373535
	Iteration 11Q: 3 clusters Score -837397.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -837444.687500 Penalty: 4149.373535
	Iteration 12Q: 3 clusters Score -837444.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -837499.375000 Penalty: 4149.373535
	Iteration 13Q: 3 clusters Score -837499.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -837549.687500 Penalty: 4149.373535
	Iteration 14Q: 3 clusters Score -837549.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -837601.375000 Penalty: 4149.373535
	Iteration 15Q: 3 clusters Score -837601.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -837641.687500 Penalty: 4149.373535
	Iteration 16Q: 3 clusters Score -837641.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -837670.812500 Penalty: 4149.373535
	Iteration 17Q: 3 clusters Score -837670.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -837708.562500 Penalty: 4149.373535
	Iteration 18Q: 3 clusters Score -837708.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -837749.125000 Penalty: 4149.373535
	Iteration 19Q: 3 clusters Score -837749.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -837777.250000 Penalty: 4149.373535
	Iteration 20F: 3 clusters Score -837777.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -837801.187500 Penalty: 4149.373535
	Iteration 21Q: 3 clusters Score -837801.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -837823.125000 Penalty: 4149.373535
	Iteration 22Q: 3 clusters Score -837823.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -837843.875000 Penalty: 4149.373535
	Iteration 23Q: 3 clusters Score -837843.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -837862.687500 Penalty: 4149.373535
	Iteration 24Q: 3 clusters Score -837862.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -837881.562500 Penalty: 4149.373535
	Iteration 25Q: 3 clusters Score -837881.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -837909.437500 Penalty: 4149.373535
	Iteration 26Q: 3 clusters Score -837909.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -837943.437500 Penalty: 4149.373535
	Iteration 27Q: 3 clusters Score -837943.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -837970.437500 Penalty: 4149.373535
	Iteration 28Q: 3 clusters Score -837970.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -837995.937500 Penalty: 4149.373535
	Iteration 29Q: 3 clusters Score -837995.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -838017.125000 Penalty: 4149.373535
	Iteration 30Q: 3 clusters Score -838017.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -838026.625000 Penalty: 4149.373535
	Iteration 31Q: 3 clusters Score -838026.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -838032.437500 Penalty: 4149.373535
	Iteration 32Q: 3 clusters Score -838032.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -838043.562500 Penalty: 4149.373535
	Iteration 33Q: 3 clusters Score -838043.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -838051.500000 Penalty: 4149.373535
	Iteration 34Q: 3 clusters Score -838051.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -838059.562500 Penalty: 4149.373535
	Iteration 35Q: 3 clusters Score -838059.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -838062.250000 Penalty: 4149.373535
	Iteration 36Q: 3 clusters Score -838062.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -838061.812500 Penalty: 4149.373535
	Iteration 37Q: 3 clusters Score -838061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -838062.437500 Penalty: 4149.373535
	Iteration 38Q: 3 clusters Score -838062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -838062.937500 Penalty: 4149.373535
	Iteration 39Q: 3 clusters Score -838062.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -838064.750000 Penalty: 4149.373535
	Iteration 40F: 3 clusters Score -838064.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Entering Unmasked Estep 
Score: -1363526.125000 Penalty: 2192.320312
	Iteration 0F: 2 clusters Score -1363526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1357766.125000 Penalty: 4384.640625
	Iteration 0F: 3 clusters Score -1357766 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1359230.750000 Penalty: 4384.640625
	Iteration 1F: 3 clusters Score -1359231 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1359477.250000 Penalty: 4384.640625
	Iteration 2F: 3 clusters Score -1359477 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1359646.625000 Penalty: 4384.640625
	Iteration 3F: 3 clusters Score -1359647 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1359761.625000 Penalty: 4384.640625
	Iteration 4Q: 3 clusters Score -1359762 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1359853.250000 Penalty: 4384.640625
	Iteration 5Q: 3 clusters Score -1359853 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1359915.375000 Penalty: 4384.640625
	Iteration 6Q: 3 clusters Score -1359915 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1359969.625000 Penalty: 4384.640625
	Iteration 7Q: 3 clusters Score -1359970 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1360029.000000 Penalty: 4384.640625
	Iteration 8Q: 3 clusters Score -1360029 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1360096.500000 Penalty: 4384.640625
	Iteration 9Q: 3 clusters Score -1360096 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1360148.750000 Penalty: 4384.640625
	Iteration 10Q: 3 clusters Score -1360149 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1360194.500000 Penalty: 4384.640625
	Iteration 11Q: 3 clusters Score -1360194 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1360237.375000 Penalty: 4384.640625
	Iteration 12Q: 3 clusters Score -1360237 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1360277.625000 Penalty: 4384.640625
	Iteration 13Q: 3 clusters Score -1360278 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1360338.250000 Penalty: 4384.640625
	Iteration 14Q: 3 clusters Score -1360338 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1360405.375000 Penalty: 4384.640625
	Iteration 15Q: 3 clusters Score -1360405 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1360467.125000 Penalty: 4384.640625
	Iteration 16Q: 3 clusters Score -1360467 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1360541.375000 Penalty: 4384.640625
	Iteration 17Q: 3 clusters Score -1360541 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1360615.500000 Penalty: 4384.640625
	Iteration 18Q: 3 clusters Score -1360616 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1360689.000000 Penalty: 4384.640625
	Iteration 19Q: 3 clusters Score -1360689 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1360769.125000 Penalty: 4384.640625
	Iteration 20F: 3 clusters Score -1360769 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1360858.125000 Penalty: 4384.640625
	Iteration 21Q: 3 clusters Score -1360858 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1360929.250000 Penalty: 4384.640625
	Iteration 22Q: 3 clusters Score -1360929 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1361004.000000 Penalty: 4384.640625
	Iteration 23Q: 3 clusters Score -1361004 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1361077.375000 Penalty: 4384.640625
	Iteration 24Q: 3 clusters Score -1361077 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1361133.875000 Penalty: 4384.640625
	Iteration 25Q: 3 clusters Score -1361134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1361189.000000 Penalty: 4384.640625
	Iteration 26Q: 3 clusters Score -1361189 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1361240.625000 Penalty: 4384.640625
	Iteration 27Q: 3 clusters Score -1361241 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1361278.875000 Penalty: 4384.640625
	Iteration 28Q: 3 clusters Score -1361279 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1361308.375000 Penalty: 4384.640625
	Iteration 29Q: 3 clusters Score -1361308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1361337.375000 Penalty: 4384.640625
	Iteration 30Q: 3 clusters Score -1361337 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1361361.625000 Penalty: 4384.640625
	Iteration 31Q: 3 clusters Score -1361362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1361384.750000 Penalty: 4384.640625
	Iteration 32Q: 3 clusters Score -1361385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1361419.125000 Penalty: 4384.640625
	Iteration 33Q: 3 clusters Score -1361419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1361445.375000 Penalty: 4384.640625
	Iteration 34Q: 3 clusters Score -1361445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1361463.375000 Penalty: 4384.640625
	Iteration 35Q: 3 clusters Score -1361463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1361484.750000 Penalty: 4384.640625
	Iteration 36Q: 3 clusters Score -1361485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1361492.125000 Penalty: 4384.640625
	Iteration 37Q: 3 clusters Score -1361492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1361499.250000 Penalty: 4384.640625
	Iteration 38Q: 3 clusters Score -1361499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1361506.125000 Penalty: 4384.640625
	Iteration 39Q: 3 clusters Score -1361506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1361512.750000 Penalty: 4384.640625
	Iteration 40F: 3 clusters Score -1361513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1361521.375000 Penalty: 4384.640625
	Iteration 41Q: 3 clusters Score -1361521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1361532.000000 Penalty: 4384.640625
	Iteration 42Q: 3 clusters Score -1361532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1361543.375000 Penalty: 4384.640625
	Iteration 43Q: 3 clusters Score -1361543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1361553.000000 Penalty: 4384.640625
	Iteration 44Q: 3 clusters Score -1361553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1361566.250000 Penalty: 4384.640625
	Iteration 45Q: 3 clusters Score -1361566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1361571.625000 Penalty: 4384.640625
	Iteration 46Q: 3 clusters Score -1361572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1361570.125000 Penalty: 4384.640625
	Iteration 47Q: 3 clusters Score -1361570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1361571.875000 Penalty: 4384.640625
	Iteration 48Q: 3 clusters Score -1361572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1361574.625000 Penalty: 4384.640625
	Iteration 49Q: 3 clusters Score -1361575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1361576.000000 Penalty: 4384.640625
	Iteration 50Q: 3 clusters Score -1361576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1361576.125000 Penalty: 4384.640625
	Iteration 51Q: 3 clusters Score -1361576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1361576.125000 Penalty: 4384.640625
	Iteration 52F: 3 clusters Score -1361576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -408478.062500 Penalty: 1913.239990
	Iteration 0F: 2 clusters Score -408478.1 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 1061 members 
Entering Unmasked Estep 
Score: -405714.906250 Penalty: 3826.479980
	Iteration 0F: 3 clusters Score -405714.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -406311.625000 Penalty: 3826.479980
	Iteration 1F: 3 clusters Score -406311.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -406612.000000 Penalty: 3826.479980
	Iteration 2F: 3 clusters Score -406612 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -406830.875000 Penalty: 3826.479980
	Iteration 3F: 3 clusters Score -406830.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -406983.937500 Penalty: 3826.479980
	Iteration 4F: 3 clusters Score -406983.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -407096.437500 Penalty: 3826.479980
	Iteration 5Q: 3 clusters Score -407096.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -407174.718750 Penalty: 3826.479980
	Iteration 6Q: 3 clusters Score -407174.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -407239.406250 Penalty: 3826.479980
	Iteration 7Q: 3 clusters Score -407239.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -407287.937500 Penalty: 3826.479980
	Iteration 8Q: 3 clusters Score -407287.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -407324.531250 Penalty: 3826.479980
	Iteration 9Q: 3 clusters Score -407324.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -407356.781250 Penalty: 3826.479980
	Iteration 10Q: 3 clusters Score -407356.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -407386.093750 Penalty: 3826.479980
	Iteration 11Q: 3 clusters Score -407386.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -407403.937500 Penalty: 3826.479980
	Iteration 12Q: 3 clusters Score -407403.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -407423.625000 Penalty: 3826.479980
	Iteration 13Q: 3 clusters Score -407423.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -407440.625000 Penalty: 3826.479980
	Iteration 14Q: 3 clusters Score -407440.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -407452.625000 Penalty: 3826.479980
	Iteration 15Q: 3 clusters Score -407452.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -407459.500000 Penalty: 3826.479980
	Iteration 16Q: 3 clusters Score -407459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -407462.375000 Penalty: 3826.479980
	Iteration 17Q: 3 clusters Score -407462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -407465.281250 Penalty: 3826.479980
	Iteration 18Q: 3 clusters Score -407465.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -407469.781250 Penalty: 3826.479980
	Iteration 19Q: 3 clusters Score -407469.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -407473.656250 Penalty: 3826.479980
	Iteration 20F: 3 clusters Score -407473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -407475.906250 Penalty: 3826.479980
	Iteration 21Q: 3 clusters Score -407475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -407476.218750 Penalty: 3826.479980
	Iteration 22Q: 3 clusters Score -407476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -407477.812500 Penalty: 3826.479980
	Iteration 23Q: 3 clusters Score -407477.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -407477.812500 Penalty: 3826.479980
	Iteration 24F: 3 clusters Score -407477.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -157617.093750 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -157617.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -155754.968750 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -155755 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -156148.437500 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -156148.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -156355.687500 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -156355.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -156464.843750 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -156464.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -156570.203125 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -156570.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -156712.531250 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -156712.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -156826.781250 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -156826.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -156909.125000 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -156909.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -156974.796875 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -156974.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -157011.375000 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -157011.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157051.843750 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -157051.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -157100.796875 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -157100.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -157158.156250 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -157158.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -157239.390625 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -157239.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -157301.359375 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -157301.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -157331.828125 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -157331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -157353.875000 Penalty: 3404.964355
	Iteration 16Q: 3 clusters Score -157353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -157358.062500 Penalty: 3404.964355
	Iteration 17Q: 3 clusters Score -157358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -157362.828125 Penalty: 3404.964355
	Iteration 18Q: 3 clusters Score -157362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -157368.312500 Penalty: 3404.964355
	Iteration 19Q: 3 clusters Score -157368.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -157369.187500 Penalty: 3404.964355
	Iteration 20F: 3 clusters Score -157369.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -134291.968750 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -134292 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 372 members 
Entering Unmasked Estep 
Score: -132586.187500 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -132586.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -132868.421875 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -132868.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -133074.281250 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -133074.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -133347.140625 Penalty: 3276.898682
	Iteration 3F: 3 clusters Score -133347.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -133705.812500 Penalty: 3276.898682
	Iteration 4F: 3 clusters Score -133705.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -133873.734375 Penalty: 3276.898682
	Iteration 5F: 3 clusters Score -133873.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -133972.109375 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -133972.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -134040.109375 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -134040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -134072.890625 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -134072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -134092.109375 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -134092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -134104.671875 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -134104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -134108.750000 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -134108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -134110.437500 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -134110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -134110.437500 Penalty: 3276.898682
	Iteration 13F: 3 clusters Score -134110.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -337812.812500 Penalty: 1881.275635
	Iteration 0F: 2 clusters Score -337812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -335279.937500 Penalty: 3762.551270
	Iteration 0F: 3 clusters Score -335279.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -336072.625000 Penalty: 3762.551270
	Iteration 1F: 3 clusters Score -336072.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -336534.531250 Penalty: 3762.551270
	Iteration 2F: 3 clusters Score -336534.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -337070.812500 Penalty: 3762.551270
	Iteration 3F: 3 clusters Score -337070.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -337466.843750 Penalty: 3762.551270
	Iteration 4F: 3 clusters Score -337466.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -337760.875000 Penalty: 3762.551270
	Iteration 5F: 3 clusters Score -337760.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -337990.625000 Penalty: 3762.551270
	Iteration 6F: 3 clusters Score -337990.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -338137.968750 Penalty: 3762.551270
	Iteration 7Q: 3 clusters Score -338138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -338200.468750 Penalty: 3762.551270
	Iteration 8Q: 3 clusters Score -338200.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -338231.343750 Penalty: 3762.551270
	Iteration 9Q: 3 clusters Score -338231.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -338241.250000 Penalty: 3762.551270
	Iteration 10Q: 3 clusters Score -338241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -338244.937500 Penalty: 3762.551270
	Iteration 11Q: 3 clusters Score -338244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -338246.156250 Penalty: 3762.551270
	Iteration 12Q: 3 clusters Score -338246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -338247.031250 Penalty: 3762.551270
	Iteration 13Q: 3 clusters Score -338247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -338247.031250 Penalty: 3762.551270
	Iteration 14F: 3 clusters Score -338247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 18835 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3958 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 30322 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15151 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8211 members 
Mstep: Class 19 contains 39205 members 
Mstep: Class 20 contains 8200 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4858 members 
Mstep: Class 27 contains 23134 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14173 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 19542 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 4297 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 892 members 
Mstep: Class 40 contains 13676 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15607 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2429 members 
Mstep: Class 49 contains 34711 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16216 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 38867 members 
Mstep: Class 55 contains 23706 members 
Mstep: Class 56 contains 27127 members 
Mstep: Class 57 contains 1078 members 
Entering Unmasked Estep 
Score: -84243096.000000 Penalty: 183523.656250
Splitting cluster 39 changes total score from -84244648.000000 to -84243096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (13676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Entering Unmasked Estep 
Score: -2704959.250000 Penalty: 2361.802490
	Iteration 0F: 2 clusters Score -2704959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2695131.750000 Penalty: 4723.604980
	Iteration 0F: 3 clusters Score -2695132 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2698140.500000 Penalty: 4723.604980
	Iteration 1F: 3 clusters Score -2698140 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2698476.250000 Penalty: 4723.604980
	Iteration 2F: 3 clusters Score -2698476 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2698700.750000 Penalty: 4723.604980
	Iteration 3Q: 3 clusters Score -2698701 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2698880.250000 Penalty: 4723.604980
	Iteration 4Q: 3 clusters Score -2698880 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2699017.750000 Penalty: 4723.604980
	Iteration 5Q: 3 clusters Score -2699018 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2699134.000000 Penalty: 4723.604980
	Iteration 6Q: 3 clusters Score -2699134 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2699227.750000 Penalty: 4723.604980
	Iteration 7Q: 3 clusters Score -2699228 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2699332.000000 Penalty: 4723.604980
	Iteration 8Q: 3 clusters Score -2699332 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2699457.000000 Penalty: 4723.604980
	Iteration 9Q: 3 clusters Score -2699457 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2699585.500000 Penalty: 4723.604980
	Iteration 10Q: 3 clusters Score -2699586 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2699763.250000 Penalty: 4723.604980
	Iteration 11Q: 3 clusters Score -2699763 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2699947.500000 Penalty: 4723.604980
	Iteration 12Q: 3 clusters Score -2699948 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2700167.000000 Penalty: 4723.604980
	Iteration 13Q: 3 clusters Score -2700167 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2700450.000000 Penalty: 4723.604980
	Iteration 14Q: 3 clusters Score -2700450 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2700751.500000 Penalty: 4723.604980
	Iteration 15Q: 3 clusters Score -2700752 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2701099.250000 Penalty: 4723.604980
	Iteration 16Q: 3 clusters Score -2701099 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2701437.250000 Penalty: 4723.604980
	Iteration 17Q: 3 clusters Score -2701437 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2701741.250000 Penalty: 4723.604980
	Iteration 18Q: 3 clusters Score -2701741 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2702062.750000 Penalty: 4723.604980
	Iteration 19Q: 3 clusters Score -2702063 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2702347.500000 Penalty: 4723.604980
	Iteration 20F: 3 clusters Score -2702348 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2702501.500000 Penalty: 4723.604980
	Iteration 21Q: 3 clusters Score -2702502 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2702605.500000 Penalty: 4723.604980
	Iteration 22Q: 3 clusters Score -2702606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2702663.750000 Penalty: 4723.604980
	Iteration 23Q: 3 clusters Score -2702664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2702711.750000 Penalty: 4723.604980
	Iteration 24Q: 3 clusters Score -2702712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2702753.750000 Penalty: 4723.604980
	Iteration 25Q: 3 clusters Score -2702754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2702771.250000 Penalty: 4723.604980
	Iteration 26Q: 3 clusters Score -2702771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2702782.250000 Penalty: 4723.604980
	Iteration 27Q: 3 clusters Score -2702782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2702788.500000 Penalty: 4723.604980
	Iteration 28Q: 3 clusters Score -2702788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2702795.250000 Penalty: 4723.604980
	Iteration 29Q: 3 clusters Score -2702795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2702798.500000 Penalty: 4723.604980
	Iteration 30Q: 3 clusters Score -2702798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2702798.250000 Penalty: 4723.604980
	Iteration 31Q: 3 clusters Score -2702798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2702796.250000 Penalty: 4723.604980
	Iteration 32Q: 3 clusters Score -2702796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2702804.000000 Penalty: 4723.604980
	Iteration 33Q: 3 clusters Score -2702804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2702805.000000 Penalty: 4723.604980
	Iteration 34Q: 3 clusters Score -2702805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2702815.250000 Penalty: 4723.604980
	Iteration 35Q: 3 clusters Score -2702815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2702818.250000 Penalty: 4723.604980
	Iteration 36Q: 3 clusters Score -2702818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2702815.750000 Penalty: 4723.604980
	Iteration 37Q: 3 clusters Score -2702816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2702818.750000 Penalty: 4723.604980
	Iteration 38Q: 3 clusters Score -2702819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2702819.250000 Penalty: 4723.604980
	Iteration 39Q: 3 clusters Score -2702819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2702819.250000 Penalty: 4723.604980
	Iteration 40F: 3 clusters Score -2702819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2702821.000000 Penalty: 4723.604980
	Iteration 41Q: 3 clusters Score -2702821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2702822.000000 Penalty: 4723.604980
	Iteration 42Q: 3 clusters Score -2702822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2702825.500000 Penalty: 4723.604980
	Iteration 43Q: 3 clusters Score -2702826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2702825.500000 Penalty: 4723.604980
	Iteration 44F: 3 clusters Score -2702826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -25634.503906 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -25634.5 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 113 members 
Entering Unmasked Estep 
Score: -24619.937500 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -24619.94 nChanged 45
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: -24813.455078 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -24813.46 nChanged 20
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: -24927.666016 Penalty: 2710.060547
	Iteration 2F: 3 clusters Score -24927.67 nChanged 7
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: -24967.279297 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -24967.28 nChanged 4
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: -24988.783203 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -24988.78 nChanged 0
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: -24988.783203 Penalty: 2710.060547
	Iteration 5F: 3 clusters Score -24988.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -65033.003906 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -65033 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 227 members 
Entering Unmasked Estep 
Score: -63675.406250 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -63675.41 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63908.109375 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -63908.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63988.507812 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -63988.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64034.726562 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -64034.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64082.550781 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -64082.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64109.527344 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -64109.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64125.109375 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -64125.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64126.355469 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -64126.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64126.355469 Penalty: 3032.386475
	Iteration 8F: 3 clusters Score -64126.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Entering Unmasked Estep 
Score: -3344194.500000 Penalty: 2394.557617
	Iteration 0F: 2 clusters Score -3344194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3333560.000000 Penalty: 4789.115234
	Iteration 0F: 3 clusters Score -3333560 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3337263.250000 Penalty: 4789.115234
	Iteration 1F: 3 clusters Score -3337263 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -3337727.000000 Penalty: 4789.115234
	Iteration 2F: 3 clusters Score -3337727 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -3338180.500000 Penalty: 4789.115234
	Iteration 3F: 3 clusters Score -3338180 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -3338677.750000 Penalty: 4789.115234
	Iteration 4F: 3 clusters Score -3338678 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -3339267.500000 Penalty: 4789.115234
	Iteration 5F: 3 clusters Score -3339268 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3339991.000000 Penalty: 4789.115234
	Iteration 6F: 3 clusters Score -3339991 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3340828.500000 Penalty: 4789.115234
	Iteration 7F: 3 clusters Score -3340828 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3341624.000000 Penalty: 4789.115234
	Iteration 8F: 3 clusters Score -3341624 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3342212.750000 Penalty: 4789.115234
	Iteration 9Q: 3 clusters Score -3342213 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3342625.250000 Penalty: 4789.115234
	Iteration 10Q: 3 clusters Score -3342625 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3342782.000000 Penalty: 4789.115234
	Iteration 11Q: 3 clusters Score -3342782 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3342870.500000 Penalty: 4789.115234
	Iteration 12Q: 3 clusters Score -3342870 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3342916.000000 Penalty: 4789.115234
	Iteration 13Q: 3 clusters Score -3342916 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3342930.750000 Penalty: 4789.115234
	Iteration 14Q: 3 clusters Score -3342931 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3342960.000000 Penalty: 4789.115234
	Iteration 15Q: 3 clusters Score -3342960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -3342960.500000 Penalty: 4789.115234
	Iteration 16Q: 3 clusters Score -3342960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -3342965.000000 Penalty: 4789.115234
	Iteration 17Q: 3 clusters Score -3342965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3342974.750000 Penalty: 4789.115234
	Iteration 18Q: 3 clusters Score -3342975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -3342976.500000 Penalty: 4789.115234
	Iteration 19Q: 3 clusters Score -3342976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3342980.750000 Penalty: 4789.115234
	Iteration 20F: 3 clusters Score -3342981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3342982.250000 Penalty: 4789.115234
	Iteration 21Q: 3 clusters Score -3342982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3342982.500000 Penalty: 4789.115234
	Iteration 22Q: 3 clusters Score -3342982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3342985.250000 Penalty: 4789.115234
	Iteration 23Q: 3 clusters Score -3342985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3342982.000000 Penalty: 4789.115234
	Iteration 24Q: 3 clusters Score -3342982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3342983.750000 Penalty: 4789.115234
	Iteration 25Q: 3 clusters Score -3342984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3342977.000000 Penalty: 4789.115234
	Iteration 26Q: 3 clusters Score -3342977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3342985.500000 Penalty: 4789.115234
	Iteration 27Q: 3 clusters Score -3342986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3342985.500000 Penalty: 4789.115234
	Iteration 28F: 3 clusters Score -3342986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -168938.015625 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -168938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -167067.921875 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -167067.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -167437.171875 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -167437.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -167632.000000 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -167632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -167786.843750 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -167786.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -167830.484375 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -167830.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -167867.953125 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -167868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -167890.500000 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -167890.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -167904.343750 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -167904.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -167914.906250 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -167914.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -167921.718750 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -167921.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -167925.656250 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -167925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -167929.171875 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -167929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -167936.203125 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -167936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -167940.031250 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -167940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -167941.968750 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -167942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -167941.968750 Penalty: 3399.759766
	Iteration 15F: 3 clusters Score -167942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38031.203125 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36935.738281 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36935.74 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37156.781250 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37156.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37217.625000 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -37217.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37264.847656 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37264.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37306.503906 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37306.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37338.871094 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -37338.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37342.359375 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -37342.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37346.738281 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -37346.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37346.738281 Penalty: 2778.651123
	Iteration 8F: 3 clusters Score -37346.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -82879.351562 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -82879.35 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 256 members 
Entering Unmasked Estep 
Score: -81394.539062 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -81394.54 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81739.062500 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -81739.06 nChanged 46
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: -81888.984375 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -81888.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81940.406250 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -81940.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -82013.148438 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -82013.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -82105.234375 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -82105.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82184.117188 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -82184.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82248.734375 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -82248.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82346.804688 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -82346.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82416.609375 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -82416.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82451.578125 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -82451.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82508.218750 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -82508.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82531.687500 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -82531.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -82540.984375 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -82540.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82544.390625 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -82544.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82550.328125 Penalty: 3126.099121
	Iteration 15F: 3 clusters Score -82550.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -82573.015625 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -82573.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82576.984375 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -82576.98 nChanged 1
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: -82578.484375 Penalty: 3126.099121
	Iteration 18Q: 3 clusters Score -82578.48 nChanged 0
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: -82578.484375 Penalty: 3126.099121
	Iteration 19F: 3 clusters Score -82578.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -96267.367188 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -96267.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -94761.007812 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -94761.01 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -94956.632812 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -94956.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -95052.921875 Penalty: 3105.699951
	Iteration 2F: 3 clusters Score -95052.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -95090.304688 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -95090.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -95105.687500 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -95105.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -95111.125000 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -95111.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -95117.671875 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -95117.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -95117.671875 Penalty: 3105.699951
	Iteration 7F: 3 clusters Score -95117.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -470178.218750 Penalty: 1933.218262
	Iteration 0F: 2 clusters Score -470178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -467276.218750 Penalty: 3866.436523
	Iteration 0F: 3 clusters Score -467276.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -467799.687500 Penalty: 3866.436523
	Iteration 1F: 3 clusters Score -467799.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -467913.562500 Penalty: 3866.436523
	Iteration 2F: 3 clusters Score -467913.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -467981.531250 Penalty: 3866.436523
	Iteration 3Q: 3 clusters Score -467981.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -468048.843750 Penalty: 3866.436523
	Iteration 4Q: 3 clusters Score -468048.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -468099.312500 Penalty: 3866.436523
	Iteration 5Q: 3 clusters Score -468099.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -468129.906250 Penalty: 3866.436523
	Iteration 6Q: 3 clusters Score -468129.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -468159.250000 Penalty: 3866.436523
	Iteration 7Q: 3 clusters Score -468159.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -468177.031250 Penalty: 3866.436523
	Iteration 8Q: 3 clusters Score -468177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -468189.031250 Penalty: 3866.436523
	Iteration 9Q: 3 clusters Score -468189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -468203.812500 Penalty: 3866.436523
	Iteration 10Q: 3 clusters Score -468203.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -468214.375000 Penalty: 3866.436523
	Iteration 11Q: 3 clusters Score -468214.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -468219.000000 Penalty: 3866.436523
	Iteration 12Q: 3 clusters Score -468219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -468222.062500 Penalty: 3866.436523
	Iteration 13Q: 3 clusters Score -468222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -468224.843750 Penalty: 3866.436523
	Iteration 14Q: 3 clusters Score -468224.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -468227.500000 Penalty: 3866.436523
	Iteration 15Q: 3 clusters Score -468227.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -468229.687500 Penalty: 3866.436523
	Iteration 16Q: 3 clusters Score -468229.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -468233.750000 Penalty: 3866.436523
	Iteration 17Q: 3 clusters Score -468233.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -468236.000000 Penalty: 3866.436523
	Iteration 18Q: 3 clusters Score -468236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -468237.531250 Penalty: 3866.436523
	Iteration 19Q: 3 clusters Score -468237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -468238.906250 Penalty: 3866.436523
	Iteration 20F: 3 clusters Score -468238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -468242.312500 Penalty: 3866.436523
	Iteration 21Q: 3 clusters Score -468242.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -468245.218750 Penalty: 3866.436523
	Iteration 22Q: 3 clusters Score -468245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -468247.875000 Penalty: 3866.436523
	Iteration 23Q: 3 clusters Score -468247.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -468250.718750 Penalty: 3866.436523
	Iteration 24Q: 3 clusters Score -468250.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -468254.750000 Penalty: 3866.436523
	Iteration 25Q: 3 clusters Score -468254.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -468257.781250 Penalty: 3866.436523
	Iteration 26Q: 3 clusters Score -468257.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -468260.093750 Penalty: 3866.436523
	Iteration 27Q: 3 clusters Score -468260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -468261.031250 Penalty: 3866.436523
	Iteration 28Q: 3 clusters Score -468261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -468265.656250 Penalty: 3866.436523
	Iteration 29Q: 3 clusters Score -468265.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -468266.781250 Penalty: 3866.436523
	Iteration 30Q: 3 clusters Score -468266.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -468267.531250 Penalty: 3866.436523
	Iteration 31Q: 3 clusters Score -468267.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -468267.937500 Penalty: 3866.436523
	Iteration 32Q: 3 clusters Score -468267.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -468267.937500 Penalty: 3866.436523
	Iteration 33F: 3 clusters Score -468267.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (34711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Entering Unmasked Estep 
Score: -6770425.000000 Penalty: 2592.793457
	Iteration 0F: 2 clusters Score -6770425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -6748749.000000 Penalty: 5185.586914
	Iteration 0F: 3 clusters Score -6748749 nChanged 15672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -6757230.000000 Penalty: 5185.586914
	Iteration 1F: 3 clusters Score -6757230 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -6757811.000000 Penalty: 5185.586914
	Iteration 2Q: 3 clusters Score -6757811 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -6758414.500000 Penalty: 5185.586914
	Iteration 3Q: 3 clusters Score -6758414 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -6759017.500000 Penalty: 5185.586914
	Iteration 4Q: 3 clusters Score -6759018 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -6759763.500000 Penalty: 5185.586914
	Iteration 5Q: 3 clusters Score -6759764 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -6760790.000000 Penalty: 5185.586914
	Iteration 6F: 3 clusters Score -6760790 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -6762284.000000 Penalty: 5185.586914
	Iteration 7F: 3 clusters Score -6762284 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -6764038.000000 Penalty: 5185.586914
	Iteration 8F: 3 clusters Score -6764038 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -6765591.000000 Penalty: 5185.586914
	Iteration 9F: 3 clusters Score -6765591 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -6766667.500000 Penalty: 5185.586914
	Iteration 10Q: 3 clusters Score -6766668 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6767355.500000 Penalty: 5185.586914
	Iteration 11Q: 3 clusters Score -6767356 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6767785.000000 Penalty: 5185.586914
	Iteration 12Q: 3 clusters Score -6767785 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6767938.500000 Penalty: 5185.586914
	Iteration 13Q: 3 clusters Score -6767938 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6768025.000000 Penalty: 5185.586914
	Iteration 14Q: 3 clusters Score -6768025 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6768124.000000 Penalty: 5185.586914
	Iteration 15Q: 3 clusters Score -6768124 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6768178.500000 Penalty: 5185.586914
	Iteration 16Q: 3 clusters Score -6768178 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6768207.500000 Penalty: 5185.586914
	Iteration 17Q: 3 clusters Score -6768208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6768247.500000 Penalty: 5185.586914
	Iteration 18Q: 3 clusters Score -6768248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6768268.000000 Penalty: 5185.586914
	Iteration 19Q: 3 clusters Score -6768268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6768286.500000 Penalty: 5185.586914
	Iteration 20F: 3 clusters Score -6768286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6768296.500000 Penalty: 5185.586914
	Iteration 21Q: 3 clusters Score -6768296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6768309.000000 Penalty: 5185.586914
	Iteration 22Q: 3 clusters Score -6768309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6768316.500000 Penalty: 5185.586914
	Iteration 23Q: 3 clusters Score -6768316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6768331.000000 Penalty: 5185.586914
	Iteration 24Q: 3 clusters Score -6768331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6768343.500000 Penalty: 5185.586914
	Iteration 25Q: 3 clusters Score -6768344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6768343.500000 Penalty: 5185.586914
	Iteration 26Q: 3 clusters Score -6768344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6768348.500000 Penalty: 5185.586914
	Iteration 27Q: 3 clusters Score -6768348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6768345.500000 Penalty: 5185.586914
	Iteration 28Q: 3 clusters Score -6768346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6768352.500000 Penalty: 5185.586914
	Iteration 29Q: 3 clusters Score -6768352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6768349.500000 Penalty: 5185.586914
	Iteration 30Q: 3 clusters Score -6768350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6768348.500000 Penalty: 5185.586914
	Iteration 31Q: 3 clusters Score -6768348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6768353.000000 Penalty: 5185.586914
	Iteration 32Q: 3 clusters Score -6768353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6768353.000000 Penalty: 5185.586914
	Iteration 33F: 3 clusters Score -6768353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -17186.345703 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -17186.35 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 113 members 
Entering Unmasked Estep 
Score: -16248.574219 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -16248.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16379.967773 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -16379.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16437.978516 Penalty: 2677.488770
	Iteration 2F: 3 clusters Score -16437.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16458.548828 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -16458.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16464.199219 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -16464.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16464.199219 Penalty: 2677.488770
	Iteration 5F: 3 clusters Score -16464.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -129816.789062 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -129816.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -128186.890625 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -128186.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -128684.359375 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -128684.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -128942.625000 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -128942.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -129120.968750 Penalty: 3293.378418
	Iteration 3F: 3 clusters Score -129121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -129198.820312 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -129198.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -129236.695312 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -129236.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -129265.773438 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -129265.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -129283.593750 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -129283.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -129291.765625 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -129291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -129292.960938 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -129293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -129292.960938 Penalty: 3293.378418
	Iteration 10F: 3 clusters Score -129293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (16216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Entering Unmasked Estep 
Score: -3490749.250000 Penalty: 2404.050781
	Iteration 0F: 2 clusters Score -3490749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3480088.750000 Penalty: 4808.101562
	Iteration 0F: 3 clusters Score -3480089 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3483840.750000 Penalty: 4808.101562
	Iteration 1F: 3 clusters Score -3483841 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3484180.750000 Penalty: 4808.101562
	Iteration 2F: 3 clusters Score -3484181 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3484419.500000 Penalty: 4808.101562
	Iteration 3Q: 3 clusters Score -3484420 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -3484596.500000 Penalty: 4808.101562
	Iteration 4Q: 3 clusters Score -3484596 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -3484720.000000 Penalty: 4808.101562
	Iteration 5Q: 3 clusters Score -3484720 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3484831.500000 Penalty: 4808.101562
	Iteration 6Q: 3 clusters Score -3484832 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3484916.750000 Penalty: 4808.101562
	Iteration 7Q: 3 clusters Score -3484917 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3484999.250000 Penalty: 4808.101562
	Iteration 8Q: 3 clusters Score -3484999 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3485063.500000 Penalty: 4808.101562
	Iteration 9Q: 3 clusters Score -3485064 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3485109.000000 Penalty: 4808.101562
	Iteration 10Q: 3 clusters Score -3485109 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3485198.000000 Penalty: 4808.101562
	Iteration 11Q: 3 clusters Score -3485198 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3485243.250000 Penalty: 4808.101562
	Iteration 12Q: 3 clusters Score -3485243 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3485270.500000 Penalty: 4808.101562
	Iteration 13Q: 3 clusters Score -3485270 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3485323.750000 Penalty: 4808.101562
	Iteration 14Q: 3 clusters Score -3485324 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3485382.000000 Penalty: 4808.101562
	Iteration 15Q: 3 clusters Score -3485382 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -3485457.000000 Penalty: 4808.101562
	Iteration 16Q: 3 clusters Score -3485457 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3485544.500000 Penalty: 4808.101562
	Iteration 17Q: 3 clusters Score -3485544 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3485631.000000 Penalty: 4808.101562
	Iteration 18Q: 3 clusters Score -3485631 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3485757.500000 Penalty: 4808.101562
	Iteration 19Q: 3 clusters Score -3485758 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3485912.500000 Penalty: 4808.101562
	Iteration 20F: 3 clusters Score -3485912 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3486168.750000 Penalty: 4808.101562
	Iteration 21Q: 3 clusters Score -3486169 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -3486339.750000 Penalty: 4808.101562
	Iteration 22Q: 3 clusters Score -3486340 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3486573.750000 Penalty: 4808.101562
	Iteration 23Q: 3 clusters Score -3486574 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3486902.500000 Penalty: 4808.101562
	Iteration 24Q: 3 clusters Score -3486902 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3487265.750000 Penalty: 4808.101562
	Iteration 25Q: 3 clusters Score -3487266 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3487557.500000 Penalty: 4808.101562
	Iteration 26Q: 3 clusters Score -3487558 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3487843.500000 Penalty: 4808.101562
	Iteration 27Q: 3 clusters Score -3487844 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3488051.250000 Penalty: 4808.101562
	Iteration 28Q: 3 clusters Score -3488051 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3488224.000000 Penalty: 4808.101562
	Iteration 29Q: 3 clusters Score -3488224 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3488346.750000 Penalty: 4808.101562
	Iteration 30Q: 3 clusters Score -3488347 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3488450.000000 Penalty: 4808.101562
	Iteration 31Q: 3 clusters Score -3488450 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3488497.250000 Penalty: 4808.101562
	Iteration 32Q: 3 clusters Score -3488497 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3488560.750000 Penalty: 4808.101562
	Iteration 33Q: 3 clusters Score -3488561 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3488599.500000 Penalty: 4808.101562
	Iteration 34Q: 3 clusters Score -3488600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3488625.250000 Penalty: 4808.101562
	Iteration 35Q: 3 clusters Score -3488625 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3488656.750000 Penalty: 4808.101562
	Iteration 36Q: 3 clusters Score -3488657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3488685.250000 Penalty: 4808.101562
	Iteration 37Q: 3 clusters Score -3488685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3488712.000000 Penalty: 4808.101562
	Iteration 38Q: 3 clusters Score -3488712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3488729.500000 Penalty: 4808.101562
	Iteration 39Q: 3 clusters Score -3488730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3488747.250000 Penalty: 4808.101562
	Iteration 40F: 3 clusters Score -3488747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3488755.500000 Penalty: 4808.101562
	Iteration 41Q: 3 clusters Score -3488756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3488761.250000 Penalty: 4808.101562
	Iteration 42Q: 3 clusters Score -3488761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3488767.500000 Penalty: 4808.101562
	Iteration 43Q: 3 clusters Score -3488768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3488764.250000 Penalty: 4808.101562
	Iteration 44Q: 3 clusters Score -3488764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3488765.000000 Penalty: 4808.101562
	Iteration 45Q: 3 clusters Score -3488765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3488762.750000 Penalty: 4808.101562
	Iteration 46Q: 3 clusters Score -3488763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3488765.000000 Penalty: 4808.101562
	Iteration 47Q: 3 clusters Score -3488765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3488768.500000 Penalty: 4808.101562
	Iteration 48Q: 3 clusters Score -3488768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3488773.000000 Penalty: 4808.101562
	Iteration 49Q: 3 clusters Score -3488773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3488775.250000 Penalty: 4808.101562
	Iteration 50Q: 3 clusters Score -3488775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3488782.250000 Penalty: 4808.101562
	Iteration 51Q: 3 clusters Score -3488782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3488776.250000 Penalty: 4808.101562
	Iteration 52Q: 3 clusters Score -3488776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3488787.000000 Penalty: 4808.101562
	Iteration 53Q: 3 clusters Score -3488787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3488781.000000 Penalty: 4808.101562
	Iteration 54Q: 3 clusters Score -3488781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3488785.750000 Penalty: 4808.101562
	Iteration 55Q: 3 clusters Score -3488786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -3488787.500000 Penalty: 4808.101562
	Iteration 56Q: 3 clusters Score -3488788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3488793.750000 Penalty: 4808.101562
	Iteration 57Q: 3 clusters Score -3488794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3488789.000000 Penalty: 4808.101562
	Iteration 58Q: 3 clusters Score -3488789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3488790.000000 Penalty: 4808.101562
	Iteration 59Q: 3 clusters Score -3488790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3488790.000000 Penalty: 4808.101562
	Iteration 60F: 3 clusters Score -3488790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Entering Unmasked Estep 
Score: -458927.718750 Penalty: 1927.851440
	Iteration 0F: 2 clusters Score -458927.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -456074.500000 Penalty: 3855.702881
	Iteration 0F: 3 clusters Score -456074.5 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -456658.843750 Penalty: 3855.702881
	Iteration 1F: 3 clusters Score -456658.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -456836.781250 Penalty: 3855.702881
	Iteration 2F: 3 clusters Score -456836.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -456942.281250 Penalty: 3855.702881
	Iteration 3F: 3 clusters Score -456942.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -457003.375000 Penalty: 3855.702881
	Iteration 4Q: 3 clusters Score -457003.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -457043.906250 Penalty: 3855.702881
	Iteration 5Q: 3 clusters Score -457043.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -457067.531250 Penalty: 3855.702881
	Iteration 6Q: 3 clusters Score -457067.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -457092.656250 Penalty: 3855.702881
	Iteration 7Q: 3 clusters Score -457092.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -457116.531250 Penalty: 3855.702881
	Iteration 8Q: 3 clusters Score -457116.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -457132.375000 Penalty: 3855.702881
	Iteration 9Q: 3 clusters Score -457132.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -457142.968750 Penalty: 3855.702881
	Iteration 10Q: 3 clusters Score -457143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -457150.312500 Penalty: 3855.702881
	Iteration 11Q: 3 clusters Score -457150.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -457158.812500 Penalty: 3855.702881
	Iteration 12Q: 3 clusters Score -457158.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -457165.218750 Penalty: 3855.702881
	Iteration 13Q: 3 clusters Score -457165.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -457170.312500 Penalty: 3855.702881
	Iteration 14Q: 3 clusters Score -457170.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -457176.531250 Penalty: 3855.702881
	Iteration 15Q: 3 clusters Score -457176.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -457184.781250 Penalty: 3855.702881
	Iteration 16Q: 3 clusters Score -457184.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -457193.468750 Penalty: 3855.702881
	Iteration 17Q: 3 clusters Score -457193.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -457205.312500 Penalty: 3855.702881
	Iteration 18Q: 3 clusters Score -457205.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -457212.843750 Penalty: 3855.702881
	Iteration 19Q: 3 clusters Score -457212.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -457218.406250 Penalty: 3855.702881
	Iteration 20F: 3 clusters Score -457218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -457222.687500 Penalty: 3855.702881
	Iteration 21Q: 3 clusters Score -457222.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -457228.156250 Penalty: 3855.702881
	Iteration 22Q: 3 clusters Score -457228.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -457233.687500 Penalty: 3855.702881
	Iteration 23Q: 3 clusters Score -457233.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -457238.687500 Penalty: 3855.702881
	Iteration 24Q: 3 clusters Score -457238.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -457245.093750 Penalty: 3855.702881
	Iteration 25Q: 3 clusters Score -457245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -457248.906250 Penalty: 3855.702881
	Iteration 26Q: 3 clusters Score -457248.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -457253.468750 Penalty: 3855.702881
	Iteration 27Q: 3 clusters Score -457253.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -457257.437500 Penalty: 3855.702881
	Iteration 28Q: 3 clusters Score -457257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -457260.062500 Penalty: 3855.702881
	Iteration 29Q: 3 clusters Score -457260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -457260.812500 Penalty: 3855.702881
	Iteration 30Q: 3 clusters Score -457260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -457261.718750 Penalty: 3855.702881
	Iteration 31Q: 3 clusters Score -457261.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -457262.062500 Penalty: 3855.702881
	Iteration 32Q: 3 clusters Score -457262.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -457262.062500 Penalty: 3855.702881
	Iteration 33F: 3 clusters Score -457262.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (38867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Entering Unmasked Estep 
Score: -7612131.500000 Penalty: 2620.839355
	Iteration 0F: 2 clusters Score -7612132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -7590271.000000 Penalty: 5241.678711
	Iteration 0F: 3 clusters Score -7590271 nChanged 17882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -7599992.000000 Penalty: 5241.678711
	Iteration 1F: 3 clusters Score -7599992 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -7600459.000000 Penalty: 5241.678711
	Iteration 2Q: 3 clusters Score -7600459 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -7600901.500000 Penalty: 5241.678711
	Iteration 3Q: 3 clusters Score -7600902 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -7601299.500000 Penalty: 5241.678711
	Iteration 4Q: 3 clusters Score -7601300 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -7601765.500000 Penalty: 5241.678711
	Iteration 5Q: 3 clusters Score -7601766 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -7602252.500000 Penalty: 5241.678711
	Iteration 6Q: 3 clusters Score -7602252 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -7602919.000000 Penalty: 5241.678711
	Iteration 7Q: 3 clusters Score -7602919 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -7603822.000000 Penalty: 5241.678711
	Iteration 8Q: 3 clusters Score -7603822 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -7605273.000000 Penalty: 5241.678711
	Iteration 9F: 3 clusters Score -7605273 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -7607253.500000 Penalty: 5241.678711
	Iteration 10F: 3 clusters Score -7607254 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -7609314.500000 Penalty: 5241.678711
	Iteration 11F: 3 clusters Score -7609314 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -7610650.000000 Penalty: 5241.678711
	Iteration 12F: 3 clusters Score -7610650 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -7611627.500000 Penalty: 5241.678711
	Iteration 13Q: 3 clusters Score -7611628 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -7612235.000000 Penalty: 5241.678711
	Iteration 14Q: 3 clusters Score -7612235 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -7612753.500000 Penalty: 5241.678711
	Iteration 15Q: 3 clusters Score -7612754 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -7613059.000000 Penalty: 5241.678711
	Iteration 16Q: 3 clusters Score -7613059 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -7613276.000000 Penalty: 5241.678711
	Iteration 17Q: 3 clusters Score -7613276 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -7613432.000000 Penalty: 5241.678711
	Iteration 18Q: 3 clusters Score -7613432 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -7613498.500000 Penalty: 5241.678711
	Iteration 19Q: 3 clusters Score -7613498 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -7613573.000000 Penalty: 5241.678711
	Iteration 20F: 3 clusters Score -7613573 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -7613607.000000 Penalty: 5241.678711
	Iteration 21Q: 3 clusters Score -7613607 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -7613644.000000 Penalty: 5241.678711
	Iteration 22Q: 3 clusters Score -7613644 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -7613648.500000 Penalty: 5241.678711
	Iteration 23Q: 3 clusters Score -7613648 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -7613662.000000 Penalty: 5241.678711
	Iteration 24Q: 3 clusters Score -7613662 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -7613674.000000 Penalty: 5241.678711
	Iteration 25Q: 3 clusters Score -7613674 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -7613691.500000 Penalty: 5241.678711
	Iteration 26Q: 3 clusters Score -7613692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -7613695.000000 Penalty: 5241.678711
	Iteration 27Q: 3 clusters Score -7613695 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -7613703.500000 Penalty: 5241.678711
	Iteration 28Q: 3 clusters Score -7613704 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -7613713.000000 Penalty: 5241.678711
	Iteration 29Q: 3 clusters Score -7613713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -7613727.000000 Penalty: 5241.678711
	Iteration 30Q: 3 clusters Score -7613727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -7613706.500000 Penalty: 5241.678711
	Iteration 31Q: 3 clusters Score -7613706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -7613696.500000 Penalty: 5241.678711
	Iteration 32Q: 3 clusters Score -7613696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -7613697.500000 Penalty: 5241.678711
	Iteration 33Q: 3 clusters Score -7613698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -7613701.500000 Penalty: 5241.678711
	Iteration 34Q: 3 clusters Score -7613702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -7613696.500000 Penalty: 5241.678711
	Iteration 35Q: 3 clusters Score -7613696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -7613701.500000 Penalty: 5241.678711
	Iteration 36Q: 3 clusters Score -7613702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -7613702.500000 Penalty: 5241.678711
	Iteration 37Q: 3 clusters Score -7613702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -7613704.000000 Penalty: 5241.678711
	Iteration 38Q: 3 clusters Score -7613704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -7613696.000000 Penalty: 5241.678711
	Iteration 39Q: 3 clusters Score -7613696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -7613696.500000 Penalty: 5241.678711
	Iteration 40F: 3 clusters Score -7613696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -7613699.500000 Penalty: 5241.678711
	Iteration 41Q: 3 clusters Score -7613700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -7613699.500000 Penalty: 5241.678711
	Iteration 42F: 3 clusters Score -7613700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 18835 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3958 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 30322 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15151 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8211 members 
Mstep: Class 19 contains 39205 members 
Mstep: Class 20 contains 8200 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4858 members 
Mstep: Class 27 contains 23134 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14173 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 19542 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 4297 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13676 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15607 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2429 members 
Mstep: Class 49 contains 34711 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16216 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 19596 members 
Mstep: Class 55 contains 23706 members 
Mstep: Class 56 contains 27127 members 
Mstep: Class 57 contains 19271 members 
Entering Unmasked Estep 
Score: -84245128.000000 Penalty: 183523.656250
Splitting cluster 54 changes total score from -84244648.000000 to -84245128.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 55 (23706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Entering Unmasked Estep 
Score: -4677862.000000 Penalty: 2498.223877
	Iteration 0F: 2 clusters Score -4677862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -4661891.500000 Penalty: 4996.447754
	Iteration 0F: 3 clusters Score -4661892 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -4667661.500000 Penalty: 4996.447754
	Iteration 1F: 3 clusters Score -4667662 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4668075.500000 Penalty: 4996.447754
	Iteration 2F: 3 clusters Score -4668076 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -4668397.500000 Penalty: 4996.447754
	Iteration 3Q: 3 clusters Score -4668398 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -4668632.000000 Penalty: 4996.447754
	Iteration 4Q: 3 clusters Score -4668632 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -4668854.500000 Penalty: 4996.447754
	Iteration 5Q: 3 clusters Score -4668854 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -4669108.500000 Penalty: 4996.447754
	Iteration 6Q: 3 clusters Score -4669108 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -4669426.000000 Penalty: 4996.447754
	Iteration 7Q: 3 clusters Score -4669426 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -4669822.500000 Penalty: 4996.447754
	Iteration 8Q: 3 clusters Score -4669822 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -4670342.000000 Penalty: 4996.447754
	Iteration 9Q: 3 clusters Score -4670342 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -4671027.500000 Penalty: 4996.447754
	Iteration 10Q: 3 clusters Score -4671028 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4671940.500000 Penalty: 4996.447754
	Iteration 11F: 3 clusters Score -4671940 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -4672928.500000 Penalty: 4996.447754
	Iteration 12F: 3 clusters Score -4672928 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4673799.500000 Penalty: 4996.447754
	Iteration 13Q: 3 clusters Score -4673800 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4674440.500000 Penalty: 4996.447754
	Iteration 14Q: 3 clusters Score -4674440 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4674896.000000 Penalty: 4996.447754
	Iteration 15Q: 3 clusters Score -4674896 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4675167.500000 Penalty: 4996.447754
	Iteration 16Q: 3 clusters Score -4675168 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4675327.500000 Penalty: 4996.447754
	Iteration 17Q: 3 clusters Score -4675328 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4675431.500000 Penalty: 4996.447754
	Iteration 18Q: 3 clusters Score -4675432 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4675515.000000 Penalty: 4996.447754
	Iteration 19Q: 3 clusters Score -4675515 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4675574.500000 Penalty: 4996.447754
	Iteration 20F: 3 clusters Score -4675574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4675591.000000 Penalty: 4996.447754
	Iteration 21Q: 3 clusters Score -4675591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4675615.000000 Penalty: 4996.447754
	Iteration 22Q: 3 clusters Score -4675615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4675640.000000 Penalty: 4996.447754
	Iteration 23Q: 3 clusters Score -4675640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4675659.500000 Penalty: 4996.447754
	Iteration 24Q: 3 clusters Score -4675660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4675672.500000 Penalty: 4996.447754
	Iteration 25Q: 3 clusters Score -4675672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4675688.000000 Penalty: 4996.447754
	Iteration 26Q: 3 clusters Score -4675688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4675694.000000 Penalty: 4996.447754
	Iteration 27Q: 3 clusters Score -4675694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4675697.500000 Penalty: 4996.447754
	Iteration 28Q: 3 clusters Score -4675698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4675699.000000 Penalty: 4996.447754
	Iteration 29Q: 3 clusters Score -4675699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4675709.500000 Penalty: 4996.447754
	Iteration 30Q: 3 clusters Score -4675710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4675709.000000 Penalty: 4996.447754
	Iteration 31Q: 3 clusters Score -4675709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4675715.500000 Penalty: 4996.447754
	Iteration 32Q: 3 clusters Score -4675716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4675716.500000 Penalty: 4996.447754
	Iteration 33Q: 3 clusters Score -4675716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4675718.000000 Penalty: 4996.447754
	Iteration 34Q: 3 clusters Score -4675718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4675714.500000 Penalty: 4996.447754
	Iteration 35Q: 3 clusters Score -4675714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4675719.000000 Penalty: 4996.447754
	Iteration 36Q: 3 clusters Score -4675719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4675719.000000 Penalty: 4996.447754
	Iteration 37Q: 3 clusters Score -4675719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4675722.500000 Penalty: 4996.447754
	Iteration 38Q: 3 clusters Score -4675722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4675726.500000 Penalty: 4996.447754
	Iteration 39Q: 3 clusters Score -4675726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4675725.500000 Penalty: 4996.447754
	Iteration 40F: 3 clusters Score -4675726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (27127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Entering Unmasked Estep 
Score: -5337398.500000 Penalty: 2531.654541
	Iteration 0F: 2 clusters Score -5337398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -5319950.000000 Penalty: 5063.309082
	Iteration 0F: 3 clusters Score -5319950 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -5326255.000000 Penalty: 5063.309082
	Iteration 1F: 3 clusters Score -5326255 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -5326702.500000 Penalty: 5063.309082
	Iteration 2Q: 3 clusters Score -5326702 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -5327022.500000 Penalty: 5063.309082
	Iteration 3Q: 3 clusters Score -5327022 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -5327289.000000 Penalty: 5063.309082
	Iteration 4Q: 3 clusters Score -5327289 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -5327554.000000 Penalty: 5063.309082
	Iteration 5Q: 3 clusters Score -5327554 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -5327903.500000 Penalty: 5063.309082
	Iteration 6Q: 3 clusters Score -5327904 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -5328382.500000 Penalty: 5063.309082
	Iteration 7Q: 3 clusters Score -5328382 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -5329090.000000 Penalty: 5063.309082
	Iteration 8Q: 3 clusters Score -5329090 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -5330125.500000 Penalty: 5063.309082
	Iteration 9F: 3 clusters Score -5330126 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -5331247.000000 Penalty: 5063.309082
	Iteration 10F: 3 clusters Score -5331247 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -5332264.500000 Penalty: 5063.309082
	Iteration 11F: 3 clusters Score -5332264 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -5333022.500000 Penalty: 5063.309082
	Iteration 12Q: 3 clusters Score -5333022 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -5333828.000000 Penalty: 5063.309082
	Iteration 13Q: 3 clusters Score -5333828 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -5334410.500000 Penalty: 5063.309082
	Iteration 14Q: 3 clusters Score -5334410 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -5334685.500000 Penalty: 5063.309082
	Iteration 15Q: 3 clusters Score -5334686 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -5334833.500000 Penalty: 5063.309082
	Iteration 16Q: 3 clusters Score -5334834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -5334930.500000 Penalty: 5063.309082
	Iteration 17Q: 3 clusters Score -5334930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -5334984.500000 Penalty: 5063.309082
	Iteration 18Q: 3 clusters Score -5334984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -5335011.000000 Penalty: 5063.309082
	Iteration 19Q: 3 clusters Score -5335011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -5335023.000000 Penalty: 5063.309082
	Iteration 20F: 3 clusters Score -5335023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -5335034.500000 Penalty: 5063.309082
	Iteration 21Q: 3 clusters Score -5335034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -5335041.500000 Penalty: 5063.309082
	Iteration 22Q: 3 clusters Score -5335042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -5335050.500000 Penalty: 5063.309082
	Iteration 23Q: 3 clusters Score -5335050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -5335067.000000 Penalty: 5063.309082
	Iteration 24Q: 3 clusters Score -5335067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -5335072.500000 Penalty: 5063.309082
	Iteration 25Q: 3 clusters Score -5335072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -5335074.000000 Penalty: 5063.309082
	Iteration 26Q: 3 clusters Score -5335074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -5335079.500000 Penalty: 5063.309082
	Iteration 27Q: 3 clusters Score -5335080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -5335084.500000 Penalty: 5063.309082
	Iteration 28Q: 3 clusters Score -5335084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -5335093.000000 Penalty: 5063.309082
	Iteration 29Q: 3 clusters Score -5335093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -5335091.000000 Penalty: 5063.309082
	Iteration 30Q: 3 clusters Score -5335091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -5335097.500000 Penalty: 5063.309082
	Iteration 31Q: 3 clusters Score -5335098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -5335097.500000 Penalty: 5063.309082
	Iteration 32Q: 3 clusters Score -5335098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -5335097.500000 Penalty: 5063.309082
	Iteration 33F: 3 clusters Score -5335098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 18835 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3958 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 30322 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15151 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8211 members 
Mstep: Class 19 contains 39205 members 
Mstep: Class 20 contains 8200 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4858 members 
Mstep: Class 27 contains 23134 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14173 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 19542 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 4297 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13676 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15607 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2429 members 
Mstep: Class 49 contains 34711 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16216 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 19596 members 
Mstep: Class 55 contains 23706 members 
Mstep: Class 56 contains 27127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84245880.000000 Penalty: 183523.656250
Iteration 239Q: 58 clusters Score -8.424588e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 18886 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3958 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 30662 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15148 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8197 members 
Mstep: Class 19 contains 39208 members 
Mstep: Class 20 contains 8190 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 23081 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14174 members 
Mstep: Class 31 contains 2039 members 
Mstep: Class 32 contains 19514 members 
Mstep: Class 33 contains 2451 members 
Mstep: Class 34 contains 4279 members 
Mstep: Class 35 contains 6726 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13292 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15613 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 35001 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16222 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 20242 members 
Mstep: Class 55 contains 23869 members 
Mstep: Class 56 contains 26720 members 
Mstep: Class 57 contains 18918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246480.000000 Penalty: 183523.656250
Iteration 240F: 58 clusters Score -8.424648e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 18759 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3957 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 29960 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15149 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8172 members 
Mstep: Class 19 contains 39131 members 
Mstep: Class 20 contains 8159 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 22996 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14157 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 19435 members 
Mstep: Class 33 contains 2441 members 
Mstep: Class 34 contains 4262 members 
Mstep: Class 35 contains 6454 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13196 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15610 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 34716 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16244 members 
Mstep: Class 53 contains 2374 members 
Mstep: Class 54 contains 20869 members 
Mstep: Class 55 contains 24024 members 
Mstep: Class 56 contains 27177 members 
Mstep: Class 57 contains 19586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246760.000000 Penalty: 183523.656250
Iteration 241Q: 58 clusters Score -8.424676e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 18694 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3953 members 
Mstep: Class 5 contains 5055 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 13 contains 29451 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15151 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8137 members 
Mstep: Class 19 contains 39096 members 
Mstep: Class 20 contains 8154 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 22867 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14157 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 19389 members 
Mstep: Class 33 contains 2443 members 
Mstep: Class 34 contains 4251 members 
Mstep: Class 35 contains 6171 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 13100 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15607 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 34459 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16249 members 
Mstep: Class 53 contains 2370 members 
Mstep: Class 54 contains 21471 members 
Mstep: Class 55 contains 24171 members 
Mstep: Class 56 contains 27407 members 
Mstep: Class 57 contains 20201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247480.000000 Penalty: 183523.656250
Iteration 242Q: 58 clusters Score -8.424748e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 18653 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3950 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 28988 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15152 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8127 members 
Mstep: Class 19 contains 39080 members 
Mstep: Class 20 contains 8152 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 22680 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14157 members 
Mstep: Class 31 contains 2039 members 
Mstep: Class 32 contains 19341 members 
Mstep: Class 33 contains 2437 members 
Mstep: Class 34 contains 4235 members 
Mstep: Class 35 contains 5903 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12994 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15612 members 
Mstep: Class 44 contains 949 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 34379 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16247 members 
Mstep: Class 53 contains 2373 members 
Mstep: Class 54 contains 22055 members 
Mstep: Class 55 contains 24325 members 
Mstep: Class 56 contains 27405 members 
Mstep: Class 57 contains 20841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247912.000000 Penalty: 183523.656250
Iteration 243Q: 58 clusters Score -8.424791e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 18630 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 28566 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15149 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8101 members 
Mstep: Class 19 contains 39059 members 
Mstep: Class 20 contains 8149 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14151 members 
Mstep: Class 31 contains 2039 members 
Mstep: Class 32 contains 19303 members 
Mstep: Class 33 contains 2435 members 
Mstep: Class 34 contains 4220 members 
Mstep: Class 35 contains 5657 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12933 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15619 members 
Mstep: Class 44 contains 949 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 34409 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16237 members 
Mstep: Class 53 contains 2372 members 
Mstep: Class 54 contains 22613 members 
Mstep: Class 55 contains 24400 members 
Mstep: Class 56 contains 27342 members 
Mstep: Class 57 contains 21482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247792.000000 Penalty: 183523.656250
Iteration 244Q: 58 clusters Score -8.424779e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 18628 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3946 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1803 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5378 members 
Mstep: Class 13 contains 28170 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15146 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8077 members 
Mstep: Class 19 contains 39050 members 
Mstep: Class 20 contains 8155 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4858 members 
Mstep: Class 27 contains 22206 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14164 members 
Mstep: Class 31 contains 2042 members 
Mstep: Class 32 contains 19299 members 
Mstep: Class 33 contains 2426 members 
Mstep: Class 34 contains 4206 members 
Mstep: Class 35 contains 5406 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12819 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15627 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 34519 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16235 members 
Mstep: Class 53 contains 2371 members 
Mstep: Class 54 contains 23174 members 
Mstep: Class 55 contains 24415 members 
Mstep: Class 56 contains 27157 members 
Mstep: Class 57 contains 22177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247944.000000 Penalty: 183523.656250
Iteration 245Q: 58 clusters Score -8.424794e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 18646 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3946 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1803 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 5376 members 
Mstep: Class 13 contains 27653 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15152 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8055 members 
Mstep: Class 19 contains 39046 members 
Mstep: Class 20 contains 8160 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4858 members 
Mstep: Class 27 contains 21999 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14181 members 
Mstep: Class 31 contains 2045 members 
Mstep: Class 32 contains 19287 members 
Mstep: Class 33 contains 2419 members 
Mstep: Class 34 contains 4180 members 
Mstep: Class 35 contains 5158 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12700 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15634 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2429 members 
Mstep: Class 49 contains 34615 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16228 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 23771 members 
Mstep: Class 55 contains 24335 members 
Mstep: Class 56 contains 27038 members 
Mstep: Class 57 contains 22951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248104.000000 Penalty: 183523.656250
Iteration 246Q: 58 clusters Score -8.42481e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 18665 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3946 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1803 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 27208 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15155 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 39047 members 
Mstep: Class 20 contains 8153 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 21795 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14189 members 
Mstep: Class 31 contains 2041 members 
Mstep: Class 32 contains 19279 members 
Mstep: Class 33 contains 2416 members 
Mstep: Class 34 contains 4158 members 
Mstep: Class 35 contains 4912 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12570 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15633 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2429 members 
Mstep: Class 49 contains 34727 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16230 members 
Mstep: Class 53 contains 2371 members 
Mstep: Class 54 contains 24335 members 
Mstep: Class 55 contains 24150 members 
Mstep: Class 56 contains 26878 members 
Mstep: Class 57 contains 23819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248864.000000 Penalty: 183523.656250
Iteration 247Q: 58 clusters Score -8.424886e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 18699 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1803 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 26751 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15154 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8011 members 
Mstep: Class 19 contains 39057 members 
Mstep: Class 20 contains 8145 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 21578 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14203 members 
Mstep: Class 31 contains 2041 members 
Mstep: Class 32 contains 19269 members 
Mstep: Class 33 contains 2416 members 
Mstep: Class 34 contains 4135 members 
Mstep: Class 35 contains 4688 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12438 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15635 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 34861 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16237 members 
Mstep: Class 53 contains 2372 members 
Mstep: Class 54 contains 24846 members 
Mstep: Class 55 contains 23846 members 
Mstep: Class 56 contains 26746 members 
Mstep: Class 57 contains 24791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84249000.000000 Penalty: 183523.656250
Iteration 248Q: 58 clusters Score -8.4249e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 18750 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1803 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 26399 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15150 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 7992 members 
Mstep: Class 19 contains 39033 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 21386 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14208 members 
Mstep: Class 31 contains 2042 members 
Mstep: Class 32 contains 19254 members 
Mstep: Class 33 contains 2418 members 
Mstep: Class 34 contains 4108 members 
Mstep: Class 35 contains 4488 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12358 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15628 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2426 members 
Mstep: Class 49 contains 34982 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16242 members 
Mstep: Class 53 contains 2371 members 
Mstep: Class 54 contains 25303 members 
Mstep: Class 55 contains 23410 members 
Mstep: Class 56 contains 26567 members 
Mstep: Class 57 contains 25856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248984.000000 Penalty: 183523.656250
Iteration 249Q: 58 clusters Score -8.424898e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 18798 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 5388 members 
Mstep: Class 13 contains 26078 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15148 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 7962 members 
Mstep: Class 19 contains 39024 members 
Mstep: Class 20 contains 8124 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 21196 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14209 members 
Mstep: Class 31 contains 2041 members 
Mstep: Class 32 contains 19230 members 
Mstep: Class 33 contains 2410 members 
Mstep: Class 34 contains 4086 members 
Mstep: Class 35 contains 4269 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12313 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15623 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 35007 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16244 members 
Mstep: Class 53 contains 2371 members 
Mstep: Class 54 contains 25774 members 
Mstep: Class 55 contains 22954 members 
Mstep: Class 56 contains 26511 members 
Mstep: Class 57 contains 26893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84249232.000000 Penalty: 183523.656250
Iteration 250Q: 58 clusters Score -8.424923e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 18870 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 5391 members 
Mstep: Class 13 contains 25760 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15148 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 7951 members 
Mstep: Class 19 contains 39012 members 
Mstep: Class 20 contains 8119 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 21028 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14220 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 19192 members 
Mstep: Class 33 contains 2409 members 
Mstep: Class 34 contains 4074 members 
Mstep: Class 35 contains 4045 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12244 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15602 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 34839 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16245 members 
Mstep: Class 53 contains 2368 members 
Mstep: Class 54 contains 26261 members 
Mstep: Class 55 contains 22433 members 
Mstep: Class 56 contains 26727 members 
Mstep: Class 57 contains 27870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84249104.000000 Penalty: 183523.656250
Iteration 251Q: 58 clusters Score -8.42491e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 25566 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15153 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 38997 members 
Mstep: Class 20 contains 8127 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 20855 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 14222 members 
Mstep: Class 31 contains 2042 members 
Mstep: Class 32 contains 19177 members 
Mstep: Class 33 contains 2409 members 
Mstep: Class 34 contains 4059 members 
Mstep: Class 35 contains 3806 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12207 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15597 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 34582 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16254 members 
Mstep: Class 53 contains 2368 members 
Mstep: Class 54 contains 26639 members 
Mstep: Class 55 contains 21780 members 
Mstep: Class 56 contains 27155 members 
Mstep: Class 57 contains 28774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248800.000000 Penalty: 183523.656250
Iteration 252Q: 58 clusters Score -8.42488e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 18929 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 25519 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15148 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 7934 members 
Mstep: Class 19 contains 38964 members 
Mstep: Class 20 contains 8132 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 20683 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 990 members 
Mstep: Class 30 contains 14221 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 19161 members 
Mstep: Class 33 contains 2402 members 
Mstep: Class 34 contains 4045 members 
Mstep: Class 35 contains 3595 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12118 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15592 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 34203 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16266 members 
Mstep: Class 53 contains 2368 members 
Mstep: Class 54 contains 26936 members 
Mstep: Class 55 contains 21218 members 
Mstep: Class 56 contains 27656 members 
Mstep: Class 57 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248592.000000 Penalty: 183523.656250
Iteration 253Q: 58 clusters Score -8.424859e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 18949 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 25628 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15153 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 38930 members 
Mstep: Class 20 contains 8132 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 20514 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 991 members 
Mstep: Class 30 contains 14231 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 19165 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 4027 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12011 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15585 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 33790 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16270 members 
Mstep: Class 53 contains 2376 members 
Mstep: Class 54 contains 27113 members 
Mstep: Class 55 contains 20637 members 
Mstep: Class 56 contains 28184 members 
Mstep: Class 57 contains 30452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248632.000000 Penalty: 183523.656250
Iteration 254Q: 58 clusters Score -8.424863e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3942 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 5379 members 
Mstep: Class 13 contains 25878 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15145 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 7919 members 
Mstep: Class 19 contains 38924 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 20372 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14241 members 
Mstep: Class 31 contains 2039 members 
Mstep: Class 32 contains 19188 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 4013 members 
Mstep: Class 35 contains 3240 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 11905 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15571 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 33279 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16275 members 
Mstep: Class 53 contains 2383 members 
Mstep: Class 54 contains 27281 members 
Mstep: Class 55 contains 20100 members 
Mstep: Class 56 contains 28610 members 
Mstep: Class 57 contains 31215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248232.000000 Penalty: 183523.656250
Iteration 255Q: 58 clusters Score -8.424823e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 19050 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3941 members 
Mstep: Class 5 contains 5075 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5634 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 26225 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15151 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 19 contains 38919 members 
Mstep: Class 20 contains 8139 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4288 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 20239 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14239 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 19196 members 
Mstep: Class 33 contains 2407 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 3072 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 11784 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15564 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 32740 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16276 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 27415 members 
Mstep: Class 55 contains 19634 members 
Mstep: Class 56 contains 28954 members 
Mstep: Class 57 contains 31959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248232.000000 Penalty: 183523.656250
Iteration 256Q: 58 clusters Score -8.424823e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 19127 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 5075 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 26533 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15156 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 7920 members 
Mstep: Class 19 contains 38912 members 
Mstep: Class 20 contains 8134 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 20098 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14240 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 19206 members 
Mstep: Class 33 contains 2409 members 
Mstep: Class 34 contains 3981 members 
Mstep: Class 35 contains 2918 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 11713 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15562 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 32199 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16277 members 
Mstep: Class 53 contains 2385 members 
Mstep: Class 54 contains 27585 members 
Mstep: Class 55 contains 19288 members 
Mstep: Class 56 contains 29176 members 
Mstep: Class 57 contains 32641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248176.000000 Penalty: 183523.656250
Iteration 257Q: 58 clusters Score -8.424818e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 19212 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 26802 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15157 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7930 members 
Mstep: Class 19 contains 38910 members 
Mstep: Class 20 contains 8132 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 19964 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14240 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 19214 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 3970 members 
Mstep: Class 35 contains 2766 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 11675 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15565 members 
Mstep: Class 44 contains 951 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 31714 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16277 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 27757 members 
Mstep: Class 55 contains 19034 members 
Mstep: Class 56 contains 29324 members 
Mstep: Class 57 contains 33240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248056.000000 Penalty: 183523.656250
Iteration 258Q: 58 clusters Score -8.424806e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 19312 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3935 members 
Mstep: Class 5 contains 5077 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1805 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 27095 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15158 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 38913 members 
Mstep: Class 20 contains 8125 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4284 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 19833 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14239 members 
Mstep: Class 31 contains 2034 members 
Mstep: Class 32 contains 19227 members 
Mstep: Class 33 contains 2407 members 
Mstep: Class 34 contains 3961 members 
Mstep: Class 35 contains 2633 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 11578 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15560 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 31289 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16282 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 27948 members 
Mstep: Class 55 contains 18827 members 
Mstep: Class 56 contains 29454 members 
Mstep: Class 57 contains 33731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247808.000000 Penalty: 183523.656250
Iteration 259Q: 58 clusters Score -8.424781e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 19430 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3932 members 
Mstep: Class 5 contains 5078 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 27335 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15162 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 19 contains 38909 members 
Mstep: Class 20 contains 8122 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4852 members 
Mstep: Class 27 contains 19691 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14229 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 19227 members 
Mstep: Class 33 contains 2406 members 
Mstep: Class 34 contains 3945 members 
Mstep: Class 35 contains 2490 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 11468 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15562 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 30950 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16292 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 28135 members 
Mstep: Class 55 contains 18690 members 
Mstep: Class 56 contains 29559 members 
Mstep: Class 57 contains 34167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247816.000000 Penalty: 183523.656250
Iteration 260F: 58 clusters Score -8.424782e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 19474 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 5078 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 27340 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15162 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 38913 members 
Mstep: Class 20 contains 8113 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4852 members 
Mstep: Class 27 contains 19567 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14225 members 
Mstep: Class 31 contains 2039 members 
Mstep: Class 32 contains 19229 members 
Mstep: Class 33 contains 2409 members 
Mstep: Class 34 contains 3931 members 
Mstep: Class 35 contains 2350 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11441 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15571 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2422 members 
Mstep: Class 49 contains 30645 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16296 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 28919 members 
Mstep: Class 55 contains 18585 members 
Mstep: Class 56 contains 29277 members 
Mstep: Class 57 contains 34561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247600.000000 Penalty: 183523.656250
Iteration 261Q: 58 clusters Score -8.42476e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 19580 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 27387 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15160 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7884 members 
Mstep: Class 19 contains 38913 members 
Mstep: Class 20 contains 8108 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 19456 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14229 members 
Mstep: Class 31 contains 2037 members 
Mstep: Class 32 contains 19227 members 
Mstep: Class 33 contains 2404 members 
Mstep: Class 34 contains 3920 members 
Mstep: Class 35 contains 2238 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11346 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15571 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2422 members 
Mstep: Class 49 contains 30387 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16293 members 
Mstep: Class 53 contains 2382 members 
Mstep: Class 54 contains 29567 members 
Mstep: Class 55 contains 18508 members 
Mstep: Class 56 contains 29157 members 
Mstep: Class 57 contains 34812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 35. Lose 3164.892090 but Gain 3219.718750
Score: -84247720.000000 Penalty: 180303.937500
Iteration 262Q: 57 clusters Score -8.424772e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 21087 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 5077 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 27496 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15161 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7889 members 
Mstep: Class 19 contains 38984 members 
Mstep: Class 20 contains 8121 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 19359 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14236 members 
Mstep: Class 31 contains 2039 members 
Mstep: Class 32 contains 19252 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3908 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11859 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15581 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2422 members 
Mstep: Class 49 contains 30135 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16291 members 
Mstep: Class 53 contains 2394 members 
Mstep: Class 54 contains 30119 members 
Mstep: Class 55 contains 18426 members 
Mstep: Class 56 contains 29088 members 
Mstep: Class 57 contains 35008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84251064.000000 Penalty: 180303.937500
Iteration 263Q: 57 clusters Score -8.425106e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 21171 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3929 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 27590 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 38954 members 
Mstep: Class 20 contains 8109 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4852 members 
Mstep: Class 27 contains 19274 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14242 members 
Mstep: Class 31 contains 2039 members 
Mstep: Class 32 contains 19252 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3905 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11878 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15584 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 29897 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16289 members 
Mstep: Class 53 contains 2384 members 
Mstep: Class 54 contains 30575 members 
Mstep: Class 55 contains 18401 members 
Mstep: Class 56 contains 29107 members 
Mstep: Class 57 contains 35133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84251200.000000 Penalty: 180303.937500
Iteration 264Q: 57 clusters Score -8.42512e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 21135 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3927 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 27724 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15178 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7878 members 
Mstep: Class 19 contains 38950 members 
Mstep: Class 20 contains 8108 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 19182 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14243 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 19266 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3891 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11860 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15580 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 29726 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16280 members 
Mstep: Class 53 contains 2372 members 
Mstep: Class 54 contains 30985 members 
Mstep: Class 55 contains 18428 members 
Mstep: Class 56 contains 29146 members 
Mstep: Class 57 contains 35165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84250992.000000 Penalty: 180303.937500
Iteration 265Q: 57 clusters Score -8.425099e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 21104 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3927 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 27897 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15190 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 38953 members 
Mstep: Class 20 contains 8104 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4848 members 
Mstep: Class 27 contains 19108 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14248 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 19263 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 3884 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11768 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15575 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 29557 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16282 members 
Mstep: Class 53 contains 2375 members 
Mstep: Class 54 contains 31368 members 
Mstep: Class 55 contains 18475 members 
Mstep: Class 56 contains 29166 members 
Mstep: Class 57 contains 35180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84250928.000000 Penalty: 180303.937500
Iteration 266Q: 57 clusters Score -8.425093e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 21107 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3927 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 28070 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15203 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 38958 members 
Mstep: Class 20 contains 8095 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 19024 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14256 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 19275 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 3882 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11613 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15575 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 29422 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16278 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 31710 members 
Mstep: Class 55 contains 18549 members 
Mstep: Class 56 contains 29209 members 
Mstep: Class 57 contains 35143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84250664.000000 Penalty: 180303.937500
Iteration 267Q: 57 clusters Score -8.425066e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 21132 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 3927 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 28219 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15207 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 38965 members 
Mstep: Class 20 contains 8091 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 18932 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14256 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 19293 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 3883 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11452 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15572 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 29289 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16277 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 32023 members 
Mstep: Class 55 contains 18637 members 
Mstep: Class 56 contains 29260 members 
Mstep: Class 57 contains 35119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84250424.000000 Penalty: 180303.937500
Iteration 268Q: 57 clusters Score -8.425042e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 21130 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 28355 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15209 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7890 members 
Mstep: Class 19 contains 38971 members 
Mstep: Class 20 contains 8092 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 18862 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14255 members 
Mstep: Class 31 contains 2041 members 
Mstep: Class 32 contains 19302 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3877 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11305 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15569 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 29147 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16281 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 32294 members 
Mstep: Class 55 contains 18753 members 
Mstep: Class 56 contains 29297 members 
Mstep: Class 57 contains 35132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84250464.000000 Penalty: 180303.937500
Iteration 269Q: 57 clusters Score -8.425046e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 21134 members 
Mstep: Class 3 contains 1231 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 28462 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15213 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7897 members 
Mstep: Class 19 contains 38996 members 
Mstep: Class 20 contains 8096 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 18808 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14253 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 19304 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 3878 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11149 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15568 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 29030 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16286 members 
Mstep: Class 53 contains 2374 members 
Mstep: Class 54 contains 32521 members 
Mstep: Class 55 contains 18882 members 
Mstep: Class 56 contains 29327 members 
Mstep: Class 57 contains 35120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84250472.000000 Penalty: 180303.937500
Iteration 270Q: 57 clusters Score -8.425047e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 21149 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 3921 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 28555 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15215 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7910 members 
Mstep: Class 19 contains 39007 members 
Mstep: Class 20 contains 8099 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 18743 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14250 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 19307 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3876 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11025 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15567 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 28940 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16287 members 
Mstep: Class 53 contains 2376 members 
Mstep: Class 54 contains 32680 members 
Mstep: Class 55 contains 19013 members 
Mstep: Class 56 contains 29382 members 
Mstep: Class 57 contains 35115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84250496.000000 Penalty: 180303.937500
Iteration 271Q: 57 clusters Score -8.42505e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 21153 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 28647 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15219 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 39021 members 
Mstep: Class 20 contains 8114 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 18673 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14251 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 19298 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 3872 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 10957 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15563 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 28847 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16286 members 
Mstep: Class 53 contains 2376 members 
Mstep: Class 54 contains 32825 members 
Mstep: Class 55 contains 19152 members 
Mstep: Class 56 contains 29407 members 
Mstep: Class 57 contains 35131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84250392.000000 Penalty: 180303.937500
Iteration 272Q: 57 clusters Score -8.425039e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 21173 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3921 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 28703 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15218 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7920 members 
Mstep: Class 19 contains 39032 members 
Mstep: Class 20 contains 8117 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 18603 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14253 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 19294 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 3871 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 10914 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15564 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28771 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16283 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 32968 members 
Mstep: Class 55 contains 19300 members 
Mstep: Class 56 contains 29432 members 
Mstep: Class 57 contains 35128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84250384.000000 Penalty: 180303.937500
Iteration 273Q: 57 clusters Score -8.425038e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 21211 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3921 members 
Mstep: Class 5 contains 5075 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 28785 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15224 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 39047 members 
Mstep: Class 20 contains 8111 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14255 members 
Mstep: Class 31 contains 2036 members 
Mstep: Class 32 contains 19287 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 3865 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10859 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15560 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28702 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16284 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 33102 members 
Mstep: Class 55 contains 19423 members 
Mstep: Class 56 contains 29459 members 
Mstep: Class 57 contains 35121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84250336.000000 Penalty: 180303.937500
Iteration 274Q: 57 clusters Score -8.425034e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 21232 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3921 members 
Mstep: Class 5 contains 5075 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 28883 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15233 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 19 contains 39041 members 
Mstep: Class 20 contains 8114 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4848 members 
Mstep: Class 27 contains 18439 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14266 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 19284 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 3860 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10784 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15555 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28626 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16286 members 
Mstep: Class 53 contains 2383 members 
Mstep: Class 54 contains 33218 members 
Mstep: Class 55 contains 19598 members 
Mstep: Class 56 contains 29447 members 
Mstep: Class 57 contains 35134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84250384.000000 Penalty: 180303.937500
Iteration 275Q: 57 clusters Score -8.425038e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 21254 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3921 members 
Mstep: Class 5 contains 5075 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 29005 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15245 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7928 members 
Mstep: Class 19 contains 39028 members 
Mstep: Class 20 contains 8112 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 18361 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14274 members 
Mstep: Class 31 contains 2036 members 
Mstep: Class 32 contains 19283 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 3851 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10707 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15551 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28586 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16279 members 
Mstep: Class 53 contains 2388 members 
Mstep: Class 54 contains 33336 members 
Mstep: Class 55 contains 19736 members 
Mstep: Class 56 contains 29444 members 
Mstep: Class 57 contains 35122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84250168.000000 Penalty: 180303.937500
Iteration 276Q: 57 clusters Score -8.425017e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 21289 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 5075 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 29133 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15248 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7933 members 
Mstep: Class 19 contains 39017 members 
Mstep: Class 20 contains 8110 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4846 members 
Mstep: Class 27 contains 18287 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14277 members 
Mstep: Class 31 contains 2034 members 
Mstep: Class 32 contains 19278 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 3844 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10631 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15547 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 28533 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16273 members 
Mstep: Class 53 contains 2384 members 
Mstep: Class 54 contains 33449 members 
Mstep: Class 55 contains 19901 members 
Mstep: Class 56 contains 29440 members 
Mstep: Class 57 contains 35106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84250208.000000 Penalty: 180303.937500
Iteration 277Q: 57 clusters Score -8.425021e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 21322 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 5077 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 29282 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15265 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7934 members 
Mstep: Class 19 contains 39005 members 
Mstep: Class 20 contains 8108 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 18218 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14277 members 
Mstep: Class 31 contains 2034 members 
Mstep: Class 32 contains 19272 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 3831 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10523 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15538 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28489 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16269 members 
Mstep: Class 53 contains 2384 members 
Mstep: Class 54 contains 33528 members 
Mstep: Class 55 contains 20033 members 
Mstep: Class 56 contains 29427 members 
Mstep: Class 57 contains 35132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84249992.000000 Penalty: 180303.937500
Iteration 278Q: 57 clusters Score -8.424999e+07 nChanged 1325
Entering ConstructFrom: 
Score: -84249992.000000 Penalty: 180303.937500
Entering ConstructFrom: 
Trying to split cluster 1 (11378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Entering Unmasked Estep 
Score: -2237598.500000 Penalty: 2316.180176
	Iteration 0F: 2 clusters Score -2237598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2228983.250000 Penalty: 4632.360352
	Iteration 0F: 3 clusters Score -2228983 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2231556.750000 Penalty: 4632.360352
	Iteration 1F: 3 clusters Score -2231557 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2231851.000000 Penalty: 4632.360352
	Iteration 2F: 3 clusters Score -2231851 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2232052.500000 Penalty: 4632.360352
	Iteration 3Q: 3 clusters Score -2232052 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2232212.750000 Penalty: 4632.360352
	Iteration 4Q: 3 clusters Score -2232213 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2232360.750000 Penalty: 4632.360352
	Iteration 5Q: 3 clusters Score -2232361 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2232505.250000 Penalty: 4632.360352
	Iteration 6Q: 3 clusters Score -2232505 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2232632.750000 Penalty: 4632.360352
	Iteration 7Q: 3 clusters Score -2232633 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2232765.000000 Penalty: 4632.360352
	Iteration 8Q: 3 clusters Score -2232765 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2232931.750000 Penalty: 4632.360352
	Iteration 9Q: 3 clusters Score -2232932 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2233108.750000 Penalty: 4632.360352
	Iteration 10Q: 3 clusters Score -2233109 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2233315.250000 Penalty: 4632.360352
	Iteration 11Q: 3 clusters Score -2233315 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2233589.000000 Penalty: 4632.360352
	Iteration 12Q: 3 clusters Score -2233589 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2233894.500000 Penalty: 4632.360352
	Iteration 13Q: 3 clusters Score -2233894 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2234236.000000 Penalty: 4632.360352
	Iteration 14Q: 3 clusters Score -2234236 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2234548.500000 Penalty: 4632.360352
	Iteration 15Q: 3 clusters Score -2234548 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2234808.000000 Penalty: 4632.360352
	Iteration 16Q: 3 clusters Score -2234808 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2234998.750000 Penalty: 4632.360352
	Iteration 17Q: 3 clusters Score -2234999 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2235168.500000 Penalty: 4632.360352
	Iteration 18Q: 3 clusters Score -2235168 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2235261.500000 Penalty: 4632.360352
	Iteration 19Q: 3 clusters Score -2235262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2235344.750000 Penalty: 4632.360352
	Iteration 20F: 3 clusters Score -2235345 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2235404.250000 Penalty: 4632.360352
	Iteration 21Q: 3 clusters Score -2235404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2235445.500000 Penalty: 4632.360352
	Iteration 22Q: 3 clusters Score -2235446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2235478.000000 Penalty: 4632.360352
	Iteration 23Q: 3 clusters Score -2235478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2235495.250000 Penalty: 4632.360352
	Iteration 24Q: 3 clusters Score -2235495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2235507.500000 Penalty: 4632.360352
	Iteration 25Q: 3 clusters Score -2235508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2235513.250000 Penalty: 4632.360352
	Iteration 26Q: 3 clusters Score -2235513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2235517.500000 Penalty: 4632.360352
	Iteration 27Q: 3 clusters Score -2235518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2235518.250000 Penalty: 4632.360352
	Iteration 28Q: 3 clusters Score -2235518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2235518.250000 Penalty: 4632.360352
	Iteration 29F: 3 clusters Score -2235518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Entering Unmasked Estep 
Score: -4202114.000000 Penalty: 2472.020020
	Iteration 0F: 2 clusters Score -4202114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -4187490.250000 Penalty: 4944.040039
	Iteration 0F: 3 clusters Score -4187490 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -4192521.250000 Penalty: 4944.040039
	Iteration 1F: 3 clusters Score -4192521 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -4193061.500000 Penalty: 4944.040039
	Iteration 2F: 3 clusters Score -4193062 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -4193605.500000 Penalty: 4944.040039
	Iteration 3F: 3 clusters Score -4193606 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -4194284.000000 Penalty: 4944.040039
	Iteration 4F: 3 clusters Score -4194284 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4195052.500000 Penalty: 4944.040039
	Iteration 5F: 3 clusters Score -4195052 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4195951.000000 Penalty: 4944.040039
	Iteration 6F: 3 clusters Score -4195951 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4196896.500000 Penalty: 4944.040039
	Iteration 7F: 3 clusters Score -4196896 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -4197795.000000 Penalty: 4944.040039
	Iteration 8F: 3 clusters Score -4197795 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4198552.000000 Penalty: 4944.040039
	Iteration 9Q: 3 clusters Score -4198552 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -4199089.500000 Penalty: 4944.040039
	Iteration 10Q: 3 clusters Score -4199090 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -4199437.500000 Penalty: 4944.040039
	Iteration 11Q: 3 clusters Score -4199438 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -4199618.000000 Penalty: 4944.040039
	Iteration 12Q: 3 clusters Score -4199618 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -4199740.000000 Penalty: 4944.040039
	Iteration 13Q: 3 clusters Score -4199740 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4199826.000000 Penalty: 4944.040039
	Iteration 14Q: 3 clusters Score -4199826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -4199865.500000 Penalty: 4944.040039
	Iteration 15Q: 3 clusters Score -4199866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4199887.000000 Penalty: 4944.040039
	Iteration 16Q: 3 clusters Score -4199887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4199913.000000 Penalty: 4944.040039
	Iteration 17Q: 3 clusters Score -4199913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -4199948.500000 Penalty: 4944.040039
	Iteration 18Q: 3 clusters Score -4199948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -4199965.500000 Penalty: 4944.040039
	Iteration 19Q: 3 clusters Score -4199966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4199976.500000 Penalty: 4944.040039
	Iteration 20F: 3 clusters Score -4199976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -4199989.500000 Penalty: 4944.040039
	Iteration 21Q: 3 clusters Score -4199990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -4199987.000000 Penalty: 4944.040039
	Iteration 22Q: 3 clusters Score -4199987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -4199988.000000 Penalty: 4944.040039
	Iteration 23Q: 3 clusters Score -4199988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -4199991.500000 Penalty: 4944.040039
	Iteration 24Q: 3 clusters Score -4199992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -4199992.500000 Penalty: 4944.040039
	Iteration 25Q: 3 clusters Score -4199992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -4199992.500000 Penalty: 4944.040039
	Iteration 26F: 3 clusters Score -4199992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -221820.109375 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -221820.1 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 613 members 
Entering Unmasked Estep 
Score: -219734.156250 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -219734.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -220093.640625 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -220093.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -220218.218750 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -220218.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -220307.812500 Penalty: 3530.536133
	Iteration 3Q: 3 clusters Score -220307.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -220370.843750 Penalty: 3530.536133
	Iteration 4Q: 3 clusters Score -220370.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -220408.234375 Penalty: 3530.536133
	Iteration 5Q: 3 clusters Score -220408.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -220447.453125 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -220447.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -220471.468750 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -220471.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -220490.750000 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -220490.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -220510.250000 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -220510.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -220522.937500 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -220522.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -220528.765625 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -220528.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -220536.437500 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -220536.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -220549.343750 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -220549.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -220558.421875 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -220558.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -220564.750000 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -220564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -220570.093750 Penalty: 3530.536133
	Iteration 16Q: 3 clusters Score -220570.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -220575.218750 Penalty: 3530.536133
	Iteration 17Q: 3 clusters Score -220575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -220580.640625 Penalty: 3530.536133
	Iteration 18Q: 3 clusters Score -220580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -220582.093750 Penalty: 3530.536133
	Iteration 19Q: 3 clusters Score -220582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -220582.093750 Penalty: 3530.536133
	Iteration 20F: 3 clusters Score -220582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Entering Unmasked Estep 
Score: -712167.187500 Penalty: 2051.850830
	Iteration 0F: 2 clusters Score -712167.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -708337.375000 Penalty: 4103.701660
	Iteration 0F: 3 clusters Score -708337.4 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -709263.750000 Penalty: 4103.701660
	Iteration 1F: 3 clusters Score -709263.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -709506.812500 Penalty: 4103.701660
	Iteration 2F: 3 clusters Score -709506.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -709697.312500 Penalty: 4103.701660
	Iteration 3F: 3 clusters Score -709697.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -709933.187500 Penalty: 4103.701660
	Iteration 4F: 3 clusters Score -709933.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -710183.062500 Penalty: 4103.701660
	Iteration 5F: 3 clusters Score -710183.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -710407.937500 Penalty: 4103.701660
	Iteration 6F: 3 clusters Score -710407.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -710603.812500 Penalty: 4103.701660
	Iteration 7F: 3 clusters Score -710603.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -710746.750000 Penalty: 4103.701660
	Iteration 8Q: 3 clusters Score -710746.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -710884.875000 Penalty: 4103.701660
	Iteration 9Q: 3 clusters Score -710884.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -711016.000000 Penalty: 4103.701660
	Iteration 10Q: 3 clusters Score -711016 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -711134.750000 Penalty: 4103.701660
	Iteration 11Q: 3 clusters Score -711134.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -711207.062500 Penalty: 4103.701660
	Iteration 12Q: 3 clusters Score -711207.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -711257.625000 Penalty: 4103.701660
	Iteration 13Q: 3 clusters Score -711257.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -711290.187500 Penalty: 4103.701660
	Iteration 14Q: 3 clusters Score -711290.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -711318.437500 Penalty: 4103.701660
	Iteration 15Q: 3 clusters Score -711318.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -711337.937500 Penalty: 4103.701660
	Iteration 16Q: 3 clusters Score -711337.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -711354.000000 Penalty: 4103.701660
	Iteration 17Q: 3 clusters Score -711354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -711364.500000 Penalty: 4103.701660
	Iteration 18Q: 3 clusters Score -711364.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -711379.812500 Penalty: 4103.701660
	Iteration 19Q: 3 clusters Score -711379.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -711390.750000 Penalty: 4103.701660
	Iteration 20F: 3 clusters Score -711390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -711396.437500 Penalty: 4103.701660
	Iteration 21Q: 3 clusters Score -711396.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -711403.625000 Penalty: 4103.701660
	Iteration 22Q: 3 clusters Score -711403.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -711410.312500 Penalty: 4103.701660
	Iteration 23Q: 3 clusters Score -711410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -711413.937500 Penalty: 4103.701660
	Iteration 24Q: 3 clusters Score -711413.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -711417.437500 Penalty: 4103.701660
	Iteration 25Q: 3 clusters Score -711417.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -711420.750000 Penalty: 4103.701660
	Iteration 26Q: 3 clusters Score -711420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -711423.312500 Penalty: 4103.701660
	Iteration 27Q: 3 clusters Score -711423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -711423.000000 Penalty: 4103.701660
	Iteration 28Q: 3 clusters Score -711423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -711423.000000 Penalty: 4103.701660
	Iteration 29F: 3 clusters Score -711423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Entering Unmasked Estep 
Score: -991691.625000 Penalty: 2115.956299
	Iteration 0F: 2 clusters Score -991691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -987159.562500 Penalty: 4231.912598
	Iteration 0F: 3 clusters Score -987159.6 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -988285.875000 Penalty: 4231.912598
	Iteration 1F: 3 clusters Score -988285.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -988590.250000 Penalty: 4231.912598
	Iteration 2F: 3 clusters Score -988590.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -988817.312500 Penalty: 4231.912598
	Iteration 3F: 3 clusters Score -988817.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -989049.625000 Penalty: 4231.912598
	Iteration 4F: 3 clusters Score -989049.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -989327.250000 Penalty: 4231.912598
	Iteration 5F: 3 clusters Score -989327.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -989659.062500 Penalty: 4231.912598
	Iteration 6F: 3 clusters Score -989659.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -990058.250000 Penalty: 4231.912598
	Iteration 7F: 3 clusters Score -990058.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -990475.812500 Penalty: 4231.912598
	Iteration 8F: 3 clusters Score -990475.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -990802.687500 Penalty: 4231.912598
	Iteration 9F: 3 clusters Score -990802.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -991031.062500 Penalty: 4231.912598
	Iteration 10Q: 3 clusters Score -991031.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -991129.687500 Penalty: 4231.912598
	Iteration 11Q: 3 clusters Score -991129.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -991170.625000 Penalty: 4231.912598
	Iteration 12Q: 3 clusters Score -991170.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -991200.187500 Penalty: 4231.912598
	Iteration 13Q: 3 clusters Score -991200.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -991222.125000 Penalty: 4231.912598
	Iteration 14Q: 3 clusters Score -991222.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -991236.562500 Penalty: 4231.912598
	Iteration 15Q: 3 clusters Score -991236.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -991244.250000 Penalty: 4231.912598
	Iteration 16Q: 3 clusters Score -991244.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -991251.250000 Penalty: 4231.912598
	Iteration 17Q: 3 clusters Score -991251.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -991254.000000 Penalty: 4231.912598
	Iteration 18Q: 3 clusters Score -991254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -991254.625000 Penalty: 4231.912598
	Iteration 19Q: 3 clusters Score -991254.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -991257.312500 Penalty: 4231.912598
	Iteration 20F: 3 clusters Score -991257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -991261.312500 Penalty: 4231.912598
	Iteration 21Q: 3 clusters Score -991261.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -991263.812500 Penalty: 4231.912598
	Iteration 22Q: 3 clusters Score -991263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -991265.125000 Penalty: 4231.912598
	Iteration 23Q: 3 clusters Score -991265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -991266.312500 Penalty: 4231.912598
	Iteration 24Q: 3 clusters Score -991266.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -991265.562500 Penalty: 4231.912598
	Iteration 25Q: 3 clusters Score -991265.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -991265.562500 Penalty: 4231.912598
	Iteration 26F: 3 clusters Score -991265.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -124997.179688 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -124997.2 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 383 members 
Entering Unmasked Estep 
Score: -123334.023438 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -123334 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -123672.898438 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -123672.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -123870.546875 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -123870.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -123974.179688 Penalty: 3302.373535
	Iteration 3F: 3 clusters Score -123974.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -124043.179688 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -124043.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -124155.898438 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -124155.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -124282.695312 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -124282.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -124370.273438 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -124370.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -124437.609375 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -124437.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -124479.093750 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -124479.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -124517.242188 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -124517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -124528.734375 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -124528.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -124541.242188 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -124541.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -124547.609375 Penalty: 3302.373535
	Iteration 13Q: 3 clusters Score -124547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -124551.812500 Penalty: 3302.373535
	Iteration 14Q: 3 clusters Score -124551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -124551.812500 Penalty: 3302.373535
	Iteration 15F: 3 clusters Score -124551.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -68105.507812 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -68105.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -66693.359375 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -66693.36 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66834.226562 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -66834.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66901.773438 Penalty: 2961.745850
	Iteration 2Q: 3 clusters Score -66901.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66938.445312 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -66938.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66972.468750 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -66972.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -67055.101562 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -67055.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -67117.992188 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -67117.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -67145.476562 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -67145.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -67181.476562 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -67181.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67202.132812 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -67202.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -67233.976562 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -67233.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -67329.453125 Penalty: 2961.745850
	Iteration 11Q: 3 clusters Score -67329.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67388.382812 Penalty: 2961.745850
	Iteration 12Q: 3 clusters Score -67388.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67411.585938 Penalty: 2961.745850
	Iteration 13Q: 3 clusters Score -67411.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67426.554688 Penalty: 2961.745850
	Iteration 14Q: 3 clusters Score -67426.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -67445.804688 Penalty: 2961.745850
	Iteration 15Q: 3 clusters Score -67445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67465.445312 Penalty: 2961.745850
	Iteration 16Q: 3 clusters Score -67465.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67480.078125 Penalty: 2961.745850
	Iteration 17Q: 3 clusters Score -67480.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -67499.343750 Penalty: 2961.745850
	Iteration 18Q: 3 clusters Score -67499.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -67507.398438 Penalty: 2961.745850
	Iteration 19Q: 3 clusters Score -67507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -67535.179688 Penalty: 2961.745850
	Iteration 20F: 3 clusters Score -67535.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67557.359375 Penalty: 2961.745850
	Iteration 21Q: 3 clusters Score -67557.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -67618.234375 Penalty: 2961.745850
	Iteration 22Q: 3 clusters Score -67618.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -67668.390625 Penalty: 2961.745850
	Iteration 23Q: 3 clusters Score -67668.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67686.789062 Penalty: 2961.745850
	Iteration 24Q: 3 clusters Score -67686.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67703.312500 Penalty: 2961.745850
	Iteration 25Q: 3 clusters Score -67703.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67733.601562 Penalty: 2961.745850
	Iteration 26Q: 3 clusters Score -67733.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67733.601562 Penalty: 2961.745850
	Iteration 27F: 3 clusters Score -67733.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -42439.226562 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -42439.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41297.703125 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -41297.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -41488.855469 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -41488.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41520.875000 Penalty: 2824.091309
	Iteration 2Q: 3 clusters Score -41520.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41555.589844 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -41555.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -41568.492188 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -41568.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41578.402344 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -41578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -41585.941406 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -41585.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -41591.660156 Penalty: 2824.091309
	Iteration 7Q: 3 clusters Score -41591.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -41594.597656 Penalty: 2824.091309
	Iteration 8Q: 3 clusters Score -41594.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -41603.890625 Penalty: 2824.091309
	Iteration 9Q: 3 clusters Score -41603.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -41612.972656 Penalty: 2824.091309
	Iteration 10Q: 3 clusters Score -41612.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -41627.851562 Penalty: 2824.091309
	Iteration 11Q: 3 clusters Score -41627.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -41650.449219 Penalty: 2824.091309
	Iteration 12Q: 3 clusters Score -41650.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -41687.945312 Penalty: 2824.091309
	Iteration 13Q: 3 clusters Score -41687.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -41706.140625 Penalty: 2824.091309
	Iteration 14Q: 3 clusters Score -41706.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -41712.390625 Penalty: 2824.091309
	Iteration 15Q: 3 clusters Score -41712.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -41721.195312 Penalty: 2824.091309
	Iteration 16Q: 3 clusters Score -41721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -41729.386719 Penalty: 2824.091309
	Iteration 17Q: 3 clusters Score -41729.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -41730.914062 Penalty: 2824.091309
	Iteration 18Q: 3 clusters Score -41730.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -41732.402344 Penalty: 2824.091309
	Iteration 19Q: 3 clusters Score -41732.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -41732.402344 Penalty: 2824.091309
	Iteration 20F: 3 clusters Score -41732.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -313097.812500 Penalty: 1859.994263
	Iteration 0F: 2 clusters Score -313097.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -310649.375000 Penalty: 3719.988525
	Iteration 0F: 3 clusters Score -310649.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -311264.375000 Penalty: 3719.988525
	Iteration 1F: 3 clusters Score -311264.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -311529.062500 Penalty: 3719.988525
	Iteration 2F: 3 clusters Score -311529.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -311714.281250 Penalty: 3719.988525
	Iteration 3F: 3 clusters Score -311714.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -311858.125000 Penalty: 3719.988525
	Iteration 4F: 3 clusters Score -311858.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -311957.093750 Penalty: 3719.988525
	Iteration 5Q: 3 clusters Score -311957.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -312013.125000 Penalty: 3719.988525
	Iteration 6Q: 3 clusters Score -312013.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -312062.781250 Penalty: 3719.988525
	Iteration 7Q: 3 clusters Score -312062.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -312090.093750 Penalty: 3719.988525
	Iteration 8Q: 3 clusters Score -312090.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -312099.656250 Penalty: 3719.988525
	Iteration 9Q: 3 clusters Score -312099.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -312102.687500 Penalty: 3719.988525
	Iteration 10Q: 3 clusters Score -312102.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -312108.062500 Penalty: 3719.988525
	Iteration 11Q: 3 clusters Score -312108.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -312112.437500 Penalty: 3719.988525
	Iteration 12Q: 3 clusters Score -312112.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -312117.000000 Penalty: 3719.988525
	Iteration 13Q: 3 clusters Score -312117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -312121.531250 Penalty: 3719.988525
	Iteration 14Q: 3 clusters Score -312121.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -312126.906250 Penalty: 3719.988525
	Iteration 15Q: 3 clusters Score -312126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -312128.593750 Penalty: 3719.988525
	Iteration 16Q: 3 clusters Score -312128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -312134.906250 Penalty: 3719.988525
	Iteration 17Q: 3 clusters Score -312134.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -312144.687500 Penalty: 3719.988525
	Iteration 18Q: 3 clusters Score -312144.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -312153.593750 Penalty: 3719.988525
	Iteration 19Q: 3 clusters Score -312153.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -312159.875000 Penalty: 3719.988525
	Iteration 20F: 3 clusters Score -312159.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -312167.500000 Penalty: 3719.988525
	Iteration 21Q: 3 clusters Score -312167.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -312169.375000 Penalty: 3719.988525
	Iteration 22Q: 3 clusters Score -312169.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -312169.375000 Penalty: 3719.988525
	Iteration 23F: 3 clusters Score -312169.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -131894.421875 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -131894.4 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: -130160.703125 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -130160.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -130472.914062 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -130472.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -130720.265625 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -130720.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -130892.953125 Penalty: 3279.572266
	Iteration 3F: 3 clusters Score -130893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -131033.078125 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -131033.1 nChanged 30
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: -131139.687500 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -131139.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -131219.437500 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -131219.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -131338.171875 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -131338.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -131453.343750 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -131453.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -131482.718750 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -131482.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -131500.156250 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -131500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -131514.218750 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -131514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -131519.125000 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -131519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -131527.906250 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -131527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -131527.906250 Penalty: 3279.572266
	Iteration 14F: 3 clusters Score -131527.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Entering Unmasked Estep 
Score: -1085741.000000 Penalty: 2141.253418
	Iteration 0F: 2 clusters Score -1085741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1080828.125000 Penalty: 4282.506836
	Iteration 0F: 3 clusters Score -1080828 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1082071.875000 Penalty: 4282.506836
	Iteration 1F: 3 clusters Score -1082072 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1082394.500000 Penalty: 4282.506836
	Iteration 2F: 3 clusters Score -1082394 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1082687.125000 Penalty: 4282.506836
	Iteration 3F: 3 clusters Score -1082687 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1082920.875000 Penalty: 4282.506836
	Iteration 4F: 3 clusters Score -1082921 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1083162.875000 Penalty: 4282.506836
	Iteration 5F: 3 clusters Score -1083163 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1083395.375000 Penalty: 4282.506836
	Iteration 6F: 3 clusters Score -1083395 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1083586.125000 Penalty: 4282.506836
	Iteration 7Q: 3 clusters Score -1083586 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1083731.625000 Penalty: 4282.506836
	Iteration 8Q: 3 clusters Score -1083732 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1083850.750000 Penalty: 4282.506836
	Iteration 9Q: 3 clusters Score -1083851 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1083947.875000 Penalty: 4282.506836
	Iteration 10Q: 3 clusters Score -1083948 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1084039.375000 Penalty: 4282.506836
	Iteration 11Q: 3 clusters Score -1084039 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1084107.875000 Penalty: 4282.506836
	Iteration 12Q: 3 clusters Score -1084108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1084164.500000 Penalty: 4282.506836
	Iteration 13Q: 3 clusters Score -1084164 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1084206.500000 Penalty: 4282.506836
	Iteration 14Q: 3 clusters Score -1084206 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1084235.000000 Penalty: 4282.506836
	Iteration 15Q: 3 clusters Score -1084235 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1084267.250000 Penalty: 4282.506836
	Iteration 16Q: 3 clusters Score -1084267 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1084291.625000 Penalty: 4282.506836
	Iteration 17Q: 3 clusters Score -1084292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1084306.375000 Penalty: 4282.506836
	Iteration 18Q: 3 clusters Score -1084306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1084327.125000 Penalty: 4282.506836
	Iteration 19Q: 3 clusters Score -1084327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1084340.750000 Penalty: 4282.506836
	Iteration 20F: 3 clusters Score -1084341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1084355.125000 Penalty: 4282.506836
	Iteration 21Q: 3 clusters Score -1084355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1084366.875000 Penalty: 4282.506836
	Iteration 22Q: 3 clusters Score -1084367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1084374.125000 Penalty: 4282.506836
	Iteration 23Q: 3 clusters Score -1084374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1084378.875000 Penalty: 4282.506836
	Iteration 24Q: 3 clusters Score -1084379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1084384.375000 Penalty: 4282.506836
	Iteration 25Q: 3 clusters Score -1084384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1084392.750000 Penalty: 4282.506836
	Iteration 26Q: 3 clusters Score -1084393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1084397.750000 Penalty: 4282.506836
	Iteration 27Q: 3 clusters Score -1084398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1084399.750000 Penalty: 4282.506836
	Iteration 28Q: 3 clusters Score -1084400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1084404.250000 Penalty: 4282.506836
	Iteration 29Q: 3 clusters Score -1084404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1084405.625000 Penalty: 4282.506836
	Iteration 30Q: 3 clusters Score -1084406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1084409.500000 Penalty: 4282.506836
	Iteration 31Q: 3 clusters Score -1084410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1084412.000000 Penalty: 4282.506836
	Iteration 32Q: 3 clusters Score -1084412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1084414.625000 Penalty: 4282.506836
	Iteration 33Q: 3 clusters Score -1084415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1084415.625000 Penalty: 4282.506836
	Iteration 34Q: 3 clusters Score -1084416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1084414.875000 Penalty: 4282.506836
	Iteration 35Q: 3 clusters Score -1084415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1084415.375000 Penalty: 4282.506836
	Iteration 36Q: 3 clusters Score -1084415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1084415.625000 Penalty: 4282.506836
	Iteration 37Q: 3 clusters Score -1084416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1084415.875000 Penalty: 4282.506836
	Iteration 38Q: 3 clusters Score -1084416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1084418.875000 Penalty: 4282.506836
	Iteration 39Q: 3 clusters Score -1084419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1084419.625000 Penalty: 4282.506836
	Iteration 40F: 3 clusters Score -1084420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Entering Unmasked Estep 
Score: -1091260.625000 Penalty: 2130.061035
	Iteration 0F: 2 clusters Score -1091261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1086448.625000 Penalty: 4260.122070
	Iteration 0F: 3 clusters Score -1086449 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1087571.875000 Penalty: 4260.122070
	Iteration 1F: 3 clusters Score -1087572 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1087813.875000 Penalty: 4260.122070
	Iteration 2F: 3 clusters Score -1087814 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1087956.750000 Penalty: 4260.122070
	Iteration 3F: 3 clusters Score -1087957 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1088059.375000 Penalty: 4260.122070
	Iteration 4Q: 3 clusters Score -1088059 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1088131.875000 Penalty: 4260.122070
	Iteration 5Q: 3 clusters Score -1088132 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1088189.750000 Penalty: 4260.122070
	Iteration 6Q: 3 clusters Score -1088190 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1088237.875000 Penalty: 4260.122070
	Iteration 7Q: 3 clusters Score -1088238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1088283.625000 Penalty: 4260.122070
	Iteration 8Q: 3 clusters Score -1088284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1088323.875000 Penalty: 4260.122070
	Iteration 9Q: 3 clusters Score -1088324 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1088367.250000 Penalty: 4260.122070
	Iteration 10Q: 3 clusters Score -1088367 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1088408.000000 Penalty: 4260.122070
	Iteration 11Q: 3 clusters Score -1088408 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1088454.500000 Penalty: 4260.122070
	Iteration 12Q: 3 clusters Score -1088454 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1088502.875000 Penalty: 4260.122070
	Iteration 13Q: 3 clusters Score -1088503 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1088559.125000 Penalty: 4260.122070
	Iteration 14Q: 3 clusters Score -1088559 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1088615.250000 Penalty: 4260.122070
	Iteration 15Q: 3 clusters Score -1088615 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1088676.125000 Penalty: 4260.122070
	Iteration 16Q: 3 clusters Score -1088676 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1088720.000000 Penalty: 4260.122070
	Iteration 17Q: 3 clusters Score -1088720 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1088766.125000 Penalty: 4260.122070
	Iteration 18Q: 3 clusters Score -1088766 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1088823.250000 Penalty: 4260.122070
	Iteration 19Q: 3 clusters Score -1088823 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1088875.750000 Penalty: 4260.122070
	Iteration 20F: 3 clusters Score -1088876 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1088929.000000 Penalty: 4260.122070
	Iteration 21Q: 3 clusters Score -1088929 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1088973.875000 Penalty: 4260.122070
	Iteration 22Q: 3 clusters Score -1088974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1089025.750000 Penalty: 4260.122070
	Iteration 23Q: 3 clusters Score -1089026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1089073.625000 Penalty: 4260.122070
	Iteration 24Q: 3 clusters Score -1089074 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1089127.125000 Penalty: 4260.122070
	Iteration 25Q: 3 clusters Score -1089127 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1089176.750000 Penalty: 4260.122070
	Iteration 26Q: 3 clusters Score -1089177 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1089211.625000 Penalty: 4260.122070
	Iteration 27Q: 3 clusters Score -1089212 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1089243.000000 Penalty: 4260.122070
	Iteration 28Q: 3 clusters Score -1089243 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1089269.750000 Penalty: 4260.122070
	Iteration 29Q: 3 clusters Score -1089270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1089289.750000 Penalty: 4260.122070
	Iteration 30Q: 3 clusters Score -1089290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1089308.500000 Penalty: 4260.122070
	Iteration 31Q: 3 clusters Score -1089308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1089325.750000 Penalty: 4260.122070
	Iteration 32Q: 3 clusters Score -1089326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1089346.125000 Penalty: 4260.122070
	Iteration 33Q: 3 clusters Score -1089346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1089359.125000 Penalty: 4260.122070
	Iteration 34Q: 3 clusters Score -1089359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1089368.125000 Penalty: 4260.122070
	Iteration 35Q: 3 clusters Score -1089368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1089373.500000 Penalty: 4260.122070
	Iteration 36Q: 3 clusters Score -1089374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1089379.375000 Penalty: 4260.122070
	Iteration 37Q: 3 clusters Score -1089379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1089384.500000 Penalty: 4260.122070
	Iteration 38Q: 3 clusters Score -1089384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1089392.000000 Penalty: 4260.122070
	Iteration 39Q: 3 clusters Score -1089392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1089395.375000 Penalty: 4260.122070
	Iteration 40F: 3 clusters Score -1089395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1089400.375000 Penalty: 4260.122070
	Iteration 41Q: 3 clusters Score -1089400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1089403.750000 Penalty: 4260.122070
	Iteration 42Q: 3 clusters Score -1089404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1089407.125000 Penalty: 4260.122070
	Iteration 43Q: 3 clusters Score -1089407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1089408.750000 Penalty: 4260.122070
	Iteration 44Q: 3 clusters Score -1089409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1089412.375000 Penalty: 4260.122070
	Iteration 45Q: 3 clusters Score -1089412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1089418.250000 Penalty: 4260.122070
	Iteration 46Q: 3 clusters Score -1089418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1089424.375000 Penalty: 4260.122070
	Iteration 47Q: 3 clusters Score -1089424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1089432.250000 Penalty: 4260.122070
	Iteration 48Q: 3 clusters Score -1089432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1089442.625000 Penalty: 4260.122070
	Iteration 49Q: 3 clusters Score -1089443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1089451.375000 Penalty: 4260.122070
	Iteration 50Q: 3 clusters Score -1089451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1089459.125000 Penalty: 4260.122070
	Iteration 51Q: 3 clusters Score -1089459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1089463.750000 Penalty: 4260.122070
	Iteration 52Q: 3 clusters Score -1089464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1089466.875000 Penalty: 4260.122070
	Iteration 53Q: 3 clusters Score -1089467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1089467.375000 Penalty: 4260.122070
	Iteration 54Q: 3 clusters Score -1089467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1089473.250000 Penalty: 4260.122070
	Iteration 55Q: 3 clusters Score -1089473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1089474.375000 Penalty: 4260.122070
	Iteration 56Q: 3 clusters Score -1089474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1089477.500000 Penalty: 4260.122070
	Iteration 57Q: 3 clusters Score -1089478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1089479.625000 Penalty: 4260.122070
	Iteration 58Q: 3 clusters Score -1089480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1089482.500000 Penalty: 4260.122070
	Iteration 59Q: 3 clusters Score -1089482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1089483.625000 Penalty: 4260.122070
	Iteration 60F: 3 clusters Score -1089484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1089487.000000 Penalty: 4260.122070
	Iteration 61Q: 3 clusters Score -1089487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1089488.750000 Penalty: 4260.122070
	Iteration 62Q: 3 clusters Score -1089489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1089494.250000 Penalty: 4260.122070
	Iteration 63Q: 3 clusters Score -1089494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1089498.375000 Penalty: 4260.122070
	Iteration 64Q: 3 clusters Score -1089498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1089499.625000 Penalty: 4260.122070
	Iteration 65Q: 3 clusters Score -1089500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1089502.375000 Penalty: 4260.122070
	Iteration 66Q: 3 clusters Score -1089502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1089503.375000 Penalty: 4260.122070
	Iteration 67Q: 3 clusters Score -1089503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1089504.125000 Penalty: 4260.122070
	Iteration 68Q: 3 clusters Score -1089504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1089503.875000 Penalty: 4260.122070
	Iteration 69Q: 3 clusters Score -1089504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1089505.625000 Penalty: 4260.122070
	Iteration 70Q: 3 clusters Score -1089506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1089507.000000 Penalty: 4260.122070
	Iteration 71Q: 3 clusters Score -1089507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1089509.750000 Penalty: 4260.122070
	Iteration 72Q: 3 clusters Score -1089510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1089509.000000 Penalty: 4260.122070
	Iteration 73Q: 3 clusters Score -1089509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1089512.500000 Penalty: 4260.122070
	Iteration 74Q: 3 clusters Score -1089512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1089512.125000 Penalty: 4260.122070
	Iteration 75Q: 3 clusters Score -1089512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1089514.500000 Penalty: 4260.122070
	Iteration 76Q: 3 clusters Score -1089514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1089515.250000 Penalty: 4260.122070
	Iteration 77Q: 3 clusters Score -1089515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1089515.250000 Penalty: 4260.122070
	Iteration 78F: 3 clusters Score -1089515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Entering Unmasked Estep 
Score: -5795604.000000 Penalty: 2551.694336
	Iteration 0F: 2 clusters Score -5795604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -5776788.000000 Penalty: 5103.388672
	Iteration 0F: 3 clusters Score -5776788 nChanged 13330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -5784185.000000 Penalty: 5103.388672
	Iteration 1F: 3 clusters Score -5784185 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -5784606.500000 Penalty: 5103.388672
	Iteration 2Q: 3 clusters Score -5784606 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -5784918.500000 Penalty: 5103.388672
	Iteration 3Q: 3 clusters Score -5784918 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -5785177.000000 Penalty: 5103.388672
	Iteration 4Q: 3 clusters Score -5785177 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -5785420.000000 Penalty: 5103.388672
	Iteration 5Q: 3 clusters Score -5785420 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -5785618.000000 Penalty: 5103.388672
	Iteration 6Q: 3 clusters Score -5785618 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -5785825.500000 Penalty: 5103.388672
	Iteration 7Q: 3 clusters Score -5785826 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -5786025.000000 Penalty: 5103.388672
	Iteration 8Q: 3 clusters Score -5786025 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -5786295.500000 Penalty: 5103.388672
	Iteration 9Q: 3 clusters Score -5786296 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -5786645.000000 Penalty: 5103.388672
	Iteration 10Q: 3 clusters Score -5786645 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -5787080.500000 Penalty: 5103.388672
	Iteration 11Q: 3 clusters Score -5787080 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -5787709.500000 Penalty: 5103.388672
	Iteration 12Q: 3 clusters Score -5787710 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -5788430.500000 Penalty: 5103.388672
	Iteration 13Q: 3 clusters Score -5788430 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -5789328.000000 Penalty: 5103.388672
	Iteration 14F: 3 clusters Score -5789328 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -5790143.000000 Penalty: 5103.388672
	Iteration 15F: 3 clusters Score -5790143 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -5790970.000000 Penalty: 5103.388672
	Iteration 16Q: 3 clusters Score -5790970 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -5791923.500000 Penalty: 5103.388672
	Iteration 17Q: 3 clusters Score -5791924 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -5792472.000000 Penalty: 5103.388672
	Iteration 18Q: 3 clusters Score -5792472 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -5792783.500000 Penalty: 5103.388672
	Iteration 19Q: 3 clusters Score -5792784 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -5792940.000000 Penalty: 5103.388672
	Iteration 20F: 3 clusters Score -5792940 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -5793074.000000 Penalty: 5103.388672
	Iteration 21Q: 3 clusters Score -5793074 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -5793176.000000 Penalty: 5103.388672
	Iteration 22Q: 3 clusters Score -5793176 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -5793265.500000 Penalty: 5103.388672
	Iteration 23Q: 3 clusters Score -5793266 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -5793312.500000 Penalty: 5103.388672
	Iteration 24Q: 3 clusters Score -5793312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -5793334.500000 Penalty: 5103.388672
	Iteration 25Q: 3 clusters Score -5793334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -5793357.000000 Penalty: 5103.388672
	Iteration 26Q: 3 clusters Score -5793357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -5793368.000000 Penalty: 5103.388672
	Iteration 27Q: 3 clusters Score -5793368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5793366.000000 Penalty: 5103.388672
	Iteration 28Q: 3 clusters Score -5793366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -5793382.500000 Penalty: 5103.388672
	Iteration 29Q: 3 clusters Score -5793382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -5793380.500000 Penalty: 5103.388672
	Iteration 30Q: 3 clusters Score -5793380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -5793385.000000 Penalty: 5103.388672
	Iteration 31Q: 3 clusters Score -5793385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -5793388.500000 Penalty: 5103.388672
	Iteration 32Q: 3 clusters Score -5793388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -5793391.000000 Penalty: 5103.388672
	Iteration 33Q: 3 clusters Score -5793391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -5793396.500000 Penalty: 5103.388672
	Iteration 34Q: 3 clusters Score -5793396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -5793403.500000 Penalty: 5103.388672
	Iteration 35Q: 3 clusters Score -5793404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -5793404.500000 Penalty: 5103.388672
	Iteration 36Q: 3 clusters Score -5793404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -5793416.000000 Penalty: 5103.388672
	Iteration 37Q: 3 clusters Score -5793416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -5793429.000000 Penalty: 5103.388672
	Iteration 38Q: 3 clusters Score -5793429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -5793435.500000 Penalty: 5103.388672
	Iteration 39Q: 3 clusters Score -5793436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -5793432.000000 Penalty: 5103.388672
	Iteration 40F: 3 clusters Score -5793432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -5793429.500000 Penalty: 5103.388672
	Iteration 41Q: 3 clusters Score -5793430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -5793438.500000 Penalty: 5103.388672
	Iteration 42Q: 3 clusters Score -5793438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -5793447.500000 Penalty: 5103.388672
	Iteration 43Q: 3 clusters Score -5793448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -5793447.000000 Penalty: 5103.388672
	Iteration 44Q: 3 clusters Score -5793447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -5793455.000000 Penalty: 5103.388672
	Iteration 45Q: 3 clusters Score -5793455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -5793452.500000 Penalty: 5103.388672
	Iteration 46Q: 3 clusters Score -5793452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -5793452.500000 Penalty: 5103.388672
	Iteration 47F: 3 clusters Score -5793452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -37145.773438 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -37145.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36003.714844 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -36003.71 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36398.890625 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -36398.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36568.003906 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -36568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36625.683594 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -36625.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36648.027344 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -36648.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36653.824219 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -36653.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36655.878906 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -36655.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36655.878906 Penalty: 2888.230713
	Iteration 7F: 3 clusters Score -36655.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -61986.804688 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -61986.8 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 207 members 
Entering Unmasked Estep 
Score: -60749.410156 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -60749.41 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61028.707031 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -61028.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61134.730469 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -61134.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61188.394531 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -61188.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61222.832031 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -61222.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61238.699219 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -61238.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61261.066406 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -61261.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61271.277344 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -61271.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61272.609375 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -61272.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61272.609375 Penalty: 2993.598877
	Iteration 9F: 3 clusters Score -61272.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Entering Unmasked Estep 
Score: -3292596.500000 Penalty: 2389.111572
	Iteration 0F: 2 clusters Score -3292596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -3282272.000000 Penalty: 4778.223145
	Iteration 0F: 3 clusters Score -3282272 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -3285693.500000 Penalty: 4778.223145
	Iteration 1F: 3 clusters Score -3285694 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3286063.000000 Penalty: 4778.223145
	Iteration 2F: 3 clusters Score -3286063 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3286315.500000 Penalty: 4778.223145
	Iteration 3Q: 3 clusters Score -3286316 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3286498.750000 Penalty: 4778.223145
	Iteration 4Q: 3 clusters Score -3286499 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3286645.000000 Penalty: 4778.223145
	Iteration 5Q: 3 clusters Score -3286645 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3286772.500000 Penalty: 4778.223145
	Iteration 6Q: 3 clusters Score -3286772 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3286862.250000 Penalty: 4778.223145
	Iteration 7Q: 3 clusters Score -3286862 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3286980.750000 Penalty: 4778.223145
	Iteration 8Q: 3 clusters Score -3286981 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -3287073.500000 Penalty: 4778.223145
	Iteration 9Q: 3 clusters Score -3287074 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3287204.500000 Penalty: 4778.223145
	Iteration 10Q: 3 clusters Score -3287204 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3287334.250000 Penalty: 4778.223145
	Iteration 11Q: 3 clusters Score -3287334 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3287468.500000 Penalty: 4778.223145
	Iteration 12Q: 3 clusters Score -3287468 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3287618.500000 Penalty: 4778.223145
	Iteration 13Q: 3 clusters Score -3287618 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -3287768.750000 Penalty: 4778.223145
	Iteration 14Q: 3 clusters Score -3287769 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3287949.250000 Penalty: 4778.223145
	Iteration 15Q: 3 clusters Score -3287949 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3288141.500000 Penalty: 4778.223145
	Iteration 16Q: 3 clusters Score -3288142 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3288472.250000 Penalty: 4778.223145
	Iteration 17Q: 3 clusters Score -3288472 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3288831.000000 Penalty: 4778.223145
	Iteration 18Q: 3 clusters Score -3288831 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3289202.250000 Penalty: 4778.223145
	Iteration 19Q: 3 clusters Score -3289202 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3289558.750000 Penalty: 4778.223145
	Iteration 20F: 3 clusters Score -3289559 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3289836.500000 Penalty: 4778.223145
	Iteration 21Q: 3 clusters Score -3289836 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3290038.000000 Penalty: 4778.223145
	Iteration 22Q: 3 clusters Score -3290038 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3290184.000000 Penalty: 4778.223145
	Iteration 23Q: 3 clusters Score -3290184 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3290283.250000 Penalty: 4778.223145
	Iteration 24Q: 3 clusters Score -3290283 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3290336.000000 Penalty: 4778.223145
	Iteration 25Q: 3 clusters Score -3290336 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3290382.750000 Penalty: 4778.223145
	Iteration 26Q: 3 clusters Score -3290383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3290426.250000 Penalty: 4778.223145
	Iteration 27Q: 3 clusters Score -3290426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3290455.250000 Penalty: 4778.223145
	Iteration 28Q: 3 clusters Score -3290455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3290475.250000 Penalty: 4778.223145
	Iteration 29Q: 3 clusters Score -3290475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3290493.250000 Penalty: 4778.223145
	Iteration 30Q: 3 clusters Score -3290493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3290498.750000 Penalty: 4778.223145
	Iteration 31Q: 3 clusters Score -3290499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3290521.500000 Penalty: 4778.223145
	Iteration 32Q: 3 clusters Score -3290522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3290531.500000 Penalty: 4778.223145
	Iteration 33Q: 3 clusters Score -3290532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3290538.750000 Penalty: 4778.223145
	Iteration 34Q: 3 clusters Score -3290539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3290541.000000 Penalty: 4778.223145
	Iteration 35Q: 3 clusters Score -3290541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3290542.000000 Penalty: 4778.223145
	Iteration 36Q: 3 clusters Score -3290542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3290548.750000 Penalty: 4778.223145
	Iteration 37Q: 3 clusters Score -3290549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3290555.250000 Penalty: 4778.223145
	Iteration 38Q: 3 clusters Score -3290555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3290555.250000 Penalty: 4778.223145
	Iteration 39F: 3 clusters Score -3290555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -132146.593750 Penalty: 1639.452515
	Iteration 0F: 2 clusters Score -132146.6 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 387 members 
Entering Unmasked Estep 
Score: -130443.851562 Penalty: 3278.905029
	Iteration 0F: 3 clusters Score -130443.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -130745.289062 Penalty: 3278.905029
	Iteration 1F: 3 clusters Score -130745.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -130873.210938 Penalty: 3278.905029
	Iteration 2F: 3 clusters Score -130873.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -130956.898438 Penalty: 3278.905029
	Iteration 3Q: 3 clusters Score -130956.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -131005.890625 Penalty: 3278.905029
	Iteration 4Q: 3 clusters Score -131005.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -131025.046875 Penalty: 3278.905029
	Iteration 5Q: 3 clusters Score -131025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -131036.234375 Penalty: 3278.905029
	Iteration 6Q: 3 clusters Score -131036.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -131041.078125 Penalty: 3278.905029
	Iteration 7Q: 3 clusters Score -131041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -131042.000000 Penalty: 3278.905029
	Iteration 8Q: 3 clusters Score -131042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -131042.000000 Penalty: 3278.905029
	Iteration 9F: 3 clusters Score -131042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -1636326.750000 Penalty: 2227.051514
	Iteration 0F: 2 clusters Score -1636327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1629899.250000 Penalty: 4454.103027
	Iteration 0F: 3 clusters Score -1629899 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1631649.000000 Penalty: 4454.103027
	Iteration 1F: 3 clusters Score -1631649 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1631925.750000 Penalty: 4454.103027
	Iteration 2F: 3 clusters Score -1631926 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1632131.375000 Penalty: 4454.103027
	Iteration 3F: 3 clusters Score -1632131 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1632286.250000 Penalty: 4454.103027
	Iteration 4Q: 3 clusters Score -1632286 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1632435.500000 Penalty: 4454.103027
	Iteration 5Q: 3 clusters Score -1632436 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1632606.625000 Penalty: 4454.103027
	Iteration 6Q: 3 clusters Score -1632607 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1632770.500000 Penalty: 4454.103027
	Iteration 7Q: 3 clusters Score -1632770 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1632979.500000 Penalty: 4454.103027
	Iteration 8Q: 3 clusters Score -1632980 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1633169.625000 Penalty: 4454.103027
	Iteration 9Q: 3 clusters Score -1633170 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1633357.250000 Penalty: 4454.103027
	Iteration 10Q: 3 clusters Score -1633357 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1633532.625000 Penalty: 4454.103027
	Iteration 11Q: 3 clusters Score -1633533 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1633684.250000 Penalty: 4454.103027
	Iteration 12Q: 3 clusters Score -1633684 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1633816.250000 Penalty: 4454.103027
	Iteration 13Q: 3 clusters Score -1633816 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1633909.000000 Penalty: 4454.103027
	Iteration 14Q: 3 clusters Score -1633909 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1634011.500000 Penalty: 4454.103027
	Iteration 15Q: 3 clusters Score -1634012 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1634089.875000 Penalty: 4454.103027
	Iteration 16Q: 3 clusters Score -1634090 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1634156.250000 Penalty: 4454.103027
	Iteration 17Q: 3 clusters Score -1634156 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1634222.625000 Penalty: 4454.103027
	Iteration 18Q: 3 clusters Score -1634223 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1634281.875000 Penalty: 4454.103027
	Iteration 19Q: 3 clusters Score -1634282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1634324.375000 Penalty: 4454.103027
	Iteration 20F: 3 clusters Score -1634324 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1634362.125000 Penalty: 4454.103027
	Iteration 21Q: 3 clusters Score -1634362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1634395.375000 Penalty: 4454.103027
	Iteration 22Q: 3 clusters Score -1634395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1634419.000000 Penalty: 4454.103027
	Iteration 23Q: 3 clusters Score -1634419 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1634439.500000 Penalty: 4454.103027
	Iteration 24Q: 3 clusters Score -1634440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1634451.500000 Penalty: 4454.103027
	Iteration 25Q: 3 clusters Score -1634452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1634471.250000 Penalty: 4454.103027
	Iteration 26Q: 3 clusters Score -1634471 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1634488.875000 Penalty: 4454.103027
	Iteration 27Q: 3 clusters Score -1634489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1634509.875000 Penalty: 4454.103027
	Iteration 28Q: 3 clusters Score -1634510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1634528.125000 Penalty: 4454.103027
	Iteration 29Q: 3 clusters Score -1634528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1634540.250000 Penalty: 4454.103027
	Iteration 30Q: 3 clusters Score -1634540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1634558.625000 Penalty: 4454.103027
	Iteration 31Q: 3 clusters Score -1634559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1634570.125000 Penalty: 4454.103027
	Iteration 32Q: 3 clusters Score -1634570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1634581.375000 Penalty: 4454.103027
	Iteration 33Q: 3 clusters Score -1634581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1634602.250000 Penalty: 4454.103027
	Iteration 34Q: 3 clusters Score -1634602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1634613.625000 Penalty: 4454.103027
	Iteration 35Q: 3 clusters Score -1634614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1634615.750000 Penalty: 4454.103027
	Iteration 36Q: 3 clusters Score -1634616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1634623.125000 Penalty: 4454.103027
	Iteration 37Q: 3 clusters Score -1634623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1634625.500000 Penalty: 4454.103027
	Iteration 38Q: 3 clusters Score -1634626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1634631.750000 Penalty: 4454.103027
	Iteration 39Q: 3 clusters Score -1634632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1634634.000000 Penalty: 4454.103027
	Iteration 40F: 3 clusters Score -1634634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1634643.875000 Penalty: 4454.103027
	Iteration 41Q: 3 clusters Score -1634644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1634644.250000 Penalty: 4454.103027
	Iteration 42Q: 3 clusters Score -1634644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1634649.500000 Penalty: 4454.103027
	Iteration 43Q: 3 clusters Score -1634650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1634655.625000 Penalty: 4454.103027
	Iteration 44Q: 3 clusters Score -1634656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1634659.375000 Penalty: 4454.103027
	Iteration 45Q: 3 clusters Score -1634659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1634663.625000 Penalty: 4454.103027
	Iteration 46Q: 3 clusters Score -1634664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1634673.875000 Penalty: 4454.103027
	Iteration 47Q: 3 clusters Score -1634674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1634674.125000 Penalty: 4454.103027
	Iteration 48Q: 3 clusters Score -1634674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1634679.000000 Penalty: 4454.103027
	Iteration 49Q: 3 clusters Score -1634679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1634682.000000 Penalty: 4454.103027
	Iteration 50Q: 3 clusters Score -1634682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1634686.750000 Penalty: 4454.103027
	Iteration 51Q: 3 clusters Score -1634687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1634684.625000 Penalty: 4454.103027
	Iteration 52Q: 3 clusters Score -1634685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1634687.750000 Penalty: 4454.103027
	Iteration 53Q: 3 clusters Score -1634688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1634687.250000 Penalty: 4454.103027
	Iteration 54Q: 3 clusters Score -1634687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1634690.125000 Penalty: 4454.103027
	Iteration 55Q: 3 clusters Score -1634690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1634692.250000 Penalty: 4454.103027
	Iteration 56Q: 3 clusters Score -1634692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1634693.500000 Penalty: 4454.103027
	Iteration 57Q: 3 clusters Score -1634694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1634691.625000 Penalty: 4454.103027
	Iteration 58Q: 3 clusters Score -1634692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1634694.750000 Penalty: 4454.103027
	Iteration 59Q: 3 clusters Score -1634695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1634694.500000 Penalty: 4454.103027
	Iteration 60F: 3 clusters Score -1634694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Entering Unmasked Estep 
Score: -7373069.500000 Penalty: 2621.616455
	Iteration 0F: 2 clusters Score -7373070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -7346665.500000 Penalty: 5243.232910
	Iteration 0F: 3 clusters Score -7346666 nChanged 17806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -7356421.000000 Penalty: 5243.232910
	Iteration 1F: 3 clusters Score -7356421 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -7356806.000000 Penalty: 5243.232910
	Iteration 2Q: 3 clusters Score -7356806 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -7357157.500000 Penalty: 5243.232910
	Iteration 3Q: 3 clusters Score -7357158 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -7357438.000000 Penalty: 5243.232910
	Iteration 4Q: 3 clusters Score -7357438 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -7357671.500000 Penalty: 5243.232910
	Iteration 5Q: 3 clusters Score -7357672 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -7357924.000000 Penalty: 5243.232910
	Iteration 6Q: 3 clusters Score -7357924 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -7358218.000000 Penalty: 5243.232910
	Iteration 7Q: 3 clusters Score -7358218 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -7358528.500000 Penalty: 5243.232910
	Iteration 8Q: 3 clusters Score -7358528 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -7359012.000000 Penalty: 5243.232910
	Iteration 9Q: 3 clusters Score -7359012 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -7359744.000000 Penalty: 5243.232910
	Iteration 10Q: 3 clusters Score -7359744 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -7360779.000000 Penalty: 5243.232910
	Iteration 11Q: 3 clusters Score -7360779 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -7362102.500000 Penalty: 5243.232910
	Iteration 12F: 3 clusters Score -7362102 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -7363826.500000 Penalty: 5243.232910
	Iteration 13F: 3 clusters Score -7363826 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -7365679.500000 Penalty: 5243.232910
	Iteration 14F: 3 clusters Score -7365680 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -7367246.500000 Penalty: 5243.232910
	Iteration 15Q: 3 clusters Score -7367246 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -7368388.000000 Penalty: 5243.232910
	Iteration 16Q: 3 clusters Score -7368388 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7369165.500000 Penalty: 5243.232910
	Iteration 17Q: 3 clusters Score -7369166 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7369688.500000 Penalty: 5243.232910
	Iteration 18Q: 3 clusters Score -7369688 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7370000.500000 Penalty: 5243.232910
	Iteration 19Q: 3 clusters Score -7370000 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7370214.500000 Penalty: 5243.232910
	Iteration 20F: 3 clusters Score -7370214 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7370350.000000 Penalty: 5243.232910
	Iteration 21Q: 3 clusters Score -7370350 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7370458.000000 Penalty: 5243.232910
	Iteration 22Q: 3 clusters Score -7370458 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7370552.500000 Penalty: 5243.232910
	Iteration 23Q: 3 clusters Score -7370552 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7370628.500000 Penalty: 5243.232910
	Iteration 24Q: 3 clusters Score -7370628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7370662.000000 Penalty: 5243.232910
	Iteration 25Q: 3 clusters Score -7370662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7370707.500000 Penalty: 5243.232910
	Iteration 26Q: 3 clusters Score -7370708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7370730.500000 Penalty: 5243.232910
	Iteration 27Q: 3 clusters Score -7370730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7370742.500000 Penalty: 5243.232910
	Iteration 28Q: 3 clusters Score -7370742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7370755.000000 Penalty: 5243.232910
	Iteration 29Q: 3 clusters Score -7370755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7370766.500000 Penalty: 5243.232910
	Iteration 30Q: 3 clusters Score -7370766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7370778.000000 Penalty: 5243.232910
	Iteration 31Q: 3 clusters Score -7370778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7370777.000000 Penalty: 5243.232910
	Iteration 32Q: 3 clusters Score -7370777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7370788.500000 Penalty: 5243.232910
	Iteration 33Q: 3 clusters Score -7370788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7370793.500000 Penalty: 5243.232910
	Iteration 34Q: 3 clusters Score -7370794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7370795.000000 Penalty: 5243.232910
	Iteration 35Q: 3 clusters Score -7370795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7370792.000000 Penalty: 5243.232910
	Iteration 36Q: 3 clusters Score -7370792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7370797.500000 Penalty: 5243.232910
	Iteration 37Q: 3 clusters Score -7370798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7370801.000000 Penalty: 5243.232910
	Iteration 38Q: 3 clusters Score -7370801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7370807.000000 Penalty: 5243.232910
	Iteration 39Q: 3 clusters Score -7370807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7370807.000000 Penalty: 5243.232910
	Iteration 40F: 3 clusters Score -7370807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Entering Unmasked Estep 
Score: -1506097.875000 Penalty: 2232.089111
	Iteration 0F: 2 clusters Score -1506098 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 4041 members 
Entering Unmasked Estep 
Score: -1499621.250000 Penalty: 4464.178223
	Iteration 0F: 3 clusters Score -1499621 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1501408.375000 Penalty: 4464.178223
	Iteration 1F: 3 clusters Score -1501408 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1501723.375000 Penalty: 4464.178223
	Iteration 2F: 3 clusters Score -1501723 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1501988.000000 Penalty: 4464.178223
	Iteration 3F: 3 clusters Score -1501988 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1502193.500000 Penalty: 4464.178223
	Iteration 4Q: 3 clusters Score -1502194 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1502366.000000 Penalty: 4464.178223
	Iteration 5Q: 3 clusters Score -1502366 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1502521.125000 Penalty: 4464.178223
	Iteration 6Q: 3 clusters Score -1502521 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1502690.500000 Penalty: 4464.178223
	Iteration 7Q: 3 clusters Score -1502690 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1502873.250000 Penalty: 4464.178223
	Iteration 8Q: 3 clusters Score -1502873 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1503047.125000 Penalty: 4464.178223
	Iteration 9Q: 3 clusters Score -1503047 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1503207.375000 Penalty: 4464.178223
	Iteration 10Q: 3 clusters Score -1503207 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1503362.125000 Penalty: 4464.178223
	Iteration 11Q: 3 clusters Score -1503362 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1503488.875000 Penalty: 4464.178223
	Iteration 12Q: 3 clusters Score -1503489 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1503591.250000 Penalty: 4464.178223
	Iteration 13Q: 3 clusters Score -1503591 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1503677.500000 Penalty: 4464.178223
	Iteration 14Q: 3 clusters Score -1503678 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1503758.625000 Penalty: 4464.178223
	Iteration 15Q: 3 clusters Score -1503759 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1503840.375000 Penalty: 4464.178223
	Iteration 16Q: 3 clusters Score -1503840 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1503916.500000 Penalty: 4464.178223
	Iteration 17Q: 3 clusters Score -1503916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1503980.000000 Penalty: 4464.178223
	Iteration 18Q: 3 clusters Score -1503980 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1504043.375000 Penalty: 4464.178223
	Iteration 19Q: 3 clusters Score -1504043 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1504084.125000 Penalty: 4464.178223
	Iteration 20F: 3 clusters Score -1504084 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1504128.625000 Penalty: 4464.178223
	Iteration 21Q: 3 clusters Score -1504129 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1504168.000000 Penalty: 4464.178223
	Iteration 22Q: 3 clusters Score -1504168 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1504200.250000 Penalty: 4464.178223
	Iteration 23Q: 3 clusters Score -1504200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1504223.625000 Penalty: 4464.178223
	Iteration 24Q: 3 clusters Score -1504224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1504246.750000 Penalty: 4464.178223
	Iteration 25Q: 3 clusters Score -1504247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1504264.125000 Penalty: 4464.178223
	Iteration 26Q: 3 clusters Score -1504264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1504282.375000 Penalty: 4464.178223
	Iteration 27Q: 3 clusters Score -1504282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1504293.125000 Penalty: 4464.178223
	Iteration 28Q: 3 clusters Score -1504293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1504304.125000 Penalty: 4464.178223
	Iteration 29Q: 3 clusters Score -1504304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1504316.125000 Penalty: 4464.178223
	Iteration 30Q: 3 clusters Score -1504316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1504318.000000 Penalty: 4464.178223
	Iteration 31Q: 3 clusters Score -1504318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1504324.625000 Penalty: 4464.178223
	Iteration 32Q: 3 clusters Score -1504325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1504334.750000 Penalty: 4464.178223
	Iteration 33Q: 3 clusters Score -1504335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1504340.750000 Penalty: 4464.178223
	Iteration 34Q: 3 clusters Score -1504341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1504348.875000 Penalty: 4464.178223
	Iteration 35Q: 3 clusters Score -1504349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1504356.125000 Penalty: 4464.178223
	Iteration 36Q: 3 clusters Score -1504356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1504366.250000 Penalty: 4464.178223
	Iteration 37Q: 3 clusters Score -1504366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1504373.375000 Penalty: 4464.178223
	Iteration 38Q: 3 clusters Score -1504373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1504376.750000 Penalty: 4464.178223
	Iteration 39Q: 3 clusters Score -1504377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1504380.125000 Penalty: 4464.178223
	Iteration 40F: 3 clusters Score -1504380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1504384.625000 Penalty: 4464.178223
	Iteration 41Q: 3 clusters Score -1504385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1504388.500000 Penalty: 4464.178223
	Iteration 42Q: 3 clusters Score -1504388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1504393.625000 Penalty: 4464.178223
	Iteration 43Q: 3 clusters Score -1504394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1504399.125000 Penalty: 4464.178223
	Iteration 44Q: 3 clusters Score -1504399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1504402.000000 Penalty: 4464.178223
	Iteration 45Q: 3 clusters Score -1504402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1504403.625000 Penalty: 4464.178223
	Iteration 46Q: 3 clusters Score -1504404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1504413.375000 Penalty: 4464.178223
	Iteration 47Q: 3 clusters Score -1504413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1504423.250000 Penalty: 4464.178223
	Iteration 48Q: 3 clusters Score -1504423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1504424.250000 Penalty: 4464.178223
	Iteration 49Q: 3 clusters Score -1504424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1504426.375000 Penalty: 4464.178223
	Iteration 50Q: 3 clusters Score -1504426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1504427.875000 Penalty: 4464.178223
	Iteration 51Q: 3 clusters Score -1504428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1504427.750000 Penalty: 4464.178223
	Iteration 52Q: 3 clusters Score -1504428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1504427.875000 Penalty: 4464.178223
	Iteration 53Q: 3 clusters Score -1504428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1504429.375000 Penalty: 4464.178223
	Iteration 54Q: 3 clusters Score -1504429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1504429.500000 Penalty: 4464.178223
	Iteration 55Q: 3 clusters Score -1504430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1504431.125000 Penalty: 4464.178223
	Iteration 56Q: 3 clusters Score -1504431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1504440.125000 Penalty: 4464.178223
	Iteration 57Q: 3 clusters Score -1504440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1504447.125000 Penalty: 4464.178223
	Iteration 58Q: 3 clusters Score -1504447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1504451.250000 Penalty: 4464.178223
	Iteration 59Q: 3 clusters Score -1504451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1504453.250000 Penalty: 4464.178223
	Iteration 60F: 3 clusters Score -1504453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1504458.625000 Penalty: 4464.178223
	Iteration 61Q: 3 clusters Score -1504459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1504463.625000 Penalty: 4464.178223
	Iteration 62Q: 3 clusters Score -1504464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1504466.250000 Penalty: 4464.178223
	Iteration 63Q: 3 clusters Score -1504466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1504479.125000 Penalty: 4464.178223
	Iteration 64Q: 3 clusters Score -1504479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1504488.000000 Penalty: 4464.178223
	Iteration 65Q: 3 clusters Score -1504488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1504493.375000 Penalty: 4464.178223
	Iteration 66Q: 3 clusters Score -1504493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1504498.750000 Penalty: 4464.178223
	Iteration 67Q: 3 clusters Score -1504499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1504506.750000 Penalty: 4464.178223
	Iteration 68Q: 3 clusters Score -1504507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1504521.750000 Penalty: 4464.178223
	Iteration 69Q: 3 clusters Score -1504522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1504537.750000 Penalty: 4464.178223
	Iteration 70Q: 3 clusters Score -1504538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1504543.125000 Penalty: 4464.178223
	Iteration 71Q: 3 clusters Score -1504543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1504551.750000 Penalty: 4464.178223
	Iteration 72Q: 3 clusters Score -1504552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1504557.750000 Penalty: 4464.178223
	Iteration 73Q: 3 clusters Score -1504558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1504558.875000 Penalty: 4464.178223
	Iteration 74Q: 3 clusters Score -1504559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1504563.500000 Penalty: 4464.178223
	Iteration 75Q: 3 clusters Score -1504564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1504568.250000 Penalty: 4464.178223
	Iteration 76Q: 3 clusters Score -1504568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1504565.125000 Penalty: 4464.178223
	Iteration 77Q: 3 clusters Score -1504565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1504567.250000 Penalty: 4464.178223
	Iteration 78Q: 3 clusters Score -1504567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1504567.250000 Penalty: 4464.178223
	Iteration 79F: 3 clusters Score -1504567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -51947.734375 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -51947.73 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 201 members 
Entering Unmasked Estep 
Score: -50670.996094 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -50671 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51062.656250 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -51062.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51260.093750 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -51260.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51377.007812 Penalty: 2960.479004
	Iteration 3F: 3 clusters Score -51377.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51424.863281 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -51424.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51450.972656 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -51450.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51471.242188 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -51471.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51506.070312 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -51506.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51526.886719 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -51526.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51528.890625 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -51528.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51528.890625 Penalty: 2960.479004
	Iteration 10F: 3 clusters Score -51528.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -48836.179688 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -48836.18 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 154 members 
Entering Unmasked Estep 
Score: -47731.480469 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -47731.48 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47865.996094 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -47866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -47896.539062 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -47896.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -47931.101562 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -47931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -47949.000000 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -47949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -47999.656250 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -47999.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -48011.320312 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -48011.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -48011.320312 Penalty: 2862.634766
	Iteration 7F: 3 clusters Score -48011.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -89884.335938 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -89884.34 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 278 members 
Entering Unmasked Estep 
Score: -88422.828125 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -88422.83 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -88812.984375 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -88812.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -88963.703125 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -88963.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -89066.890625 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -89066.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -89127.625000 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -89127.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -89152.328125 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -89152.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -89162.765625 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -89162.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -89173.757812 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -89173.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -89189.765625 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -89189.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -89200.742188 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -89200.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -89207.351562 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -89207.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -89208.820312 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -89208.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -89210.476562 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -89210.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -89214.906250 Penalty: 3160.319580
	Iteration 13Q: 3 clusters Score -89214.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -89217.796875 Penalty: 3160.319580
	Iteration 14F: 3 clusters Score -89217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -89238.132812 Penalty: 3160.319580
	Iteration 15Q: 3 clusters Score -89238.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -89251.531250 Penalty: 3160.319580
	Iteration 16Q: 3 clusters Score -89251.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -89284.164062 Penalty: 3160.319580
	Iteration 17Q: 3 clusters Score -89284.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -89317.679688 Penalty: 3160.319580
	Iteration 18Q: 3 clusters Score -89317.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -89335.226562 Penalty: 3160.319580
	Iteration 19Q: 3 clusters Score -89335.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -89357.859375 Penalty: 3160.319580
	Iteration 20F: 3 clusters Score -89357.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -89382.906250 Penalty: 3160.319580
	Iteration 21Q: 3 clusters Score -89382.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -89388.289062 Penalty: 3160.319580
	Iteration 22Q: 3 clusters Score -89388.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -89388.289062 Penalty: 3160.319580
	Iteration 23F: 3 clusters Score -89388.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -57456.347656 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -57456.35 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 183 members 
Entering Unmasked Estep 
Score: -56162.160156 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -56162.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56279.648438 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -56279.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -56302.578125 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -56302.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -56306.914062 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -56306.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56316.394531 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -56316.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56316.394531 Penalty: 2862.634766
	Iteration 5F: 3 clusters Score -56316.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -787889.562500 Penalty: 2073.819580
	Iteration 0F: 2 clusters Score -787889.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -783904.000000 Penalty: 4147.639160
	Iteration 0F: 3 clusters Score -783904 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -784885.000000 Penalty: 4147.639160
	Iteration 1F: 3 clusters Score -784885 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -785252.187500 Penalty: 4147.639160
	Iteration 2F: 3 clusters Score -785252.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -785610.000000 Penalty: 4147.639160
	Iteration 3F: 3 clusters Score -785610 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -785953.187500 Penalty: 4147.639160
	Iteration 4F: 3 clusters Score -785953.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -786313.125000 Penalty: 4147.639160
	Iteration 5F: 3 clusters Score -786313.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -786624.437500 Penalty: 4147.639160
	Iteration 6F: 3 clusters Score -786624.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -786798.625000 Penalty: 4147.639160
	Iteration 7Q: 3 clusters Score -786798.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -786904.750000 Penalty: 4147.639160
	Iteration 8Q: 3 clusters Score -786904.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -786979.687500 Penalty: 4147.639160
	Iteration 9Q: 3 clusters Score -786979.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -787033.250000 Penalty: 4147.639160
	Iteration 10Q: 3 clusters Score -787033.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -787067.437500 Penalty: 4147.639160
	Iteration 11Q: 3 clusters Score -787067.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -787085.062500 Penalty: 4147.639160
	Iteration 12Q: 3 clusters Score -787085.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -787099.125000 Penalty: 4147.639160
	Iteration 13Q: 3 clusters Score -787099.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -787109.687500 Penalty: 4147.639160
	Iteration 14Q: 3 clusters Score -787109.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -787119.312500 Penalty: 4147.639160
	Iteration 15Q: 3 clusters Score -787119.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -787126.062500 Penalty: 4147.639160
	Iteration 16Q: 3 clusters Score -787126.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -787130.375000 Penalty: 4147.639160
	Iteration 17Q: 3 clusters Score -787130.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -787133.625000 Penalty: 4147.639160
	Iteration 18Q: 3 clusters Score -787133.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -787137.750000 Penalty: 4147.639160
	Iteration 19Q: 3 clusters Score -787137.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -787140.875000 Penalty: 4147.639160
	Iteration 20F: 3 clusters Score -787140.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -787147.312500 Penalty: 4147.639160
	Iteration 21Q: 3 clusters Score -787147.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -787154.750000 Penalty: 4147.639160
	Iteration 22Q: 3 clusters Score -787154.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -787158.750000 Penalty: 4147.639160
	Iteration 23Q: 3 clusters Score -787158.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -787168.562500 Penalty: 4147.639160
	Iteration 24Q: 3 clusters Score -787168.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -787180.625000 Penalty: 4147.639160
	Iteration 25Q: 3 clusters Score -787180.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -787193.687500 Penalty: 4147.639160
	Iteration 26Q: 3 clusters Score -787193.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -787208.375000 Penalty: 4147.639160
	Iteration 27Q: 3 clusters Score -787208.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -787229.937500 Penalty: 4147.639160
	Iteration 28Q: 3 clusters Score -787229.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -787258.312500 Penalty: 4147.639160
	Iteration 29Q: 3 clusters Score -787258.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -787291.437500 Penalty: 4147.639160
	Iteration 30Q: 3 clusters Score -787291.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -787322.562500 Penalty: 4147.639160
	Iteration 31Q: 3 clusters Score -787322.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -787354.687500 Penalty: 4147.639160
	Iteration 32Q: 3 clusters Score -787354.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -787384.250000 Penalty: 4147.639160
	Iteration 33Q: 3 clusters Score -787384.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -787409.125000 Penalty: 4147.639160
	Iteration 34Q: 3 clusters Score -787409.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -787434.375000 Penalty: 4147.639160
	Iteration 35Q: 3 clusters Score -787434.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -787455.625000 Penalty: 4147.639160
	Iteration 36Q: 3 clusters Score -787455.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -787460.937500 Penalty: 4147.639160
	Iteration 37Q: 3 clusters Score -787460.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -787469.312500 Penalty: 4147.639160
	Iteration 38Q: 3 clusters Score -787469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -787472.625000 Penalty: 4147.639160
	Iteration 39Q: 3 clusters Score -787472.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -787472.937500 Penalty: 4147.639160
	Iteration 40F: 3 clusters Score -787472.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -787474.875000 Penalty: 4147.639160
	Iteration 41Q: 3 clusters Score -787474.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -787477.312500 Penalty: 4147.639160
	Iteration 42Q: 3 clusters Score -787477.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -787480.562500 Penalty: 4147.639160
	Iteration 43Q: 3 clusters Score -787480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -787481.187500 Penalty: 4147.639160
	Iteration 44Q: 3 clusters Score -787481.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -787483.812500 Penalty: 4147.639160
	Iteration 45Q: 3 clusters Score -787483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -787486.562500 Penalty: 4147.639160
	Iteration 46Q: 3 clusters Score -787486.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -787491.375000 Penalty: 4147.639160
	Iteration 47Q: 3 clusters Score -787491.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -787495.062500 Penalty: 4147.639160
	Iteration 48Q: 3 clusters Score -787495.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -787499.250000 Penalty: 4147.639160
	Iteration 49Q: 3 clusters Score -787499.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -787505.000000 Penalty: 4147.639160
	Iteration 50Q: 3 clusters Score -787505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -787506.500000 Penalty: 4147.639160
	Iteration 51Q: 3 clusters Score -787506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -787508.625000 Penalty: 4147.639160
	Iteration 52Q: 3 clusters Score -787508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -787510.125000 Penalty: 4147.639160
	Iteration 53Q: 3 clusters Score -787510.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -787509.062500 Penalty: 4147.639160
	Iteration 54Q: 3 clusters Score -787509.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -787509.062500 Penalty: 4147.639160
	Iteration 55F: 3 clusters Score -787509.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Entering Unmasked Estep 
Score: -937692.437500 Penalty: 2104.556641
	Iteration 0F: 2 clusters Score -937692.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -933381.000000 Penalty: 4209.113281
	Iteration 0F: 3 clusters Score -933381 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -934502.437500 Penalty: 4209.113281
	Iteration 1F: 3 clusters Score -934502.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -934808.812500 Penalty: 4209.113281
	Iteration 2F: 3 clusters Score -934808.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -934986.875000 Penalty: 4209.113281
	Iteration 3F: 3 clusters Score -934986.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -935102.000000 Penalty: 4209.113281
	Iteration 4Q: 3 clusters Score -935102 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -935181.625000 Penalty: 4209.113281
	Iteration 5Q: 3 clusters Score -935181.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -935246.000000 Penalty: 4209.113281
	Iteration 6Q: 3 clusters Score -935246 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -935305.375000 Penalty: 4209.113281
	Iteration 7Q: 3 clusters Score -935305.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -935342.000000 Penalty: 4209.113281
	Iteration 8Q: 3 clusters Score -935342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -935365.937500 Penalty: 4209.113281
	Iteration 9Q: 3 clusters Score -935365.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -935382.125000 Penalty: 4209.113281
	Iteration 10Q: 3 clusters Score -935382.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -935394.562500 Penalty: 4209.113281
	Iteration 11Q: 3 clusters Score -935394.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -935409.562500 Penalty: 4209.113281
	Iteration 12Q: 3 clusters Score -935409.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -935432.875000 Penalty: 4209.113281
	Iteration 13Q: 3 clusters Score -935432.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -935454.687500 Penalty: 4209.113281
	Iteration 14Q: 3 clusters Score -935454.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -935473.125000 Penalty: 4209.113281
	Iteration 15Q: 3 clusters Score -935473.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -935488.687500 Penalty: 4209.113281
	Iteration 16Q: 3 clusters Score -935488.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -935503.187500 Penalty: 4209.113281
	Iteration 17Q: 3 clusters Score -935503.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -935520.437500 Penalty: 4209.113281
	Iteration 18Q: 3 clusters Score -935520.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -935536.562500 Penalty: 4209.113281
	Iteration 19Q: 3 clusters Score -935536.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -935554.812500 Penalty: 4209.113281
	Iteration 20F: 3 clusters Score -935554.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -935565.812500 Penalty: 4209.113281
	Iteration 21Q: 3 clusters Score -935565.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -935579.062500 Penalty: 4209.113281
	Iteration 22Q: 3 clusters Score -935579.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -935588.750000 Penalty: 4209.113281
	Iteration 23Q: 3 clusters Score -935588.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -935604.062500 Penalty: 4209.113281
	Iteration 24Q: 3 clusters Score -935604.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -935612.250000 Penalty: 4209.113281
	Iteration 25Q: 3 clusters Score -935612.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -935620.562500 Penalty: 4209.113281
	Iteration 26Q: 3 clusters Score -935620.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -935633.687500 Penalty: 4209.113281
	Iteration 27Q: 3 clusters Score -935633.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -935645.312500 Penalty: 4209.113281
	Iteration 28Q: 3 clusters Score -935645.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -935661.000000 Penalty: 4209.113281
	Iteration 29Q: 3 clusters Score -935661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -935678.125000 Penalty: 4209.113281
	Iteration 30Q: 3 clusters Score -935678.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -935690.437500 Penalty: 4209.113281
	Iteration 31Q: 3 clusters Score -935690.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -935699.250000 Penalty: 4209.113281
	Iteration 32Q: 3 clusters Score -935699.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -935708.687500 Penalty: 4209.113281
	Iteration 33Q: 3 clusters Score -935708.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -935718.375000 Penalty: 4209.113281
	Iteration 34Q: 3 clusters Score -935718.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -935723.000000 Penalty: 4209.113281
	Iteration 35Q: 3 clusters Score -935723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -935728.312500 Penalty: 4209.113281
	Iteration 36Q: 3 clusters Score -935728.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -935736.312500 Penalty: 4209.113281
	Iteration 37Q: 3 clusters Score -935736.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -935741.750000 Penalty: 4209.113281
	Iteration 38Q: 3 clusters Score -935741.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -935744.062500 Penalty: 4209.113281
	Iteration 39Q: 3 clusters Score -935744.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -935748.312500 Penalty: 4209.113281
	Iteration 40F: 3 clusters Score -935748.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -935753.250000 Penalty: 4209.113281
	Iteration 41Q: 3 clusters Score -935753.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -935756.375000 Penalty: 4209.113281
	Iteration 42Q: 3 clusters Score -935756.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -935758.875000 Penalty: 4209.113281
	Iteration 43Q: 3 clusters Score -935758.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -935760.437500 Penalty: 4209.113281
	Iteration 44Q: 3 clusters Score -935760.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -935762.812500 Penalty: 4209.113281
	Iteration 45Q: 3 clusters Score -935762.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -935762.437500 Penalty: 4209.113281
	Iteration 46Q: 3 clusters Score -935762.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -935764.062500 Penalty: 4209.113281
	Iteration 47Q: 3 clusters Score -935764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -935765.250000 Penalty: 4209.113281
	Iteration 48Q: 3 clusters Score -935765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -935766.625000 Penalty: 4209.113281
	Iteration 49Q: 3 clusters Score -935766.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -935766.625000 Penalty: 4209.113281
	Iteration 50F: 3 clusters Score -935766.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Entering Unmasked Estep 
Score: -3527618.000000 Penalty: 2431.911621
	Iteration 0F: 2 clusters Score -3527618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3514687.250000 Penalty: 4863.823242
	Iteration 0F: 3 clusters Score -3514687 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3518805.250000 Penalty: 4863.823242
	Iteration 1F: 3 clusters Score -3518805 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3519142.000000 Penalty: 4863.823242
	Iteration 2F: 3 clusters Score -3519142 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3519408.750000 Penalty: 4863.823242
	Iteration 3Q: 3 clusters Score -3519409 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3519652.750000 Penalty: 4863.823242
	Iteration 4Q: 3 clusters Score -3519653 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3519909.750000 Penalty: 4863.823242
	Iteration 5Q: 3 clusters Score -3519910 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3520235.250000 Penalty: 4863.823242
	Iteration 6Q: 3 clusters Score -3520235 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3520655.750000 Penalty: 4863.823242
	Iteration 7Q: 3 clusters Score -3520656 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3521271.250000 Penalty: 4863.823242
	Iteration 8F: 3 clusters Score -3521271 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3522106.000000 Penalty: 4863.823242
	Iteration 9F: 3 clusters Score -3522106 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3523088.250000 Penalty: 4863.823242
	Iteration 10F: 3 clusters Score -3523088 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3523956.250000 Penalty: 4863.823242
	Iteration 11F: 3 clusters Score -3523956 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3524566.000000 Penalty: 4863.823242
	Iteration 12Q: 3 clusters Score -3524566 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3524951.750000 Penalty: 4863.823242
	Iteration 13Q: 3 clusters Score -3524952 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3525178.000000 Penalty: 4863.823242
	Iteration 14Q: 3 clusters Score -3525178 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3525273.250000 Penalty: 4863.823242
	Iteration 15Q: 3 clusters Score -3525273 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -3525336.500000 Penalty: 4863.823242
	Iteration 16Q: 3 clusters Score -3525336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3525387.500000 Penalty: 4863.823242
	Iteration 17Q: 3 clusters Score -3525388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3525407.750000 Penalty: 4863.823242
	Iteration 18Q: 3 clusters Score -3525408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3525427.500000 Penalty: 4863.823242
	Iteration 19Q: 3 clusters Score -3525428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3525437.750000 Penalty: 4863.823242
	Iteration 20F: 3 clusters Score -3525438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -3525443.250000 Penalty: 4863.823242
	Iteration 21Q: 3 clusters Score -3525443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3525455.000000 Penalty: 4863.823242
	Iteration 22Q: 3 clusters Score -3525455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3525458.250000 Penalty: 4863.823242
	Iteration 23Q: 3 clusters Score -3525458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3525463.250000 Penalty: 4863.823242
	Iteration 24Q: 3 clusters Score -3525463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -3525464.500000 Penalty: 4863.823242
	Iteration 25Q: 3 clusters Score -3525464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3525466.250000 Penalty: 4863.823242
	Iteration 26Q: 3 clusters Score -3525466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3525472.250000 Penalty: 4863.823242
	Iteration 27Q: 3 clusters Score -3525472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3525475.750000 Penalty: 4863.823242
	Iteration 28Q: 3 clusters Score -3525476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3525476.750000 Penalty: 4863.823242
	Iteration 29Q: 3 clusters Score -3525477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3525482.250000 Penalty: 4863.823242
	Iteration 30Q: 3 clusters Score -3525482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3525484.000000 Penalty: 4863.823242
	Iteration 31Q: 3 clusters Score -3525484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3525488.250000 Penalty: 4863.823242
	Iteration 32Q: 3 clusters Score -3525488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3525493.250000 Penalty: 4863.823242
	Iteration 33Q: 3 clusters Score -3525493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3525493.250000 Penalty: 4863.823242
	Iteration 34Q: 3 clusters Score -3525493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -3525496.750000 Penalty: 4863.823242
	Iteration 35Q: 3 clusters Score -3525497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3525496.250000 Penalty: 4863.823242
	Iteration 36Q: 3 clusters Score -3525496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -3525497.750000 Penalty: 4863.823242
	Iteration 37Q: 3 clusters Score -3525498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3525497.750000 Penalty: 4863.823242
	Iteration 38Q: 3 clusters Score -3525498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3525497.750000 Penalty: 4863.823242
	Iteration 39F: 3 clusters Score -3525498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16962.708984 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -16962.71 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 127 members 
Entering Unmasked Estep 
Score: -16091.496094 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -16091.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16459.738281 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -16459.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16562.986328 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -16562.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16624.707031 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -16624.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16666.318359 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -16666.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16697.714844 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -16697.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16712.771484 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -16712.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16719.191406 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -16719.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16719.191406 Penalty: 2730.644531
	Iteration 8F: 3 clusters Score -16719.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -167294.515625 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -167294.5 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 471 members 
Entering Unmasked Estep 
Score: -165398.078125 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -165398.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -165757.796875 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -165757.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -165886.546875 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -165886.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -165955.265625 Penalty: 3422.262695
	Iteration 3Q: 3 clusters Score -165955.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -166018.578125 Penalty: 3422.262695
	Iteration 4Q: 3 clusters Score -166018.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -166065.312500 Penalty: 3422.262695
	Iteration 5Q: 3 clusters Score -166065.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -166112.406250 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -166112.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -166169.031250 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -166169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -166237.703125 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -166237.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -166317.593750 Penalty: 3422.262695
	Iteration 9Q: 3 clusters Score -166317.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -166373.015625 Penalty: 3422.262695
	Iteration 10Q: 3 clusters Score -166373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -166411.859375 Penalty: 3422.262695
	Iteration 11Q: 3 clusters Score -166411.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -166441.296875 Penalty: 3422.262695
	Iteration 12Q: 3 clusters Score -166441.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -166457.812500 Penalty: 3422.262695
	Iteration 13Q: 3 clusters Score -166457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -166471.093750 Penalty: 3422.262695
	Iteration 14Q: 3 clusters Score -166471.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -166495.109375 Penalty: 3422.262695
	Iteration 15Q: 3 clusters Score -166495.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -166515.546875 Penalty: 3422.262695
	Iteration 16Q: 3 clusters Score -166515.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -166531.968750 Penalty: 3422.262695
	Iteration 17Q: 3 clusters Score -166532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -166546.250000 Penalty: 3422.262695
	Iteration 18Q: 3 clusters Score -166546.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -166561.687500 Penalty: 3422.262695
	Iteration 19Q: 3 clusters Score -166561.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -166570.781250 Penalty: 3422.262695
	Iteration 20F: 3 clusters Score -166570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -166571.656250 Penalty: 3422.262695
	Iteration 21Q: 3 clusters Score -166571.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -166571.656250 Penalty: 3422.262695
	Iteration 22F: 3 clusters Score -166571.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Entering Unmasked Estep 
Score: -3061406.500000 Penalty: 2372.572510
	Iteration 0F: 2 clusters Score -3061406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3051507.750000 Penalty: 4745.145020
	Iteration 0F: 3 clusters Score -3051508 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3054657.500000 Penalty: 4745.145020
	Iteration 1F: 3 clusters Score -3054658 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3054987.750000 Penalty: 4745.145020
	Iteration 2F: 3 clusters Score -3054988 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3055257.000000 Penalty: 4745.145020
	Iteration 3Q: 3 clusters Score -3055257 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3055490.000000 Penalty: 4745.145020
	Iteration 4Q: 3 clusters Score -3055490 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3055732.250000 Penalty: 4745.145020
	Iteration 5Q: 3 clusters Score -3055732 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3056016.250000 Penalty: 4745.145020
	Iteration 6Q: 3 clusters Score -3056016 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3056383.750000 Penalty: 4745.145020
	Iteration 7Q: 3 clusters Score -3056384 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3056823.500000 Penalty: 4745.145020
	Iteration 8F: 3 clusters Score -3056824 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3057302.250000 Penalty: 4745.145020
	Iteration 9F: 3 clusters Score -3057302 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3057850.000000 Penalty: 4745.145020
	Iteration 10Q: 3 clusters Score -3057850 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -3058298.000000 Penalty: 4745.145020
	Iteration 11Q: 3 clusters Score -3058298 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3058640.000000 Penalty: 4745.145020
	Iteration 12Q: 3 clusters Score -3058640 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3058862.750000 Penalty: 4745.145020
	Iteration 13Q: 3 clusters Score -3058863 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3059013.750000 Penalty: 4745.145020
	Iteration 14Q: 3 clusters Score -3059014 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3059111.000000 Penalty: 4745.145020
	Iteration 15Q: 3 clusters Score -3059111 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3059184.750000 Penalty: 4745.145020
	Iteration 16Q: 3 clusters Score -3059185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3059229.500000 Penalty: 4745.145020
	Iteration 17Q: 3 clusters Score -3059230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3059265.000000 Penalty: 4745.145020
	Iteration 18Q: 3 clusters Score -3059265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3059294.000000 Penalty: 4745.145020
	Iteration 19Q: 3 clusters Score -3059294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3059315.500000 Penalty: 4745.145020
	Iteration 20F: 3 clusters Score -3059316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3059329.000000 Penalty: 4745.145020
	Iteration 21Q: 3 clusters Score -3059329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3059342.750000 Penalty: 4745.145020
	Iteration 22Q: 3 clusters Score -3059343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3059355.000000 Penalty: 4745.145020
	Iteration 23Q: 3 clusters Score -3059355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3059362.500000 Penalty: 4745.145020
	Iteration 24Q: 3 clusters Score -3059362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3059379.250000 Penalty: 4745.145020
	Iteration 25Q: 3 clusters Score -3059379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -3059386.500000 Penalty: 4745.145020
	Iteration 26Q: 3 clusters Score -3059386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -3059390.250000 Penalty: 4745.145020
	Iteration 27Q: 3 clusters Score -3059390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3059394.000000 Penalty: 4745.145020
	Iteration 28Q: 3 clusters Score -3059394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3059399.000000 Penalty: 4745.145020
	Iteration 29Q: 3 clusters Score -3059399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3059413.000000 Penalty: 4745.145020
	Iteration 30Q: 3 clusters Score -3059413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3059414.000000 Penalty: 4745.145020
	Iteration 31Q: 3 clusters Score -3059414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3059414.000000 Penalty: 4745.145020
	Iteration 32F: 3 clusters Score -3059414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Entering Unmasked Estep 
Score: -399666.531250 Penalty: 1889.326294
	Iteration 0F: 2 clusters Score -399666.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -397037.875000 Penalty: 3778.652588
	Iteration 0F: 3 clusters Score -397037.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -397521.250000 Penalty: 3778.652588
	Iteration 1F: 3 clusters Score -397521.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -397660.343750 Penalty: 3778.652588
	Iteration 2F: 3 clusters Score -397660.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -397732.156250 Penalty: 3778.652588
	Iteration 3Q: 3 clusters Score -397732.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -397777.906250 Penalty: 3778.652588
	Iteration 4Q: 3 clusters Score -397777.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -397811.468750 Penalty: 3778.652588
	Iteration 5Q: 3 clusters Score -397811.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -397835.000000 Penalty: 3778.652588
	Iteration 6Q: 3 clusters Score -397835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -397864.375000 Penalty: 3778.652588
	Iteration 7Q: 3 clusters Score -397864.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -397885.750000 Penalty: 3778.652588
	Iteration 8Q: 3 clusters Score -397885.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -397903.156250 Penalty: 3778.652588
	Iteration 9Q: 3 clusters Score -397903.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -397916.781250 Penalty: 3778.652588
	Iteration 10Q: 3 clusters Score -397916.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -397929.250000 Penalty: 3778.652588
	Iteration 11Q: 3 clusters Score -397929.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -397943.750000 Penalty: 3778.652588
	Iteration 12Q: 3 clusters Score -397943.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -397955.656250 Penalty: 3778.652588
	Iteration 13Q: 3 clusters Score -397955.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -397964.218750 Penalty: 3778.652588
	Iteration 14Q: 3 clusters Score -397964.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -397971.562500 Penalty: 3778.652588
	Iteration 15Q: 3 clusters Score -397971.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -397979.750000 Penalty: 3778.652588
	Iteration 16Q: 3 clusters Score -397979.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -397990.375000 Penalty: 3778.652588
	Iteration 17Q: 3 clusters Score -397990.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -397998.906250 Penalty: 3778.652588
	Iteration 18Q: 3 clusters Score -397998.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -398011.250000 Penalty: 3778.652588
	Iteration 19Q: 3 clusters Score -398011.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -398020.281250 Penalty: 3778.652588
	Iteration 20F: 3 clusters Score -398020.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -398026.812500 Penalty: 3778.652588
	Iteration 21Q: 3 clusters Score -398026.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -398031.843750 Penalty: 3778.652588
	Iteration 22Q: 3 clusters Score -398031.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -398037.312500 Penalty: 3778.652588
	Iteration 23Q: 3 clusters Score -398037.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -398044.187500 Penalty: 3778.652588
	Iteration 24Q: 3 clusters Score -398044.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -398048.250000 Penalty: 3778.652588
	Iteration 25Q: 3 clusters Score -398048.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -398052.875000 Penalty: 3778.652588
	Iteration 26Q: 3 clusters Score -398052.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -398058.406250 Penalty: 3778.652588
	Iteration 27Q: 3 clusters Score -398058.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -398061.718750 Penalty: 3778.652588
	Iteration 28Q: 3 clusters Score -398061.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -398063.093750 Penalty: 3778.652588
	Iteration 29Q: 3 clusters Score -398063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -398063.656250 Penalty: 3778.652588
	Iteration 30Q: 3 clusters Score -398063.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -398064.156250 Penalty: 3778.652588
	Iteration 31Q: 3 clusters Score -398064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -398066.562500 Penalty: 3778.652588
	Iteration 32Q: 3 clusters Score -398066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -398068.250000 Penalty: 3778.652588
	Iteration 33Q: 3 clusters Score -398068.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -398068.875000 Penalty: 3778.652588
	Iteration 34Q: 3 clusters Score -398068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -398068.875000 Penalty: 3778.652588
	Iteration 35F: 3 clusters Score -398068.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Entering Unmasked Estep 
Score: -4028057.000000 Penalty: 2446.817871
	Iteration 0F: 2 clusters Score -4028057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -4014819.750000 Penalty: 4893.635742
	Iteration 0F: 3 clusters Score -4014820 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -4019159.250000 Penalty: 4893.635742
	Iteration 1F: 3 clusters Score -4019159 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -4019504.250000 Penalty: 4893.635742
	Iteration 2F: 3 clusters Score -4019504 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -4019792.750000 Penalty: 4893.635742
	Iteration 3Q: 3 clusters Score -4019793 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -4020061.750000 Penalty: 4893.635742
	Iteration 4Q: 3 clusters Score -4020062 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -4020338.000000 Penalty: 4893.635742
	Iteration 5Q: 3 clusters Score -4020338 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -4020569.250000 Penalty: 4893.635742
	Iteration 6Q: 3 clusters Score -4020569 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -4020833.250000 Penalty: 4893.635742
	Iteration 7Q: 3 clusters Score -4020833 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -4021172.500000 Penalty: 4893.635742
	Iteration 8Q: 3 clusters Score -4021172 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -4021580.500000 Penalty: 4893.635742
	Iteration 9Q: 3 clusters Score -4021580 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -4022034.500000 Penalty: 4893.635742
	Iteration 10Q: 3 clusters Score -4022034 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4022592.750000 Penalty: 4893.635742
	Iteration 11Q: 3 clusters Score -4022593 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -4023213.750000 Penalty: 4893.635742
	Iteration 12Q: 3 clusters Score -4023214 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -4023872.000000 Penalty: 4893.635742
	Iteration 13Q: 3 clusters Score -4023872 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4024487.750000 Penalty: 4893.635742
	Iteration 14Q: 3 clusters Score -4024488 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4024977.000000 Penalty: 4893.635742
	Iteration 15Q: 3 clusters Score -4024977 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4025307.750000 Penalty: 4893.635742
	Iteration 16Q: 3 clusters Score -4025308 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4025508.250000 Penalty: 4893.635742
	Iteration 17Q: 3 clusters Score -4025508 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4025661.250000 Penalty: 4893.635742
	Iteration 18Q: 3 clusters Score -4025661 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4025739.000000 Penalty: 4893.635742
	Iteration 19Q: 3 clusters Score -4025739 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4025793.750000 Penalty: 4893.635742
	Iteration 20F: 3 clusters Score -4025794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4025815.250000 Penalty: 4893.635742
	Iteration 21Q: 3 clusters Score -4025815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4025840.250000 Penalty: 4893.635742
	Iteration 22Q: 3 clusters Score -4025840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4025870.250000 Penalty: 4893.635742
	Iteration 23Q: 3 clusters Score -4025870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4025910.750000 Penalty: 4893.635742
	Iteration 24Q: 3 clusters Score -4025911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4025943.250000 Penalty: 4893.635742
	Iteration 25Q: 3 clusters Score -4025943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4025959.000000 Penalty: 4893.635742
	Iteration 26Q: 3 clusters Score -4025959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4025971.750000 Penalty: 4893.635742
	Iteration 27Q: 3 clusters Score -4025972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4025981.250000 Penalty: 4893.635742
	Iteration 28Q: 3 clusters Score -4025981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4025992.000000 Penalty: 4893.635742
	Iteration 29Q: 3 clusters Score -4025992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4025997.250000 Penalty: 4893.635742
	Iteration 30Q: 3 clusters Score -4025997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4026000.750000 Penalty: 4893.635742
	Iteration 31Q: 3 clusters Score -4026001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4026002.250000 Penalty: 4893.635742
	Iteration 32Q: 3 clusters Score -4026002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4026004.250000 Penalty: 4893.635742
	Iteration 33Q: 3 clusters Score -4026004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4026001.750000 Penalty: 4893.635742
	Iteration 34Q: 3 clusters Score -4026002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4026005.500000 Penalty: 4893.635742
	Iteration 35Q: 3 clusters Score -4026006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4026002.000000 Penalty: 4893.635742
	Iteration 36Q: 3 clusters Score -4026002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4026012.750000 Penalty: 4893.635742
	Iteration 37Q: 3 clusters Score -4026013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4026012.750000 Penalty: 4893.635742
	Iteration 38Q: 3 clusters Score -4026013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4026013.250000 Penalty: 4893.635742
	Iteration 39Q: 3 clusters Score -4026013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4026011.750000 Penalty: 4893.635742
	Iteration 40F: 3 clusters Score -4026012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -471387.250000 Penalty: 1929.307861
	Iteration 0F: 2 clusters Score -471387.2 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 1184 members 
Entering Unmasked Estep 
Score: -468526.625000 Penalty: 3858.615723
	Iteration 0F: 3 clusters Score -468526.6 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -469131.906250 Penalty: 3858.615723
	Iteration 1F: 3 clusters Score -469131.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -469313.593750 Penalty: 3858.615723
	Iteration 2F: 3 clusters Score -469313.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -469412.875000 Penalty: 3858.615723
	Iteration 3Q: 3 clusters Score -469412.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -469490.125000 Penalty: 3858.615723
	Iteration 4Q: 3 clusters Score -469490.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -469542.281250 Penalty: 3858.615723
	Iteration 5Q: 3 clusters Score -469542.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -469601.250000 Penalty: 3858.615723
	Iteration 6Q: 3 clusters Score -469601.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -469659.312500 Penalty: 3858.615723
	Iteration 7Q: 3 clusters Score -469659.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -469705.187500 Penalty: 3858.615723
	Iteration 8Q: 3 clusters Score -469705.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -469743.281250 Penalty: 3858.615723
	Iteration 9Q: 3 clusters Score -469743.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -469769.156250 Penalty: 3858.615723
	Iteration 10Q: 3 clusters Score -469769.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -469798.875000 Penalty: 3858.615723
	Iteration 11Q: 3 clusters Score -469798.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -469827.218750 Penalty: 3858.615723
	Iteration 12Q: 3 clusters Score -469827.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -469866.125000 Penalty: 3858.615723
	Iteration 13Q: 3 clusters Score -469866.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -469894.625000 Penalty: 3858.615723
	Iteration 14Q: 3 clusters Score -469894.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -469913.843750 Penalty: 3858.615723
	Iteration 15Q: 3 clusters Score -469913.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -469932.281250 Penalty: 3858.615723
	Iteration 16Q: 3 clusters Score -469932.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -469951.187500 Penalty: 3858.615723
	Iteration 17Q: 3 clusters Score -469951.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -469962.937500 Penalty: 3858.615723
	Iteration 18Q: 3 clusters Score -469962.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -469969.500000 Penalty: 3858.615723
	Iteration 19Q: 3 clusters Score -469969.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -469973.937500 Penalty: 3858.615723
	Iteration 20F: 3 clusters Score -469973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -469977.281250 Penalty: 3858.615723
	Iteration 21Q: 3 clusters Score -469977.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -469978.656250 Penalty: 3858.615723
	Iteration 22Q: 3 clusters Score -469978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -469979.656250 Penalty: 3858.615723
	Iteration 23Q: 3 clusters Score -469979.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -469979.656250 Penalty: 3858.615723
	Iteration 24F: 3 clusters Score -469979.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Entering Unmasked Estep 
Score: -747344.500000 Penalty: 2045.829712
	Iteration 0F: 2 clusters Score -747344.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -743531.437500 Penalty: 4091.659424
	Iteration 0F: 3 clusters Score -743531.4 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -744343.812500 Penalty: 4091.659424
	Iteration 1F: 3 clusters Score -744343.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -744513.875000 Penalty: 4091.659424
	Iteration 2F: 3 clusters Score -744513.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -744603.062500 Penalty: 4091.659424
	Iteration 3Q: 3 clusters Score -744603.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -744674.125000 Penalty: 4091.659424
	Iteration 4Q: 3 clusters Score -744674.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -744723.062500 Penalty: 4091.659424
	Iteration 5Q: 3 clusters Score -744723.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -744755.625000 Penalty: 4091.659424
	Iteration 6Q: 3 clusters Score -744755.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -744784.500000 Penalty: 4091.659424
	Iteration 7Q: 3 clusters Score -744784.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -744809.625000 Penalty: 4091.659424
	Iteration 8Q: 3 clusters Score -744809.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -744834.875000 Penalty: 4091.659424
	Iteration 9Q: 3 clusters Score -744834.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -744858.125000 Penalty: 4091.659424
	Iteration 10Q: 3 clusters Score -744858.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -744886.437500 Penalty: 4091.659424
	Iteration 11Q: 3 clusters Score -744886.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -744916.187500 Penalty: 4091.659424
	Iteration 12Q: 3 clusters Score -744916.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -744950.187500 Penalty: 4091.659424
	Iteration 13Q: 3 clusters Score -744950.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -744979.875000 Penalty: 4091.659424
	Iteration 14Q: 3 clusters Score -744979.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -745007.875000 Penalty: 4091.659424
	Iteration 15Q: 3 clusters Score -745007.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -745036.625000 Penalty: 4091.659424
	Iteration 16Q: 3 clusters Score -745036.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -745066.937500 Penalty: 4091.659424
	Iteration 17Q: 3 clusters Score -745066.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -745101.000000 Penalty: 4091.659424
	Iteration 18Q: 3 clusters Score -745101 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -745132.500000 Penalty: 4091.659424
	Iteration 19Q: 3 clusters Score -745132.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -745166.562500 Penalty: 4091.659424
	Iteration 20F: 3 clusters Score -745166.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -745210.125000 Penalty: 4091.659424
	Iteration 21Q: 3 clusters Score -745210.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -745263.937500 Penalty: 4091.659424
	Iteration 22Q: 3 clusters Score -745263.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -745315.687500 Penalty: 4091.659424
	Iteration 23Q: 3 clusters Score -745315.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -745370.437500 Penalty: 4091.659424
	Iteration 24Q: 3 clusters Score -745370.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -745417.750000 Penalty: 4091.659424
	Iteration 25Q: 3 clusters Score -745417.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -745451.687500 Penalty: 4091.659424
	Iteration 26Q: 3 clusters Score -745451.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -745489.812500 Penalty: 4091.659424
	Iteration 27Q: 3 clusters Score -745489.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -745519.312500 Penalty: 4091.659424
	Iteration 28Q: 3 clusters Score -745519.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -745552.500000 Penalty: 4091.659424
	Iteration 29Q: 3 clusters Score -745552.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -745591.250000 Penalty: 4091.659424
	Iteration 30Q: 3 clusters Score -745591.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -745624.375000 Penalty: 4091.659424
	Iteration 31Q: 3 clusters Score -745624.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -745653.062500 Penalty: 4091.659424
	Iteration 32Q: 3 clusters Score -745653.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -745678.937500 Penalty: 4091.659424
	Iteration 33Q: 3 clusters Score -745678.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -745700.125000 Penalty: 4091.659424
	Iteration 34Q: 3 clusters Score -745700.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -745716.562500 Penalty: 4091.659424
	Iteration 35Q: 3 clusters Score -745716.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -745733.125000 Penalty: 4091.659424
	Iteration 36Q: 3 clusters Score -745733.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -745743.812500 Penalty: 4091.659424
	Iteration 37Q: 3 clusters Score -745743.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -745753.437500 Penalty: 4091.659424
	Iteration 38Q: 3 clusters Score -745753.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -745761.875000 Penalty: 4091.659424
	Iteration 39Q: 3 clusters Score -745761.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -745765.062500 Penalty: 4091.659424
	Iteration 40F: 3 clusters Score -745765.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -745771.312500 Penalty: 4091.659424
	Iteration 41Q: 3 clusters Score -745771.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -745774.937500 Penalty: 4091.659424
	Iteration 42Q: 3 clusters Score -745774.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -745774.500000 Penalty: 4091.659424
	Iteration 43Q: 3 clusters Score -745774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -745775.250000 Penalty: 4091.659424
	Iteration 44Q: 3 clusters Score -745775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -745777.750000 Penalty: 4091.659424
	Iteration 45Q: 3 clusters Score -745777.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -745777.187500 Penalty: 4091.659424
	Iteration 46Q: 3 clusters Score -745777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -745777.187500 Penalty: 4091.659424
	Iteration 47F: 3 clusters Score -745777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -408125.187500 Penalty: 1913.018555
	Iteration 0F: 2 clusters Score -408125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -405370.000000 Penalty: 3826.037109
	Iteration 0F: 3 clusters Score -405370 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -405895.812500 Penalty: 3826.037109
	Iteration 1F: 3 clusters Score -405895.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -406101.125000 Penalty: 3826.037109
	Iteration 2F: 3 clusters Score -406101.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -406245.937500 Penalty: 3826.037109
	Iteration 3F: 3 clusters Score -406245.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -406410.687500 Penalty: 3826.037109
	Iteration 4F: 3 clusters Score -406410.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -406596.750000 Penalty: 3826.037109
	Iteration 5F: 3 clusters Score -406596.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -406752.156250 Penalty: 3826.037109
	Iteration 6F: 3 clusters Score -406752.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -406915.718750 Penalty: 3826.037109
	Iteration 7Q: 3 clusters Score -406915.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -407041.687500 Penalty: 3826.037109
	Iteration 8Q: 3 clusters Score -407041.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -407144.156250 Penalty: 3826.037109
	Iteration 9Q: 3 clusters Score -407144.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -407232.093750 Penalty: 3826.037109
	Iteration 10Q: 3 clusters Score -407232.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -407291.812500 Penalty: 3826.037109
	Iteration 11Q: 3 clusters Score -407291.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -407320.468750 Penalty: 3826.037109
	Iteration 12Q: 3 clusters Score -407320.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -407338.062500 Penalty: 3826.037109
	Iteration 13Q: 3 clusters Score -407338.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -407357.468750 Penalty: 3826.037109
	Iteration 14Q: 3 clusters Score -407357.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -407373.625000 Penalty: 3826.037109
	Iteration 15Q: 3 clusters Score -407373.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -407385.187500 Penalty: 3826.037109
	Iteration 16Q: 3 clusters Score -407385.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -407394.593750 Penalty: 3826.037109
	Iteration 17Q: 3 clusters Score -407394.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -407398.437500 Penalty: 3826.037109
	Iteration 18Q: 3 clusters Score -407398.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -407400.687500 Penalty: 3826.037109
	Iteration 19Q: 3 clusters Score -407400.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -407400.687500 Penalty: 3826.037109
	Iteration 20F: 3 clusters Score -407400.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -157447.812500 Penalty: 1702.223267
	Iteration 0F: 2 clusters Score -157447.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -155676.359375 Penalty: 3404.446533
	Iteration 0F: 3 clusters Score -155676.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -156117.078125 Penalty: 3404.446533
	Iteration 1F: 3 clusters Score -156117.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -156284.609375 Penalty: 3404.446533
	Iteration 2F: 3 clusters Score -156284.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -156401.828125 Penalty: 3404.446533
	Iteration 3F: 3 clusters Score -156401.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -156505.046875 Penalty: 3404.446533
	Iteration 4Q: 3 clusters Score -156505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -156588.328125 Penalty: 3404.446533
	Iteration 5Q: 3 clusters Score -156588.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -156673.125000 Penalty: 3404.446533
	Iteration 6Q: 3 clusters Score -156673.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -156761.703125 Penalty: 3404.446533
	Iteration 7Q: 3 clusters Score -156761.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -156846.125000 Penalty: 3404.446533
	Iteration 8Q: 3 clusters Score -156846.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -156894.734375 Penalty: 3404.446533
	Iteration 9Q: 3 clusters Score -156894.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -156944.812500 Penalty: 3404.446533
	Iteration 10Q: 3 clusters Score -156944.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -157026.171875 Penalty: 3404.446533
	Iteration 11Q: 3 clusters Score -157026.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -157063.859375 Penalty: 3404.446533
	Iteration 12Q: 3 clusters Score -157063.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -157108.718750 Penalty: 3404.446533
	Iteration 13Q: 3 clusters Score -157108.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -157116.359375 Penalty: 3404.446533
	Iteration 14Q: 3 clusters Score -157116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -157120.625000 Penalty: 3404.446533
	Iteration 15Q: 3 clusters Score -157120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -157123.250000 Penalty: 3404.446533
	Iteration 16Q: 3 clusters Score -157123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -157124.453125 Penalty: 3404.446533
	Iteration 17Q: 3 clusters Score -157124.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -157124.453125 Penalty: 3404.446533
	Iteration 18F: 3 clusters Score -157124.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -134291.968750 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -134292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -132577.015625 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -132577 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -132824.890625 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -132824.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -132895.234375 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -132895.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -133004.218750 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -133004.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -133131.484375 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -133131.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -133201.218750 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -133201.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -133263.953125 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -133264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -133307.796875 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -133307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -133319.421875 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -133319.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -133329.375000 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -133329.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -133341.906250 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -133341.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -133355.421875 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -133355.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -133364.468750 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -133364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -133382.328125 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -133382.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -133410.500000 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -133410.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -133422.687500 Penalty: 3276.898682
	Iteration 15Q: 3 clusters Score -133422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -133428.781250 Penalty: 3276.898682
	Iteration 16Q: 3 clusters Score -133428.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -133446.031250 Penalty: 3276.898682
	Iteration 17Q: 3 clusters Score -133446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -133472.156250 Penalty: 3276.898682
	Iteration 18Q: 3 clusters Score -133472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -133485.968750 Penalty: 3276.898682
	Iteration 19Q: 3 clusters Score -133486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -133500.625000 Penalty: 3276.898682
	Iteration 20F: 3 clusters Score -133500.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -133540.468750 Penalty: 3276.898682
	Iteration 21Q: 3 clusters Score -133540.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -133639.953125 Penalty: 3276.898682
	Iteration 22Q: 3 clusters Score -133640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -133922.703125 Penalty: 3276.898682
	Iteration 23Q: 3 clusters Score -133922.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -134030.218750 Penalty: 3276.898682
	Iteration 24Q: 3 clusters Score -134030.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -134078.546875 Penalty: 3276.898682
	Iteration 25Q: 3 clusters Score -134078.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -134120.343750 Penalty: 3276.898682
	Iteration 26Q: 3 clusters Score -134120.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -134154.156250 Penalty: 3276.898682
	Iteration 27Q: 3 clusters Score -134154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -134171.343750 Penalty: 3276.898682
	Iteration 28Q: 3 clusters Score -134171.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -134184.906250 Penalty: 3276.898682
	Iteration 29Q: 3 clusters Score -134184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -134192.421875 Penalty: 3276.898682
	Iteration 30Q: 3 clusters Score -134192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -134195.390625 Penalty: 3276.898682
	Iteration 31Q: 3 clusters Score -134195.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -134197.875000 Penalty: 3276.898682
	Iteration 32Q: 3 clusters Score -134197.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -134197.875000 Penalty: 3276.898682
	Iteration 33F: 3 clusters Score -134197.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -339016.531250 Penalty: 1882.155273
	Iteration 0F: 2 clusters Score -339016.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -336445.875000 Penalty: 3764.310547
	Iteration 0F: 3 clusters Score -336445.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -337078.750000 Penalty: 3764.310547
	Iteration 1F: 3 clusters Score -337078.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -337363.093750 Penalty: 3764.310547
	Iteration 2F: 3 clusters Score -337363.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -337598.437500 Penalty: 3764.310547
	Iteration 3F: 3 clusters Score -337598.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -337836.093750 Penalty: 3764.310547
	Iteration 4F: 3 clusters Score -337836.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -338053.093750 Penalty: 3764.310547
	Iteration 5F: 3 clusters Score -338053.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -338220.437500 Penalty: 3764.310547
	Iteration 6Q: 3 clusters Score -338220.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -338349.437500 Penalty: 3764.310547
	Iteration 7Q: 3 clusters Score -338349.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -338467.531250 Penalty: 3764.310547
	Iteration 8Q: 3 clusters Score -338467.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -338549.031250 Penalty: 3764.310547
	Iteration 9Q: 3 clusters Score -338549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -338598.375000 Penalty: 3764.310547
	Iteration 10Q: 3 clusters Score -338598.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -338643.031250 Penalty: 3764.310547
	Iteration 11Q: 3 clusters Score -338643 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -338690.125000 Penalty: 3764.310547
	Iteration 12Q: 3 clusters Score -338690.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -338759.187500 Penalty: 3764.310547
	Iteration 13Q: 3 clusters Score -338759.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -338864.750000 Penalty: 3764.310547
	Iteration 14Q: 3 clusters Score -338864.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -339018.781250 Penalty: 3764.310547
	Iteration 15Q: 3 clusters Score -339018.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -339270.187500 Penalty: 3764.310547
	Iteration 16Q: 3 clusters Score -339270.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -339461.187500 Penalty: 3764.310547
	Iteration 17Q: 3 clusters Score -339461.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -339616.406250 Penalty: 3764.310547
	Iteration 18Q: 3 clusters Score -339616.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -339713.093750 Penalty: 3764.310547
	Iteration 19Q: 3 clusters Score -339713.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -339777.500000 Penalty: 3764.310547
	Iteration 20F: 3 clusters Score -339777.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -339802.343750 Penalty: 3764.310547
	Iteration 21Q: 3 clusters Score -339802.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -339814.218750 Penalty: 3764.310547
	Iteration 22Q: 3 clusters Score -339814.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -339821.468750 Penalty: 3764.310547
	Iteration 23Q: 3 clusters Score -339821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -339823.406250 Penalty: 3764.310547
	Iteration 24Q: 3 clusters Score -339823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -339824.125000 Penalty: 3764.310547
	Iteration 25Q: 3 clusters Score -339824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -339824.593750 Penalty: 3764.310547
	Iteration 26Q: 3 clusters Score -339824.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -339824.593750 Penalty: 3764.310547
	Iteration 27F: 3 clusters Score -339824.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 21329 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3919 members 
Mstep: Class 5 contains 5075 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5372 members 
Mstep: Class 13 contains 29410 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15268 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7943 members 
Mstep: Class 19 contains 38989 members 
Mstep: Class 20 contains 8106 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 18144 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14283 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 19268 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 3825 members 
Mstep: Class 35 contains 1136 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 841 members 
Mstep: Class 40 contains 10411 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15534 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28444 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16273 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 33625 members 
Mstep: Class 55 contains 20177 members 
Mstep: Class 56 contains 29410 members 
Mstep: Class 57 contains 35163 members 
Entering Unmasked Estep 
Score: -84249248.000000 Penalty: 183523.656250
Splitting cluster 39 changes total score from -84249992.000000 to -84249248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (10411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Entering Unmasked Estep 
Score: -2058631.375000 Penalty: 2294.153320
	Iteration 0F: 2 clusters Score -2058631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2050630.625000 Penalty: 4588.306641
	Iteration 0F: 3 clusters Score -2050631 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2052894.500000 Penalty: 4588.306641
	Iteration 1F: 3 clusters Score -2052894 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2053186.625000 Penalty: 4588.306641
	Iteration 2F: 3 clusters Score -2053187 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2053400.125000 Penalty: 4588.306641
	Iteration 3Q: 3 clusters Score -2053400 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2053567.250000 Penalty: 4588.306641
	Iteration 4Q: 3 clusters Score -2053567 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2053690.625000 Penalty: 4588.306641
	Iteration 5Q: 3 clusters Score -2053691 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2053782.875000 Penalty: 4588.306641
	Iteration 6Q: 3 clusters Score -2053783 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2053872.750000 Penalty: 4588.306641
	Iteration 7Q: 3 clusters Score -2053873 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2053967.250000 Penalty: 4588.306641
	Iteration 8Q: 3 clusters Score -2053967 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2054060.625000 Penalty: 4588.306641
	Iteration 9Q: 3 clusters Score -2054061 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2054181.250000 Penalty: 4588.306641
	Iteration 10Q: 3 clusters Score -2054181 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2054311.875000 Penalty: 4588.306641
	Iteration 11Q: 3 clusters Score -2054312 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2054456.375000 Penalty: 4588.306641
	Iteration 12Q: 3 clusters Score -2054456 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2054657.000000 Penalty: 4588.306641
	Iteration 13Q: 3 clusters Score -2054657 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2054893.875000 Penalty: 4588.306641
	Iteration 14Q: 3 clusters Score -2054894 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2055164.250000 Penalty: 4588.306641
	Iteration 15Q: 3 clusters Score -2055164 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2055463.750000 Penalty: 4588.306641
	Iteration 16Q: 3 clusters Score -2055464 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2055761.375000 Penalty: 4588.306641
	Iteration 17Q: 3 clusters Score -2055761 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2056019.500000 Penalty: 4588.306641
	Iteration 18Q: 3 clusters Score -2056020 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2056215.500000 Penalty: 4588.306641
	Iteration 19Q: 3 clusters Score -2056216 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2056353.625000 Penalty: 4588.306641
	Iteration 20F: 3 clusters Score -2056354 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2056443.500000 Penalty: 4588.306641
	Iteration 21Q: 3 clusters Score -2056444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2056502.000000 Penalty: 4588.306641
	Iteration 22Q: 3 clusters Score -2056502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2056525.375000 Penalty: 4588.306641
	Iteration 23Q: 3 clusters Score -2056525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2056544.375000 Penalty: 4588.306641
	Iteration 24Q: 3 clusters Score -2056544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2056561.625000 Penalty: 4588.306641
	Iteration 25Q: 3 clusters Score -2056562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2056573.250000 Penalty: 4588.306641
	Iteration 26Q: 3 clusters Score -2056573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2056575.000000 Penalty: 4588.306641
	Iteration 27Q: 3 clusters Score -2056575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2056581.125000 Penalty: 4588.306641
	Iteration 28Q: 3 clusters Score -2056581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2056583.625000 Penalty: 4588.306641
	Iteration 29Q: 3 clusters Score -2056584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2056587.250000 Penalty: 4588.306641
	Iteration 30Q: 3 clusters Score -2056587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2056591.750000 Penalty: 4588.306641
	Iteration 31Q: 3 clusters Score -2056592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2056595.375000 Penalty: 4588.306641
	Iteration 32Q: 3 clusters Score -2056595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2056595.500000 Penalty: 4588.306641
	Iteration 33Q: 3 clusters Score -2056596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2056598.250000 Penalty: 4588.306641
	Iteration 34Q: 3 clusters Score -2056598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2056601.500000 Penalty: 4588.306641
	Iteration 35Q: 3 clusters Score -2056602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2056601.125000 Penalty: 4588.306641
	Iteration 36Q: 3 clusters Score -2056601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2056603.375000 Penalty: 4588.306641
	Iteration 37Q: 3 clusters Score -2056603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2056602.750000 Penalty: 4588.306641
	Iteration 38Q: 3 clusters Score -2056603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2056606.500000 Penalty: 4588.306641
	Iteration 39Q: 3 clusters Score -2056606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2056604.875000 Penalty: 4588.306641
	Iteration 40F: 3 clusters Score -2056605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2056607.500000 Penalty: 4588.306641
	Iteration 41Q: 3 clusters Score -2056608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2056607.750000 Penalty: 4588.306641
	Iteration 42Q: 3 clusters Score -2056608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2056610.375000 Penalty: 4588.306641
	Iteration 43Q: 3 clusters Score -2056610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2056612.375000 Penalty: 4588.306641
	Iteration 44Q: 3 clusters Score -2056612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2056617.375000 Penalty: 4588.306641
	Iteration 45Q: 3 clusters Score -2056617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2056620.625000 Penalty: 4588.306641
	Iteration 46Q: 3 clusters Score -2056621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2056620.625000 Penalty: 4588.306641
	Iteration 47F: 3 clusters Score -2056621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -25634.503906 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -25634.5 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 132 members 
Entering Unmasked Estep 
Score: -24643.728516 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -24643.73 nChanged 44
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: -25004.541016 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -25004.54 nChanged 15
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: -25121.154297 Penalty: 2710.060547
	Iteration 2F: 3 clusters Score -25121.15 nChanged 3
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: -25137.880859 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -25137.88 nChanged 0
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: -25137.880859 Penalty: 2710.060547
	Iteration 4F: 3 clusters Score -25137.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -65033.003906 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -65033 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 227 members 
Entering Unmasked Estep 
Score: -63613.562500 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -63613.56 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63824.140625 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -63824.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -63916.617188 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -63916.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63999.867188 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -63999.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -64049.632812 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -64049.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -64074.476562 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -64074.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -64098.664062 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -64098.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -64111.281250 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -64111.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -64112.949219 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -64112.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -64117.222656 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -64117.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -64119.789062 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -64119.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -64119.789062 Penalty: 3032.386475
	Iteration 11F: 3 clusters Score -64119.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Entering Unmasked Estep 
Score: -3328262.750000 Penalty: 2393.395020
	Iteration 0F: 2 clusters Score -3328263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3317804.500000 Penalty: 4786.790039
	Iteration 0F: 3 clusters Score -3317804 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3321301.500000 Penalty: 4786.790039
	Iteration 1F: 3 clusters Score -3321302 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3321641.250000 Penalty: 4786.790039
	Iteration 2F: 3 clusters Score -3321641 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3321929.000000 Penalty: 4786.790039
	Iteration 3Q: 3 clusters Score -3321929 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -3322126.250000 Penalty: 4786.790039
	Iteration 4Q: 3 clusters Score -3322126 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3322310.500000 Penalty: 4786.790039
	Iteration 5Q: 3 clusters Score -3322310 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3322486.500000 Penalty: 4786.790039
	Iteration 6Q: 3 clusters Score -3322486 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -3322689.250000 Penalty: 4786.790039
	Iteration 7Q: 3 clusters Score -3322689 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3322928.000000 Penalty: 4786.790039
	Iteration 8Q: 3 clusters Score -3322928 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3323183.750000 Penalty: 4786.790039
	Iteration 9Q: 3 clusters Score -3323184 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3323486.000000 Penalty: 4786.790039
	Iteration 10Q: 3 clusters Score -3323486 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3323812.250000 Penalty: 4786.790039
	Iteration 11Q: 3 clusters Score -3323812 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3324163.250000 Penalty: 4786.790039
	Iteration 12Q: 3 clusters Score -3324163 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -3324458.000000 Penalty: 4786.790039
	Iteration 13Q: 3 clusters Score -3324458 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -3324736.000000 Penalty: 4786.790039
	Iteration 14Q: 3 clusters Score -3324736 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3325009.000000 Penalty: 4786.790039
	Iteration 15Q: 3 clusters Score -3325009 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3325274.250000 Penalty: 4786.790039
	Iteration 16Q: 3 clusters Score -3325274 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3325530.750000 Penalty: 4786.790039
	Iteration 17Q: 3 clusters Score -3325531 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3325800.250000 Penalty: 4786.790039
	Iteration 18Q: 3 clusters Score -3325800 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -3326034.750000 Penalty: 4786.790039
	Iteration 19Q: 3 clusters Score -3326035 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3326231.000000 Penalty: 4786.790039
	Iteration 20F: 3 clusters Score -3326231 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -3326425.500000 Penalty: 4786.790039
	Iteration 21Q: 3 clusters Score -3326426 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3326595.000000 Penalty: 4786.790039
	Iteration 22Q: 3 clusters Score -3326595 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -3326733.500000 Penalty: 4786.790039
	Iteration 23Q: 3 clusters Score -3326734 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3326832.500000 Penalty: 4786.790039
	Iteration 24Q: 3 clusters Score -3326832 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3326897.750000 Penalty: 4786.790039
	Iteration 25Q: 3 clusters Score -3326898 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3326931.000000 Penalty: 4786.790039
	Iteration 26Q: 3 clusters Score -3326931 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3326953.750000 Penalty: 4786.790039
	Iteration 27Q: 3 clusters Score -3326954 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3326970.500000 Penalty: 4786.790039
	Iteration 28Q: 3 clusters Score -3326970 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3326989.250000 Penalty: 4786.790039
	Iteration 29Q: 3 clusters Score -3326989 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3327006.250000 Penalty: 4786.790039
	Iteration 30Q: 3 clusters Score -3327006 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3327016.000000 Penalty: 4786.790039
	Iteration 31Q: 3 clusters Score -3327016 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3327019.000000 Penalty: 4786.790039
	Iteration 32Q: 3 clusters Score -3327019 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3327022.750000 Penalty: 4786.790039
	Iteration 33Q: 3 clusters Score -3327023 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3327017.750000 Penalty: 4786.790039
	Iteration 34Q: 3 clusters Score -3327018 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -3327036.250000 Penalty: 4786.790039
	Iteration 35Q: 3 clusters Score -3327036 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -3327044.750000 Penalty: 4786.790039
	Iteration 36Q: 3 clusters Score -3327045 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -3327043.500000 Penalty: 4786.790039
	Iteration 37Q: 3 clusters Score -3327044 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3327057.750000 Penalty: 4786.790039
	Iteration 38Q: 3 clusters Score -3327058 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3327055.000000 Penalty: 4786.790039
	Iteration 39Q: 3 clusters Score -3327055 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3327054.000000 Penalty: 4786.790039
	Iteration 40F: 3 clusters Score -3327054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3327062.500000 Penalty: 4786.790039
	Iteration 41Q: 3 clusters Score -3327062 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3327063.250000 Penalty: 4786.790039
	Iteration 42Q: 3 clusters Score -3327063 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3327062.750000 Penalty: 4786.790039
	Iteration 43Q: 3 clusters Score -3327063 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -3327061.250000 Penalty: 4786.790039
	Iteration 44Q: 3 clusters Score -3327061 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3327061.250000 Penalty: 4786.790039
	Iteration 45Q: 3 clusters Score -3327061 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -3327059.750000 Penalty: 4786.790039
	Iteration 46Q: 3 clusters Score -3327060 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3327073.000000 Penalty: 4786.790039
	Iteration 47Q: 3 clusters Score -3327073 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3327077.500000 Penalty: 4786.790039
	Iteration 48Q: 3 clusters Score -3327078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3327075.500000 Penalty: 4786.790039
	Iteration 49Q: 3 clusters Score -3327076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3327063.750000 Penalty: 4786.790039
	Iteration 50Q: 3 clusters Score -3327064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3327068.750000 Penalty: 4786.790039
	Iteration 51Q: 3 clusters Score -3327069 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -3327065.500000 Penalty: 4786.790039
	Iteration 52Q: 3 clusters Score -3327066 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -3327078.500000 Penalty: 4786.790039
	Iteration 53Q: 3 clusters Score -3327078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -3327086.500000 Penalty: 4786.790039
	Iteration 54Q: 3 clusters Score -3327086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -3327092.000000 Penalty: 4786.790039
	Iteration 55Q: 3 clusters Score -3327092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3327096.250000 Penalty: 4786.790039
	Iteration 56Q: 3 clusters Score -3327096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3327096.000000 Penalty: 4786.790039
	Iteration 57Q: 3 clusters Score -3327096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -3327096.250000 Penalty: 4786.790039
	Iteration 58Q: 3 clusters Score -3327096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3327097.500000 Penalty: 4786.790039
	Iteration 59Q: 3 clusters Score -3327098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3327095.250000 Penalty: 4786.790039
	Iteration 60F: 3 clusters Score -3327095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3327100.250000 Penalty: 4786.790039
	Iteration 61Q: 3 clusters Score -3327100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3327100.000000 Penalty: 4786.790039
	Iteration 62Q: 3 clusters Score -3327100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3327102.000000 Penalty: 4786.790039
	Iteration 63Q: 3 clusters Score -3327102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3327092.250000 Penalty: 4786.790039
	Iteration 64Q: 3 clusters Score -3327092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -3327087.750000 Penalty: 4786.790039
	Iteration 65Q: 3 clusters Score -3327088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3327089.000000 Penalty: 4786.790039
	Iteration 66Q: 3 clusters Score -3327089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -3327092.000000 Penalty: 4786.790039
	Iteration 67Q: 3 clusters Score -3327092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -3327093.750000 Penalty: 4786.790039
	Iteration 68Q: 3 clusters Score -3327094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3327102.250000 Penalty: 4786.790039
	Iteration 69Q: 3 clusters Score -3327102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3327107.750000 Penalty: 4786.790039
	Iteration 70Q: 3 clusters Score -3327108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3327108.750000 Penalty: 4786.790039
	Iteration 71Q: 3 clusters Score -3327109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3327112.000000 Penalty: 4786.790039
	Iteration 72Q: 3 clusters Score -3327112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3327101.500000 Penalty: 4786.790039
	Iteration 73Q: 3 clusters Score -3327102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3327093.250000 Penalty: 4786.790039
	Iteration 74Q: 3 clusters Score -3327093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -3327102.000000 Penalty: 4786.790039
	Iteration 75Q: 3 clusters Score -3327102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3327097.000000 Penalty: 4786.790039
	Iteration 76Q: 3 clusters Score -3327097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3327089.500000 Penalty: 4786.790039
	Iteration 77Q: 3 clusters Score -3327090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3327101.000000 Penalty: 4786.790039
	Iteration 78Q: 3 clusters Score -3327101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3327097.250000 Penalty: 4786.790039
	Iteration 79Q: 3 clusters Score -3327097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3327103.750000 Penalty: 4786.790039
	Iteration 80F: 3 clusters Score -3327104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3327100.750000 Penalty: 4786.790039
	Iteration 81Q: 3 clusters Score -3327101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3327100.000000 Penalty: 4786.790039
	Iteration 82Q: 3 clusters Score -3327100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3327105.500000 Penalty: 4786.790039
	Iteration 83Q: 3 clusters Score -3327106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3327099.750000 Penalty: 4786.790039
	Iteration 84Q: 3 clusters Score -3327100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3327094.500000 Penalty: 4786.790039
	Iteration 85Q: 3 clusters Score -3327094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3327099.500000 Penalty: 4786.790039
	Iteration 86Q: 3 clusters Score -3327100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -3327093.500000 Penalty: 4786.790039
	Iteration 87Q: 3 clusters Score -3327094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -3327096.500000 Penalty: 4786.790039
	Iteration 88Q: 3 clusters Score -3327096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3327100.000000 Penalty: 4786.790039
	Iteration 89Q: 3 clusters Score -3327100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3327098.500000 Penalty: 4786.790039
	Iteration 90Q: 3 clusters Score -3327098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3327095.750000 Penalty: 4786.790039
	Iteration 91Q: 3 clusters Score -3327096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3327098.500000 Penalty: 4786.790039
	Iteration 92Q: 3 clusters Score -3327098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3327092.000000 Penalty: 4786.790039
	Iteration 93Q: 3 clusters Score -3327092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3327095.500000 Penalty: 4786.790039
	Iteration 94Q: 3 clusters Score -3327096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3327093.250000 Penalty: 4786.790039
	Iteration 95Q: 3 clusters Score -3327093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3327089.500000 Penalty: 4786.790039
	Iteration 96Q: 3 clusters Score -3327090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3327093.750000 Penalty: 4786.790039
	Iteration 97Q: 3 clusters Score -3327094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3327093.000000 Penalty: 4786.790039
	Iteration 98Q: 3 clusters Score -3327093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3327093.000000 Penalty: 4786.790039
	Iteration 99F: 3 clusters Score -3327093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -169659.750000 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -169659.8 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 479 members 
Entering Unmasked Estep 
Score: -167766.593750 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -167766.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -168044.453125 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -168044.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -168163.312500 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -168163.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -168242.578125 Penalty: 3401.848145
	Iteration 3F: 3 clusters Score -168242.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -168297.984375 Penalty: 3401.848145
	Iteration 4Q: 3 clusters Score -168298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -168354.609375 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -168354.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -168422.500000 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -168422.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -168491.750000 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -168491.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -168523.046875 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -168523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -168541.078125 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -168541.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -168561.843750 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -168561.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -168587.296875 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -168587.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -168608.453125 Penalty: 3401.848145
	Iteration 12Q: 3 clusters Score -168608.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -168619.937500 Penalty: 3401.848145
	Iteration 13Q: 3 clusters Score -168619.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -168628.968750 Penalty: 3401.848145
	Iteration 14Q: 3 clusters Score -168629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -168630.375000 Penalty: 3401.848145
	Iteration 15Q: 3 clusters Score -168630.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -168630.375000 Penalty: 3401.848145
	Iteration 16F: 3 clusters Score -168630.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38031.203125 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38031.2 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 140 members 
Entering Unmasked Estep 
Score: -36925.949219 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36925.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37136.878906 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37136.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37249.386719 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -37249.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37303.628906 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37303.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37331.429688 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37331.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37339.839844 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -37339.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37347.773438 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -37347.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37363.742188 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -37363.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37374.906250 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -37374.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37391.062500 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -37391.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37410.562500 Penalty: 2778.651123
	Iteration 10Q: 3 clusters Score -37410.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37439.707031 Penalty: 2778.651123
	Iteration 11Q: 3 clusters Score -37439.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37439.707031 Penalty: 2778.651123
	Iteration 12F: 3 clusters Score -37439.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -82879.351562 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -82879.35 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 260 members 
Entering Unmasked Estep 
Score: -81510.515625 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -81510.52 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -82044.007812 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -82044.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82350.812500 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -82350.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -82482.937500 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -82482.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82654.210938 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -82654.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82781.132812 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -82781.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82809.937500 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -82809.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82815.335938 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -82815.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82823.625000 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -82823.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82824.765625 Penalty: 3126.099121
	Iteration 9F: 3 clusters Score -82824.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82837.765625 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -82837.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82839.601562 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -82839.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82839.601562 Penalty: 3126.099121
	Iteration 12F: 3 clusters Score -82839.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -96277.656250 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -96277.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94813.882812 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -94813.88 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -95058.593750 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -95058.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -95136.015625 Penalty: 3105.699951
	Iteration 2F: 3 clusters Score -95136.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -95185.750000 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -95185.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -95208.671875 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -95208.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -95225.335938 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -95225.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -95230.109375 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -95230.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -95233.625000 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -95233.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -95233.625000 Penalty: 3105.699951
	Iteration 8F: 3 clusters Score -95233.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -469178.687500 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -469178.7 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 1262 members 
Entering Unmasked Estep 
Score: -466356.250000 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -466356.2 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -466910.468750 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -466910.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -467040.656250 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -467040.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -467124.281250 Penalty: 3865.414551
	Iteration 3Q: 3 clusters Score -467124.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -467203.062500 Penalty: 3865.414551
	Iteration 4Q: 3 clusters Score -467203.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -467263.593750 Penalty: 3865.414551
	Iteration 5Q: 3 clusters Score -467263.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -467300.781250 Penalty: 3865.414551
	Iteration 6Q: 3 clusters Score -467300.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -467331.906250 Penalty: 3865.414551
	Iteration 7Q: 3 clusters Score -467331.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -467351.812500 Penalty: 3865.414551
	Iteration 8Q: 3 clusters Score -467351.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -467375.375000 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -467375.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -467401.343750 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -467401.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -467417.375000 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -467417.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -467426.687500 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -467426.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -467438.156250 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -467438.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -467447.000000 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -467447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -467452.187500 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -467452.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -467457.406250 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -467457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -467460.906250 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -467460.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -467467.687500 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -467467.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -467475.281250 Penalty: 3865.414551
	Iteration 19Q: 3 clusters Score -467475.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -467488.656250 Penalty: 3865.414551
	Iteration 20F: 3 clusters Score -467488.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -467504.812500 Penalty: 3865.414551
	Iteration 21Q: 3 clusters Score -467504.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -467514.406250 Penalty: 3865.414551
	Iteration 22Q: 3 clusters Score -467514.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -467523.093750 Penalty: 3865.414551
	Iteration 23Q: 3 clusters Score -467523.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -467529.156250 Penalty: 3865.414551
	Iteration 24Q: 3 clusters Score -467529.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -467535.406250 Penalty: 3865.414551
	Iteration 25Q: 3 clusters Score -467535.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -467543.000000 Penalty: 3865.414551
	Iteration 26Q: 3 clusters Score -467543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -467548.156250 Penalty: 3865.414551
	Iteration 27Q: 3 clusters Score -467548.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -467555.000000 Penalty: 3865.414551
	Iteration 28Q: 3 clusters Score -467555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -467560.250000 Penalty: 3865.414551
	Iteration 29Q: 3 clusters Score -467560.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -467565.343750 Penalty: 3865.414551
	Iteration 30Q: 3 clusters Score -467565.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -467568.812500 Penalty: 3865.414551
	Iteration 31Q: 3 clusters Score -467568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -467571.281250 Penalty: 3865.414551
	Iteration 32Q: 3 clusters Score -467571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -467573.093750 Penalty: 3865.414551
	Iteration 33Q: 3 clusters Score -467573.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -467578.750000 Penalty: 3865.414551
	Iteration 34Q: 3 clusters Score -467578.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -467584.750000 Penalty: 3865.414551
	Iteration 35Q: 3 clusters Score -467584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -467585.906250 Penalty: 3865.414551
	Iteration 36Q: 3 clusters Score -467585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -467587.375000 Penalty: 3865.414551
	Iteration 37Q: 3 clusters Score -467587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -467588.468750 Penalty: 3865.414551
	Iteration 38Q: 3 clusters Score -467588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -467589.250000 Penalty: 3865.414551
	Iteration 39Q: 3 clusters Score -467589.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -467589.250000 Penalty: 3865.414551
	Iteration 40F: 3 clusters Score -467589.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (28444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Entering Unmasked Estep 
Score: -5544614.000000 Penalty: 2543.411621
	Iteration 0F: 2 clusters Score -5544614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -5525431.000000 Penalty: 5086.823242
	Iteration 0F: 3 clusters Score -5525431 nChanged 12689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -5532155.500000 Penalty: 5086.823242
	Iteration 1F: 3 clusters Score -5532156 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -5532548.500000 Penalty: 5086.823242
	Iteration 2Q: 3 clusters Score -5532548 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -5532882.000000 Penalty: 5086.823242
	Iteration 3Q: 3 clusters Score -5532882 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -5533143.500000 Penalty: 5086.823242
	Iteration 4Q: 3 clusters Score -5533144 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -5533380.000000 Penalty: 5086.823242
	Iteration 5Q: 3 clusters Score -5533380 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -5533643.500000 Penalty: 5086.823242
	Iteration 6Q: 3 clusters Score -5533644 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -5534079.000000 Penalty: 5086.823242
	Iteration 7Q: 3 clusters Score -5534079 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -5534661.500000 Penalty: 5086.823242
	Iteration 8Q: 3 clusters Score -5534662 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -5535513.500000 Penalty: 5086.823242
	Iteration 9F: 3 clusters Score -5535514 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -5536787.000000 Penalty: 5086.823242
	Iteration 10F: 3 clusters Score -5536787 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -5538481.500000 Penalty: 5086.823242
	Iteration 11F: 3 clusters Score -5538482 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5540269.500000 Penalty: 5086.823242
	Iteration 12F: 3 clusters Score -5540270 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5541380.500000 Penalty: 5086.823242
	Iteration 13Q: 3 clusters Score -5541380 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5541934.000000 Penalty: 5086.823242
	Iteration 14Q: 3 clusters Score -5541934 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5542138.000000 Penalty: 5086.823242
	Iteration 15Q: 3 clusters Score -5542138 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5542283.000000 Penalty: 5086.823242
	Iteration 16Q: 3 clusters Score -5542283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5542328.000000 Penalty: 5086.823242
	Iteration 17Q: 3 clusters Score -5542328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5542360.000000 Penalty: 5086.823242
	Iteration 18Q: 3 clusters Score -5542360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5542371.500000 Penalty: 5086.823242
	Iteration 19Q: 3 clusters Score -5542372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5542383.000000 Penalty: 5086.823242
	Iteration 20F: 3 clusters Score -5542383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5542395.000000 Penalty: 5086.823242
	Iteration 21Q: 3 clusters Score -5542395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5542399.500000 Penalty: 5086.823242
	Iteration 22Q: 3 clusters Score -5542400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5542409.500000 Penalty: 5086.823242
	Iteration 23Q: 3 clusters Score -5542410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5542408.500000 Penalty: 5086.823242
	Iteration 24Q: 3 clusters Score -5542408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5542408.500000 Penalty: 5086.823242
	Iteration 25F: 3 clusters Score -5542408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -17186.345703 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -17186.35 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 120 members 
Entering Unmasked Estep 
Score: -16367.581055 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -16367.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16605.634766 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -16605.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16713.126953 Penalty: 2677.488770
	Iteration 2F: 3 clusters Score -16713.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16723.968750 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -16723.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16729.552734 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -16729.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16729.552734 Penalty: 2677.488770
	Iteration 5F: 3 clusters Score -16729.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -129827.093750 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -129827.1 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 387 members 
Entering Unmasked Estep 
Score: -128185.656250 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -128185.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -128631.500000 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -128631.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -128847.859375 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -128847.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -128973.648438 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -128973.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -129049.773438 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -129049.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -129114.132812 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -129114.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -129147.851562 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -129147.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -129169.156250 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -129169.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -129183.351562 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -129183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -129192.500000 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -129192.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -129196.054688 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -129196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -129198.164062 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -129198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -129198.164062 Penalty: 3293.378418
	Iteration 12F: 3 clusters Score -129198.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (16273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Entering Unmasked Estep 
Score: -3503087.000000 Penalty: 2404.921143
	Iteration 0F: 2 clusters Score -3503087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3492467.250000 Penalty: 4809.842285
	Iteration 0F: 3 clusters Score -3492467 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -3496294.250000 Penalty: 4809.842285
	Iteration 1F: 3 clusters Score -3496294 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -3496600.750000 Penalty: 4809.842285
	Iteration 2F: 3 clusters Score -3496601 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3496849.250000 Penalty: 4809.842285
	Iteration 3Q: 3 clusters Score -3496849 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3497024.000000 Penalty: 4809.842285
	Iteration 4Q: 3 clusters Score -3497024 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3497221.250000 Penalty: 4809.842285
	Iteration 5Q: 3 clusters Score -3497221 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3497397.000000 Penalty: 4809.842285
	Iteration 6Q: 3 clusters Score -3497397 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3497596.750000 Penalty: 4809.842285
	Iteration 7Q: 3 clusters Score -3497597 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3497830.000000 Penalty: 4809.842285
	Iteration 8Q: 3 clusters Score -3497830 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -3498080.250000 Penalty: 4809.842285
	Iteration 9Q: 3 clusters Score -3498080 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3498590.000000 Penalty: 4809.842285
	Iteration 10Q: 3 clusters Score -3498590 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3499132.000000 Penalty: 4809.842285
	Iteration 11F: 3 clusters Score -3499132 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3499669.500000 Penalty: 4809.842285
	Iteration 12Q: 3 clusters Score -3499670 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3500126.500000 Penalty: 4809.842285
	Iteration 13Q: 3 clusters Score -3500126 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3500478.500000 Penalty: 4809.842285
	Iteration 14Q: 3 clusters Score -3500478 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3500690.250000 Penalty: 4809.842285
	Iteration 15Q: 3 clusters Score -3500690 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3500814.750000 Penalty: 4809.842285
	Iteration 16Q: 3 clusters Score -3500815 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3500896.000000 Penalty: 4809.842285
	Iteration 17Q: 3 clusters Score -3500896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3500933.500000 Penalty: 4809.842285
	Iteration 18Q: 3 clusters Score -3500934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3500967.250000 Penalty: 4809.842285
	Iteration 19Q: 3 clusters Score -3500967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3500997.250000 Penalty: 4809.842285
	Iteration 20F: 3 clusters Score -3500997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3501009.750000 Penalty: 4809.842285
	Iteration 21Q: 3 clusters Score -3501010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3501017.000000 Penalty: 4809.842285
	Iteration 22Q: 3 clusters Score -3501017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3501033.000000 Penalty: 4809.842285
	Iteration 23Q: 3 clusters Score -3501033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3501048.000000 Penalty: 4809.842285
	Iteration 24Q: 3 clusters Score -3501048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3501056.750000 Penalty: 4809.842285
	Iteration 25Q: 3 clusters Score -3501057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3501052.750000 Penalty: 4809.842285
	Iteration 26Q: 3 clusters Score -3501053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3501052.750000 Penalty: 4809.842285
	Iteration 27F: 3 clusters Score -3501053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Entering Unmasked Estep 
Score: -459663.343750 Penalty: 1928.164185
	Iteration 0F: 2 clusters Score -459663.3 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 1186 members 
Entering Unmasked Estep 
Score: -456839.437500 Penalty: 3856.328369
	Iteration 0F: 3 clusters Score -456839.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -457398.156250 Penalty: 3856.328369
	Iteration 1F: 3 clusters Score -457398.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -457548.406250 Penalty: 3856.328369
	Iteration 2F: 3 clusters Score -457548.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -457636.687500 Penalty: 3856.328369
	Iteration 3Q: 3 clusters Score -457636.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -457684.562500 Penalty: 3856.328369
	Iteration 4Q: 3 clusters Score -457684.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -457712.156250 Penalty: 3856.328369
	Iteration 5Q: 3 clusters Score -457712.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -457729.625000 Penalty: 3856.328369
	Iteration 6Q: 3 clusters Score -457729.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -457743.343750 Penalty: 3856.328369
	Iteration 7Q: 3 clusters Score -457743.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -457753.875000 Penalty: 3856.328369
	Iteration 8Q: 3 clusters Score -457753.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -457764.125000 Penalty: 3856.328369
	Iteration 9Q: 3 clusters Score -457764.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -457775.312500 Penalty: 3856.328369
	Iteration 10Q: 3 clusters Score -457775.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -457784.343750 Penalty: 3856.328369
	Iteration 11Q: 3 clusters Score -457784.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -457788.687500 Penalty: 3856.328369
	Iteration 12Q: 3 clusters Score -457788.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -457794.375000 Penalty: 3856.328369
	Iteration 13Q: 3 clusters Score -457794.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -457801.218750 Penalty: 3856.328369
	Iteration 14Q: 3 clusters Score -457801.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -457804.531250 Penalty: 3856.328369
	Iteration 15Q: 3 clusters Score -457804.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -457812.343750 Penalty: 3856.328369
	Iteration 16Q: 3 clusters Score -457812.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -457816.250000 Penalty: 3856.328369
	Iteration 17Q: 3 clusters Score -457816.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -457820.593750 Penalty: 3856.328369
	Iteration 18Q: 3 clusters Score -457820.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -457825.875000 Penalty: 3856.328369
	Iteration 19Q: 3 clusters Score -457825.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -457830.812500 Penalty: 3856.328369
	Iteration 20F: 3 clusters Score -457830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -457833.093750 Penalty: 3856.328369
	Iteration 21Q: 3 clusters Score -457833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -457834.343750 Penalty: 3856.328369
	Iteration 22Q: 3 clusters Score -457834.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -457837.406250 Penalty: 3856.328369
	Iteration 23Q: 3 clusters Score -457837.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -457839.500000 Penalty: 3856.328369
	Iteration 24Q: 3 clusters Score -457839.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -457839.500000 Penalty: 3856.328369
	Iteration 25F: 3 clusters Score -457839.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (33625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Entering Unmasked Estep 
Score: -6601551.000000 Penalty: 2584.910156
	Iteration 0F: 2 clusters Score -6601551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -6581400.500000 Penalty: 5169.820312
	Iteration 0F: 3 clusters Score -6581400 nChanged 15246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -6589699.500000 Penalty: 5169.820312
	Iteration 1F: 3 clusters Score -6589700 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -6590086.000000 Penalty: 5169.820312
	Iteration 2Q: 3 clusters Score -6590086 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -6590350.000000 Penalty: 5169.820312
	Iteration 3Q: 3 clusters Score -6590350 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -6590650.500000 Penalty: 5169.820312
	Iteration 4Q: 3 clusters Score -6590650 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -6590909.500000 Penalty: 5169.820312
	Iteration 5Q: 3 clusters Score -6590910 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -6591186.000000 Penalty: 5169.820312
	Iteration 6Q: 3 clusters Score -6591186 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -6591521.500000 Penalty: 5169.820312
	Iteration 7Q: 3 clusters Score -6591522 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -6591923.500000 Penalty: 5169.820312
	Iteration 8Q: 3 clusters Score -6591924 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -6592563.500000 Penalty: 5169.820312
	Iteration 9Q: 3 clusters Score -6592564 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -6593391.000000 Penalty: 5169.820312
	Iteration 10F: 3 clusters Score -6593391 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -6594839.000000 Penalty: 5169.820312
	Iteration 11F: 3 clusters Score -6594839 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -6596352.000000 Penalty: 5169.820312
	Iteration 12F: 3 clusters Score -6596352 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -6597579.000000 Penalty: 5169.820312
	Iteration 13F: 3 clusters Score -6597579 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -6598354.000000 Penalty: 5169.820312
	Iteration 14Q: 3 clusters Score -6598354 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -6598821.500000 Penalty: 5169.820312
	Iteration 15Q: 3 clusters Score -6598822 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -6599002.000000 Penalty: 5169.820312
	Iteration 16Q: 3 clusters Score -6599002 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -6599094.500000 Penalty: 5169.820312
	Iteration 17Q: 3 clusters Score -6599094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -6599180.500000 Penalty: 5169.820312
	Iteration 18Q: 3 clusters Score -6599180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -6599229.000000 Penalty: 5169.820312
	Iteration 19Q: 3 clusters Score -6599229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -6599257.500000 Penalty: 5169.820312
	Iteration 20F: 3 clusters Score -6599258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -6599283.500000 Penalty: 5169.820312
	Iteration 21Q: 3 clusters Score -6599284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -6599290.500000 Penalty: 5169.820312
	Iteration 22Q: 3 clusters Score -6599290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -6599295.000000 Penalty: 5169.820312
	Iteration 23Q: 3 clusters Score -6599295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -6599301.000000 Penalty: 5169.820312
	Iteration 24Q: 3 clusters Score -6599301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -6599305.500000 Penalty: 5169.820312
	Iteration 25Q: 3 clusters Score -6599306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -6599309.500000 Penalty: 5169.820312
	Iteration 26Q: 3 clusters Score -6599310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -6599315.500000 Penalty: 5169.820312
	Iteration 27Q: 3 clusters Score -6599316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -6599319.500000 Penalty: 5169.820312
	Iteration 28Q: 3 clusters Score -6599320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -6599319.500000 Penalty: 5169.820312
	Iteration 29Q: 3 clusters Score -6599320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -6599319.500000 Penalty: 5169.820312
	Iteration 30F: 3 clusters Score -6599320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (20177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Entering Unmasked Estep 
Score: -3985170.500000 Penalty: 2458.250000
	Iteration 0F: 2 clusters Score -3985170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -3971359.500000 Penalty: 4916.500000
	Iteration 0F: 3 clusters Score -3971360 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3976053.750000 Penalty: 4916.500000
	Iteration 1F: 3 clusters Score -3976054 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3976468.750000 Penalty: 4916.500000
	Iteration 2F: 3 clusters Score -3976469 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3976862.250000 Penalty: 4916.500000
	Iteration 3Q: 3 clusters Score -3976862 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3977239.750000 Penalty: 4916.500000
	Iteration 4Q: 3 clusters Score -3977240 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -3977619.250000 Penalty: 4916.500000
	Iteration 5Q: 3 clusters Score -3977619 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3977971.750000 Penalty: 4916.500000
	Iteration 6Q: 3 clusters Score -3977972 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3978233.000000 Penalty: 4916.500000
	Iteration 7Q: 3 clusters Score -3978233 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3978558.500000 Penalty: 4916.500000
	Iteration 8Q: 3 clusters Score -3978558 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3978893.000000 Penalty: 4916.500000
	Iteration 9Q: 3 clusters Score -3978893 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3979321.000000 Penalty: 4916.500000
	Iteration 10Q: 3 clusters Score -3979321 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3979774.250000 Penalty: 4916.500000
	Iteration 11Q: 3 clusters Score -3979774 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3980316.750000 Penalty: 4916.500000
	Iteration 12Q: 3 clusters Score -3980317 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -3980854.000000 Penalty: 4916.500000
	Iteration 13Q: 3 clusters Score -3980854 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3981401.500000 Penalty: 4916.500000
	Iteration 14Q: 3 clusters Score -3981402 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3981897.500000 Penalty: 4916.500000
	Iteration 15Q: 3 clusters Score -3981898 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3982258.000000 Penalty: 4916.500000
	Iteration 16Q: 3 clusters Score -3982258 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3982519.250000 Penalty: 4916.500000
	Iteration 17Q: 3 clusters Score -3982519 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3982691.500000 Penalty: 4916.500000
	Iteration 18Q: 3 clusters Score -3982692 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3982829.250000 Penalty: 4916.500000
	Iteration 19Q: 3 clusters Score -3982829 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3982881.750000 Penalty: 4916.500000
	Iteration 20F: 3 clusters Score -3982882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3982940.500000 Penalty: 4916.500000
	Iteration 21Q: 3 clusters Score -3982940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3982971.500000 Penalty: 4916.500000
	Iteration 22Q: 3 clusters Score -3982972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3982989.750000 Penalty: 4916.500000
	Iteration 23Q: 3 clusters Score -3982990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -3983007.750000 Penalty: 4916.500000
	Iteration 24Q: 3 clusters Score -3983008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -3983019.000000 Penalty: 4916.500000
	Iteration 25Q: 3 clusters Score -3983019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3983022.750000 Penalty: 4916.500000
	Iteration 26Q: 3 clusters Score -3983023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3983031.750000 Penalty: 4916.500000
	Iteration 27Q: 3 clusters Score -3983032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3983031.000000 Penalty: 4916.500000
	Iteration 28Q: 3 clusters Score -3983031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -3983029.750000 Penalty: 4916.500000
	Iteration 29Q: 3 clusters Score -3983030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3983032.500000 Penalty: 4916.500000
	Iteration 30Q: 3 clusters Score -3983032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -3983032.250000 Penalty: 4916.500000
	Iteration 31Q: 3 clusters Score -3983032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -3983036.750000 Penalty: 4916.500000
	Iteration 32Q: 3 clusters Score -3983037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3983035.500000 Penalty: 4916.500000
	Iteration 33Q: 3 clusters Score -3983036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -3983040.500000 Penalty: 4916.500000
	Iteration 34Q: 3 clusters Score -3983040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -3983045.750000 Penalty: 4916.500000
	Iteration 35Q: 3 clusters Score -3983046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -3983050.750000 Penalty: 4916.500000
	Iteration 36Q: 3 clusters Score -3983051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -3983053.750000 Penalty: 4916.500000
	Iteration 37Q: 3 clusters Score -3983054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3983056.250000 Penalty: 4916.500000
	Iteration 38Q: 3 clusters Score -3983056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3983056.750000 Penalty: 4916.500000
	Iteration 39Q: 3 clusters Score -3983057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3983059.500000 Penalty: 4916.500000
	Iteration 40F: 3 clusters Score -3983060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -3983063.250000 Penalty: 4916.500000
	Iteration 41Q: 3 clusters Score -3983063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -3983063.250000 Penalty: 4916.500000
	Iteration 42F: 3 clusters Score -3983063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (29410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Entering Unmasked Estep 
Score: -5788372.500000 Penalty: 2551.694336
	Iteration 0F: 2 clusters Score -5788372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -5769839.000000 Penalty: 5103.388672
	Iteration 0F: 3 clusters Score -5769839 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5776906.500000 Penalty: 5103.388672
	Iteration 1F: 3 clusters Score -5776906 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5777286.000000 Penalty: 5103.388672
	Iteration 2Q: 3 clusters Score -5777286 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -5777624.500000 Penalty: 5103.388672
	Iteration 3Q: 3 clusters Score -5777624 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -5777954.500000 Penalty: 5103.388672
	Iteration 4Q: 3 clusters Score -5777954 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5778250.500000 Penalty: 5103.388672
	Iteration 5Q: 3 clusters Score -5778250 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -5778535.000000 Penalty: 5103.388672
	Iteration 6Q: 3 clusters Score -5778535 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -5778876.000000 Penalty: 5103.388672
	Iteration 7Q: 3 clusters Score -5778876 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -5779269.000000 Penalty: 5103.388672
	Iteration 8Q: 3 clusters Score -5779269 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -5779824.500000 Penalty: 5103.388672
	Iteration 9Q: 3 clusters Score -5779824 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -5780469.000000 Penalty: 5103.388672
	Iteration 10Q: 3 clusters Score -5780469 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -5781258.000000 Penalty: 5103.388672
	Iteration 11Q: 3 clusters Score -5781258 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -5781974.000000 Penalty: 5103.388672
	Iteration 12Q: 3 clusters Score -5781974 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -5782496.500000 Penalty: 5103.388672
	Iteration 13Q: 3 clusters Score -5782496 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -5782774.500000 Penalty: 5103.388672
	Iteration 14Q: 3 clusters Score -5782774 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -5782917.500000 Penalty: 5103.388672
	Iteration 15Q: 3 clusters Score -5782918 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -5783050.000000 Penalty: 5103.388672
	Iteration 16Q: 3 clusters Score -5783050 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -5783147.500000 Penalty: 5103.388672
	Iteration 17Q: 3 clusters Score -5783148 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -5783224.000000 Penalty: 5103.388672
	Iteration 18Q: 3 clusters Score -5783224 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -5783292.500000 Penalty: 5103.388672
	Iteration 19Q: 3 clusters Score -5783292 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -5783310.000000 Penalty: 5103.388672
	Iteration 20F: 3 clusters Score -5783310 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -5783367.500000 Penalty: 5103.388672
	Iteration 21Q: 3 clusters Score -5783368 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -5783379.000000 Penalty: 5103.388672
	Iteration 22Q: 3 clusters Score -5783379 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -5783405.000000 Penalty: 5103.388672
	Iteration 23Q: 3 clusters Score -5783405 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -5783390.000000 Penalty: 5103.388672
	Iteration 24Q: 3 clusters Score -5783390 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -5783420.000000 Penalty: 5103.388672
	Iteration 25Q: 3 clusters Score -5783420 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -5783419.000000 Penalty: 5103.388672
	Iteration 26Q: 3 clusters Score -5783419 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -5783432.500000 Penalty: 5103.388672
	Iteration 27Q: 3 clusters Score -5783432 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -5783464.000000 Penalty: 5103.388672
	Iteration 28Q: 3 clusters Score -5783464 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -5783501.500000 Penalty: 5103.388672
	Iteration 29Q: 3 clusters Score -5783502 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -5783518.000000 Penalty: 5103.388672
	Iteration 30Q: 3 clusters Score -5783518 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -5783521.500000 Penalty: 5103.388672
	Iteration 31Q: 3 clusters Score -5783522 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -5783514.500000 Penalty: 5103.388672
	Iteration 32Q: 3 clusters Score -5783514 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -5783508.500000 Penalty: 5103.388672
	Iteration 33Q: 3 clusters Score -5783508 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -5783522.000000 Penalty: 5103.388672
	Iteration 34Q: 3 clusters Score -5783522 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -5783538.000000 Penalty: 5103.388672
	Iteration 35Q: 3 clusters Score -5783538 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -5783518.000000 Penalty: 5103.388672
	Iteration 36Q: 3 clusters Score -5783518 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -5783535.500000 Penalty: 5103.388672
	Iteration 37Q: 3 clusters Score -5783536 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -5783560.500000 Penalty: 5103.388672
	Iteration 38Q: 3 clusters Score -5783560 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -5783576.500000 Penalty: 5103.388672
	Iteration 39Q: 3 clusters Score -5783576 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -5783596.000000 Penalty: 5103.388672
	Iteration 40F: 3 clusters Score -5783596 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -5783593.500000 Penalty: 5103.388672
	Iteration 41Q: 3 clusters Score -5783594 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -5783635.500000 Penalty: 5103.388672
	Iteration 42Q: 3 clusters Score -5783636 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -5783663.000000 Penalty: 5103.388672
	Iteration 43Q: 3 clusters Score -5783663 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -5783716.500000 Penalty: 5103.388672
	Iteration 44Q: 3 clusters Score -5783716 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -5783772.000000 Penalty: 5103.388672
	Iteration 45Q: 3 clusters Score -5783772 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -5783812.500000 Penalty: 5103.388672
	Iteration 46Q: 3 clusters Score -5783812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -5783843.500000 Penalty: 5103.388672
	Iteration 47Q: 3 clusters Score -5783844 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -5783884.000000 Penalty: 5103.388672
	Iteration 48Q: 3 clusters Score -5783884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -5783924.500000 Penalty: 5103.388672
	Iteration 49Q: 3 clusters Score -5783924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -5783939.500000 Penalty: 5103.388672
	Iteration 50Q: 3 clusters Score -5783940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -5783970.000000 Penalty: 5103.388672
	Iteration 51Q: 3 clusters Score -5783970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -5784021.000000 Penalty: 5103.388672
	Iteration 52Q: 3 clusters Score -5784021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -5784051.000000 Penalty: 5103.388672
	Iteration 53Q: 3 clusters Score -5784051 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -5784082.500000 Penalty: 5103.388672
	Iteration 54Q: 3 clusters Score -5784082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -5784141.500000 Penalty: 5103.388672
	Iteration 55Q: 3 clusters Score -5784142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -5784201.000000 Penalty: 5103.388672
	Iteration 56Q: 3 clusters Score -5784201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -5784253.000000 Penalty: 5103.388672
	Iteration 57Q: 3 clusters Score -5784253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -5784271.000000 Penalty: 5103.388672
	Iteration 58Q: 3 clusters Score -5784271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -5784312.000000 Penalty: 5103.388672
	Iteration 59Q: 3 clusters Score -5784312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -5784333.500000 Penalty: 5103.388672
	Iteration 60F: 3 clusters Score -5784334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -5784348.500000 Penalty: 5103.388672
	Iteration 61Q: 3 clusters Score -5784348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -5784377.500000 Penalty: 5103.388672
	Iteration 62Q: 3 clusters Score -5784378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -5784386.000000 Penalty: 5103.388672
	Iteration 63Q: 3 clusters Score -5784386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -5784384.500000 Penalty: 5103.388672
	Iteration 64Q: 3 clusters Score -5784384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -5784422.500000 Penalty: 5103.388672
	Iteration 65Q: 3 clusters Score -5784422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -5784443.000000 Penalty: 5103.388672
	Iteration 66Q: 3 clusters Score -5784443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -5784454.000000 Penalty: 5103.388672
	Iteration 67Q: 3 clusters Score -5784454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -5784468.000000 Penalty: 5103.388672
	Iteration 68Q: 3 clusters Score -5784468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -5784507.000000 Penalty: 5103.388672
	Iteration 69Q: 3 clusters Score -5784507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -5784519.000000 Penalty: 5103.388672
	Iteration 70Q: 3 clusters Score -5784519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -5784542.000000 Penalty: 5103.388672
	Iteration 71Q: 3 clusters Score -5784542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -5784557.000000 Penalty: 5103.388672
	Iteration 72Q: 3 clusters Score -5784557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -5784566.000000 Penalty: 5103.388672
	Iteration 73Q: 3 clusters Score -5784566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -5784580.000000 Penalty: 5103.388672
	Iteration 74Q: 3 clusters Score -5784580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -5784603.500000 Penalty: 5103.388672
	Iteration 75Q: 3 clusters Score -5784604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -5784636.000000 Penalty: 5103.388672
	Iteration 76Q: 3 clusters Score -5784636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -5784661.000000 Penalty: 5103.388672
	Iteration 77Q: 3 clusters Score -5784661 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -5784699.500000 Penalty: 5103.388672
	Iteration 78Q: 3 clusters Score -5784700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -5784735.000000 Penalty: 5103.388672
	Iteration 79Q: 3 clusters Score -5784735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -5784765.000000 Penalty: 5103.388672
	Iteration 80F: 3 clusters Score -5784765 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -5784811.000000 Penalty: 5103.388672
	Iteration 81Q: 3 clusters Score -5784811 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -5784853.000000 Penalty: 5103.388672
	Iteration 82Q: 3 clusters Score -5784853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -5784874.500000 Penalty: 5103.388672
	Iteration 83Q: 3 clusters Score -5784874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -5784921.500000 Penalty: 5103.388672
	Iteration 84Q: 3 clusters Score -5784922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -5784953.500000 Penalty: 5103.388672
	Iteration 85Q: 3 clusters Score -5784954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -5784988.000000 Penalty: 5103.388672
	Iteration 86Q: 3 clusters Score -5784988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -5784999.000000 Penalty: 5103.388672
	Iteration 87Q: 3 clusters Score -5784999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -5785031.000000 Penalty: 5103.388672
	Iteration 88Q: 3 clusters Score -5785031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -5785062.500000 Penalty: 5103.388672
	Iteration 89Q: 3 clusters Score -5785062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -5785094.500000 Penalty: 5103.388672
	Iteration 90Q: 3 clusters Score -5785094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -5785116.500000 Penalty: 5103.388672
	Iteration 91Q: 3 clusters Score -5785116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -5785120.500000 Penalty: 5103.388672
	Iteration 92Q: 3 clusters Score -5785120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -5785141.000000 Penalty: 5103.388672
	Iteration 93Q: 3 clusters Score -5785141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -5785176.000000 Penalty: 5103.388672
	Iteration 94Q: 3 clusters Score -5785176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -5785201.000000 Penalty: 5103.388672
	Iteration 95Q: 3 clusters Score -5785201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -5785222.000000 Penalty: 5103.388672
	Iteration 96Q: 3 clusters Score -5785222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -5785246.500000 Penalty: 5103.388672
	Iteration 97Q: 3 clusters Score -5785246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -5785265.500000 Penalty: 5103.388672
	Iteration 98Q: 3 clusters Score -5785266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -5785282.000000 Penalty: 5103.388672
	Iteration 99Q: 3 clusters Score -5785282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -5785289.000000 Penalty: 5103.388672
	Iteration 100F: 3 clusters Score -5785289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -5785309.000000 Penalty: 5103.388672
	Iteration 101Q: 3 clusters Score -5785309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5785328.500000 Penalty: 5103.388672
	Iteration 102Q: 3 clusters Score -5785328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -5785339.000000 Penalty: 5103.388672
	Iteration 103Q: 3 clusters Score -5785339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -5785335.000000 Penalty: 5103.388672
	Iteration 104Q: 3 clusters Score -5785335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -5785360.000000 Penalty: 5103.388672
	Iteration 105Q: 3 clusters Score -5785360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -5785392.500000 Penalty: 5103.388672
	Iteration 106Q: 3 clusters Score -5785392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -5785402.500000 Penalty: 5103.388672
	Iteration 107Q: 3 clusters Score -5785402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -5785424.500000 Penalty: 5103.388672
	Iteration 108Q: 3 clusters Score -5785424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -5785437.500000 Penalty: 5103.388672
	Iteration 109Q: 3 clusters Score -5785438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -5785470.500000 Penalty: 5103.388672
	Iteration 110Q: 3 clusters Score -5785470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -5785517.000000 Penalty: 5103.388672
	Iteration 111Q: 3 clusters Score -5785517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -5785535.000000 Penalty: 5103.388672
	Iteration 112Q: 3 clusters Score -5785535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -5785547.500000 Penalty: 5103.388672
	Iteration 113Q: 3 clusters Score -5785548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -5785586.000000 Penalty: 5103.388672
	Iteration 114Q: 3 clusters Score -5785586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -5785618.000000 Penalty: 5103.388672
	Iteration 115Q: 3 clusters Score -5785618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -5785630.000000 Penalty: 5103.388672
	Iteration 116Q: 3 clusters Score -5785630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -5785649.500000 Penalty: 5103.388672
	Iteration 117Q: 3 clusters Score -5785650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -5785671.500000 Penalty: 5103.388672
	Iteration 118Q: 3 clusters Score -5785672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -5785704.000000 Penalty: 5103.388672
	Iteration 119Q: 3 clusters Score -5785704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -5785732.000000 Penalty: 5103.388672
	Iteration 120F: 3 clusters Score -5785732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -5785739.500000 Penalty: 5103.388672
	Iteration 121Q: 3 clusters Score -5785740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -5785755.000000 Penalty: 5103.388672
	Iteration 122Q: 3 clusters Score -5785755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -5785759.000000 Penalty: 5103.388672
	Iteration 123Q: 3 clusters Score -5785759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -5785759.000000 Penalty: 5103.388672
	Iteration 124Q: 3 clusters Score -5785759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -5785765.500000 Penalty: 5103.388672
	Iteration 125Q: 3 clusters Score -5785766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -5785770.500000 Penalty: 5103.388672
	Iteration 126Q: 3 clusters Score -5785770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -5785770.000000 Penalty: 5103.388672
	Iteration 127Q: 3 clusters Score -5785770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -5785773.500000 Penalty: 5103.388672
	Iteration 128Q: 3 clusters Score -5785774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -5785770.000000 Penalty: 5103.388672
	Iteration 129Q: 3 clusters Score -5785770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -5785780.000000 Penalty: 5103.388672
	Iteration 130Q: 3 clusters Score -5785780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -5785786.000000 Penalty: 5103.388672
	Iteration 131Q: 3 clusters Score -5785786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -5785776.000000 Penalty: 5103.388672
	Iteration 132Q: 3 clusters Score -5785776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -5785787.000000 Penalty: 5103.388672
	Iteration 133Q: 3 clusters Score -5785787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -5785788.000000 Penalty: 5103.388672
	Iteration 134Q: 3 clusters Score -5785788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -5785787.000000 Penalty: 5103.388672
	Iteration 135Q: 3 clusters Score -5785787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -5785792.000000 Penalty: 5103.388672
	Iteration 136Q: 3 clusters Score -5785792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -5785790.500000 Penalty: 5103.388672
	Iteration 137Q: 3 clusters Score -5785790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -5785797.500000 Penalty: 5103.388672
	Iteration 138Q: 3 clusters Score -5785798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -5785806.000000 Penalty: 5103.388672
	Iteration 139Q: 3 clusters Score -5785806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -5785812.500000 Penalty: 5103.388672
	Iteration 140F: 3 clusters Score -5785812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -5785823.500000 Penalty: 5103.388672
	Iteration 141Q: 3 clusters Score -5785824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -5785826.000000 Penalty: 5103.388672
	Iteration 142Q: 3 clusters Score -5785826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -5785838.000000 Penalty: 5103.388672
	Iteration 143Q: 3 clusters Score -5785838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -5785843.000000 Penalty: 5103.388672
	Iteration 144Q: 3 clusters Score -5785843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -5785839.500000 Penalty: 5103.388672
	Iteration 145Q: 3 clusters Score -5785840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -5785845.500000 Penalty: 5103.388672
	Iteration 146Q: 3 clusters Score -5785846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -5785846.500000 Penalty: 5103.388672
	Iteration 147Q: 3 clusters Score -5785846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -5785850.000000 Penalty: 5103.388672
	Iteration 148Q: 3 clusters Score -5785850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -5785848.000000 Penalty: 5103.388672
	Iteration 149Q: 3 clusters Score -5785848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -5785850.500000 Penalty: 5103.388672
	Iteration 150Q: 3 clusters Score -5785850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -5785849.500000 Penalty: 5103.388672
	Iteration 151Q: 3 clusters Score -5785850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -5785861.000000 Penalty: 5103.388672
	Iteration 152Q: 3 clusters Score -5785861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -5785865.000000 Penalty: 5103.388672
	Iteration 153Q: 3 clusters Score -5785865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -5785867.000000 Penalty: 5103.388672
	Iteration 154Q: 3 clusters Score -5785867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -5785872.000000 Penalty: 5103.388672
	Iteration 155Q: 3 clusters Score -5785872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -5785874.500000 Penalty: 5103.388672
	Iteration 156Q: 3 clusters Score -5785874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -5785873.000000 Penalty: 5103.388672
	Iteration 157Q: 3 clusters Score -5785873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -5785868.000000 Penalty: 5103.388672
	Iteration 158Q: 3 clusters Score -5785868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -5785868.000000 Penalty: 5103.388672
	Iteration 159F: 3 clusters Score -5785868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (35163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Entering Unmasked Estep 
Score: -6881471.500000 Penalty: 2596.001953
	Iteration 0F: 2 clusters Score -6881472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -6859845.500000 Penalty: 5192.003906
	Iteration 0F: 3 clusters Score -6859846 nChanged 16028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -6868593.000000 Penalty: 5192.003906
	Iteration 1F: 3 clusters Score -6868593 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -6869148.500000 Penalty: 5192.003906
	Iteration 2Q: 3 clusters Score -6869148 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -6869769.500000 Penalty: 5192.003906
	Iteration 3Q: 3 clusters Score -6869770 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -6870647.000000 Penalty: 5192.003906
	Iteration 4F: 3 clusters Score -6870647 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -6871945.500000 Penalty: 5192.003906
	Iteration 5F: 3 clusters Score -6871946 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -6873684.000000 Penalty: 5192.003906
	Iteration 6F: 3 clusters Score -6873684 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -6875573.500000 Penalty: 5192.003906
	Iteration 7F: 3 clusters Score -6875574 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6877003.000000 Penalty: 5192.003906
	Iteration 8F: 3 clusters Score -6877003 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6877998.500000 Penalty: 5192.003906
	Iteration 9Q: 3 clusters Score -6877998 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6878542.500000 Penalty: 5192.003906
	Iteration 10Q: 3 clusters Score -6878542 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6878816.000000 Penalty: 5192.003906
	Iteration 11Q: 3 clusters Score -6878816 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6878955.500000 Penalty: 5192.003906
	Iteration 12Q: 3 clusters Score -6878956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6879039.000000 Penalty: 5192.003906
	Iteration 13Q: 3 clusters Score -6879039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6879096.500000 Penalty: 5192.003906
	Iteration 14Q: 3 clusters Score -6879096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6879122.000000 Penalty: 5192.003906
	Iteration 15Q: 3 clusters Score -6879122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6879141.500000 Penalty: 5192.003906
	Iteration 16Q: 3 clusters Score -6879142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6879158.000000 Penalty: 5192.003906
	Iteration 17Q: 3 clusters Score -6879158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6879167.000000 Penalty: 5192.003906
	Iteration 18Q: 3 clusters Score -6879167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6879166.000000 Penalty: 5192.003906
	Iteration 19Q: 3 clusters Score -6879166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6879183.000000 Penalty: 5192.003906
	Iteration 20F: 3 clusters Score -6879183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6879193.500000 Penalty: 5192.003906
	Iteration 21Q: 3 clusters Score -6879194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6879193.500000 Penalty: 5192.003906
	Iteration 22F: 3 clusters Score -6879194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 21329 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3919 members 
Mstep: Class 5 contains 5075 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5372 members 
Mstep: Class 13 contains 29410 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15268 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 7943 members 
Mstep: Class 19 contains 38989 members 
Mstep: Class 20 contains 8106 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 18144 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14283 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 19268 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 3825 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10411 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15534 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28444 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16273 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 33625 members 
Mstep: Class 55 contains 20177 members 
Mstep: Class 56 contains 29410 members 
Mstep: Class 57 contains 35163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84249832.000000 Penalty: 180303.937500
Iteration 279Q: 57 clusters Score -8.424983e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 21362 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3917 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 29529 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15276 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7957 members 
Mstep: Class 19 contains 38985 members 
Mstep: Class 20 contains 8102 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4848 members 
Mstep: Class 27 contains 18070 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14286 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 19274 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 3817 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10288 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15532 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28406 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16273 members 
Mstep: Class 53 contains 2386 members 
Mstep: Class 54 contains 33722 members 
Mstep: Class 55 contains 20306 members 
Mstep: Class 56 contains 29379 members 
Mstep: Class 57 contains 35182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84249992.000000 Penalty: 180303.937500
Iteration 280F: 57 clusters Score -8.424999e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 21379 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3916 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 29657 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15282 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7965 members 
Mstep: Class 19 contains 38979 members 
Mstep: Class 20 contains 8098 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4848 members 
Mstep: Class 27 contains 17999 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14282 members 
Mstep: Class 31 contains 2036 members 
Mstep: Class 32 contains 19280 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 3798 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10207 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15528 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 28361 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16266 members 
Mstep: Class 53 contains 2391 members 
Mstep: Class 54 contains 33818 members 
Mstep: Class 55 contains 20433 members 
Mstep: Class 56 contains 29338 members 
Mstep: Class 57 contains 35203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84249856.000000 Penalty: 180303.937500
Iteration 281Q: 57 clusters Score -8.424986e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 21408 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3915 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 13 contains 29771 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15295 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7964 members 
Mstep: Class 19 contains 38978 members 
Mstep: Class 20 contains 8098 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 17927 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14280 members 
Mstep: Class 31 contains 2034 members 
Mstep: Class 32 contains 19285 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 3776 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10104 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15525 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 28299 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16260 members 
Mstep: Class 53 contains 2389 members 
Mstep: Class 54 contains 33940 members 
Mstep: Class 55 contains 20577 members 
Mstep: Class 56 contains 29291 members 
Mstep: Class 57 contains 35218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84249816.000000 Penalty: 180303.937500
Iteration 282Q: 57 clusters Score -8.424982e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 21436 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3915 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 29875 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15298 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7962 members 
Mstep: Class 19 contains 38964 members 
Mstep: Class 20 contains 8098 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 17852 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14290 members 
Mstep: Class 31 contains 2033 members 
Mstep: Class 32 contains 19288 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 3760 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9993 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15528 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 28274 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16255 members 
Mstep: Class 53 contains 2386 members 
Mstep: Class 54 contains 34036 members 
Mstep: Class 55 contains 20732 members 
Mstep: Class 56 contains 29257 members 
Mstep: Class 57 contains 35227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84249464.000000 Penalty: 180303.937500
Iteration 283Q: 57 clusters Score -8.424946e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 21444 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3915 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 30000 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15300 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7968 members 
Mstep: Class 19 contains 38956 members 
Mstep: Class 20 contains 8093 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 17757 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14292 members 
Mstep: Class 31 contains 2032 members 
Mstep: Class 32 contains 19288 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 3739 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9861 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15535 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 28269 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16257 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 34114 members 
Mstep: Class 55 contains 20899 members 
Mstep: Class 56 contains 29232 members 
Mstep: Class 57 contains 35239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84249440.000000 Penalty: 180303.937500
Iteration 284Q: 57 clusters Score -8.424944e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 21470 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3915 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 30127 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15305 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7972 members 
Mstep: Class 19 contains 38940 members 
Mstep: Class 20 contains 8095 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4844 members 
Mstep: Class 27 contains 17661 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14296 members 
Mstep: Class 31 contains 2032 members 
Mstep: Class 32 contains 19290 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 3723 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9742 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15537 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 28254 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16250 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 34222 members 
Mstep: Class 55 contains 21020 members 
Mstep: Class 56 contains 29229 members 
Mstep: Class 57 contains 35224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84249536.000000 Penalty: 180303.937500
Iteration 285Q: 57 clusters Score -8.424954e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 21530 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3913 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 30256 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15312 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 38920 members 
Mstep: Class 20 contains 8093 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4843 members 
Mstep: Class 27 contains 17586 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14298 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 19295 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 3708 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9607 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15537 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 28182 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16241 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 34330 members 
Mstep: Class 55 contains 21109 members 
Mstep: Class 56 contains 29245 members 
Mstep: Class 57 contains 35249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84249432.000000 Penalty: 180303.937500
Iteration 286Q: 57 clusters Score -8.424943e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 21607 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3911 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 30361 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15312 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7986 members 
Mstep: Class 19 contains 38917 members 
Mstep: Class 20 contains 8094 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4844 members 
Mstep: Class 27 contains 17495 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 14296 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 19298 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 3685 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9463 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15541 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 28106 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16235 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 34447 members 
Mstep: Class 55 contains 21208 members 
Mstep: Class 56 contains 29255 members 
Mstep: Class 57 contains 35269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248992.000000 Penalty: 180303.937500
Iteration 287Q: 57 clusters Score -8.424899e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 21694 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3910 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 30464 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15324 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7986 members 
Mstep: Class 19 contains 38909 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 17396 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14299 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19292 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 3652 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9322 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15538 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28067 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16230 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 34564 members 
Mstep: Class 55 contains 21315 members 
Mstep: Class 56 contains 29272 members 
Mstep: Class 57 contains 35277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248792.000000 Penalty: 180303.937500
Iteration 288Q: 57 clusters Score -8.424879e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 21806 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3908 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 13 contains 30551 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15337 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 38909 members 
Mstep: Class 20 contains 8093 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4846 members 
Mstep: Class 27 contains 17293 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14295 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19277 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 3631 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9178 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15531 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28023 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 16226 members 
Mstep: Class 53 contains 2376 members 
Mstep: Class 54 contains 34651 members 
Mstep: Class 55 contains 21426 members 
Mstep: Class 56 contains 29310 members 
Mstep: Class 57 contains 35298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248688.000000 Penalty: 180303.937500
Iteration 289Q: 57 clusters Score -8.424869e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 21898 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 30623 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15347 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7987 members 
Mstep: Class 19 contains 38906 members 
Mstep: Class 20 contains 8095 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4846 members 
Mstep: Class 27 contains 17184 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14304 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19270 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 3612 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9037 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15538 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 27980 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16214 members 
Mstep: Class 53 contains 2375 members 
Mstep: Class 54 contains 34745 members 
Mstep: Class 55 contains 21558 members 
Mstep: Class 56 contains 29351 members 
Mstep: Class 57 contains 35314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248560.000000 Penalty: 180303.937500
Iteration 290Q: 57 clusters Score -8.424856e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 21979 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 30717 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15355 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7985 members 
Mstep: Class 19 contains 38898 members 
Mstep: Class 20 contains 8095 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 17067 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14305 members 
Mstep: Class 31 contains 2032 members 
Mstep: Class 32 contains 19277 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 3595 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8877 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15537 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 27953 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16215 members 
Mstep: Class 53 contains 2374 members 
Mstep: Class 54 contains 34809 members 
Mstep: Class 55 contains 21701 members 
Mstep: Class 56 contains 29385 members 
Mstep: Class 57 contains 35334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248528.000000 Penalty: 180303.937500
Iteration 291Q: 57 clusters Score -8.424853e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 22039 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 30798 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15366 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7987 members 
Mstep: Class 19 contains 38895 members 
Mstep: Class 20 contains 8098 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4844 members 
Mstep: Class 27 contains 16962 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14311 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19275 members 
Mstep: Class 33 contains 2389 members 
Mstep: Class 34 contains 3574 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8727 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15530 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 27908 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16208 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 34880 members 
Mstep: Class 55 contains 21848 members 
Mstep: Class 56 contains 29424 members 
Mstep: Class 57 contains 35355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248368.000000 Penalty: 180303.937500
Iteration 292Q: 57 clusters Score -8.424837e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 22089 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5376 members 
Mstep: Class 13 contains 30880 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15371 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7986 members 
Mstep: Class 19 contains 38877 members 
Mstep: Class 20 contains 8106 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 16858 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14309 members 
Mstep: Class 31 contains 2029 members 
Mstep: Class 32 contains 19282 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8589 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15525 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 27836 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16205 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 34924 members 
Mstep: Class 55 contains 21996 members 
Mstep: Class 56 contains 29475 members 
Mstep: Class 57 contains 35419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248448.000000 Penalty: 180303.937500
Iteration 293Q: 57 clusters Score -8.424845e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 22121 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5380 members 
Mstep: Class 13 contains 30932 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15379 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7979 members 
Mstep: Class 19 contains 38876 members 
Mstep: Class 20 contains 8122 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4841 members 
Mstep: Class 27 contains 16763 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14305 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19284 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 3533 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8474 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15522 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 27759 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16199 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 34982 members 
Mstep: Class 55 contains 22166 members 
Mstep: Class 56 contains 29521 members 
Mstep: Class 57 contains 35452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248176.000000 Penalty: 180303.937500
Iteration 294Q: 57 clusters Score -8.424818e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 22184 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 30990 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15379 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7975 members 
Mstep: Class 19 contains 38867 members 
Mstep: Class 20 contains 8129 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4843 members 
Mstep: Class 27 contains 16687 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14304 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19277 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 3523 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8330 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15525 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 27689 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16199 members 
Mstep: Class 53 contains 2375 members 
Mstep: Class 54 contains 35044 members 
Mstep: Class 55 contains 22328 members 
Mstep: Class 56 contains 29568 members 
Mstep: Class 57 contains 35469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248136.000000 Penalty: 180303.937500
Iteration 295Q: 57 clusters Score -8.424814e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 22235 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 31050 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15378 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7974 members 
Mstep: Class 19 contains 38853 members 
Mstep: Class 20 contains 8129 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4843 members 
Mstep: Class 27 contains 16621 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14304 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19279 members 
Mstep: Class 33 contains 2389 members 
Mstep: Class 34 contains 3509 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8206 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15524 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 27622 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16197 members 
Mstep: Class 53 contains 2374 members 
Mstep: Class 54 contains 35080 members 
Mstep: Class 55 contains 22487 members 
Mstep: Class 56 contains 29605 members 
Mstep: Class 57 contains 35513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248064.000000 Penalty: 180303.937500
Iteration 296Q: 57 clusters Score -8.424806e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 22298 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 31107 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15390 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7967 members 
Mstep: Class 19 contains 38846 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4844 members 
Mstep: Class 27 contains 16542 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14304 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19284 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 3492 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8064 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15520 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 27586 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16191 members 
Mstep: Class 53 contains 2375 members 
Mstep: Class 54 contains 35125 members 
Mstep: Class 55 contains 22640 members 
Mstep: Class 56 contains 29638 members 
Mstep: Class 57 contains 35520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248000.000000 Penalty: 180303.937500
Iteration 297Q: 57 clusters Score -8.4248e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 22348 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5379 members 
Mstep: Class 13 contains 31164 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15391 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 7955 members 
Mstep: Class 19 contains 38854 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4844 members 
Mstep: Class 27 contains 16463 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14298 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 19287 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 3477 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7919 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15526 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2426 members 
Mstep: Class 49 contains 27565 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16187 members 
Mstep: Class 53 contains 2376 members 
Mstep: Class 54 contains 35194 members 
Mstep: Class 55 contains 22821 members 
Mstep: Class 56 contains 29641 members 
Mstep: Class 57 contains 35504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247944.000000 Penalty: 180303.937500
Iteration 298Q: 57 clusters Score -8.424794e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 22399 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 31217 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15386 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 38845 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4844 members 
Mstep: Class 27 contains 16391 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14295 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19291 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 3472 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7777 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15537 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 27525 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16184 members 
Mstep: Class 53 contains 2376 members 
Mstep: Class 54 contains 35245 members 
Mstep: Class 55 contains 22992 members 
Mstep: Class 56 contains 29652 members 
Mstep: Class 57 contains 35531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247888.000000 Penalty: 180303.937500
Iteration 299Q: 57 clusters Score -8.424789e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 22441 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 31257 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15382 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 38839 members 
Mstep: Class 20 contains 8144 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4844 members 
Mstep: Class 27 contains 16318 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14298 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 19289 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 3467 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7635 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15544 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2426 members 
Mstep: Class 49 contains 27489 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16175 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 35272 members 
Mstep: Class 55 contains 23185 members 
Mstep: Class 56 contains 29670 members 
Mstep: Class 57 contains 35576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247888.000000 Penalty: 180303.937500
Iteration 300F: 57 clusters Score -8.424789e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 22475 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5388 members 
Mstep: Class 13 contains 31291 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15384 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7939 members 
Mstep: Class 19 contains 38837 members 
Mstep: Class 20 contains 8146 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4841 members 
Mstep: Class 27 contains 16242 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14301 members 
Mstep: Class 31 contains 2029 members 
Mstep: Class 32 contains 19280 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3464 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7505 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15547 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 27448 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16159 members 
Mstep: Class 53 contains 2375 members 
Mstep: Class 54 contains 35313 members 
Mstep: Class 55 contains 23379 members 
Mstep: Class 56 contains 29681 members 
Mstep: Class 57 contains 35624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247888.000000 Penalty: 180303.937500
Iteration 301Q: 57 clusters Score -8.424789e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 22491 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5389 members 
Mstep: Class 13 contains 31342 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15392 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7933 members 
Mstep: Class 19 contains 38833 members 
Mstep: Class 20 contains 8151 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4840 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14305 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19280 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 3460 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7393 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15548 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 27409 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16146 members 
Mstep: Class 53 contains 2376 members 
Mstep: Class 54 contains 35338 members 
Mstep: Class 55 contains 23542 members 
Mstep: Class 56 contains 29678 members 
Mstep: Class 57 contains 35680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248088.000000 Penalty: 180303.937500
Iteration 302Q: 57 clusters Score -8.424809e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 22490 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5389 members 
Mstep: Class 13 contains 31394 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15400 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7927 members 
Mstep: Class 19 contains 38841 members 
Mstep: Class 20 contains 8155 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4841 members 
Mstep: Class 27 contains 16085 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14305 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19279 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 3460 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7289 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15549 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 27377 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16139 members 
Mstep: Class 53 contains 2373 members 
Mstep: Class 54 contains 35376 members 
Mstep: Class 55 contains 23704 members 
Mstep: Class 56 contains 29691 members 
Mstep: Class 57 contains 35709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247888.000000 Penalty: 180303.937500
Iteration 303Q: 57 clusters Score -8.424789e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 22484 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3900 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5391 members 
Mstep: Class 13 contains 31444 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15399 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 38856 members 
Mstep: Class 20 contains 8158 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4841 members 
Mstep: Class 27 contains 15979 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14305 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19281 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 3459 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7204 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15558 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 27363 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16137 members 
Mstep: Class 53 contains 2374 members 
Mstep: Class 54 contains 35387 members 
Mstep: Class 55 contains 23845 members 
Mstep: Class 56 contains 29726 members 
Mstep: Class 57 contains 35739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247792.000000 Penalty: 180303.937500
Iteration 304Q: 57 clusters Score -8.424779e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 22465 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5388 members 
Mstep: Class 13 contains 31503 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15394 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7925 members 
Mstep: Class 19 contains 38849 members 
Mstep: Class 20 contains 8162 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4841 members 
Mstep: Class 27 contains 15863 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14307 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19285 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3459 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7100 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15566 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 27371 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16134 members 
Mstep: Class 53 contains 2376 members 
Mstep: Class 54 contains 35397 members 
Mstep: Class 55 contains 24019 members 
Mstep: Class 56 contains 29738 members 
Mstep: Class 57 contains 35779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247824.000000 Penalty: 180303.937500
Iteration 305Q: 57 clusters Score -8.424782e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 22455 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 31542 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15383 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7927 members 
Mstep: Class 19 contains 38854 members 
Mstep: Class 20 contains 8164 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4841 members 
Mstep: Class 27 contains 15735 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14306 members 
Mstep: Class 31 contains 2032 members 
Mstep: Class 32 contains 19293 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3455 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 956 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7025 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15576 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 27406 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16137 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 35419 members 
Mstep: Class 55 contains 24160 members 
Mstep: Class 56 contains 29747 members 
Mstep: Class 57 contains 35805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247616.000000 Penalty: 180303.937500
Iteration 306Q: 57 clusters Score -8.424762e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 22461 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3892 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 31576 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15381 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 38868 members 
Mstep: Class 20 contains 8165 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4841 members 
Mstep: Class 27 contains 15591 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14310 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 19309 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3452 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6922 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15575 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2426 members 
Mstep: Class 49 contains 27440 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16137 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 35437 members 
Mstep: Class 55 contains 24298 members 
Mstep: Class 56 contains 29763 members 
Mstep: Class 57 contains 35845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247464.000000 Penalty: 180303.937500
Iteration 307Q: 57 clusters Score -8.424746e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 22467 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5378 members 
Mstep: Class 13 contains 31603 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15382 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 38881 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4841 members 
Mstep: Class 27 contains 15425 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14309 members 
Mstep: Class 31 contains 2029 members 
Mstep: Class 32 contains 19315 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 3451 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 954 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6843 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15572 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 27489 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16137 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 35436 members 
Mstep: Class 55 contains 24439 members 
Mstep: Class 56 contains 29793 members 
Mstep: Class 57 contains 35896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247272.000000 Penalty: 180303.937500
Iteration 308Q: 57 clusters Score -8.424727e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 22447 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5376 members 
Mstep: Class 13 contains 31639 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15383 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 38869 members 
Mstep: Class 20 contains 8165 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4841 members 
Mstep: Class 27 contains 15294 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14313 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19317 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 3449 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6743 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15578 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 27539 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16136 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 35427 members 
Mstep: Class 55 contains 24593 members 
Mstep: Class 56 contains 29819 members 
Mstep: Class 57 contains 35953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247480.000000 Penalty: 180303.937500
Iteration 309Q: 57 clusters Score -8.424748e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 22438 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5380 members 
Mstep: Class 13 contains 31667 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15384 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7933 members 
Mstep: Class 19 contains 38876 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4839 members 
Mstep: Class 27 contains 15153 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14313 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19315 members 
Mstep: Class 33 contains 2402 members 
Mstep: Class 34 contains 3448 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6651 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15578 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 27589 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16133 members 
Mstep: Class 53 contains 2376 members 
Mstep: Class 54 contains 35407 members 
Mstep: Class 55 contains 24735 members 
Mstep: Class 56 contains 29850 members 
Mstep: Class 57 contains 36002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247304.000000 Penalty: 180303.937500
Iteration 310Q: 57 clusters Score -8.42473e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 22436 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 31689 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15392 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7941 members 
Mstep: Class 19 contains 38884 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 14998 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14310 members 
Mstep: Class 31 contains 2029 members 
Mstep: Class 32 contains 19307 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6550 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15578 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 27647 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16131 members 
Mstep: Class 53 contains 2374 members 
Mstep: Class 54 contains 35394 members 
Mstep: Class 55 contains 24887 members 
Mstep: Class 56 contains 29883 members 
Mstep: Class 57 contains 36068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247264.000000 Penalty: 180303.937500
Iteration 311Q: 57 clusters Score -8.424726e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 22413 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3888 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 31701 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15402 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7952 members 
Mstep: Class 19 contains 38893 members 
Mstep: Class 20 contains 8175 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 14849 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14313 members 
Mstep: Class 31 contains 2027 members 
Mstep: Class 32 contains 19306 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3445 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6453 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15570 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 27696 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16124 members 
Mstep: Class 53 contains 2375 members 
Mstep: Class 54 contains 35383 members 
Mstep: Class 55 contains 25044 members 
Mstep: Class 56 contains 29923 members 
Mstep: Class 57 contains 36124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247264.000000 Penalty: 180303.937500
Iteration 312Q: 57 clusters Score -8.424726e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 22383 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3887 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 31737 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15405 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7957 members 
Mstep: Class 19 contains 38905 members 
Mstep: Class 20 contains 8177 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14709 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14318 members 
Mstep: Class 31 contains 2026 members 
Mstep: Class 32 contains 19305 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6372 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15572 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 27732 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16115 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 35397 members 
Mstep: Class 55 contains 25182 members 
Mstep: Class 56 contains 29933 members 
Mstep: Class 57 contains 36168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247416.000000 Penalty: 180303.937500
Iteration 313Q: 57 clusters Score -8.424742e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 22365 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3886 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 31750 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15412 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7962 members 
Mstep: Class 19 contains 38910 members 
Mstep: Class 20 contains 8182 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14563 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14321 members 
Mstep: Class 31 contains 2026 members 
Mstep: Class 32 contains 19301 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 3442 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15574 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 27800 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16107 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 35415 members 
Mstep: Class 55 contains 25309 members 
Mstep: Class 56 contains 29936 members 
Mstep: Class 57 contains 36182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247168.000000 Penalty: 180303.937500
Iteration 314Q: 57 clusters Score -8.424717e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 22324 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3886 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 31749 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15421 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7969 members 
Mstep: Class 19 contains 38928 members 
Mstep: Class 20 contains 8189 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14411 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14323 members 
Mstep: Class 31 contains 2026 members 
Mstep: Class 32 contains 19300 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6292 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15569 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 27857 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16101 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 35441 members 
Mstep: Class 55 contains 25425 members 
Mstep: Class 56 contains 29931 members 
Mstep: Class 57 contains 36213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247280.000000 Penalty: 180303.937500
Iteration 315Q: 57 clusters Score -8.424728e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 22276 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3885 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5388 members 
Mstep: Class 13 contains 31735 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15435 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7968 members 
Mstep: Class 19 contains 38928 members 
Mstep: Class 20 contains 8189 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14269 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14324 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19293 members 
Mstep: Class 33 contains 2402 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6273 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15561 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 27920 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16097 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 35460 members 
Mstep: Class 55 contains 25564 members 
Mstep: Class 56 contains 29925 members 
Mstep: Class 57 contains 36253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247272.000000 Penalty: 180303.937500
Iteration 316Q: 57 clusters Score -8.424727e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 22214 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3885 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5390 members 
Mstep: Class 13 contains 31684 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15440 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7963 members 
Mstep: Class 19 contains 38927 members 
Mstep: Class 20 contains 8192 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 14133 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14323 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19293 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 3437 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6277 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15567 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 27968 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16094 members 
Mstep: Class 53 contains 2383 members 
Mstep: Class 54 contains 35470 members 
Mstep: Class 55 contains 25729 members 
Mstep: Class 56 contains 29917 members 
Mstep: Class 57 contains 36310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247072.000000 Penalty: 180303.937500
Iteration 317Q: 57 clusters Score -8.424707e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 22160 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3884 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5389 members 
Mstep: Class 13 contains 31628 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15442 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7963 members 
Mstep: Class 19 contains 38944 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 13996 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14320 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19299 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3435 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6294 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15564 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28027 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16094 members 
Mstep: Class 53 contains 2386 members 
Mstep: Class 54 contains 35464 members 
Mstep: Class 55 contains 25867 members 
Mstep: Class 56 contains 29924 members 
Mstep: Class 57 contains 36360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247104.000000 Penalty: 180303.937500
Iteration 318Q: 57 clusters Score -8.42471e+07 nChanged 762
Entering ConstructFrom: 
Score: -84247104.000000 Penalty: 180303.937500
Entering ConstructFrom: 
Trying to split cluster 1 (8008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Entering Unmasked Estep 
Score: -1575821.750000 Penalty: 2229.072754
	Iteration 0F: 2 clusters Score -1575822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1569421.875000 Penalty: 4458.145508
	Iteration 0F: 3 clusters Score -1569422 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1571104.750000 Penalty: 4458.145508
	Iteration 1F: 3 clusters Score -1571105 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1571344.750000 Penalty: 4458.145508
	Iteration 2F: 3 clusters Score -1571345 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1571486.625000 Penalty: 4458.145508
	Iteration 3Q: 3 clusters Score -1571487 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1571604.875000 Penalty: 4458.145508
	Iteration 4Q: 3 clusters Score -1571605 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1571708.750000 Penalty: 4458.145508
	Iteration 5Q: 3 clusters Score -1571709 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1571797.500000 Penalty: 4458.145508
	Iteration 6Q: 3 clusters Score -1571798 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1571877.625000 Penalty: 4458.145508
	Iteration 7Q: 3 clusters Score -1571878 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1571945.500000 Penalty: 4458.145508
	Iteration 8Q: 3 clusters Score -1571946 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1571998.750000 Penalty: 4458.145508
	Iteration 9Q: 3 clusters Score -1571999 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1572047.625000 Penalty: 4458.145508
	Iteration 10Q: 3 clusters Score -1572048 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1572096.625000 Penalty: 4458.145508
	Iteration 11Q: 3 clusters Score -1572097 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1572141.625000 Penalty: 4458.145508
	Iteration 12Q: 3 clusters Score -1572142 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1572185.250000 Penalty: 4458.145508
	Iteration 13Q: 3 clusters Score -1572185 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1572221.750000 Penalty: 4458.145508
	Iteration 14Q: 3 clusters Score -1572222 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1572276.000000 Penalty: 4458.145508
	Iteration 15Q: 3 clusters Score -1572276 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1572322.875000 Penalty: 4458.145508
	Iteration 16Q: 3 clusters Score -1572323 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1572368.625000 Penalty: 4458.145508
	Iteration 17Q: 3 clusters Score -1572369 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1572413.500000 Penalty: 4458.145508
	Iteration 18Q: 3 clusters Score -1572414 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1572467.750000 Penalty: 4458.145508
	Iteration 19Q: 3 clusters Score -1572468 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1572533.875000 Penalty: 4458.145508
	Iteration 20F: 3 clusters Score -1572534 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1572599.000000 Penalty: 4458.145508
	Iteration 21Q: 3 clusters Score -1572599 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1572662.250000 Penalty: 4458.145508
	Iteration 22Q: 3 clusters Score -1572662 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1572741.750000 Penalty: 4458.145508
	Iteration 23Q: 3 clusters Score -1572742 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1572831.125000 Penalty: 4458.145508
	Iteration 24Q: 3 clusters Score -1572831 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1572927.375000 Penalty: 4458.145508
	Iteration 25Q: 3 clusters Score -1572927 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1573023.000000 Penalty: 4458.145508
	Iteration 26Q: 3 clusters Score -1573023 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1573107.000000 Penalty: 4458.145508
	Iteration 27Q: 3 clusters Score -1573107 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1573200.625000 Penalty: 4458.145508
	Iteration 28Q: 3 clusters Score -1573201 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1573277.875000 Penalty: 4458.145508
	Iteration 29Q: 3 clusters Score -1573278 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1573348.500000 Penalty: 4458.145508
	Iteration 30Q: 3 clusters Score -1573348 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1573441.250000 Penalty: 4458.145508
	Iteration 31Q: 3 clusters Score -1573441 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1573511.500000 Penalty: 4458.145508
	Iteration 32Q: 3 clusters Score -1573512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1573564.125000 Penalty: 4458.145508
	Iteration 33Q: 3 clusters Score -1573564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1573619.375000 Penalty: 4458.145508
	Iteration 34Q: 3 clusters Score -1573619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1573661.750000 Penalty: 4458.145508
	Iteration 35Q: 3 clusters Score -1573662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1573683.000000 Penalty: 4458.145508
	Iteration 36Q: 3 clusters Score -1573683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1573705.750000 Penalty: 4458.145508
	Iteration 37Q: 3 clusters Score -1573706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1573718.500000 Penalty: 4458.145508
	Iteration 38Q: 3 clusters Score -1573718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1573729.750000 Penalty: 4458.145508
	Iteration 39Q: 3 clusters Score -1573730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1573738.375000 Penalty: 4458.145508
	Iteration 40F: 3 clusters Score -1573738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1573747.500000 Penalty: 4458.145508
	Iteration 41Q: 3 clusters Score -1573748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1573754.500000 Penalty: 4458.145508
	Iteration 42Q: 3 clusters Score -1573754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1573758.000000 Penalty: 4458.145508
	Iteration 43Q: 3 clusters Score -1573758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1573766.125000 Penalty: 4458.145508
	Iteration 44Q: 3 clusters Score -1573766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1573769.125000 Penalty: 4458.145508
	Iteration 45Q: 3 clusters Score -1573769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1573769.875000 Penalty: 4458.145508
	Iteration 46Q: 3 clusters Score -1573770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1573774.625000 Penalty: 4458.145508
	Iteration 47Q: 3 clusters Score -1573775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1573776.500000 Penalty: 4458.145508
	Iteration 48Q: 3 clusters Score -1573776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1573776.375000 Penalty: 4458.145508
	Iteration 49Q: 3 clusters Score -1573776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1573774.875000 Penalty: 4458.145508
	Iteration 50Q: 3 clusters Score -1573775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1573774.875000 Penalty: 4458.145508
	Iteration 51F: 3 clusters Score -1573775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Entering Unmasked Estep 
Score: -4354689.500000 Penalty: 2481.073242
	Iteration 0F: 2 clusters Score -4354690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -4339504.000000 Penalty: 4962.146484
	Iteration 0F: 3 clusters Score -4339504 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -4344666.500000 Penalty: 4962.146484
	Iteration 1F: 3 clusters Score -4344666 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -4345112.500000 Penalty: 4962.146484
	Iteration 2F: 3 clusters Score -4345112 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -4345501.500000 Penalty: 4962.146484
	Iteration 3Q: 3 clusters Score -4345502 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -4345937.000000 Penalty: 4962.146484
	Iteration 4Q: 3 clusters Score -4345937 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -4346498.000000 Penalty: 4962.146484
	Iteration 5F: 3 clusters Score -4346498 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -4347270.500000 Penalty: 4962.146484
	Iteration 6F: 3 clusters Score -4347270 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -4348312.500000 Penalty: 4962.146484
	Iteration 7F: 3 clusters Score -4348312 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -4349428.500000 Penalty: 4962.146484
	Iteration 8F: 3 clusters Score -4349428 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -4350488.000000 Penalty: 4962.146484
	Iteration 9F: 3 clusters Score -4350488 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -4351246.500000 Penalty: 4962.146484
	Iteration 10Q: 3 clusters Score -4351246 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -4351777.000000 Penalty: 4962.146484
	Iteration 11Q: 3 clusters Score -4351777 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -4352068.500000 Penalty: 4962.146484
	Iteration 12Q: 3 clusters Score -4352068 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -4352225.500000 Penalty: 4962.146484
	Iteration 13Q: 3 clusters Score -4352226 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -4352314.500000 Penalty: 4962.146484
	Iteration 14Q: 3 clusters Score -4352314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -4352375.000000 Penalty: 4962.146484
	Iteration 15Q: 3 clusters Score -4352375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -4352397.500000 Penalty: 4962.146484
	Iteration 16Q: 3 clusters Score -4352398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -4352414.500000 Penalty: 4962.146484
	Iteration 17Q: 3 clusters Score -4352414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -4352430.000000 Penalty: 4962.146484
	Iteration 18Q: 3 clusters Score -4352430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -4352440.500000 Penalty: 4962.146484
	Iteration 19Q: 3 clusters Score -4352440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -4352443.000000 Penalty: 4962.146484
	Iteration 20F: 3 clusters Score -4352443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -4352446.000000 Penalty: 4962.146484
	Iteration 21Q: 3 clusters Score -4352446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -4352442.000000 Penalty: 4962.146484
	Iteration 22Q: 3 clusters Score -4352442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -4352440.000000 Penalty: 4962.146484
	Iteration 23Q: 3 clusters Score -4352440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -4352449.000000 Penalty: 4962.146484
	Iteration 24Q: 3 clusters Score -4352449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -4352451.000000 Penalty: 4962.146484
	Iteration 25Q: 3 clusters Score -4352451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -4352451.000000 Penalty: 4962.146484
	Iteration 26Q: 3 clusters Score -4352451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -4352456.500000 Penalty: 4962.146484
	Iteration 27Q: 3 clusters Score -4352456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -4352458.000000 Penalty: 4962.146484
	Iteration 28Q: 3 clusters Score -4352458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -4352458.000000 Penalty: 4962.146484
	Iteration 29F: 3 clusters Score -4352458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -221453.328125 Penalty: 1764.865723
	Iteration 0F: 2 clusters Score -221453.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -219331.140625 Penalty: 3529.731445
	Iteration 0F: 3 clusters Score -219331.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -219703.859375 Penalty: 3529.731445
	Iteration 1F: 3 clusters Score -219703.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -219822.234375 Penalty: 3529.731445
	Iteration 2F: 3 clusters Score -219822.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -219897.750000 Penalty: 3529.731445
	Iteration 3Q: 3 clusters Score -219897.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -219945.156250 Penalty: 3529.731445
	Iteration 4Q: 3 clusters Score -219945.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -219966.828125 Penalty: 3529.731445
	Iteration 5Q: 3 clusters Score -219966.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -219972.968750 Penalty: 3529.731445
	Iteration 6Q: 3 clusters Score -219973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -219979.578125 Penalty: 3529.731445
	Iteration 7Q: 3 clusters Score -219979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -219981.468750 Penalty: 3529.731445
	Iteration 8Q: 3 clusters Score -219981.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -219982.406250 Penalty: 3529.731445
	Iteration 9Q: 3 clusters Score -219982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -219986.328125 Penalty: 3529.731445
	Iteration 10Q: 3 clusters Score -219986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -219989.562500 Penalty: 3529.731445
	Iteration 11Q: 3 clusters Score -219989.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -219998.453125 Penalty: 3529.731445
	Iteration 12Q: 3 clusters Score -219998.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -220003.703125 Penalty: 3529.731445
	Iteration 13Q: 3 clusters Score -220003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -220009.125000 Penalty: 3529.731445
	Iteration 14Q: 3 clusters Score -220009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -220014.171875 Penalty: 3529.731445
	Iteration 15Q: 3 clusters Score -220014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -220021.656250 Penalty: 3529.731445
	Iteration 16Q: 3 clusters Score -220021.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -220031.796875 Penalty: 3529.731445
	Iteration 17Q: 3 clusters Score -220031.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -220046.359375 Penalty: 3529.731445
	Iteration 18Q: 3 clusters Score -220046.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -220063.453125 Penalty: 3529.731445
	Iteration 19Q: 3 clusters Score -220063.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -220079.062500 Penalty: 3529.731445
	Iteration 20F: 3 clusters Score -220079.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -220082.906250 Penalty: 3529.731445
	Iteration 21Q: 3 clusters Score -220082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -220087.859375 Penalty: 3529.731445
	Iteration 22Q: 3 clusters Score -220087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -220094.937500 Penalty: 3529.731445
	Iteration 23Q: 3 clusters Score -220094.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -220101.671875 Penalty: 3529.731445
	Iteration 24Q: 3 clusters Score -220101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -220103.125000 Penalty: 3529.731445
	Iteration 25Q: 3 clusters Score -220103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -220103.765625 Penalty: 3529.731445
	Iteration 26Q: 3 clusters Score -220103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -220105.781250 Penalty: 3529.731445
	Iteration 27Q: 3 clusters Score -220105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -220108.093750 Penalty: 3529.731445
	Iteration 28Q: 3 clusters Score -220108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -220112.593750 Penalty: 3529.731445
	Iteration 29Q: 3 clusters Score -220112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -220114.796875 Penalty: 3529.731445
	Iteration 30Q: 3 clusters Score -220114.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -220115.125000 Penalty: 3529.731445
	Iteration 31Q: 3 clusters Score -220115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -220117.984375 Penalty: 3529.731445
	Iteration 32Q: 3 clusters Score -220118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -220119.125000 Penalty: 3529.731445
	Iteration 33Q: 3 clusters Score -220119.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -220119.640625 Penalty: 3529.731445
	Iteration 34Q: 3 clusters Score -220119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -220121.671875 Penalty: 3529.731445
	Iteration 35Q: 3 clusters Score -220121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -220125.921875 Penalty: 3529.731445
	Iteration 36Q: 3 clusters Score -220125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -220136.765625 Penalty: 3529.731445
	Iteration 37Q: 3 clusters Score -220136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -220143.984375 Penalty: 3529.731445
	Iteration 38Q: 3 clusters Score -220144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -220156.812500 Penalty: 3529.731445
	Iteration 39Q: 3 clusters Score -220156.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -220167.015625 Penalty: 3529.731445
	Iteration 40F: 3 clusters Score -220167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -220173.375000 Penalty: 3529.731445
	Iteration 41Q: 3 clusters Score -220173.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -220190.796875 Penalty: 3529.731445
	Iteration 42Q: 3 clusters Score -220190.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -220204.468750 Penalty: 3529.731445
	Iteration 43Q: 3 clusters Score -220204.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -220217.296875 Penalty: 3529.731445
	Iteration 44Q: 3 clusters Score -220217.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -220227.828125 Penalty: 3529.731445
	Iteration 45Q: 3 clusters Score -220227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -220235.281250 Penalty: 3529.731445
	Iteration 46Q: 3 clusters Score -220235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -220236.718750 Penalty: 3529.731445
	Iteration 47Q: 3 clusters Score -220236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -220237.203125 Penalty: 3529.731445
	Iteration 48Q: 3 clusters Score -220237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -220237.203125 Penalty: 3529.731445
	Iteration 49F: 3 clusters Score -220237.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -705345.812500 Penalty: 2049.498291
	Iteration 0F: 2 clusters Score -705345.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -701561.375000 Penalty: 4098.996582
	Iteration 0F: 3 clusters Score -701561.4 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -702501.875000 Penalty: 4098.996582
	Iteration 1F: 3 clusters Score -702501.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -702834.125000 Penalty: 4098.996582
	Iteration 2F: 3 clusters Score -702834.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -703038.375000 Penalty: 4098.996582
	Iteration 3F: 3 clusters Score -703038.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -703172.437500 Penalty: 4098.996582
	Iteration 4Q: 3 clusters Score -703172.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -703294.687500 Penalty: 4098.996582
	Iteration 5Q: 3 clusters Score -703294.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -703395.562500 Penalty: 4098.996582
	Iteration 6Q: 3 clusters Score -703395.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -703513.187500 Penalty: 4098.996582
	Iteration 7Q: 3 clusters Score -703513.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -703631.500000 Penalty: 4098.996582
	Iteration 8Q: 3 clusters Score -703631.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -703763.687500 Penalty: 4098.996582
	Iteration 9Q: 3 clusters Score -703763.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -703912.125000 Penalty: 4098.996582
	Iteration 10Q: 3 clusters Score -703912.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -704058.250000 Penalty: 4098.996582
	Iteration 11Q: 3 clusters Score -704058.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -704186.000000 Penalty: 4098.996582
	Iteration 12Q: 3 clusters Score -704186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -704314.937500 Penalty: 4098.996582
	Iteration 13Q: 3 clusters Score -704314.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -704429.562500 Penalty: 4098.996582
	Iteration 14Q: 3 clusters Score -704429.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -704517.125000 Penalty: 4098.996582
	Iteration 15Q: 3 clusters Score -704517.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -704571.687500 Penalty: 4098.996582
	Iteration 16Q: 3 clusters Score -704571.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -704608.000000 Penalty: 4098.996582
	Iteration 17Q: 3 clusters Score -704608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -704626.812500 Penalty: 4098.996582
	Iteration 18Q: 3 clusters Score -704626.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -704646.312500 Penalty: 4098.996582
	Iteration 19Q: 3 clusters Score -704646.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -704655.312500 Penalty: 4098.996582
	Iteration 20F: 3 clusters Score -704655.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -704665.062500 Penalty: 4098.996582
	Iteration 21Q: 3 clusters Score -704665.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -704671.812500 Penalty: 4098.996582
	Iteration 22Q: 3 clusters Score -704671.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -704678.812500 Penalty: 4098.996582
	Iteration 23Q: 3 clusters Score -704678.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -704684.875000 Penalty: 4098.996582
	Iteration 24Q: 3 clusters Score -704684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -704690.500000 Penalty: 4098.996582
	Iteration 25Q: 3 clusters Score -704690.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -704697.375000 Penalty: 4098.996582
	Iteration 26Q: 3 clusters Score -704697.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -704704.812500 Penalty: 4098.996582
	Iteration 27Q: 3 clusters Score -704704.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -704709.250000 Penalty: 4098.996582
	Iteration 28Q: 3 clusters Score -704709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -704711.750000 Penalty: 4098.996582
	Iteration 29Q: 3 clusters Score -704711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -704713.812500 Penalty: 4098.996582
	Iteration 30Q: 3 clusters Score -704713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -704719.125000 Penalty: 4098.996582
	Iteration 31Q: 3 clusters Score -704719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -704717.937500 Penalty: 4098.996582
	Iteration 32Q: 3 clusters Score -704717.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -704717.937500 Penalty: 4098.996582
	Iteration 33F: 3 clusters Score -704717.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Entering Unmasked Estep 
Score: -990522.687500 Penalty: 2115.663086
	Iteration 0F: 2 clusters Score -990522.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -986002.125000 Penalty: 4231.326172
	Iteration 0F: 3 clusters Score -986002.1 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -987235.062500 Penalty: 4231.326172
	Iteration 1F: 3 clusters Score -987235.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -987590.187500 Penalty: 4231.326172
	Iteration 2F: 3 clusters Score -987590.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -987912.250000 Penalty: 4231.326172
	Iteration 3F: 3 clusters Score -987912.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -988243.000000 Penalty: 4231.326172
	Iteration 4F: 3 clusters Score -988243 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -988540.875000 Penalty: 4231.326172
	Iteration 5F: 3 clusters Score -988540.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -988783.625000 Penalty: 4231.326172
	Iteration 6F: 3 clusters Score -988783.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -988959.750000 Penalty: 4231.326172
	Iteration 7Q: 3 clusters Score -988959.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -989082.750000 Penalty: 4231.326172
	Iteration 8Q: 3 clusters Score -989082.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -989163.250000 Penalty: 4231.326172
	Iteration 9Q: 3 clusters Score -989163.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -989219.937500 Penalty: 4231.326172
	Iteration 10Q: 3 clusters Score -989219.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -989258.750000 Penalty: 4231.326172
	Iteration 11Q: 3 clusters Score -989258.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -989287.500000 Penalty: 4231.326172
	Iteration 12Q: 3 clusters Score -989287.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -989320.687500 Penalty: 4231.326172
	Iteration 13Q: 3 clusters Score -989320.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -989375.875000 Penalty: 4231.326172
	Iteration 14Q: 3 clusters Score -989375.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -989440.375000 Penalty: 4231.326172
	Iteration 15Q: 3 clusters Score -989440.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -989523.750000 Penalty: 4231.326172
	Iteration 16Q: 3 clusters Score -989523.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -989631.562500 Penalty: 4231.326172
	Iteration 17Q: 3 clusters Score -989631.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -989788.625000 Penalty: 4231.326172
	Iteration 18Q: 3 clusters Score -989788.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -989915.500000 Penalty: 4231.326172
	Iteration 19Q: 3 clusters Score -989915.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -990038.187500 Penalty: 4231.326172
	Iteration 20F: 3 clusters Score -990038.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -990140.187500 Penalty: 4231.326172
	Iteration 21Q: 3 clusters Score -990140.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -990212.312500 Penalty: 4231.326172
	Iteration 22Q: 3 clusters Score -990212.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -990256.437500 Penalty: 4231.326172
	Iteration 23Q: 3 clusters Score -990256.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -990281.312500 Penalty: 4231.326172
	Iteration 24Q: 3 clusters Score -990281.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -990300.625000 Penalty: 4231.326172
	Iteration 25Q: 3 clusters Score -990300.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -990311.062500 Penalty: 4231.326172
	Iteration 26Q: 3 clusters Score -990311.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -990321.437500 Penalty: 4231.326172
	Iteration 27Q: 3 clusters Score -990321.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -990330.312500 Penalty: 4231.326172
	Iteration 28Q: 3 clusters Score -990330.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -990334.062500 Penalty: 4231.326172
	Iteration 29Q: 3 clusters Score -990334.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -990336.625000 Penalty: 4231.326172
	Iteration 30Q: 3 clusters Score -990336.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -990339.562500 Penalty: 4231.326172
	Iteration 31Q: 3 clusters Score -990339.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -990343.687500 Penalty: 4231.326172
	Iteration 32Q: 3 clusters Score -990343.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -990344.062500 Penalty: 4231.326172
	Iteration 33Q: 3 clusters Score -990344.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -990346.500000 Penalty: 4231.326172
	Iteration 34Q: 3 clusters Score -990346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -990346.687500 Penalty: 4231.326172
	Iteration 35Q: 3 clusters Score -990346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -990346.687500 Penalty: 4231.326172
	Iteration 36F: 3 clusters Score -990346.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -124997.179688 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -124997.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -123297.601562 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -123297.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -123601.570312 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -123601.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123812.648438 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -123812.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -124031.429688 Penalty: 3302.373535
	Iteration 3F: 3 clusters Score -124031.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -124194.953125 Penalty: 3302.373535
	Iteration 4F: 3 clusters Score -124195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -124295.242188 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -124295.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -124370.304688 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -124370.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -124433.093750 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -124433.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -124475.015625 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -124475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -124513.476562 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -124513.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124553.250000 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -124553.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124604.257812 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -124604.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124623.156250 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -124623.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -124646.656250 Penalty: 3302.373535
	Iteration 13Q: 3 clusters Score -124646.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -124660.859375 Penalty: 3302.373535
	Iteration 14Q: 3 clusters Score -124660.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -124670.789062 Penalty: 3302.373535
	Iteration 15Q: 3 clusters Score -124670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -124673.976562 Penalty: 3302.373535
	Iteration 16Q: 3 clusters Score -124674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -124677.617188 Penalty: 3302.373535
	Iteration 17Q: 3 clusters Score -124677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -124685.023438 Penalty: 3302.373535
	Iteration 18F: 3 clusters Score -124685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -124690.867188 Penalty: 3302.373535
	Iteration 19Q: 3 clusters Score -124690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -124698.164062 Penalty: 3302.373535
	Iteration 20F: 3 clusters Score -124698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -124700.992188 Penalty: 3302.373535
	Iteration 21Q: 3 clusters Score -124701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -124710.335938 Penalty: 3302.373535
	Iteration 22Q: 3 clusters Score -124710.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -124730.593750 Penalty: 3302.373535
	Iteration 23Q: 3 clusters Score -124730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -124742.617188 Penalty: 3302.373535
	Iteration 24Q: 3 clusters Score -124742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -124752.875000 Penalty: 3302.373535
	Iteration 25Q: 3 clusters Score -124752.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -124757.007812 Penalty: 3302.373535
	Iteration 26Q: 3 clusters Score -124757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -124757.007812 Penalty: 3302.373535
	Iteration 27F: 3 clusters Score -124757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -67927.195312 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -67927.2 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 201 members 
Entering Unmasked Estep 
Score: -66579.546875 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -66579.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66725.671875 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -66725.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66785.500000 Penalty: 2960.479004
	Iteration 2Q: 3 clusters Score -66785.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66813.664062 Penalty: 2960.479004
	Iteration 3Q: 3 clusters Score -66813.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66839.195312 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -66839.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -66851.023438 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -66851.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -66852.812500 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -66852.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -66852.812500 Penalty: 2960.479004
	Iteration 7F: 3 clusters Score -66852.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -42439.226562 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -42439.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41298.988281 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -41298.99 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -41456.164062 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -41456.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41516.375000 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -41516.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -41579.687500 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -41579.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -41617.320312 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -41617.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41645.746094 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -41645.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -41653.718750 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -41653.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -41655.285156 Penalty: 2824.091309
	Iteration 7Q: 3 clusters Score -41655.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -41657.964844 Penalty: 2824.091309
	Iteration 8Q: 3 clusters Score -41657.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -41671.468750 Penalty: 2824.091309
	Iteration 9Q: 3 clusters Score -41671.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -41699.164062 Penalty: 2824.091309
	Iteration 10Q: 3 clusters Score -41699.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -41712.121094 Penalty: 2824.091309
	Iteration 11Q: 3 clusters Score -41712.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -41719.410156 Penalty: 2824.091309
	Iteration 12Q: 3 clusters Score -41719.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -41723.156250 Penalty: 2824.091309
	Iteration 13Q: 3 clusters Score -41723.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -41735.921875 Penalty: 2824.091309
	Iteration 14Q: 3 clusters Score -41735.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -41745.128906 Penalty: 2824.091309
	Iteration 15Q: 3 clusters Score -41745.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -41752.464844 Penalty: 2824.091309
	Iteration 16Q: 3 clusters Score -41752.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -41752.464844 Penalty: 2824.091309
	Iteration 17F: 3 clusters Score -41752.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -313097.812500 Penalty: 1859.994263
	Iteration 0F: 2 clusters Score -313097.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -310660.562500 Penalty: 3719.988525
	Iteration 0F: 3 clusters Score -310660.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -311254.250000 Penalty: 3719.988525
	Iteration 1F: 3 clusters Score -311254.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -311509.593750 Penalty: 3719.988525
	Iteration 2F: 3 clusters Score -311509.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -311702.093750 Penalty: 3719.988525
	Iteration 3F: 3 clusters Score -311702.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -311825.437500 Penalty: 3719.988525
	Iteration 4F: 3 clusters Score -311825.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -311939.187500 Penalty: 3719.988525
	Iteration 5Q: 3 clusters Score -311939.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -312034.187500 Penalty: 3719.988525
	Iteration 6Q: 3 clusters Score -312034.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -312124.531250 Penalty: 3719.988525
	Iteration 7Q: 3 clusters Score -312124.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -312213.093750 Penalty: 3719.988525
	Iteration 8Q: 3 clusters Score -312213.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -312295.312500 Penalty: 3719.988525
	Iteration 9Q: 3 clusters Score -312295.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -312337.656250 Penalty: 3719.988525
	Iteration 10Q: 3 clusters Score -312337.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -312370.343750 Penalty: 3719.988525
	Iteration 11Q: 3 clusters Score -312370.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -312390.625000 Penalty: 3719.988525
	Iteration 12Q: 3 clusters Score -312390.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -312415.781250 Penalty: 3719.988525
	Iteration 13Q: 3 clusters Score -312415.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -312439.500000 Penalty: 3719.988525
	Iteration 14Q: 3 clusters Score -312439.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -312451.718750 Penalty: 3719.988525
	Iteration 15Q: 3 clusters Score -312451.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -312464.468750 Penalty: 3719.988525
	Iteration 16Q: 3 clusters Score -312464.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -312474.093750 Penalty: 3719.988525
	Iteration 17Q: 3 clusters Score -312474.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -312483.593750 Penalty: 3719.988525
	Iteration 18Q: 3 clusters Score -312483.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -312488.781250 Penalty: 3719.988525
	Iteration 19Q: 3 clusters Score -312488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -312491.187500 Penalty: 3719.988525
	Iteration 20F: 3 clusters Score -312491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -312492.250000 Penalty: 3719.988525
	Iteration 21Q: 3 clusters Score -312492.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -312494.031250 Penalty: 3719.988525
	Iteration 22Q: 3 clusters Score -312494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -312494.750000 Penalty: 3719.988525
	Iteration 23Q: 3 clusters Score -312494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -312496.625000 Penalty: 3719.988525
	Iteration 24Q: 3 clusters Score -312496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -312499.000000 Penalty: 3719.988525
	Iteration 25Q: 3 clusters Score -312499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -312501.406250 Penalty: 3719.988525
	Iteration 26Q: 3 clusters Score -312501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -312504.437500 Penalty: 3719.988525
	Iteration 27Q: 3 clusters Score -312504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -312508.968750 Penalty: 3719.988525
	Iteration 28Q: 3 clusters Score -312509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -312512.656250 Penalty: 3719.988525
	Iteration 29Q: 3 clusters Score -312512.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -312514.593750 Penalty: 3719.988525
	Iteration 30Q: 3 clusters Score -312514.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -312515.968750 Penalty: 3719.988525
	Iteration 31Q: 3 clusters Score -312516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -312517.281250 Penalty: 3719.988525
	Iteration 32Q: 3 clusters Score -312517.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -312518.093750 Penalty: 3719.988525
	Iteration 33Q: 3 clusters Score -312518.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -312522.156250 Penalty: 3719.988525
	Iteration 34Q: 3 clusters Score -312522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -312527.250000 Penalty: 3719.988525
	Iteration 35Q: 3 clusters Score -312527.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -312530.468750 Penalty: 3719.988525
	Iteration 36Q: 3 clusters Score -312530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -312532.000000 Penalty: 3719.988525
	Iteration 37Q: 3 clusters Score -312532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -312532.000000 Penalty: 3719.988525
	Iteration 38F: 3 clusters Score -312532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -131894.421875 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -131894.4 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 357 members 
Entering Unmasked Estep 
Score: -130208.750000 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -130208.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -130520.898438 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -130520.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -130762.468750 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -130762.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -131056.117188 Penalty: 3279.572266
	Iteration 3F: 3 clusters Score -131056.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -131183.765625 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -131183.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -131289.109375 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -131289.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -131329.406250 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -131329.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -131352.406250 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -131352.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -131375.546875 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -131375.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -131396.718750 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -131396.7 nChanged 3
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: -131405.171875 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -131405.2 nChanged 2
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: -131413.484375 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -131413.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -131432.046875 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -131432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -131452.437500 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -131452.4 nChanged 5
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: -131472.703125 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -131472.7 nChanged 4
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: -131482.421875 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -131482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -131508.640625 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -131508.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -131510.796875 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -131510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -131513.765625 Penalty: 3279.572266
	Iteration 18F: 3 clusters Score -131513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -131523.359375 Penalty: 3279.572266
	Iteration 19Q: 3 clusters Score -131523.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -131523.359375 Penalty: 3279.572266
	Iteration 20F: 3 clusters Score -131523.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Entering Unmasked Estep 
Score: -1084964.000000 Penalty: 2141.077148
	Iteration 0F: 2 clusters Score -1084964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1080042.500000 Penalty: 4282.154297
	Iteration 0F: 3 clusters Score -1080042 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1081361.250000 Penalty: 4282.154297
	Iteration 1F: 3 clusters Score -1081361 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1081743.250000 Penalty: 4282.154297
	Iteration 2F: 3 clusters Score -1081743 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1082078.875000 Penalty: 4282.154297
	Iteration 3F: 3 clusters Score -1082079 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1082365.000000 Penalty: 4282.154297
	Iteration 4F: 3 clusters Score -1082365 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1082594.875000 Penalty: 4282.154297
	Iteration 5F: 3 clusters Score -1082595 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1082803.750000 Penalty: 4282.154297
	Iteration 6Q: 3 clusters Score -1082804 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1082977.375000 Penalty: 4282.154297
	Iteration 7Q: 3 clusters Score -1082977 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1083091.875000 Penalty: 4282.154297
	Iteration 8Q: 3 clusters Score -1083092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1083166.625000 Penalty: 4282.154297
	Iteration 9Q: 3 clusters Score -1083167 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1083231.625000 Penalty: 4282.154297
	Iteration 10Q: 3 clusters Score -1083232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1083282.375000 Penalty: 4282.154297
	Iteration 11Q: 3 clusters Score -1083282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1083306.500000 Penalty: 4282.154297
	Iteration 12Q: 3 clusters Score -1083306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1083329.500000 Penalty: 4282.154297
	Iteration 13Q: 3 clusters Score -1083330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1083342.750000 Penalty: 4282.154297
	Iteration 14Q: 3 clusters Score -1083343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1083361.500000 Penalty: 4282.154297
	Iteration 15Q: 3 clusters Score -1083362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1083371.375000 Penalty: 4282.154297
	Iteration 16Q: 3 clusters Score -1083371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1083380.000000 Penalty: 4282.154297
	Iteration 17Q: 3 clusters Score -1083380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1083390.375000 Penalty: 4282.154297
	Iteration 18Q: 3 clusters Score -1083390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1083396.875000 Penalty: 4282.154297
	Iteration 19Q: 3 clusters Score -1083397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1083405.875000 Penalty: 4282.154297
	Iteration 20F: 3 clusters Score -1083406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1083408.125000 Penalty: 4282.154297
	Iteration 21Q: 3 clusters Score -1083408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1083412.625000 Penalty: 4282.154297
	Iteration 22Q: 3 clusters Score -1083413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1083422.250000 Penalty: 4282.154297
	Iteration 23Q: 3 clusters Score -1083422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1083426.375000 Penalty: 4282.154297
	Iteration 24Q: 3 clusters Score -1083426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1083434.875000 Penalty: 4282.154297
	Iteration 25Q: 3 clusters Score -1083435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1083438.625000 Penalty: 4282.154297
	Iteration 26Q: 3 clusters Score -1083439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1083441.375000 Penalty: 4282.154297
	Iteration 27Q: 3 clusters Score -1083441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1083444.750000 Penalty: 4282.154297
	Iteration 28Q: 3 clusters Score -1083445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1083447.125000 Penalty: 4282.154297
	Iteration 29Q: 3 clusters Score -1083447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1083449.625000 Penalty: 4282.154297
	Iteration 30Q: 3 clusters Score -1083450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1083449.625000 Penalty: 4282.154297
	Iteration 31F: 3 clusters Score -1083450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Entering Unmasked Estep 
Score: -1094354.375000 Penalty: 2130.798584
	Iteration 0F: 2 clusters Score -1094354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1089614.125000 Penalty: 4261.597168
	Iteration 0F: 3 clusters Score -1089614 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1090766.750000 Penalty: 4261.597168
	Iteration 1F: 3 clusters Score -1090767 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1090993.875000 Penalty: 4261.597168
	Iteration 2F: 3 clusters Score -1090994 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1091139.625000 Penalty: 4261.597168
	Iteration 3F: 3 clusters Score -1091140 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1091236.000000 Penalty: 4261.597168
	Iteration 4Q: 3 clusters Score -1091236 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1091305.125000 Penalty: 4261.597168
	Iteration 5Q: 3 clusters Score -1091305 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1091365.750000 Penalty: 4261.597168
	Iteration 6Q: 3 clusters Score -1091366 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1091422.125000 Penalty: 4261.597168
	Iteration 7Q: 3 clusters Score -1091422 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1091469.125000 Penalty: 4261.597168
	Iteration 8Q: 3 clusters Score -1091469 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1091520.750000 Penalty: 4261.597168
	Iteration 9Q: 3 clusters Score -1091521 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1091572.375000 Penalty: 4261.597168
	Iteration 10Q: 3 clusters Score -1091572 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1091627.250000 Penalty: 4261.597168
	Iteration 11Q: 3 clusters Score -1091627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1091681.625000 Penalty: 4261.597168
	Iteration 12Q: 3 clusters Score -1091682 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1091741.375000 Penalty: 4261.597168
	Iteration 13Q: 3 clusters Score -1091741 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1091799.125000 Penalty: 4261.597168
	Iteration 14Q: 3 clusters Score -1091799 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1091856.125000 Penalty: 4261.597168
	Iteration 15Q: 3 clusters Score -1091856 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1091915.000000 Penalty: 4261.597168
	Iteration 16Q: 3 clusters Score -1091915 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1091977.250000 Penalty: 4261.597168
	Iteration 17Q: 3 clusters Score -1091977 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1092033.375000 Penalty: 4261.597168
	Iteration 18Q: 3 clusters Score -1092033 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1092086.250000 Penalty: 4261.597168
	Iteration 19Q: 3 clusters Score -1092086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1092130.000000 Penalty: 4261.597168
	Iteration 20F: 3 clusters Score -1092130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1092173.000000 Penalty: 4261.597168
	Iteration 21Q: 3 clusters Score -1092173 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1092224.250000 Penalty: 4261.597168
	Iteration 22Q: 3 clusters Score -1092224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1092274.875000 Penalty: 4261.597168
	Iteration 23Q: 3 clusters Score -1092275 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1092308.000000 Penalty: 4261.597168
	Iteration 24Q: 3 clusters Score -1092308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1092331.250000 Penalty: 4261.597168
	Iteration 25Q: 3 clusters Score -1092331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1092346.625000 Penalty: 4261.597168
	Iteration 26Q: 3 clusters Score -1092347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1092359.250000 Penalty: 4261.597168
	Iteration 27Q: 3 clusters Score -1092359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1092373.125000 Penalty: 4261.597168
	Iteration 28Q: 3 clusters Score -1092373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1092390.750000 Penalty: 4261.597168
	Iteration 29Q: 3 clusters Score -1092391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1092405.125000 Penalty: 4261.597168
	Iteration 30Q: 3 clusters Score -1092405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1092414.875000 Penalty: 4261.597168
	Iteration 31Q: 3 clusters Score -1092415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1092426.875000 Penalty: 4261.597168
	Iteration 32Q: 3 clusters Score -1092427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1092431.125000 Penalty: 4261.597168
	Iteration 33Q: 3 clusters Score -1092431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1092435.250000 Penalty: 4261.597168
	Iteration 34Q: 3 clusters Score -1092435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1092441.375000 Penalty: 4261.597168
	Iteration 35Q: 3 clusters Score -1092441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1092446.125000 Penalty: 4261.597168
	Iteration 36Q: 3 clusters Score -1092446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1092451.000000 Penalty: 4261.597168
	Iteration 37Q: 3 clusters Score -1092451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1092456.375000 Penalty: 4261.597168
	Iteration 38Q: 3 clusters Score -1092456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1092459.875000 Penalty: 4261.597168
	Iteration 39Q: 3 clusters Score -1092460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1092463.000000 Penalty: 4261.597168
	Iteration 40F: 3 clusters Score -1092463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1092465.625000 Penalty: 4261.597168
	Iteration 41Q: 3 clusters Score -1092466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1092465.875000 Penalty: 4261.597168
	Iteration 42Q: 3 clusters Score -1092466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1092471.000000 Penalty: 4261.597168
	Iteration 43Q: 3 clusters Score -1092471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1092479.125000 Penalty: 4261.597168
	Iteration 44Q: 3 clusters Score -1092479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1092484.000000 Penalty: 4261.597168
	Iteration 45Q: 3 clusters Score -1092484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1092492.125000 Penalty: 4261.597168
	Iteration 46Q: 3 clusters Score -1092492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1092492.250000 Penalty: 4261.597168
	Iteration 47Q: 3 clusters Score -1092492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1092494.500000 Penalty: 4261.597168
	Iteration 48Q: 3 clusters Score -1092494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1092496.875000 Penalty: 4261.597168
	Iteration 49Q: 3 clusters Score -1092497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1092501.500000 Penalty: 4261.597168
	Iteration 50Q: 3 clusters Score -1092502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1092503.750000 Penalty: 4261.597168
	Iteration 51Q: 3 clusters Score -1092504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1092505.500000 Penalty: 4261.597168
	Iteration 52Q: 3 clusters Score -1092506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1092506.750000 Penalty: 4261.597168
	Iteration 53Q: 3 clusters Score -1092507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1092506.500000 Penalty: 4261.597168
	Iteration 54Q: 3 clusters Score -1092506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1092509.375000 Penalty: 4261.597168
	Iteration 55Q: 3 clusters Score -1092509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1092510.375000 Penalty: 4261.597168
	Iteration 56Q: 3 clusters Score -1092510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1092511.000000 Penalty: 4261.597168
	Iteration 57Q: 3 clusters Score -1092511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1092511.000000 Penalty: 4261.597168
	Iteration 58F: 3 clusters Score -1092511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Entering Unmasked Estep 
Score: -6215795.000000 Penalty: 2569.145020
	Iteration 0F: 2 clusters Score -6215795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -6196825.000000 Penalty: 5138.290039
	Iteration 0F: 3 clusters Score -6196825 nChanged 14206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -6204606.000000 Penalty: 5138.290039
	Iteration 1F: 3 clusters Score -6204606 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -6205278.500000 Penalty: 5138.290039
	Iteration 2F: 3 clusters Score -6205278 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -6206037.500000 Penalty: 5138.290039
	Iteration 3F: 3 clusters Score -6206038 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -6206762.500000 Penalty: 5138.290039
	Iteration 4F: 3 clusters Score -6206762 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -6207574.500000 Penalty: 5138.290039
	Iteration 5F: 3 clusters Score -6207574 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -6208527.000000 Penalty: 5138.290039
	Iteration 6F: 3 clusters Score -6208527 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -6209501.500000 Penalty: 5138.290039
	Iteration 7F: 3 clusters Score -6209502 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -6210769.000000 Penalty: 5138.290039
	Iteration 8Q: 3 clusters Score -6210769 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -6211654.500000 Penalty: 5138.290039
	Iteration 9Q: 3 clusters Score -6211654 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -6212303.500000 Penalty: 5138.290039
	Iteration 10Q: 3 clusters Score -6212304 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -6212692.500000 Penalty: 5138.290039
	Iteration 11Q: 3 clusters Score -6212692 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -6212984.000000 Penalty: 5138.290039
	Iteration 12Q: 3 clusters Score -6212984 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -6213107.000000 Penalty: 5138.290039
	Iteration 13Q: 3 clusters Score -6213107 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -6213260.000000 Penalty: 5138.290039
	Iteration 14Q: 3 clusters Score -6213260 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -6213363.000000 Penalty: 5138.290039
	Iteration 15Q: 3 clusters Score -6213363 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -6213423.500000 Penalty: 5138.290039
	Iteration 16Q: 3 clusters Score -6213424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -6213490.000000 Penalty: 5138.290039
	Iteration 17Q: 3 clusters Score -6213490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -6213527.000000 Penalty: 5138.290039
	Iteration 18Q: 3 clusters Score -6213527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -6213551.500000 Penalty: 5138.290039
	Iteration 19Q: 3 clusters Score -6213552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -6213565.000000 Penalty: 5138.290039
	Iteration 20F: 3 clusters Score -6213565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -6213578.500000 Penalty: 5138.290039
	Iteration 21Q: 3 clusters Score -6213578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -6213587.000000 Penalty: 5138.290039
	Iteration 22Q: 3 clusters Score -6213587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -6213611.000000 Penalty: 5138.290039
	Iteration 23Q: 3 clusters Score -6213611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -6213641.000000 Penalty: 5138.290039
	Iteration 24Q: 3 clusters Score -6213641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -6213637.000000 Penalty: 5138.290039
	Iteration 25Q: 3 clusters Score -6213637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -6213654.500000 Penalty: 5138.290039
	Iteration 26Q: 3 clusters Score -6213654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -6213643.500000 Penalty: 5138.290039
	Iteration 27Q: 3 clusters Score -6213644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -6213651.500000 Penalty: 5138.290039
	Iteration 28Q: 3 clusters Score -6213652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -6213660.500000 Penalty: 5138.290039
	Iteration 29Q: 3 clusters Score -6213660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -6213668.000000 Penalty: 5138.290039
	Iteration 30Q: 3 clusters Score -6213668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -6213666.500000 Penalty: 5138.290039
	Iteration 31Q: 3 clusters Score -6213666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -6213666.500000 Penalty: 5138.290039
	Iteration 32F: 3 clusters Score -6213666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -37145.773438 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -37145.77 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 168 members 
Entering Unmasked Estep 
Score: -36016.722656 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -36016.72 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36378.800781 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -36378.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36478.089844 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -36478.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36551.734375 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -36551.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36581.148438 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -36581.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36596.957031 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -36596.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36596.957031 Penalty: 2888.230713
	Iteration 6F: 3 clusters Score -36596.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -61986.804688 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -61986.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60686.000000 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -60686 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -60941.378906 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -60941.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -61043.464844 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -61043.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -61090.261719 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -61090.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -61102.578125 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -61102.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -61107.136719 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -61107.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -61125.503906 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -61125.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -61139.339844 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -61139.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -61144.675781 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -61144.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -61144.675781 Penalty: 2993.598877
	Iteration 9F: 3 clusters Score -61144.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Entering Unmasked Estep 
Score: -3331772.750000 Penalty: 2392.050293
	Iteration 0F: 2 clusters Score -3331773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -3321440.000000 Penalty: 4784.100586
	Iteration 0F: 3 clusters Score -3321440 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3324925.000000 Penalty: 4784.100586
	Iteration 1F: 3 clusters Score -3324925 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3325281.250000 Penalty: 4784.100586
	Iteration 2F: 3 clusters Score -3325281 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3325604.500000 Penalty: 4784.100586
	Iteration 3F: 3 clusters Score -3325604 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -3325948.750000 Penalty: 4784.100586
	Iteration 4Q: 3 clusters Score -3325949 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -3326326.250000 Penalty: 4784.100586
	Iteration 5F: 3 clusters Score -3326326 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3326743.000000 Penalty: 4784.100586
	Iteration 6F: 3 clusters Score -3326743 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3327350.500000 Penalty: 4784.100586
	Iteration 7F: 3 clusters Score -3327350 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3327988.250000 Penalty: 4784.100586
	Iteration 8F: 3 clusters Score -3327988 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3328528.000000 Penalty: 4784.100586
	Iteration 9Q: 3 clusters Score -3328528 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3328948.750000 Penalty: 4784.100586
	Iteration 10Q: 3 clusters Score -3328949 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3329225.000000 Penalty: 4784.100586
	Iteration 11Q: 3 clusters Score -3329225 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3329383.000000 Penalty: 4784.100586
	Iteration 12Q: 3 clusters Score -3329383 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3329495.250000 Penalty: 4784.100586
	Iteration 13Q: 3 clusters Score -3329495 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3329546.750000 Penalty: 4784.100586
	Iteration 14Q: 3 clusters Score -3329547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3329591.000000 Penalty: 4784.100586
	Iteration 15Q: 3 clusters Score -3329591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3329627.500000 Penalty: 4784.100586
	Iteration 16Q: 3 clusters Score -3329628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3329656.750000 Penalty: 4784.100586
	Iteration 17Q: 3 clusters Score -3329657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3329678.500000 Penalty: 4784.100586
	Iteration 18Q: 3 clusters Score -3329678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3329697.000000 Penalty: 4784.100586
	Iteration 19Q: 3 clusters Score -3329697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3329697.500000 Penalty: 4784.100586
	Iteration 20F: 3 clusters Score -3329698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3329703.500000 Penalty: 4784.100586
	Iteration 21Q: 3 clusters Score -3329704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3329713.000000 Penalty: 4784.100586
	Iteration 22Q: 3 clusters Score -3329713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3329721.000000 Penalty: 4784.100586
	Iteration 23Q: 3 clusters Score -3329721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3329726.000000 Penalty: 4784.100586
	Iteration 24Q: 3 clusters Score -3329726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3329729.750000 Penalty: 4784.100586
	Iteration 25Q: 3 clusters Score -3329730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3329729.750000 Penalty: 4784.100586
	Iteration 26F: 3 clusters Score -3329730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -131597.500000 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -131597.5 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 374 members 
Entering Unmasked Estep 
Score: -129904.375000 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -129904.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -130208.703125 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -130208.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -130282.585938 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -130282.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -130330.554688 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -130330.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -130355.859375 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -130355.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -130373.554688 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -130373.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -130398.984375 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -130399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -130419.632812 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -130419.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -130430.625000 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -130430.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -130449.742188 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -130449.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -130486.320312 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -130486.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -130526.429688 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -130526.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -130553.445312 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -130553.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -130586.648438 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -130586.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -130615.593750 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -130615.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -130620.437500 Penalty: 3276.898682
	Iteration 15Q: 3 clusters Score -130620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -130627.578125 Penalty: 3276.898682
	Iteration 16F: 3 clusters Score -130627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -130635.085938 Penalty: 3276.898682
	Iteration 17Q: 3 clusters Score -130635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -130636.859375 Penalty: 3276.898682
	Iteration 18Q: 3 clusters Score -130636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -130642.554688 Penalty: 3276.898682
	Iteration 19Q: 3 clusters Score -130642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -130649.773438 Penalty: 3276.898682
	Iteration 20F: 3 clusters Score -130649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -130683.140625 Penalty: 3276.898682
	Iteration 21Q: 3 clusters Score -130683.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -130706.875000 Penalty: 3276.898682
	Iteration 22Q: 3 clusters Score -130706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -130729.773438 Penalty: 3276.898682
	Iteration 23Q: 3 clusters Score -130729.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -130739.976562 Penalty: 3276.898682
	Iteration 24Q: 3 clusters Score -130740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -130744.523438 Penalty: 3276.898682
	Iteration 25Q: 3 clusters Score -130744.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -130746.203125 Penalty: 3276.898682
	Iteration 26Q: 3 clusters Score -130746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -130754.617188 Penalty: 3276.898682
	Iteration 27Q: 3 clusters Score -130754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -130756.007812 Penalty: 3276.898682
	Iteration 28Q: 3 clusters Score -130756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -130756.007812 Penalty: 3276.898682
	Iteration 29F: 3 clusters Score -130756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Entering Unmasked Estep 
Score: -1639951.625000 Penalty: 2227.644043
	Iteration 0F: 2 clusters Score -1639952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1633597.625000 Penalty: 4455.288086
	Iteration 0F: 3 clusters Score -1633598 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1635353.125000 Penalty: 4455.288086
	Iteration 1F: 3 clusters Score -1635353 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1635572.125000 Penalty: 4455.288086
	Iteration 2F: 3 clusters Score -1635572 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1635740.125000 Penalty: 4455.288086
	Iteration 3Q: 3 clusters Score -1635740 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1635897.375000 Penalty: 4455.288086
	Iteration 4Q: 3 clusters Score -1635897 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1636021.875000 Penalty: 4455.288086
	Iteration 5Q: 3 clusters Score -1636022 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1636157.250000 Penalty: 4455.288086
	Iteration 6Q: 3 clusters Score -1636157 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1636298.125000 Penalty: 4455.288086
	Iteration 7Q: 3 clusters Score -1636298 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1636458.000000 Penalty: 4455.288086
	Iteration 8Q: 3 clusters Score -1636458 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1636678.000000 Penalty: 4455.288086
	Iteration 9Q: 3 clusters Score -1636678 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1636936.125000 Penalty: 4455.288086
	Iteration 10Q: 3 clusters Score -1636936 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1637194.500000 Penalty: 4455.288086
	Iteration 11Q: 3 clusters Score -1637194 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1637441.875000 Penalty: 4455.288086
	Iteration 12Q: 3 clusters Score -1637442 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1637687.875000 Penalty: 4455.288086
	Iteration 13Q: 3 clusters Score -1637688 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1637869.875000 Penalty: 4455.288086
	Iteration 14Q: 3 clusters Score -1637870 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1638053.000000 Penalty: 4455.288086
	Iteration 15Q: 3 clusters Score -1638053 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1638185.000000 Penalty: 4455.288086
	Iteration 16Q: 3 clusters Score -1638185 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1638268.250000 Penalty: 4455.288086
	Iteration 17Q: 3 clusters Score -1638268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1638323.375000 Penalty: 4455.288086
	Iteration 18Q: 3 clusters Score -1638323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1638355.750000 Penalty: 4455.288086
	Iteration 19Q: 3 clusters Score -1638356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1638387.625000 Penalty: 4455.288086
	Iteration 20F: 3 clusters Score -1638388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1638425.500000 Penalty: 4455.288086
	Iteration 21Q: 3 clusters Score -1638426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1638451.250000 Penalty: 4455.288086
	Iteration 22Q: 3 clusters Score -1638451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1638465.875000 Penalty: 4455.288086
	Iteration 23Q: 3 clusters Score -1638466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1638478.625000 Penalty: 4455.288086
	Iteration 24Q: 3 clusters Score -1638479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1638484.625000 Penalty: 4455.288086
	Iteration 25Q: 3 clusters Score -1638485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1638489.250000 Penalty: 4455.288086
	Iteration 26Q: 3 clusters Score -1638489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1638498.125000 Penalty: 4455.288086
	Iteration 27Q: 3 clusters Score -1638498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1638506.625000 Penalty: 4455.288086
	Iteration 28Q: 3 clusters Score -1638507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1638515.750000 Penalty: 4455.288086
	Iteration 29Q: 3 clusters Score -1638516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1638522.250000 Penalty: 4455.288086
	Iteration 30Q: 3 clusters Score -1638522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1638527.625000 Penalty: 4455.288086
	Iteration 31Q: 3 clusters Score -1638528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1638531.000000 Penalty: 4455.288086
	Iteration 32Q: 3 clusters Score -1638531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1638536.625000 Penalty: 4455.288086
	Iteration 33Q: 3 clusters Score -1638537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1638539.000000 Penalty: 4455.288086
	Iteration 34Q: 3 clusters Score -1638539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1638539.250000 Penalty: 4455.288086
	Iteration 35Q: 3 clusters Score -1638539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1638541.500000 Penalty: 4455.288086
	Iteration 36Q: 3 clusters Score -1638542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1638546.875000 Penalty: 4455.288086
	Iteration 37Q: 3 clusters Score -1638547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1638550.000000 Penalty: 4455.288086
	Iteration 38Q: 3 clusters Score -1638550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1638549.875000 Penalty: 4455.288086
	Iteration 39Q: 3 clusters Score -1638550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1638549.875000 Penalty: 4455.288086
	Iteration 40F: 3 clusters Score -1638550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1638552.750000 Penalty: 4455.288086
	Iteration 41Q: 3 clusters Score -1638553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1638553.500000 Penalty: 4455.288086
	Iteration 42Q: 3 clusters Score -1638554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1638555.375000 Penalty: 4455.288086
	Iteration 43Q: 3 clusters Score -1638555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1638555.000000 Penalty: 4455.288086
	Iteration 44Q: 3 clusters Score -1638555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1638557.875000 Penalty: 4455.288086
	Iteration 45Q: 3 clusters Score -1638558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1638557.875000 Penalty: 4455.288086
	Iteration 46F: 3 clusters Score -1638558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Entering Unmasked Estep 
Score: -7367704.000000 Penalty: 2621.463867
	Iteration 0F: 2 clusters Score -7367704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -7341221.000000 Penalty: 5242.927734
	Iteration 0F: 3 clusters Score -7341221 nChanged 17951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -7351085.500000 Penalty: 5242.927734
	Iteration 1F: 3 clusters Score -7351086 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -7351558.500000 Penalty: 5242.927734
	Iteration 2Q: 3 clusters Score -7351558 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -7351998.000000 Penalty: 5242.927734
	Iteration 3Q: 3 clusters Score -7351998 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -7352425.000000 Penalty: 5242.927734
	Iteration 4Q: 3 clusters Score -7352425 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -7352946.500000 Penalty: 5242.927734
	Iteration 5Q: 3 clusters Score -7352946 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -7353512.500000 Penalty: 5242.927734
	Iteration 6Q: 3 clusters Score -7353512 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -7354266.000000 Penalty: 5242.927734
	Iteration 7Q: 3 clusters Score -7354266 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -7355298.500000 Penalty: 5242.927734
	Iteration 8F: 3 clusters Score -7355298 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -7356493.500000 Penalty: 5242.927734
	Iteration 9F: 3 clusters Score -7356494 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -7358057.500000 Penalty: 5242.927734
	Iteration 10F: 3 clusters Score -7358058 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -7359898.000000 Penalty: 5242.927734
	Iteration 11F: 3 clusters Score -7359898 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -7361710.500000 Penalty: 5242.927734
	Iteration 12F: 3 clusters Score -7361710 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -7363169.000000 Penalty: 5242.927734
	Iteration 13Q: 3 clusters Score -7363169 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7364112.000000 Penalty: 5242.927734
	Iteration 14Q: 3 clusters Score -7364112 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7364636.000000 Penalty: 5242.927734
	Iteration 15Q: 3 clusters Score -7364636 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7364938.000000 Penalty: 5242.927734
	Iteration 16Q: 3 clusters Score -7364938 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7365094.000000 Penalty: 5242.927734
	Iteration 17Q: 3 clusters Score -7365094 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7365208.500000 Penalty: 5242.927734
	Iteration 18Q: 3 clusters Score -7365208 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7365270.000000 Penalty: 5242.927734
	Iteration 19Q: 3 clusters Score -7365270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7365328.500000 Penalty: 5242.927734
	Iteration 20F: 3 clusters Score -7365328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7365378.000000 Penalty: 5242.927734
	Iteration 21Q: 3 clusters Score -7365378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7365429.500000 Penalty: 5242.927734
	Iteration 22Q: 3 clusters Score -7365430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7365458.000000 Penalty: 5242.927734
	Iteration 23Q: 3 clusters Score -7365458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7365486.500000 Penalty: 5242.927734
	Iteration 24Q: 3 clusters Score -7365486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7365495.500000 Penalty: 5242.927734
	Iteration 25Q: 3 clusters Score -7365496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7365505.000000 Penalty: 5242.927734
	Iteration 26Q: 3 clusters Score -7365505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7365513.500000 Penalty: 5242.927734
	Iteration 27Q: 3 clusters Score -7365514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7365520.000000 Penalty: 5242.927734
	Iteration 28Q: 3 clusters Score -7365520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7365521.000000 Penalty: 5242.927734
	Iteration 29Q: 3 clusters Score -7365521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7365520.000000 Penalty: 5242.927734
	Iteration 30Q: 3 clusters Score -7365520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7365522.000000 Penalty: 5242.927734
	Iteration 31Q: 3 clusters Score -7365522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7365528.000000 Penalty: 5242.927734
	Iteration 32Q: 3 clusters Score -7365528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7365529.000000 Penalty: 5242.927734
	Iteration 33Q: 3 clusters Score -7365529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7365529.000000 Penalty: 5242.927734
	Iteration 34F: 3 clusters Score -7365529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Entering Unmasked Estep 
Score: -1521805.875000 Penalty: 2234.645752
	Iteration 0F: 2 clusters Score -1521806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1515336.375000 Penalty: 4469.291504
	Iteration 0F: 3 clusters Score -1515336 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1516977.125000 Penalty: 4469.291504
	Iteration 1F: 3 clusters Score -1516977 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1517266.875000 Penalty: 4469.291504
	Iteration 2F: 3 clusters Score -1517267 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1517478.000000 Penalty: 4469.291504
	Iteration 3F: 3 clusters Score -1517478 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1517662.000000 Penalty: 4469.291504
	Iteration 4Q: 3 clusters Score -1517662 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1517819.500000 Penalty: 4469.291504
	Iteration 5Q: 3 clusters Score -1517820 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1517961.375000 Penalty: 4469.291504
	Iteration 6Q: 3 clusters Score -1517961 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1518101.500000 Penalty: 4469.291504
	Iteration 7Q: 3 clusters Score -1518102 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1518225.750000 Penalty: 4469.291504
	Iteration 8Q: 3 clusters Score -1518226 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1518321.375000 Penalty: 4469.291504
	Iteration 9Q: 3 clusters Score -1518321 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1518424.625000 Penalty: 4469.291504
	Iteration 10Q: 3 clusters Score -1518425 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1518512.875000 Penalty: 4469.291504
	Iteration 11Q: 3 clusters Score -1518513 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1518581.125000 Penalty: 4469.291504
	Iteration 12Q: 3 clusters Score -1518581 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1518637.750000 Penalty: 4469.291504
	Iteration 13Q: 3 clusters Score -1518638 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1518685.625000 Penalty: 4469.291504
	Iteration 14Q: 3 clusters Score -1518686 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1518737.125000 Penalty: 4469.291504
	Iteration 15Q: 3 clusters Score -1518737 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1518790.625000 Penalty: 4469.291504
	Iteration 16Q: 3 clusters Score -1518791 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1518859.125000 Penalty: 4469.291504
	Iteration 17Q: 3 clusters Score -1518859 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1518919.250000 Penalty: 4469.291504
	Iteration 18Q: 3 clusters Score -1518919 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1518982.625000 Penalty: 4469.291504
	Iteration 19Q: 3 clusters Score -1518983 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1519051.875000 Penalty: 4469.291504
	Iteration 20F: 3 clusters Score -1519052 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1519131.750000 Penalty: 4469.291504
	Iteration 21Q: 3 clusters Score -1519132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1519204.000000 Penalty: 4469.291504
	Iteration 22Q: 3 clusters Score -1519204 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1519272.250000 Penalty: 4469.291504
	Iteration 23Q: 3 clusters Score -1519272 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1519334.250000 Penalty: 4469.291504
	Iteration 24Q: 3 clusters Score -1519334 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1519400.750000 Penalty: 4469.291504
	Iteration 25Q: 3 clusters Score -1519401 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1519472.125000 Penalty: 4469.291504
	Iteration 26Q: 3 clusters Score -1519472 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1519542.250000 Penalty: 4469.291504
	Iteration 27Q: 3 clusters Score -1519542 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1519599.375000 Penalty: 4469.291504
	Iteration 28Q: 3 clusters Score -1519599 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1519650.000000 Penalty: 4469.291504
	Iteration 29Q: 3 clusters Score -1519650 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1519691.500000 Penalty: 4469.291504
	Iteration 30Q: 3 clusters Score -1519692 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1519731.625000 Penalty: 4469.291504
	Iteration 31Q: 3 clusters Score -1519732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1519761.250000 Penalty: 4469.291504
	Iteration 32Q: 3 clusters Score -1519761 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1519787.375000 Penalty: 4469.291504
	Iteration 33Q: 3 clusters Score -1519787 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1519813.875000 Penalty: 4469.291504
	Iteration 34Q: 3 clusters Score -1519814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1519829.125000 Penalty: 4469.291504
	Iteration 35Q: 3 clusters Score -1519829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1519847.750000 Penalty: 4469.291504
	Iteration 36Q: 3 clusters Score -1519848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1519872.000000 Penalty: 4469.291504
	Iteration 37Q: 3 clusters Score -1519872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1519888.375000 Penalty: 4469.291504
	Iteration 38Q: 3 clusters Score -1519888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1519906.000000 Penalty: 4469.291504
	Iteration 39Q: 3 clusters Score -1519906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1519909.250000 Penalty: 4469.291504
	Iteration 40F: 3 clusters Score -1519909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1519916.375000 Penalty: 4469.291504
	Iteration 41Q: 3 clusters Score -1519916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1519919.625000 Penalty: 4469.291504
	Iteration 42Q: 3 clusters Score -1519920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1519924.250000 Penalty: 4469.291504
	Iteration 43Q: 3 clusters Score -1519924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1519928.125000 Penalty: 4469.291504
	Iteration 44Q: 3 clusters Score -1519928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1519931.875000 Penalty: 4469.291504
	Iteration 45Q: 3 clusters Score -1519932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1519934.250000 Penalty: 4469.291504
	Iteration 46Q: 3 clusters Score -1519934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1519942.500000 Penalty: 4469.291504
	Iteration 47Q: 3 clusters Score -1519942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1519948.125000 Penalty: 4469.291504
	Iteration 48Q: 3 clusters Score -1519948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1519950.625000 Penalty: 4469.291504
	Iteration 49Q: 3 clusters Score -1519951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1519954.750000 Penalty: 4469.291504
	Iteration 50Q: 3 clusters Score -1519955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1519957.125000 Penalty: 4469.291504
	Iteration 51Q: 3 clusters Score -1519957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1519958.375000 Penalty: 4469.291504
	Iteration 52Q: 3 clusters Score -1519958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1519961.625000 Penalty: 4469.291504
	Iteration 53Q: 3 clusters Score -1519962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1519965.000000 Penalty: 4469.291504
	Iteration 54Q: 3 clusters Score -1519965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1519964.125000 Penalty: 4469.291504
	Iteration 55Q: 3 clusters Score -1519964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1519965.250000 Penalty: 4469.291504
	Iteration 56Q: 3 clusters Score -1519965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1519966.125000 Penalty: 4469.291504
	Iteration 57Q: 3 clusters Score -1519966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1519965.000000 Penalty: 4469.291504
	Iteration 58Q: 3 clusters Score -1519965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1519969.500000 Penalty: 4469.291504
	Iteration 59Q: 3 clusters Score -1519970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1519968.625000 Penalty: 4469.291504
	Iteration 60F: 3 clusters Score -1519969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1519968.625000 Penalty: 4469.291504
	Iteration 61Q: 3 clusters Score -1519969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1519972.125000 Penalty: 4469.291504
	Iteration 62Q: 3 clusters Score -1519972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1519972.125000 Penalty: 4469.291504
	Iteration 63F: 3 clusters Score -1519972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -51947.734375 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -51947.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50715.359375 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -50715.36 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50991.718750 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -50991.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51142.078125 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -51142.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51233.648438 Penalty: 2960.479004
	Iteration 3Q: 3 clusters Score -51233.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51288.140625 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -51288.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51309.375000 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -51309.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51331.335938 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -51331.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51349.839844 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -51349.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51354.894531 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -51354.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51354.894531 Penalty: 2960.479004
	Iteration 9F: 3 clusters Score -51354.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -48836.179688 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -48836.18 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 161 members 
Entering Unmasked Estep 
Score: -47673.027344 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -47673.03 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47819.148438 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -47819.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47858.628906 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -47858.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47909.480469 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -47909.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47969.679688 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -47969.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48003.644531 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -48003.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48075.191406 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -48075.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48164.035156 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -48164.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48194.605469 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -48194.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48245.496094 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -48245.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48257.457031 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -48257.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48257.457031 Penalty: 2862.634766
	Iteration 11F: 3 clusters Score -48257.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -89884.335938 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -89884.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -88353.609375 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -88353.61 nChanged 143
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: -88661.281250 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -88661.28 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -88906.875000 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -88906.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88989.156250 Penalty: 3160.319580
	Iteration 3F: 3 clusters Score -88989.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -89047.015625 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -89047.02 nChanged 20
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: -89138.585938 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -89138.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -89157.015625 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -89157.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -89165.710938 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -89165.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -89177.226562 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -89177.23 nChanged 1
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: -89178.687500 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -89178.69 nChanged 0
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: -89178.687500 Penalty: 3160.319580
	Iteration 10F: 3 clusters Score -89178.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -57456.347656 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -57456.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -56175.914062 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -56175.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -56290.925781 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -56290.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -56324.832031 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -56324.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -56329.230469 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -56329.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -56344.476562 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -56344.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -56355.566406 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -56355.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -56361.562500 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -56361.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -56367.730469 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -56367.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -56372.851562 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -56372.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -56376.355469 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -56376.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -56376.355469 Penalty: 2862.634766
	Iteration 10F: 3 clusters Score -56376.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -787889.562500 Penalty: 2073.819580
	Iteration 0F: 2 clusters Score -787889.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -783855.250000 Penalty: 4147.639160
	Iteration 0F: 3 clusters Score -783855.2 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -784935.437500 Penalty: 4147.639160
	Iteration 1F: 3 clusters Score -784935.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -785332.687500 Penalty: 4147.639160
	Iteration 2F: 3 clusters Score -785332.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -785755.937500 Penalty: 4147.639160
	Iteration 3F: 3 clusters Score -785755.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -786304.312500 Penalty: 4147.639160
	Iteration 4F: 3 clusters Score -786304.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -786813.812500 Penalty: 4147.639160
	Iteration 5F: 3 clusters Score -786813.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -787284.750000 Penalty: 4147.639160
	Iteration 6F: 3 clusters Score -787284.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -787660.250000 Penalty: 4147.639160
	Iteration 7F: 3 clusters Score -787660.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -787869.187500 Penalty: 4147.639160
	Iteration 8Q: 3 clusters Score -787869.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -787957.312500 Penalty: 4147.639160
	Iteration 9Q: 3 clusters Score -787957.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -788022.437500 Penalty: 4147.639160
	Iteration 10Q: 3 clusters Score -788022.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -788050.437500 Penalty: 4147.639160
	Iteration 11Q: 3 clusters Score -788050.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -788068.375000 Penalty: 4147.639160
	Iteration 12Q: 3 clusters Score -788068.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -788087.375000 Penalty: 4147.639160
	Iteration 13Q: 3 clusters Score -788087.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -788102.812500 Penalty: 4147.639160
	Iteration 14Q: 3 clusters Score -788102.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -788111.625000 Penalty: 4147.639160
	Iteration 15Q: 3 clusters Score -788111.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -788115.312500 Penalty: 4147.639160
	Iteration 16Q: 3 clusters Score -788115.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -788117.000000 Penalty: 4147.639160
	Iteration 17Q: 3 clusters Score -788117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -788118.187500 Penalty: 4147.639160
	Iteration 18Q: 3 clusters Score -788118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -788119.750000 Penalty: 4147.639160
	Iteration 19Q: 3 clusters Score -788119.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -788119.250000 Penalty: 4147.639160
	Iteration 20F: 3 clusters Score -788119.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 22122 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3882 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5388 members 
Mstep: Class 13 contains 31554 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15450 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7962 members 
Mstep: Class 19 contains 38965 members 
Mstep: Class 20 contains 8190 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 2541 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13846 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14324 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19310 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3433 members 
Mstep: Class 35 contains 1741 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15560 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28086 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16088 members 
Mstep: Class 53 contains 2390 members 
Mstep: Class 54 contains 35447 members 
Mstep: Class 55 contains 25997 members 
Mstep: Class 56 contains 29942 members 
Mstep: Class 57 contains 36420 members 
Entering Unmasked Estep 
Score: -84246336.000000 Penalty: 183523.656250
Splitting cluster 25 changes total score from -84247104.000000 to -84246336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Entering Unmasked Estep 
Score: -935534.937500 Penalty: 2103.992920
	Iteration 0F: 2 clusters Score -935534.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -931182.625000 Penalty: 4207.985840
	Iteration 0F: 3 clusters Score -931182.6 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -932269.750000 Penalty: 4207.985840
	Iteration 1F: 3 clusters Score -932269.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -932530.500000 Penalty: 4207.985840
	Iteration 2F: 3 clusters Score -932530.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -932731.375000 Penalty: 4207.985840
	Iteration 3F: 3 clusters Score -932731.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -932900.625000 Penalty: 4207.985840
	Iteration 4Q: 3 clusters Score -932900.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -933022.625000 Penalty: 4207.985840
	Iteration 5Q: 3 clusters Score -933022.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -933102.875000 Penalty: 4207.985840
	Iteration 6Q: 3 clusters Score -933102.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -933157.687500 Penalty: 4207.985840
	Iteration 7Q: 3 clusters Score -933157.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -933196.437500 Penalty: 4207.985840
	Iteration 8Q: 3 clusters Score -933196.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -933227.625000 Penalty: 4207.985840
	Iteration 9Q: 3 clusters Score -933227.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -933263.312500 Penalty: 4207.985840
	Iteration 10Q: 3 clusters Score -933263.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -933298.500000 Penalty: 4207.985840
	Iteration 11Q: 3 clusters Score -933298.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -933330.687500 Penalty: 4207.985840
	Iteration 12Q: 3 clusters Score -933330.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -933353.187500 Penalty: 4207.985840
	Iteration 13Q: 3 clusters Score -933353.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -933378.500000 Penalty: 4207.985840
	Iteration 14Q: 3 clusters Score -933378.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -933395.125000 Penalty: 4207.985840
	Iteration 15Q: 3 clusters Score -933395.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -933409.375000 Penalty: 4207.985840
	Iteration 16Q: 3 clusters Score -933409.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -933417.687500 Penalty: 4207.985840
	Iteration 17Q: 3 clusters Score -933417.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -933424.062500 Penalty: 4207.985840
	Iteration 18Q: 3 clusters Score -933424.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -933432.562500 Penalty: 4207.985840
	Iteration 19Q: 3 clusters Score -933432.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -933438.125000 Penalty: 4207.985840
	Iteration 20F: 3 clusters Score -933438.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -933444.062500 Penalty: 4207.985840
	Iteration 21Q: 3 clusters Score -933444.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -933454.937500 Penalty: 4207.985840
	Iteration 22Q: 3 clusters Score -933454.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -933465.125000 Penalty: 4207.985840
	Iteration 23Q: 3 clusters Score -933465.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -933475.250000 Penalty: 4207.985840
	Iteration 24Q: 3 clusters Score -933475.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -933486.937500 Penalty: 4207.985840
	Iteration 25Q: 3 clusters Score -933486.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -933496.687500 Penalty: 4207.985840
	Iteration 26Q: 3 clusters Score -933496.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -933510.312500 Penalty: 4207.985840
	Iteration 27Q: 3 clusters Score -933510.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -933522.312500 Penalty: 4207.985840
	Iteration 28Q: 3 clusters Score -933522.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -933524.562500 Penalty: 4207.985840
	Iteration 29Q: 3 clusters Score -933524.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -933531.812500 Penalty: 4207.985840
	Iteration 30Q: 3 clusters Score -933531.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -933538.125000 Penalty: 4207.985840
	Iteration 31Q: 3 clusters Score -933538.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -933542.812500 Penalty: 4207.985840
	Iteration 32Q: 3 clusters Score -933542.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -933550.312500 Penalty: 4207.985840
	Iteration 33Q: 3 clusters Score -933550.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -933557.625000 Penalty: 4207.985840
	Iteration 34Q: 3 clusters Score -933557.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -933564.562500 Penalty: 4207.985840
	Iteration 35Q: 3 clusters Score -933564.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -933571.125000 Penalty: 4207.985840
	Iteration 36Q: 3 clusters Score -933571.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -933576.125000 Penalty: 4207.985840
	Iteration 37Q: 3 clusters Score -933576.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -933580.312500 Penalty: 4207.985840
	Iteration 38Q: 3 clusters Score -933580.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -933584.812500 Penalty: 4207.985840
	Iteration 39Q: 3 clusters Score -933584.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -933593.750000 Penalty: 4207.985840
	Iteration 40F: 3 clusters Score -933593.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -933604.375000 Penalty: 4207.985840
	Iteration 41Q: 3 clusters Score -933604.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -933619.250000 Penalty: 4207.985840
	Iteration 42Q: 3 clusters Score -933619.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -933631.812500 Penalty: 4207.985840
	Iteration 43Q: 3 clusters Score -933631.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -933651.687500 Penalty: 4207.985840
	Iteration 44Q: 3 clusters Score -933651.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -933674.500000 Penalty: 4207.985840
	Iteration 45Q: 3 clusters Score -933674.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -933692.562500 Penalty: 4207.985840
	Iteration 46Q: 3 clusters Score -933692.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -933703.000000 Penalty: 4207.985840
	Iteration 47Q: 3 clusters Score -933703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -933714.062500 Penalty: 4207.985840
	Iteration 48Q: 3 clusters Score -933714.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -933727.000000 Penalty: 4207.985840
	Iteration 49Q: 3 clusters Score -933727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -933735.562500 Penalty: 4207.985840
	Iteration 50Q: 3 clusters Score -933735.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -933743.750000 Penalty: 4207.985840
	Iteration 51Q: 3 clusters Score -933743.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -933753.937500 Penalty: 4207.985840
	Iteration 52Q: 3 clusters Score -933753.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -933767.375000 Penalty: 4207.985840
	Iteration 53Q: 3 clusters Score -933767.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -933771.062500 Penalty: 4207.985840
	Iteration 54Q: 3 clusters Score -933771.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -933775.562500 Penalty: 4207.985840
	Iteration 55Q: 3 clusters Score -933775.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -933779.187500 Penalty: 4207.985840
	Iteration 56Q: 3 clusters Score -933779.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -933782.187500 Penalty: 4207.985840
	Iteration 57Q: 3 clusters Score -933782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -933783.562500 Penalty: 4207.985840
	Iteration 58Q: 3 clusters Score -933783.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -933783.562500 Penalty: 4207.985840
	Iteration 59F: 3 clusters Score -933783.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Entering Unmasked Estep 
Score: -2694077.000000 Penalty: 2364.866211
	Iteration 0F: 2 clusters Score -2694077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2683984.750000 Penalty: 4729.732422
	Iteration 0F: 3 clusters Score -2683985 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2687144.500000 Penalty: 4729.732422
	Iteration 1F: 3 clusters Score -2687144 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2687425.000000 Penalty: 4729.732422
	Iteration 2F: 3 clusters Score -2687425 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2687609.250000 Penalty: 4729.732422
	Iteration 3Q: 3 clusters Score -2687609 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2687761.750000 Penalty: 4729.732422
	Iteration 4Q: 3 clusters Score -2687762 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2687871.000000 Penalty: 4729.732422
	Iteration 5Q: 3 clusters Score -2687871 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2687959.750000 Penalty: 4729.732422
	Iteration 6Q: 3 clusters Score -2687960 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2688034.250000 Penalty: 4729.732422
	Iteration 7Q: 3 clusters Score -2688034 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2688097.750000 Penalty: 4729.732422
	Iteration 8Q: 3 clusters Score -2688098 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2688146.750000 Penalty: 4729.732422
	Iteration 9Q: 3 clusters Score -2688147 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2688195.500000 Penalty: 4729.732422
	Iteration 10Q: 3 clusters Score -2688196 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2688249.500000 Penalty: 4729.732422
	Iteration 11Q: 3 clusters Score -2688250 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2688316.000000 Penalty: 4729.732422
	Iteration 12Q: 3 clusters Score -2688316 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2688383.750000 Penalty: 4729.732422
	Iteration 13Q: 3 clusters Score -2688384 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2688460.750000 Penalty: 4729.732422
	Iteration 14Q: 3 clusters Score -2688461 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2688558.500000 Penalty: 4729.732422
	Iteration 15Q: 3 clusters Score -2688558 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2688683.000000 Penalty: 4729.732422
	Iteration 16Q: 3 clusters Score -2688683 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2688837.500000 Penalty: 4729.732422
	Iteration 17Q: 3 clusters Score -2688838 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2689076.500000 Penalty: 4729.732422
	Iteration 18Q: 3 clusters Score -2689076 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2689349.500000 Penalty: 4729.732422
	Iteration 19Q: 3 clusters Score -2689350 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2689719.250000 Penalty: 4729.732422
	Iteration 20F: 3 clusters Score -2689719 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2690150.500000 Penalty: 4729.732422
	Iteration 21Q: 3 clusters Score -2690150 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2690590.750000 Penalty: 4729.732422
	Iteration 22Q: 3 clusters Score -2690591 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2690991.750000 Penalty: 4729.732422
	Iteration 23Q: 3 clusters Score -2690992 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2691330.250000 Penalty: 4729.732422
	Iteration 24Q: 3 clusters Score -2691330 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2691561.250000 Penalty: 4729.732422
	Iteration 25Q: 3 clusters Score -2691561 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2691693.250000 Penalty: 4729.732422
	Iteration 26Q: 3 clusters Score -2691693 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2691776.750000 Penalty: 4729.732422
	Iteration 27Q: 3 clusters Score -2691777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2691829.500000 Penalty: 4729.732422
	Iteration 28Q: 3 clusters Score -2691830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2691858.500000 Penalty: 4729.732422
	Iteration 29Q: 3 clusters Score -2691858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2691875.500000 Penalty: 4729.732422
	Iteration 30Q: 3 clusters Score -2691876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2691902.250000 Penalty: 4729.732422
	Iteration 31Q: 3 clusters Score -2691902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2691927.000000 Penalty: 4729.732422
	Iteration 32Q: 3 clusters Score -2691927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2691943.750000 Penalty: 4729.732422
	Iteration 33Q: 3 clusters Score -2691944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2691959.000000 Penalty: 4729.732422
	Iteration 34Q: 3 clusters Score -2691959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2691965.750000 Penalty: 4729.732422
	Iteration 35Q: 3 clusters Score -2691966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2691978.000000 Penalty: 4729.732422
	Iteration 36Q: 3 clusters Score -2691978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2691990.750000 Penalty: 4729.732422
	Iteration 37Q: 3 clusters Score -2691991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2691998.000000 Penalty: 4729.732422
	Iteration 38Q: 3 clusters Score -2691998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2692001.750000 Penalty: 4729.732422
	Iteration 39Q: 3 clusters Score -2692002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2692005.500000 Penalty: 4729.732422
	Iteration 40F: 3 clusters Score -2692006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2692007.250000 Penalty: 4729.732422
	Iteration 41Q: 3 clusters Score -2692007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2692009.000000 Penalty: 4729.732422
	Iteration 42Q: 3 clusters Score -2692009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2692009.000000 Penalty: 4729.732422
	Iteration 43F: 3 clusters Score -2692009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16962.708984 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -16962.71 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 118 members 
Entering Unmasked Estep 
Score: -15930.679688 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -15930.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16193.633789 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -16193.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16314.967773 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -16314.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16371.688477 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -16371.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16407.263672 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -16407.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16413.802734 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -16413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16418.984375 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -16418.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16420.644531 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -16420.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16424.357422 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -16424.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16424.357422 Penalty: 2730.644531
	Iteration 9F: 3 clusters Score -16424.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -167467.156250 Penalty: 1711.381226
	Iteration 0F: 2 clusters Score -167467.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -165670.843750 Penalty: 3422.762451
	Iteration 0F: 3 clusters Score -165670.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -166138.359375 Penalty: 3422.762451
	Iteration 1F: 3 clusters Score -166138.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -166321.921875 Penalty: 3422.762451
	Iteration 2F: 3 clusters Score -166321.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -166441.609375 Penalty: 3422.762451
	Iteration 3F: 3 clusters Score -166441.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -166501.984375 Penalty: 3422.762451
	Iteration 4Q: 3 clusters Score -166502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -166533.625000 Penalty: 3422.762451
	Iteration 5Q: 3 clusters Score -166533.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -166574.312500 Penalty: 3422.762451
	Iteration 6Q: 3 clusters Score -166574.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -166616.234375 Penalty: 3422.762451
	Iteration 7Q: 3 clusters Score -166616.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -166666.687500 Penalty: 3422.762451
	Iteration 8Q: 3 clusters Score -166666.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -166693.812500 Penalty: 3422.762451
	Iteration 9Q: 3 clusters Score -166693.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -166707.312500 Penalty: 3422.762451
	Iteration 10Q: 3 clusters Score -166707.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -166724.171875 Penalty: 3422.762451
	Iteration 11Q: 3 clusters Score -166724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -166733.203125 Penalty: 3422.762451
	Iteration 12Q: 3 clusters Score -166733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -166736.984375 Penalty: 3422.762451
	Iteration 13Q: 3 clusters Score -166737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -166738.406250 Penalty: 3422.762451
	Iteration 14Q: 3 clusters Score -166738.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -166742.750000 Penalty: 3422.762451
	Iteration 15Q: 3 clusters Score -166742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -166743.875000 Penalty: 3422.762451
	Iteration 16Q: 3 clusters Score -166743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -166745.515625 Penalty: 3422.762451
	Iteration 17Q: 3 clusters Score -166745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -166748.281250 Penalty: 3422.762451
	Iteration 18Q: 3 clusters Score -166748.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -166748.765625 Penalty: 3422.762451
	Iteration 19Q: 3 clusters Score -166748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -166749.828125 Penalty: 3422.762451
	Iteration 20F: 3 clusters Score -166749.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Entering Unmasked Estep 
Score: -3070220.250000 Penalty: 2373.283447
	Iteration 0F: 2 clusters Score -3070220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -3060217.000000 Penalty: 4746.566895
	Iteration 0F: 3 clusters Score -3060217 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3063402.750000 Penalty: 4746.566895
	Iteration 1F: 3 clusters Score -3063403 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -3063761.500000 Penalty: 4746.566895
	Iteration 2F: 3 clusters Score -3063762 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3064113.500000 Penalty: 4746.566895
	Iteration 3F: 3 clusters Score -3064114 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3064416.500000 Penalty: 4746.566895
	Iteration 4Q: 3 clusters Score -3064416 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -3064727.250000 Penalty: 4746.566895
	Iteration 5Q: 3 clusters Score -3064727 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3065108.500000 Penalty: 4746.566895
	Iteration 6Q: 3 clusters Score -3065108 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3065651.500000 Penalty: 4746.566895
	Iteration 7F: 3 clusters Score -3065652 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3066365.000000 Penalty: 4746.566895
	Iteration 8F: 3 clusters Score -3066365 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3067111.000000 Penalty: 4746.566895
	Iteration 9F: 3 clusters Score -3067111 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3067778.500000 Penalty: 4746.566895
	Iteration 10F: 3 clusters Score -3067778 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3068132.750000 Penalty: 4746.566895
	Iteration 11Q: 3 clusters Score -3068133 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3068273.750000 Penalty: 4746.566895
	Iteration 12Q: 3 clusters Score -3068274 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3068344.250000 Penalty: 4746.566895
	Iteration 13Q: 3 clusters Score -3068344 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3068393.250000 Penalty: 4746.566895
	Iteration 14Q: 3 clusters Score -3068393 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3068429.750000 Penalty: 4746.566895
	Iteration 15Q: 3 clusters Score -3068430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3068443.750000 Penalty: 4746.566895
	Iteration 16Q: 3 clusters Score -3068444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3068446.500000 Penalty: 4746.566895
	Iteration 17Q: 3 clusters Score -3068446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3068472.500000 Penalty: 4746.566895
	Iteration 18Q: 3 clusters Score -3068472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3068478.750000 Penalty: 4746.566895
	Iteration 19Q: 3 clusters Score -3068479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3068485.250000 Penalty: 4746.566895
	Iteration 20F: 3 clusters Score -3068485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3068488.250000 Penalty: 4746.566895
	Iteration 21Q: 3 clusters Score -3068488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3068499.750000 Penalty: 4746.566895
	Iteration 22Q: 3 clusters Score -3068500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3068496.750000 Penalty: 4746.566895
	Iteration 23Q: 3 clusters Score -3068497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3068497.500000 Penalty: 4746.566895
	Iteration 24Q: 3 clusters Score -3068498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3068496.250000 Penalty: 4746.566895
	Iteration 25Q: 3 clusters Score -3068496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3068494.500000 Penalty: 4746.566895
	Iteration 26Q: 3 clusters Score -3068494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -3068504.750000 Penalty: 4746.566895
	Iteration 27Q: 3 clusters Score -3068505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3068508.750000 Penalty: 4746.566895
	Iteration 28Q: 3 clusters Score -3068509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3068501.000000 Penalty: 4746.566895
	Iteration 29Q: 3 clusters Score -3068501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3068503.000000 Penalty: 4746.566895
	Iteration 30Q: 3 clusters Score -3068503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3068503.250000 Penalty: 4746.566895
	Iteration 31Q: 3 clusters Score -3068503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3068504.750000 Penalty: 4746.566895
	Iteration 32Q: 3 clusters Score -3068505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3068503.000000 Penalty: 4746.566895
	Iteration 33Q: 3 clusters Score -3068503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3068504.750000 Penalty: 4746.566895
	Iteration 34Q: 3 clusters Score -3068505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3068501.500000 Penalty: 4746.566895
	Iteration 35Q: 3 clusters Score -3068502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3068501.500000 Penalty: 4746.566895
	Iteration 36F: 3 clusters Score -3068502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Entering Unmasked Estep 
Score: -397648.187500 Penalty: 1888.104614
	Iteration 0F: 2 clusters Score -397648.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -395033.500000 Penalty: 3776.209229
	Iteration 0F: 3 clusters Score -395033.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -395527.093750 Penalty: 3776.209229
	Iteration 1F: 3 clusters Score -395527.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -395656.500000 Penalty: 3776.209229
	Iteration 2F: 3 clusters Score -395656.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -395733.687500 Penalty: 3776.209229
	Iteration 3Q: 3 clusters Score -395733.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -395799.375000 Penalty: 3776.209229
	Iteration 4Q: 3 clusters Score -395799.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -395864.156250 Penalty: 3776.209229
	Iteration 5Q: 3 clusters Score -395864.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -395942.781250 Penalty: 3776.209229
	Iteration 6Q: 3 clusters Score -395942.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -395994.593750 Penalty: 3776.209229
	Iteration 7Q: 3 clusters Score -395994.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -396033.593750 Penalty: 3776.209229
	Iteration 8Q: 3 clusters Score -396033.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -396067.343750 Penalty: 3776.209229
	Iteration 9Q: 3 clusters Score -396067.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -396100.125000 Penalty: 3776.209229
	Iteration 10Q: 3 clusters Score -396100.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -396131.531250 Penalty: 3776.209229
	Iteration 11Q: 3 clusters Score -396131.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -396167.062500 Penalty: 3776.209229
	Iteration 12Q: 3 clusters Score -396167.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -396196.281250 Penalty: 3776.209229
	Iteration 13Q: 3 clusters Score -396196.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -396219.625000 Penalty: 3776.209229
	Iteration 14Q: 3 clusters Score -396219.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -396237.281250 Penalty: 3776.209229
	Iteration 15Q: 3 clusters Score -396237.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -396250.875000 Penalty: 3776.209229
	Iteration 16Q: 3 clusters Score -396250.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -396262.531250 Penalty: 3776.209229
	Iteration 17Q: 3 clusters Score -396262.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -396274.187500 Penalty: 3776.209229
	Iteration 18Q: 3 clusters Score -396274.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -396286.437500 Penalty: 3776.209229
	Iteration 19Q: 3 clusters Score -396286.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -396295.312500 Penalty: 3776.209229
	Iteration 20F: 3 clusters Score -396295.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -396303.468750 Penalty: 3776.209229
	Iteration 21Q: 3 clusters Score -396303.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -396312.625000 Penalty: 3776.209229
	Iteration 22Q: 3 clusters Score -396312.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -396318.375000 Penalty: 3776.209229
	Iteration 23Q: 3 clusters Score -396318.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -396324.718750 Penalty: 3776.209229
	Iteration 24Q: 3 clusters Score -396324.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -396328.187500 Penalty: 3776.209229
	Iteration 25Q: 3 clusters Score -396328.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -396333.687500 Penalty: 3776.209229
	Iteration 26Q: 3 clusters Score -396333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -396335.437500 Penalty: 3776.209229
	Iteration 27Q: 3 clusters Score -396335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -396335.562500 Penalty: 3776.209229
	Iteration 28Q: 3 clusters Score -396335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -396337.718750 Penalty: 3776.209229
	Iteration 29Q: 3 clusters Score -396337.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -396340.031250 Penalty: 3776.209229
	Iteration 30Q: 3 clusters Score -396340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -396340.031250 Penalty: 3776.209229
	Iteration 31F: 3 clusters Score -396340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Entering Unmasked Estep 
Score: -4035989.000000 Penalty: 2447.357910
	Iteration 0F: 2 clusters Score -4035989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -4022711.500000 Penalty: 4894.715820
	Iteration 0F: 3 clusters Score -4022712 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -4027143.500000 Penalty: 4894.715820
	Iteration 1F: 3 clusters Score -4027144 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -4027558.000000 Penalty: 4894.715820
	Iteration 2F: 3 clusters Score -4027558 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -4027897.000000 Penalty: 4894.715820
	Iteration 3Q: 3 clusters Score -4027897 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -4028158.500000 Penalty: 4894.715820
	Iteration 4Q: 3 clusters Score -4028158 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -4028414.250000 Penalty: 4894.715820
	Iteration 5Q: 3 clusters Score -4028414 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -4028635.750000 Penalty: 4894.715820
	Iteration 6Q: 3 clusters Score -4028636 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -4028846.000000 Penalty: 4894.715820
	Iteration 7Q: 3 clusters Score -4028846 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -4029059.750000 Penalty: 4894.715820
	Iteration 8Q: 3 clusters Score -4029060 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -4029303.250000 Penalty: 4894.715820
	Iteration 9Q: 3 clusters Score -4029303 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -4029529.500000 Penalty: 4894.715820
	Iteration 10Q: 3 clusters Score -4029530 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -4029765.500000 Penalty: 4894.715820
	Iteration 11Q: 3 clusters Score -4029766 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4030007.250000 Penalty: 4894.715820
	Iteration 12Q: 3 clusters Score -4030007 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4030297.000000 Penalty: 4894.715820
	Iteration 13Q: 3 clusters Score -4030297 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -4030586.500000 Penalty: 4894.715820
	Iteration 14Q: 3 clusters Score -4030586 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -4030917.250000 Penalty: 4894.715820
	Iteration 15Q: 3 clusters Score -4030917 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -4031247.750000 Penalty: 4894.715820
	Iteration 16Q: 3 clusters Score -4031248 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -4031550.500000 Penalty: 4894.715820
	Iteration 17Q: 3 clusters Score -4031550 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -4031841.250000 Penalty: 4894.715820
	Iteration 18Q: 3 clusters Score -4031841 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -4032076.750000 Penalty: 4894.715820
	Iteration 19Q: 3 clusters Score -4032077 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -4032281.000000 Penalty: 4894.715820
	Iteration 20F: 3 clusters Score -4032281 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -4032467.750000 Penalty: 4894.715820
	Iteration 21Q: 3 clusters Score -4032468 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4032610.000000 Penalty: 4894.715820
	Iteration 22Q: 3 clusters Score -4032610 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4032729.500000 Penalty: 4894.715820
	Iteration 23Q: 3 clusters Score -4032730 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4032846.250000 Penalty: 4894.715820
	Iteration 24Q: 3 clusters Score -4032846 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4032966.750000 Penalty: 4894.715820
	Iteration 25Q: 3 clusters Score -4032967 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4033077.500000 Penalty: 4894.715820
	Iteration 26Q: 3 clusters Score -4033078 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4033166.250000 Penalty: 4894.715820
	Iteration 27Q: 3 clusters Score -4033166 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4033257.500000 Penalty: 4894.715820
	Iteration 28Q: 3 clusters Score -4033258 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4033340.750000 Penalty: 4894.715820
	Iteration 29Q: 3 clusters Score -4033341 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4033397.250000 Penalty: 4894.715820
	Iteration 30Q: 3 clusters Score -4033397 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4033445.000000 Penalty: 4894.715820
	Iteration 31Q: 3 clusters Score -4033445 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4033469.750000 Penalty: 4894.715820
	Iteration 32Q: 3 clusters Score -4033470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4033518.750000 Penalty: 4894.715820
	Iteration 33Q: 3 clusters Score -4033519 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4033556.750000 Penalty: 4894.715820
	Iteration 34Q: 3 clusters Score -4033557 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4033595.750000 Penalty: 4894.715820
	Iteration 35Q: 3 clusters Score -4033596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4033636.500000 Penalty: 4894.715820
	Iteration 36Q: 3 clusters Score -4033636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4033661.750000 Penalty: 4894.715820
	Iteration 37Q: 3 clusters Score -4033662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4033692.000000 Penalty: 4894.715820
	Iteration 38Q: 3 clusters Score -4033692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4033715.000000 Penalty: 4894.715820
	Iteration 39Q: 3 clusters Score -4033715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4033742.250000 Penalty: 4894.715820
	Iteration 40F: 3 clusters Score -4033742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4033764.250000 Penalty: 4894.715820
	Iteration 41Q: 3 clusters Score -4033764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4033780.250000 Penalty: 4894.715820
	Iteration 42Q: 3 clusters Score -4033780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4033801.750000 Penalty: 4894.715820
	Iteration 43Q: 3 clusters Score -4033802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4033803.250000 Penalty: 4894.715820
	Iteration 44Q: 3 clusters Score -4033803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4033816.750000 Penalty: 4894.715820
	Iteration 45Q: 3 clusters Score -4033817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4033826.250000 Penalty: 4894.715820
	Iteration 46Q: 3 clusters Score -4033826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4033839.250000 Penalty: 4894.715820
	Iteration 47Q: 3 clusters Score -4033839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4033846.500000 Penalty: 4894.715820
	Iteration 48Q: 3 clusters Score -4033846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4033849.750000 Penalty: 4894.715820
	Iteration 49Q: 3 clusters Score -4033850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4033852.000000 Penalty: 4894.715820
	Iteration 50Q: 3 clusters Score -4033852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4033859.250000 Penalty: 4894.715820
	Iteration 51Q: 3 clusters Score -4033859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4033864.500000 Penalty: 4894.715820
	Iteration 52Q: 3 clusters Score -4033864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4033871.500000 Penalty: 4894.715820
	Iteration 53Q: 3 clusters Score -4033872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4033871.500000 Penalty: 4894.715820
	Iteration 54Q: 3 clusters Score -4033872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4033881.000000 Penalty: 4894.715820
	Iteration 55Q: 3 clusters Score -4033881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4033879.250000 Penalty: 4894.715820
	Iteration 56Q: 3 clusters Score -4033879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4033879.750000 Penalty: 4894.715820
	Iteration 57Q: 3 clusters Score -4033880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4033882.500000 Penalty: 4894.715820
	Iteration 58Q: 3 clusters Score -4033882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4033879.500000 Penalty: 4894.715820
	Iteration 59Q: 3 clusters Score -4033880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4033877.000000 Penalty: 4894.715820
	Iteration 60F: 3 clusters Score -4033877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -472955.843750 Penalty: 1930.136230
	Iteration 0F: 2 clusters Score -472955.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -470099.906250 Penalty: 3860.272461
	Iteration 0F: 3 clusters Score -470099.9 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -470768.468750 Penalty: 3860.272461
	Iteration 1F: 3 clusters Score -470768.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -471006.156250 Penalty: 3860.272461
	Iteration 2F: 3 clusters Score -471006.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -471154.875000 Penalty: 3860.272461
	Iteration 3F: 3 clusters Score -471154.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -471284.281250 Penalty: 3860.272461
	Iteration 4Q: 3 clusters Score -471284.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -471376.937500 Penalty: 3860.272461
	Iteration 5Q: 3 clusters Score -471376.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -471458.125000 Penalty: 3860.272461
	Iteration 6Q: 3 clusters Score -471458.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -471524.218750 Penalty: 3860.272461
	Iteration 7Q: 3 clusters Score -471524.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -471582.312500 Penalty: 3860.272461
	Iteration 8Q: 3 clusters Score -471582.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -471621.531250 Penalty: 3860.272461
	Iteration 9Q: 3 clusters Score -471621.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -471646.093750 Penalty: 3860.272461
	Iteration 10Q: 3 clusters Score -471646.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -471672.812500 Penalty: 3860.272461
	Iteration 11Q: 3 clusters Score -471672.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -471690.812500 Penalty: 3860.272461
	Iteration 12Q: 3 clusters Score -471690.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -471700.750000 Penalty: 3860.272461
	Iteration 13Q: 3 clusters Score -471700.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -471707.250000 Penalty: 3860.272461
	Iteration 14Q: 3 clusters Score -471707.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -471715.656250 Penalty: 3860.272461
	Iteration 15Q: 3 clusters Score -471715.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -471727.281250 Penalty: 3860.272461
	Iteration 16Q: 3 clusters Score -471727.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -471738.312500 Penalty: 3860.272461
	Iteration 17Q: 3 clusters Score -471738.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -471748.468750 Penalty: 3860.272461
	Iteration 18Q: 3 clusters Score -471748.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -471756.625000 Penalty: 3860.272461
	Iteration 19Q: 3 clusters Score -471756.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -471760.125000 Penalty: 3860.272461
	Iteration 20F: 3 clusters Score -471760.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -471763.281250 Penalty: 3860.272461
	Iteration 21Q: 3 clusters Score -471763.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -471764.312500 Penalty: 3860.272461
	Iteration 22Q: 3 clusters Score -471764.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -471768.062500 Penalty: 3860.272461
	Iteration 23Q: 3 clusters Score -471768.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -471771.343750 Penalty: 3860.272461
	Iteration 24Q: 3 clusters Score -471771.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -471776.156250 Penalty: 3860.272461
	Iteration 25Q: 3 clusters Score -471776.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -471780.187500 Penalty: 3860.272461
	Iteration 26Q: 3 clusters Score -471780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -471780.000000 Penalty: 3860.272461
	Iteration 27Q: 3 clusters Score -471780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -471780.000000 Penalty: 3860.272461
	Iteration 28F: 3 clusters Score -471780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Entering Unmasked Estep 
Score: -670596.812500 Penalty: 2019.015015
	Iteration 0F: 2 clusters Score -670596.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -666978.375000 Penalty: 4038.030029
	Iteration 0F: 3 clusters Score -666978.4 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -667734.437500 Penalty: 4038.030029
	Iteration 1F: 3 clusters Score -667734.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -667908.875000 Penalty: 4038.030029
	Iteration 2F: 3 clusters Score -667908.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -668005.750000 Penalty: 4038.030029
	Iteration 3Q: 3 clusters Score -668005.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -668071.312500 Penalty: 4038.030029
	Iteration 4Q: 3 clusters Score -668071.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -668116.250000 Penalty: 4038.030029
	Iteration 5Q: 3 clusters Score -668116.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -668152.687500 Penalty: 4038.030029
	Iteration 6Q: 3 clusters Score -668152.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -668179.375000 Penalty: 4038.030029
	Iteration 7Q: 3 clusters Score -668179.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -668211.750000 Penalty: 4038.030029
	Iteration 8Q: 3 clusters Score -668211.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -668245.562500 Penalty: 4038.030029
	Iteration 9Q: 3 clusters Score -668245.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -668295.812500 Penalty: 4038.030029
	Iteration 10Q: 3 clusters Score -668295.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -668352.125000 Penalty: 4038.030029
	Iteration 11Q: 3 clusters Score -668352.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -668405.312500 Penalty: 4038.030029
	Iteration 12Q: 3 clusters Score -668405.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -668443.750000 Penalty: 4038.030029
	Iteration 13Q: 3 clusters Score -668443.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -668478.687500 Penalty: 4038.030029
	Iteration 14Q: 3 clusters Score -668478.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -668497.375000 Penalty: 4038.030029
	Iteration 15Q: 3 clusters Score -668497.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -668515.187500 Penalty: 4038.030029
	Iteration 16Q: 3 clusters Score -668515.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -668530.062500 Penalty: 4038.030029
	Iteration 17Q: 3 clusters Score -668530.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -668543.937500 Penalty: 4038.030029
	Iteration 18Q: 3 clusters Score -668543.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -668557.937500 Penalty: 4038.030029
	Iteration 19Q: 3 clusters Score -668557.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -668571.500000 Penalty: 4038.030029
	Iteration 20F: 3 clusters Score -668571.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -668582.812500 Penalty: 4038.030029
	Iteration 21Q: 3 clusters Score -668582.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -668587.312500 Penalty: 4038.030029
	Iteration 22Q: 3 clusters Score -668587.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -668596.625000 Penalty: 4038.030029
	Iteration 23Q: 3 clusters Score -668596.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -668608.562500 Penalty: 4038.030029
	Iteration 24Q: 3 clusters Score -668608.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -668615.687500 Penalty: 4038.030029
	Iteration 25Q: 3 clusters Score -668615.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -668620.062500 Penalty: 4038.030029
	Iteration 26Q: 3 clusters Score -668620.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -668623.062500 Penalty: 4038.030029
	Iteration 27Q: 3 clusters Score -668623.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -668625.625000 Penalty: 4038.030029
	Iteration 28Q: 3 clusters Score -668625.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -668630.625000 Penalty: 4038.030029
	Iteration 29Q: 3 clusters Score -668630.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -668635.625000 Penalty: 4038.030029
	Iteration 30Q: 3 clusters Score -668635.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -668639.500000 Penalty: 4038.030029
	Iteration 31Q: 3 clusters Score -668639.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -668639.937500 Penalty: 4038.030029
	Iteration 32Q: 3 clusters Score -668639.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -668642.687500 Penalty: 4038.030029
	Iteration 33Q: 3 clusters Score -668642.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -668643.562500 Penalty: 4038.030029
	Iteration 34Q: 3 clusters Score -668643.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -668646.875000 Penalty: 4038.030029
	Iteration 35Q: 3 clusters Score -668646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -668647.750000 Penalty: 4038.030029
	Iteration 36Q: 3 clusters Score -668647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -668651.125000 Penalty: 4038.030029
	Iteration 37Q: 3 clusters Score -668651.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -668654.000000 Penalty: 4038.030029
	Iteration 38Q: 3 clusters Score -668654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -668657.875000 Penalty: 4038.030029
	Iteration 39Q: 3 clusters Score -668657.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -668663.062500 Penalty: 4038.030029
	Iteration 40F: 3 clusters Score -668663.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -668665.625000 Penalty: 4038.030029
	Iteration 41Q: 3 clusters Score -668665.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -668672.500000 Penalty: 4038.030029
	Iteration 42Q: 3 clusters Score -668672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -668678.625000 Penalty: 4038.030029
	Iteration 43Q: 3 clusters Score -668678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -668680.000000 Penalty: 4038.030029
	Iteration 44Q: 3 clusters Score -668680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -668682.187500 Penalty: 4038.030029
	Iteration 45Q: 3 clusters Score -668682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -668683.250000 Penalty: 4038.030029
	Iteration 46Q: 3 clusters Score -668683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -668683.437500 Penalty: 4038.030029
	Iteration 47Q: 3 clusters Score -668683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -668683.187500 Penalty: 4038.030029
	Iteration 48Q: 3 clusters Score -668683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -668683.187500 Penalty: 4038.030029
	Iteration 49F: 3 clusters Score -668683.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -408120.656250 Penalty: 1913.018555
	Iteration 0F: 2 clusters Score -408120.7 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 1147 members 
Entering Unmasked Estep 
Score: -405396.312500 Penalty: 3826.037109
	Iteration 0F: 3 clusters Score -405396.3 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -406189.781250 Penalty: 3826.037109
	Iteration 1F: 3 clusters Score -406189.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -406492.218750 Penalty: 3826.037109
	Iteration 2F: 3 clusters Score -406492.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -406668.156250 Penalty: 3826.037109
	Iteration 3F: 3 clusters Score -406668.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -406754.218750 Penalty: 3826.037109
	Iteration 4Q: 3 clusters Score -406754.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -406805.937500 Penalty: 3826.037109
	Iteration 5Q: 3 clusters Score -406805.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -406833.843750 Penalty: 3826.037109
	Iteration 6Q: 3 clusters Score -406833.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -406867.312500 Penalty: 3826.037109
	Iteration 7Q: 3 clusters Score -406867.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -406897.812500 Penalty: 3826.037109
	Iteration 8Q: 3 clusters Score -406897.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -406921.968750 Penalty: 3826.037109
	Iteration 9Q: 3 clusters Score -406922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -406932.562500 Penalty: 3826.037109
	Iteration 10Q: 3 clusters Score -406932.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -406938.437500 Penalty: 3826.037109
	Iteration 11Q: 3 clusters Score -406938.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -406945.093750 Penalty: 3826.037109
	Iteration 12Q: 3 clusters Score -406945.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -406951.843750 Penalty: 3826.037109
	Iteration 13Q: 3 clusters Score -406951.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -406957.406250 Penalty: 3826.037109
	Iteration 14Q: 3 clusters Score -406957.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -406963.875000 Penalty: 3826.037109
	Iteration 15Q: 3 clusters Score -406963.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -406972.187500 Penalty: 3826.037109
	Iteration 16Q: 3 clusters Score -406972.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -406980.906250 Penalty: 3826.037109
	Iteration 17Q: 3 clusters Score -406980.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -406992.937500 Penalty: 3826.037109
	Iteration 18Q: 3 clusters Score -406992.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -407001.125000 Penalty: 3826.037109
	Iteration 19Q: 3 clusters Score -407001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -407008.937500 Penalty: 3826.037109
	Iteration 20F: 3 clusters Score -407008.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -407020.468750 Penalty: 3826.037109
	Iteration 21Q: 3 clusters Score -407020.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -407037.000000 Penalty: 3826.037109
	Iteration 22Q: 3 clusters Score -407037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -407043.906250 Penalty: 3826.037109
	Iteration 23Q: 3 clusters Score -407043.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -407051.593750 Penalty: 3826.037109
	Iteration 24Q: 3 clusters Score -407051.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -407055.468750 Penalty: 3826.037109
	Iteration 25Q: 3 clusters Score -407055.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -407059.062500 Penalty: 3826.037109
	Iteration 26Q: 3 clusters Score -407059.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -407064.625000 Penalty: 3826.037109
	Iteration 27Q: 3 clusters Score -407064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -407066.750000 Penalty: 3826.037109
	Iteration 28Q: 3 clusters Score -407066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -407067.687500 Penalty: 3826.037109
	Iteration 29Q: 3 clusters Score -407067.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -407067.687500 Penalty: 3826.037109
	Iteration 30F: 3 clusters Score -407067.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -156760.406250 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -156760.4 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 502 members 
Entering Unmasked Estep 
Score: -154910.703125 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -154910.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -155308.781250 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -155308.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155562.734375 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -155562.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -155738.937500 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -155738.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -155894.953125 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -155895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -156021.843750 Penalty: 3402.368896
	Iteration 5F: 3 clusters Score -156021.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -156076.140625 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -156076.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -156139.593750 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -156139.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -156223.890625 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -156223.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -156326.109375 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -156326.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -156418.125000 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -156418.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -156487.203125 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -156487.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -156517.578125 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -156517.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -156525.250000 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -156525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -156530.578125 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -156530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -156531.093750 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -156531.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -156533.953125 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -156534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -156535.765625 Penalty: 3402.368896
	Iteration 17Q: 3 clusters Score -156535.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -156535.765625 Penalty: 3402.368896
	Iteration 18F: 3 clusters Score -156535.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -134291.968750 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -134292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -132540.250000 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -132540.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -132775.437500 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -132775.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -132876.140625 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -132876.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -132922.687500 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -132922.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -132949.953125 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -132950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -132967.765625 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -132967.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -132980.171875 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -132980.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -132996.578125 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -132996.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -133002.781250 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -133002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -133003.734375 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -133003.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -133003.734375 Penalty: 3276.898682
	Iteration 10F: 3 clusters Score -133003.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -339016.531250 Penalty: 1882.155273
	Iteration 0F: 2 clusters Score -339016.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -336487.843750 Penalty: 3764.310547
	Iteration 0F: 3 clusters Score -336487.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -337361.531250 Penalty: 3764.310547
	Iteration 1F: 3 clusters Score -337361.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -338042.156250 Penalty: 3764.310547
	Iteration 2F: 3 clusters Score -338042.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -338688.562500 Penalty: 3764.310547
	Iteration 3F: 3 clusters Score -338688.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -339134.906250 Penalty: 3764.310547
	Iteration 4F: 3 clusters Score -339134.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -339396.437500 Penalty: 3764.310547
	Iteration 5F: 3 clusters Score -339396.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -339560.593750 Penalty: 3764.310547
	Iteration 6Q: 3 clusters Score -339560.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -339638.281250 Penalty: 3764.310547
	Iteration 7Q: 3 clusters Score -339638.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -339692.406250 Penalty: 3764.310547
	Iteration 8Q: 3 clusters Score -339692.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -339748.500000 Penalty: 3764.310547
	Iteration 9Q: 3 clusters Score -339748.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -339765.500000 Penalty: 3764.310547
	Iteration 10Q: 3 clusters Score -339765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -339774.218750 Penalty: 3764.310547
	Iteration 11Q: 3 clusters Score -339774.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -339782.781250 Penalty: 3764.310547
	Iteration 12Q: 3 clusters Score -339782.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -339797.343750 Penalty: 3764.310547
	Iteration 13Q: 3 clusters Score -339797.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -339801.812500 Penalty: 3764.310547
	Iteration 14Q: 3 clusters Score -339801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -339803.687500 Penalty: 3764.310547
	Iteration 15Q: 3 clusters Score -339803.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -339803.687500 Penalty: 3764.310547
	Iteration 16F: 3 clusters Score -339803.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 22122 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3882 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5388 members 
Mstep: Class 13 contains 31554 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15450 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7962 members 
Mstep: Class 19 contains 38965 members 
Mstep: Class 20 contains 8190 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13846 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14324 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19310 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3433 members 
Mstep: Class 35 contains 1125 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 852 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15560 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28086 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16088 members 
Mstep: Class 53 contains 2390 members 
Mstep: Class 54 contains 35447 members 
Mstep: Class 55 contains 25997 members 
Mstep: Class 56 contains 29942 members 
Mstep: Class 57 contains 36420 members 
Entering Unmasked Estep 
Score: -84246736.000000 Penalty: 183523.656250
Splitting cluster 39 changes total score from -84247104.000000 to -84246736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (6317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Entering Unmasked Estep 
Score: -1252915.000000 Penalty: 2170.247803
	Iteration 0F: 2 clusters Score -1252915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1247575.375000 Penalty: 4340.495605
	Iteration 0F: 3 clusters Score -1247575 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1248971.625000 Penalty: 4340.495605
	Iteration 1F: 3 clusters Score -1248972 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1249185.375000 Penalty: 4340.495605
	Iteration 2F: 3 clusters Score -1249185 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1249332.625000 Penalty: 4340.495605
	Iteration 3Q: 3 clusters Score -1249333 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1249442.375000 Penalty: 4340.495605
	Iteration 4Q: 3 clusters Score -1249442 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1249515.625000 Penalty: 4340.495605
	Iteration 5Q: 3 clusters Score -1249516 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1249571.625000 Penalty: 4340.495605
	Iteration 6Q: 3 clusters Score -1249572 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1249620.000000 Penalty: 4340.495605
	Iteration 7Q: 3 clusters Score -1249620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1249657.000000 Penalty: 4340.495605
	Iteration 8Q: 3 clusters Score -1249657 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1249706.375000 Penalty: 4340.495605
	Iteration 9Q: 3 clusters Score -1249706 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1249754.250000 Penalty: 4340.495605
	Iteration 10Q: 3 clusters Score -1249754 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1249806.750000 Penalty: 4340.495605
	Iteration 11Q: 3 clusters Score -1249807 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1249865.250000 Penalty: 4340.495605
	Iteration 12Q: 3 clusters Score -1249865 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1249929.125000 Penalty: 4340.495605
	Iteration 13Q: 3 clusters Score -1249929 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1250009.625000 Penalty: 4340.495605
	Iteration 14Q: 3 clusters Score -1250010 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1250088.375000 Penalty: 4340.495605
	Iteration 15Q: 3 clusters Score -1250088 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1250171.750000 Penalty: 4340.495605
	Iteration 16Q: 3 clusters Score -1250172 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1250250.625000 Penalty: 4340.495605
	Iteration 17Q: 3 clusters Score -1250251 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1250334.125000 Penalty: 4340.495605
	Iteration 18Q: 3 clusters Score -1250334 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1250412.875000 Penalty: 4340.495605
	Iteration 19Q: 3 clusters Score -1250413 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1250487.125000 Penalty: 4340.495605
	Iteration 20F: 3 clusters Score -1250487 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1250562.125000 Penalty: 4340.495605
	Iteration 21Q: 3 clusters Score -1250562 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1250627.625000 Penalty: 4340.495605
	Iteration 22Q: 3 clusters Score -1250628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1250705.750000 Penalty: 4340.495605
	Iteration 23Q: 3 clusters Score -1250706 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1250758.125000 Penalty: 4340.495605
	Iteration 24Q: 3 clusters Score -1250758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1250789.875000 Penalty: 4340.495605
	Iteration 25Q: 3 clusters Score -1250790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1250819.125000 Penalty: 4340.495605
	Iteration 26Q: 3 clusters Score -1250819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1250845.875000 Penalty: 4340.495605
	Iteration 27Q: 3 clusters Score -1250846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1250873.625000 Penalty: 4340.495605
	Iteration 28Q: 3 clusters Score -1250874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1250888.125000 Penalty: 4340.495605
	Iteration 29Q: 3 clusters Score -1250888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1250895.375000 Penalty: 4340.495605
	Iteration 30Q: 3 clusters Score -1250895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1250905.500000 Penalty: 4340.495605
	Iteration 31Q: 3 clusters Score -1250906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1250912.750000 Penalty: 4340.495605
	Iteration 32Q: 3 clusters Score -1250913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1250920.250000 Penalty: 4340.495605
	Iteration 33Q: 3 clusters Score -1250920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1250922.875000 Penalty: 4340.495605
	Iteration 34Q: 3 clusters Score -1250923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1250927.750000 Penalty: 4340.495605
	Iteration 35Q: 3 clusters Score -1250928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1250932.000000 Penalty: 4340.495605
	Iteration 36Q: 3 clusters Score -1250932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1250932.875000 Penalty: 4340.495605
	Iteration 37Q: 3 clusters Score -1250933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1250936.750000 Penalty: 4340.495605
	Iteration 38Q: 3 clusters Score -1250937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1250937.125000 Penalty: 4340.495605
	Iteration 39Q: 3 clusters Score -1250937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1250940.875000 Penalty: 4340.495605
	Iteration 40F: 3 clusters Score -1250941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1250943.000000 Penalty: 4340.495605
	Iteration 41Q: 3 clusters Score -1250943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1250949.250000 Penalty: 4340.495605
	Iteration 42Q: 3 clusters Score -1250949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1250954.500000 Penalty: 4340.495605
	Iteration 43Q: 3 clusters Score -1250954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1250961.500000 Penalty: 4340.495605
	Iteration 44Q: 3 clusters Score -1250962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1250965.125000 Penalty: 4340.495605
	Iteration 45Q: 3 clusters Score -1250965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1250973.500000 Penalty: 4340.495605
	Iteration 46Q: 3 clusters Score -1250974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1250977.625000 Penalty: 4340.495605
	Iteration 47Q: 3 clusters Score -1250978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1250981.125000 Penalty: 4340.495605
	Iteration 48Q: 3 clusters Score -1250981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1250984.625000 Penalty: 4340.495605
	Iteration 49Q: 3 clusters Score -1250985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1250988.625000 Penalty: 4340.495605
	Iteration 50Q: 3 clusters Score -1250989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1250994.000000 Penalty: 4340.495605
	Iteration 51Q: 3 clusters Score -1250994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1250996.000000 Penalty: 4340.495605
	Iteration 52Q: 3 clusters Score -1250996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1250996.000000 Penalty: 4340.495605
	Iteration 53F: 3 clusters Score -1250996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -25634.503906 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -25634.5 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: -24653.757812 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -24653.76 nChanged 46
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: -24836.716797 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -24836.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24977.945312 Penalty: 2710.060547
	Iteration 2F: 3 clusters Score -24977.95 nChanged 7
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: -25080.351562 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -25080.35 nChanged 13
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: -25240.537109 Penalty: 2710.060547
	Iteration 4F: 3 clusters Score -25240.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25258.041016 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -25258.04 nChanged 2
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: -25289.687500 Penalty: 2710.060547
	Iteration 6Q: 3 clusters Score -25289.69 nChanged 1
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: -25292.919922 Penalty: 2710.060547
	Iteration 7Q: 3 clusters Score -25292.92 nChanged 0
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: -25292.919922 Penalty: 2710.060547
	Iteration 8F: 3 clusters Score -25292.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -65033.003906 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -65033 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 227 members 
Entering Unmasked Estep 
Score: -63667.117188 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -63667.12 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63932.070312 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -63932.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -64016.285156 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -64016.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64048.042969 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -64048.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -64064.082031 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -64064.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -64067.445312 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -64067.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -64068.222656 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -64068.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -64068.222656 Penalty: 3032.386475
	Iteration 7F: 3 clusters Score -64068.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Entering Unmasked Estep 
Score: -3333686.250000 Penalty: 2393.809814
	Iteration 0F: 2 clusters Score -3333686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -3323039.500000 Penalty: 4787.619629
	Iteration 0F: 3 clusters Score -3323040 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3326563.750000 Penalty: 4787.619629
	Iteration 1F: 3 clusters Score -3326564 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3326894.000000 Penalty: 4787.619629
	Iteration 2F: 3 clusters Score -3326894 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3327122.250000 Penalty: 4787.619629
	Iteration 3Q: 3 clusters Score -3327122 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3327359.000000 Penalty: 4787.619629
	Iteration 4Q: 3 clusters Score -3327359 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3327595.250000 Penalty: 4787.619629
	Iteration 5Q: 3 clusters Score -3327595 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3327874.500000 Penalty: 4787.619629
	Iteration 6Q: 3 clusters Score -3327874 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3328175.750000 Penalty: 4787.619629
	Iteration 7Q: 3 clusters Score -3328176 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3328505.250000 Penalty: 4787.619629
	Iteration 8Q: 3 clusters Score -3328505 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3328946.750000 Penalty: 4787.619629
	Iteration 9Q: 3 clusters Score -3328947 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3329449.750000 Penalty: 4787.619629
	Iteration 10F: 3 clusters Score -3329450 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3329975.000000 Penalty: 4787.619629
	Iteration 11F: 3 clusters Score -3329975 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3330435.250000 Penalty: 4787.619629
	Iteration 12Q: 3 clusters Score -3330435 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3330813.500000 Penalty: 4787.619629
	Iteration 13Q: 3 clusters Score -3330814 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3331084.500000 Penalty: 4787.619629
	Iteration 14Q: 3 clusters Score -3331084 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3331227.500000 Penalty: 4787.619629
	Iteration 15Q: 3 clusters Score -3331228 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3331358.750000 Penalty: 4787.619629
	Iteration 16Q: 3 clusters Score -3331359 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3331443.500000 Penalty: 4787.619629
	Iteration 17Q: 3 clusters Score -3331444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3331493.750000 Penalty: 4787.619629
	Iteration 18Q: 3 clusters Score -3331494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3331533.750000 Penalty: 4787.619629
	Iteration 19Q: 3 clusters Score -3331534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3331555.750000 Penalty: 4787.619629
	Iteration 20F: 3 clusters Score -3331556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3331580.250000 Penalty: 4787.619629
	Iteration 21Q: 3 clusters Score -3331580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3331603.750000 Penalty: 4787.619629
	Iteration 22Q: 3 clusters Score -3331604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3331621.000000 Penalty: 4787.619629
	Iteration 23Q: 3 clusters Score -3331621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3331640.500000 Penalty: 4787.619629
	Iteration 24Q: 3 clusters Score -3331640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3331647.250000 Penalty: 4787.619629
	Iteration 25Q: 3 clusters Score -3331647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3331650.000000 Penalty: 4787.619629
	Iteration 26Q: 3 clusters Score -3331650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3331657.000000 Penalty: 4787.619629
	Iteration 27Q: 3 clusters Score -3331657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3331666.000000 Penalty: 4787.619629
	Iteration 28Q: 3 clusters Score -3331666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3331673.250000 Penalty: 4787.619629
	Iteration 29Q: 3 clusters Score -3331673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3331681.250000 Penalty: 4787.619629
	Iteration 30Q: 3 clusters Score -3331681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3331683.250000 Penalty: 4787.619629
	Iteration 31Q: 3 clusters Score -3331683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3331683.000000 Penalty: 4787.619629
	Iteration 32Q: 3 clusters Score -3331683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3331683.750000 Penalty: 4787.619629
	Iteration 33Q: 3 clusters Score -3331684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3331683.750000 Penalty: 4787.619629
	Iteration 34F: 3 clusters Score -3331684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -169845.593750 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -169845.6 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 452 members 
Entering Unmasked Estep 
Score: -167991.203125 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -167991.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -168313.312500 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -168313.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -168435.812500 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -168435.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -168517.781250 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -168517.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -168589.875000 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -168589.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -168639.687500 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -168639.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -168671.218750 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -168671.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -168710.171875 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -168710.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -168732.296875 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -168732.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -168756.921875 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -168756.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -168777.671875 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -168777.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -168787.687500 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -168787.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -168789.843750 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -168789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -168792.578125 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -168792.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -168793.250000 Penalty: 3402.368896
	Iteration 14F: 3 clusters Score -168793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -168798.406250 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -168798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -168799.656250 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -168799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -168801.718750 Penalty: 3402.368896
	Iteration 17Q: 3 clusters Score -168801.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -168801.718750 Penalty: 3402.368896
	Iteration 18F: 3 clusters Score -168801.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38031.203125 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38031.2 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 138 members 
Entering Unmasked Estep 
Score: -36935.847656 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36935.85 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37187.957031 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37187.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37308.582031 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -37308.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37374.769531 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37374.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37408.894531 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37408.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37426.742188 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -37426.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37444.769531 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -37444.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37447.015625 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -37447.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37458.695312 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -37458.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37461.933594 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -37461.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37477.554688 Penalty: 2778.651123
	Iteration 10Q: 3 clusters Score -37477.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37489.476562 Penalty: 2778.651123
	Iteration 11Q: 3 clusters Score -37489.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37501.375000 Penalty: 2778.651123
	Iteration 12Q: 3 clusters Score -37501.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37508.042969 Penalty: 2778.651123
	Iteration 13Q: 3 clusters Score -37508.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37508.042969 Penalty: 2778.651123
	Iteration 14F: 3 clusters Score -37508.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -82879.351562 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -82879.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -81466.179688 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -81466.18 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -81807.414062 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -81807.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -81941.070312 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -81941.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82035.242188 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -82035.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82055.593750 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -82055.59 nChanged 8
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: -82108.804688 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -82108.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82176.757812 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -82176.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82273.281250 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -82273.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82354.898438 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -82354.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82392.960938 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -82392.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82433.851562 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -82433.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82447.429688 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -82447.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -82457.312500 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -82457.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82460.281250 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -82460.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82465.625000 Penalty: 3126.099121
	Iteration 14F: 3 clusters Score -82465.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -82476.539062 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -82476.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82479.117188 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -82479.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82493.242188 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -82493.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82505.484375 Penalty: 3126.099121
	Iteration 18Q: 3 clusters Score -82505.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82511.031250 Penalty: 3126.099121
	Iteration 19Q: 3 clusters Score -82511.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82517.234375 Penalty: 3126.099121
	Iteration 20F: 3 clusters Score -82517.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82523.742188 Penalty: 3126.099121
	Iteration 21Q: 3 clusters Score -82523.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82536.875000 Penalty: 3126.099121
	Iteration 22Q: 3 clusters Score -82536.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82546.312500 Penalty: 3126.099121
	Iteration 23Q: 3 clusters Score -82546.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -82547.679688 Penalty: 3126.099121
	Iteration 24Q: 3 clusters Score -82547.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -82547.679688 Penalty: 3126.099121
	Iteration 25F: 3 clusters Score -82547.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -96275.312500 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -96275.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94753.632812 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -94753.63 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -94931.164062 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -94931.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -94985.843750 Penalty: 3105.699951
	Iteration 2F: 3 clusters Score -94985.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -95029.960938 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -95029.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -95061.804688 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -95061.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -95075.734375 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -95075.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -95096.921875 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -95096.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -95112.187500 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -95112.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -95118.593750 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -95118.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -95124.515625 Penalty: 3105.699951
	Iteration 9Q: 3 clusters Score -95124.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -95128.515625 Penalty: 3105.699951
	Iteration 10Q: 3 clusters Score -95128.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -95130.679688 Penalty: 3105.699951
	Iteration 11Q: 3 clusters Score -95130.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -95130.679688 Penalty: 3105.699951
	Iteration 12F: 3 clusters Score -95130.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -469143.375000 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -469143.4 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 1193 members 
Entering Unmasked Estep 
Score: -466236.843750 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -466236.8 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -466814.062500 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -466814.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -466952.281250 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -466952.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -467013.062500 Penalty: 3865.414551
	Iteration 3Q: 3 clusters Score -467013.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -467057.562500 Penalty: 3865.414551
	Iteration 4Q: 3 clusters Score -467057.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -467093.468750 Penalty: 3865.414551
	Iteration 5Q: 3 clusters Score -467093.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -467118.281250 Penalty: 3865.414551
	Iteration 6Q: 3 clusters Score -467118.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -467131.875000 Penalty: 3865.414551
	Iteration 7Q: 3 clusters Score -467131.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -467144.156250 Penalty: 3865.414551
	Iteration 8Q: 3 clusters Score -467144.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -467154.750000 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -467154.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -467164.406250 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -467164.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -467171.187500 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -467171.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -467178.375000 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -467178.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -467181.156250 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -467181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -467183.625000 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -467183.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -467185.250000 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -467185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -467185.812500 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -467185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -467188.468750 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -467188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -467190.781250 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -467190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -467192.375000 Penalty: 3865.414551
	Iteration 19Q: 3 clusters Score -467192.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -467197.531250 Penalty: 3865.414551
	Iteration 20F: 3 clusters Score -467197.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -467202.937500 Penalty: 3865.414551
	Iteration 21Q: 3 clusters Score -467202.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -467206.062500 Penalty: 3865.414551
	Iteration 22Q: 3 clusters Score -467206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -467208.812500 Penalty: 3865.414551
	Iteration 23Q: 3 clusters Score -467208.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -467209.781250 Penalty: 3865.414551
	Iteration 24Q: 3 clusters Score -467209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -467212.593750 Penalty: 3865.414551
	Iteration 25Q: 3 clusters Score -467212.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -467216.875000 Penalty: 3865.414551
	Iteration 26Q: 3 clusters Score -467216.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -467221.687500 Penalty: 3865.414551
	Iteration 27Q: 3 clusters Score -467221.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -467225.843750 Penalty: 3865.414551
	Iteration 28Q: 3 clusters Score -467225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -467227.562500 Penalty: 3865.414551
	Iteration 29Q: 3 clusters Score -467227.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -467228.125000 Penalty: 3865.414551
	Iteration 30Q: 3 clusters Score -467228.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -467228.125000 Penalty: 3865.414551
	Iteration 31F: 3 clusters Score -467228.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (28086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Entering Unmasked Estep 
Score: -5470760.500000 Penalty: 2540.270508
	Iteration 0F: 2 clusters Score -5470760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -5451741.500000 Penalty: 5080.541016
	Iteration 0F: 3 clusters Score -5451742 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -5458507.500000 Penalty: 5080.541016
	Iteration 1F: 3 clusters Score -5458508 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -5458921.000000 Penalty: 5080.541016
	Iteration 2Q: 3 clusters Score -5458921 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -5459264.500000 Penalty: 5080.541016
	Iteration 3Q: 3 clusters Score -5459264 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -5459560.500000 Penalty: 5080.541016
	Iteration 4Q: 3 clusters Score -5459560 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -5459786.500000 Penalty: 5080.541016
	Iteration 5Q: 3 clusters Score -5459786 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -5460025.500000 Penalty: 5080.541016
	Iteration 6Q: 3 clusters Score -5460026 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -5460247.000000 Penalty: 5080.541016
	Iteration 7Q: 3 clusters Score -5460247 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -5460537.500000 Penalty: 5080.541016
	Iteration 8Q: 3 clusters Score -5460538 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -5460973.000000 Penalty: 5080.541016
	Iteration 9Q: 3 clusters Score -5460973 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -5461550.500000 Penalty: 5080.541016
	Iteration 10Q: 3 clusters Score -5461550 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -5462411.000000 Penalty: 5080.541016
	Iteration 11F: 3 clusters Score -5462411 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -5463582.500000 Penalty: 5080.541016
	Iteration 12F: 3 clusters Score -5463582 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -5464858.000000 Penalty: 5080.541016
	Iteration 13F: 3 clusters Score -5464858 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -5466000.000000 Penalty: 5080.541016
	Iteration 14Q: 3 clusters Score -5466000 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -5466854.500000 Penalty: 5080.541016
	Iteration 15Q: 3 clusters Score -5466854 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -5467431.500000 Penalty: 5080.541016
	Iteration 16Q: 3 clusters Score -5467432 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -5467834.500000 Penalty: 5080.541016
	Iteration 17Q: 3 clusters Score -5467834 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -5468085.500000 Penalty: 5080.541016
	Iteration 18Q: 3 clusters Score -5468086 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -5468230.000000 Penalty: 5080.541016
	Iteration 19Q: 3 clusters Score -5468230 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -5468310.500000 Penalty: 5080.541016
	Iteration 20F: 3 clusters Score -5468310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -5468375.500000 Penalty: 5080.541016
	Iteration 21Q: 3 clusters Score -5468376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -5468425.500000 Penalty: 5080.541016
	Iteration 22Q: 3 clusters Score -5468426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -5468443.500000 Penalty: 5080.541016
	Iteration 23Q: 3 clusters Score -5468444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -5468472.500000 Penalty: 5080.541016
	Iteration 24Q: 3 clusters Score -5468472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -5468486.500000 Penalty: 5080.541016
	Iteration 25Q: 3 clusters Score -5468486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -5468491.000000 Penalty: 5080.541016
	Iteration 26Q: 3 clusters Score -5468491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -5468494.500000 Penalty: 5080.541016
	Iteration 27Q: 3 clusters Score -5468494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -5468494.500000 Penalty: 5080.541016
	Iteration 28F: 3 clusters Score -5468494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -17186.345703 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -17186.35 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 104 members 
Entering Unmasked Estep 
Score: -16348.692383 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -16348.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16569.496094 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -16569.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16684.693359 Penalty: 2677.488770
	Iteration 2F: 3 clusters Score -16684.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16710.271484 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -16710.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16722.851562 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -16722.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16737.167969 Penalty: 2677.488770
	Iteration 5Q: 3 clusters Score -16737.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16738.013672 Penalty: 2677.488770
	Iteration 6Q: 3 clusters Score -16738.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16738.013672 Penalty: 2677.488770
	Iteration 7F: 3 clusters Score -16738.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -130006.421875 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -130006.4 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 393 members 
Entering Unmasked Estep 
Score: -128418.906250 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -128418.9 nChanged 199
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: -128775.367188 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -128775.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -128893.453125 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -128893.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -128978.921875 Penalty: 3294.026367
	Iteration 3Q: 3 clusters Score -128978.9 nChanged 27
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: -129049.164062 Penalty: 3294.026367
	Iteration 4Q: 3 clusters Score -129049.2 nChanged 19
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: -129101.601562 Penalty: 3294.026367
	Iteration 5Q: 3 clusters Score -129101.6 nChanged 15
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: -129128.992188 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -129129 nChanged 7
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: -129138.179688 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -129138.2 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: -129162.976562 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -129163 nChanged 5
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: -129180.304688 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -129180.3 nChanged 7
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: -129193.632812 Penalty: 3294.026367
	Iteration 10Q: 3 clusters Score -129193.6 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: -129197.726562 Penalty: 3294.026367
	Iteration 11Q: 3 clusters Score -129197.7 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: -129200.281250 Penalty: 3294.026367
	Iteration 12Q: 3 clusters Score -129200.3 nChanged 2
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: -129201.781250 Penalty: 3294.026367
	Iteration 13Q: 3 clusters Score -129201.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -129203.289062 Penalty: 3294.026367
	Iteration 14Q: 3 clusters Score -129203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -129206.453125 Penalty: 3294.026367
	Iteration 15Q: 3 clusters Score -129206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -129207.671875 Penalty: 3294.026367
	Iteration 16Q: 3 clusters Score -129207.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -129209.132812 Penalty: 3294.026367
	Iteration 17Q: 3 clusters Score -129209.1 nChanged 1
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: -129210.070312 Penalty: 3294.026367
	Iteration 18Q: 3 clusters Score -129210.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -129214.250000 Penalty: 3294.026367
	Iteration 19Q: 3 clusters Score -129214.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -129214.250000 Penalty: 3294.026367
	Iteration 20F: 3 clusters Score -129214.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (16088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Entering Unmasked Estep 
Score: -3463454.500000 Penalty: 2402.085693
	Iteration 0F: 2 clusters Score -3463454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3452942.000000 Penalty: 4804.171387
	Iteration 0F: 3 clusters Score -3452942 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3456638.750000 Penalty: 4804.171387
	Iteration 1F: 3 clusters Score -3456639 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3456960.000000 Penalty: 4804.171387
	Iteration 2F: 3 clusters Score -3456960 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3457200.250000 Penalty: 4804.171387
	Iteration 3Q: 3 clusters Score -3457200 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3457392.750000 Penalty: 4804.171387
	Iteration 4Q: 3 clusters Score -3457393 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3457526.750000 Penalty: 4804.171387
	Iteration 5Q: 3 clusters Score -3457527 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -3457650.000000 Penalty: 4804.171387
	Iteration 6Q: 3 clusters Score -3457650 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -3457773.000000 Penalty: 4804.171387
	Iteration 7Q: 3 clusters Score -3457773 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3457921.250000 Penalty: 4804.171387
	Iteration 8Q: 3 clusters Score -3457921 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3458073.500000 Penalty: 4804.171387
	Iteration 9Q: 3 clusters Score -3458074 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -3458233.250000 Penalty: 4804.171387
	Iteration 10Q: 3 clusters Score -3458233 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3458333.250000 Penalty: 4804.171387
	Iteration 11Q: 3 clusters Score -3458333 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3458452.750000 Penalty: 4804.171387
	Iteration 12Q: 3 clusters Score -3458453 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3458573.500000 Penalty: 4804.171387
	Iteration 13Q: 3 clusters Score -3458574 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3458866.750000 Penalty: 4804.171387
	Iteration 14Q: 3 clusters Score -3458867 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3459183.500000 Penalty: 4804.171387
	Iteration 15Q: 3 clusters Score -3459184 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3459542.750000 Penalty: 4804.171387
	Iteration 16Q: 3 clusters Score -3459543 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3459907.750000 Penalty: 4804.171387
	Iteration 17Q: 3 clusters Score -3459908 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3460224.750000 Penalty: 4804.171387
	Iteration 18Q: 3 clusters Score -3460225 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3460530.500000 Penalty: 4804.171387
	Iteration 19Q: 3 clusters Score -3460530 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3460794.750000 Penalty: 4804.171387
	Iteration 20F: 3 clusters Score -3460795 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3460982.750000 Penalty: 4804.171387
	Iteration 21Q: 3 clusters Score -3460983 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3461074.000000 Penalty: 4804.171387
	Iteration 22Q: 3 clusters Score -3461074 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3461171.250000 Penalty: 4804.171387
	Iteration 23Q: 3 clusters Score -3461171 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3461223.250000 Penalty: 4804.171387
	Iteration 24Q: 3 clusters Score -3461223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3461265.250000 Penalty: 4804.171387
	Iteration 25Q: 3 clusters Score -3461265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3461290.250000 Penalty: 4804.171387
	Iteration 26Q: 3 clusters Score -3461290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3461300.000000 Penalty: 4804.171387
	Iteration 27Q: 3 clusters Score -3461300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3461315.750000 Penalty: 4804.171387
	Iteration 28Q: 3 clusters Score -3461316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3461326.750000 Penalty: 4804.171387
	Iteration 29Q: 3 clusters Score -3461327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3461342.000000 Penalty: 4804.171387
	Iteration 30Q: 3 clusters Score -3461342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3461354.500000 Penalty: 4804.171387
	Iteration 31Q: 3 clusters Score -3461354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3461368.500000 Penalty: 4804.171387
	Iteration 32Q: 3 clusters Score -3461368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3461371.000000 Penalty: 4804.171387
	Iteration 33Q: 3 clusters Score -3461371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3461367.750000 Penalty: 4804.171387
	Iteration 34Q: 3 clusters Score -3461368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3461371.250000 Penalty: 4804.171387
	Iteration 35Q: 3 clusters Score -3461371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3461373.750000 Penalty: 4804.171387
	Iteration 36Q: 3 clusters Score -3461374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -3461374.500000 Penalty: 4804.171387
	Iteration 37Q: 3 clusters Score -3461374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -3461374.500000 Penalty: 4804.171387
	Iteration 38F: 3 clusters Score -3461374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -461626.406250 Penalty: 1929.203979
	Iteration 0F: 2 clusters Score -461626.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -458759.312500 Penalty: 3858.407959
	Iteration 0F: 3 clusters Score -458759.3 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -459275.531250 Penalty: 3858.407959
	Iteration 1F: 3 clusters Score -459275.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -459458.750000 Penalty: 3858.407959
	Iteration 2F: 3 clusters Score -459458.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -459582.906250 Penalty: 3858.407959
	Iteration 3F: 3 clusters Score -459582.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -459649.343750 Penalty: 3858.407959
	Iteration 4Q: 3 clusters Score -459649.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -459693.687500 Penalty: 3858.407959
	Iteration 5Q: 3 clusters Score -459693.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -459716.562500 Penalty: 3858.407959
	Iteration 6Q: 3 clusters Score -459716.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -459739.093750 Penalty: 3858.407959
	Iteration 7Q: 3 clusters Score -459739.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -459764.250000 Penalty: 3858.407959
	Iteration 8Q: 3 clusters Score -459764.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -459780.656250 Penalty: 3858.407959
	Iteration 9Q: 3 clusters Score -459780.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -459797.156250 Penalty: 3858.407959
	Iteration 10Q: 3 clusters Score -459797.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -459807.375000 Penalty: 3858.407959
	Iteration 11Q: 3 clusters Score -459807.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -459814.906250 Penalty: 3858.407959
	Iteration 12Q: 3 clusters Score -459814.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -459821.937500 Penalty: 3858.407959
	Iteration 13Q: 3 clusters Score -459821.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -459828.468750 Penalty: 3858.407959
	Iteration 14Q: 3 clusters Score -459828.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -459833.375000 Penalty: 3858.407959
	Iteration 15Q: 3 clusters Score -459833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -459838.281250 Penalty: 3858.407959
	Iteration 16Q: 3 clusters Score -459838.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -459844.031250 Penalty: 3858.407959
	Iteration 17Q: 3 clusters Score -459844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -459847.593750 Penalty: 3858.407959
	Iteration 18Q: 3 clusters Score -459847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -459849.687500 Penalty: 3858.407959
	Iteration 19Q: 3 clusters Score -459849.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -459849.937500 Penalty: 3858.407959
	Iteration 20F: 3 clusters Score -459849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (35447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Entering Unmasked Estep 
Score: -6955559.000000 Penalty: 2597.996826
	Iteration 0F: 2 clusters Score -6955559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -6934925.000000 Penalty: 5195.993652
	Iteration 0F: 3 clusters Score -6934925 nChanged 16211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -6943884.000000 Penalty: 5195.993652
	Iteration 1F: 3 clusters Score -6943884 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -6944428.500000 Penalty: 5195.993652
	Iteration 2Q: 3 clusters Score -6944428 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -6944977.000000 Penalty: 5195.993652
	Iteration 3Q: 3 clusters Score -6944977 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -6945542.500000 Penalty: 5195.993652
	Iteration 4Q: 3 clusters Score -6945542 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -6946258.500000 Penalty: 5195.993652
	Iteration 5F: 3 clusters Score -6946258 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -6947213.000000 Penalty: 5195.993652
	Iteration 6F: 3 clusters Score -6947213 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -6948636.000000 Penalty: 5195.993652
	Iteration 7F: 3 clusters Score -6948636 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -6949855.000000 Penalty: 5195.993652
	Iteration 8F: 3 clusters Score -6949855 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -6950793.500000 Penalty: 5195.993652
	Iteration 9F: 3 clusters Score -6950794 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -6951521.500000 Penalty: 5195.993652
	Iteration 10Q: 3 clusters Score -6951522 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -6952023.000000 Penalty: 5195.993652
	Iteration 11Q: 3 clusters Score -6952023 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -6952382.000000 Penalty: 5195.993652
	Iteration 12Q: 3 clusters Score -6952382 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -6952619.500000 Penalty: 5195.993652
	Iteration 13Q: 3 clusters Score -6952620 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -6952831.500000 Penalty: 5195.993652
	Iteration 14Q: 3 clusters Score -6952832 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -6952973.000000 Penalty: 5195.993652
	Iteration 15Q: 3 clusters Score -6952973 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -6953062.500000 Penalty: 5195.993652
	Iteration 16Q: 3 clusters Score -6953062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -6953100.500000 Penalty: 5195.993652
	Iteration 17Q: 3 clusters Score -6953100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -6953149.000000 Penalty: 5195.993652
	Iteration 18Q: 3 clusters Score -6953149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -6953159.000000 Penalty: 5195.993652
	Iteration 19Q: 3 clusters Score -6953159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -6953180.500000 Penalty: 5195.993652
	Iteration 20F: 3 clusters Score -6953180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -6953184.500000 Penalty: 5195.993652
	Iteration 21Q: 3 clusters Score -6953184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -6953209.500000 Penalty: 5195.993652
	Iteration 22Q: 3 clusters Score -6953210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -6953215.000000 Penalty: 5195.993652
	Iteration 23Q: 3 clusters Score -6953215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -6953235.000000 Penalty: 5195.993652
	Iteration 24Q: 3 clusters Score -6953235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -6953260.000000 Penalty: 5195.993652
	Iteration 25Q: 3 clusters Score -6953260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -6953267.000000 Penalty: 5195.993652
	Iteration 26Q: 3 clusters Score -6953267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -6953264.500000 Penalty: 5195.993652
	Iteration 27Q: 3 clusters Score -6953264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -6953264.000000 Penalty: 5195.993652
	Iteration 28Q: 3 clusters Score -6953264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -6953271.000000 Penalty: 5195.993652
	Iteration 29Q: 3 clusters Score -6953271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -6953269.500000 Penalty: 5195.993652
	Iteration 30Q: 3 clusters Score -6953270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -6953272.000000 Penalty: 5195.993652
	Iteration 31Q: 3 clusters Score -6953272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -6953277.000000 Penalty: 5195.993652
	Iteration 32Q: 3 clusters Score -6953277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -6953270.500000 Penalty: 5195.993652
	Iteration 33Q: 3 clusters Score -6953270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -6953270.500000 Penalty: 5195.993652
	Iteration 34F: 3 clusters Score -6953270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (25997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Entering Unmasked Estep 
Score: -5124926.000000 Penalty: 2521.102539
	Iteration 0F: 2 clusters Score -5124926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -5107604.500000 Penalty: 5042.205078
	Iteration 0F: 3 clusters Score -5107604 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -5113670.500000 Penalty: 5042.205078
	Iteration 1F: 3 clusters Score -5113670 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -5114088.500000 Penalty: 5042.205078
	Iteration 2Q: 3 clusters Score -5114088 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -5114428.000000 Penalty: 5042.205078
	Iteration 3Q: 3 clusters Score -5114428 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -5114747.000000 Penalty: 5042.205078
	Iteration 4Q: 3 clusters Score -5114747 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -5114997.000000 Penalty: 5042.205078
	Iteration 5Q: 3 clusters Score -5114997 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -5115247.000000 Penalty: 5042.205078
	Iteration 6Q: 3 clusters Score -5115247 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -5115517.500000 Penalty: 5042.205078
	Iteration 7Q: 3 clusters Score -5115518 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -5115764.000000 Penalty: 5042.205078
	Iteration 8Q: 3 clusters Score -5115764 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -5116073.500000 Penalty: 5042.205078
	Iteration 9Q: 3 clusters Score -5116074 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -5116485.500000 Penalty: 5042.205078
	Iteration 10Q: 3 clusters Score -5116486 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -5117006.500000 Penalty: 5042.205078
	Iteration 11Q: 3 clusters Score -5117006 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -5117623.000000 Penalty: 5042.205078
	Iteration 12Q: 3 clusters Score -5117623 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -5118290.000000 Penalty: 5042.205078
	Iteration 13Q: 3 clusters Score -5118290 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -5118827.000000 Penalty: 5042.205078
	Iteration 14Q: 3 clusters Score -5118827 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -5119210.000000 Penalty: 5042.205078
	Iteration 15Q: 3 clusters Score -5119210 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -5119476.000000 Penalty: 5042.205078
	Iteration 16Q: 3 clusters Score -5119476 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -5119692.000000 Penalty: 5042.205078
	Iteration 17Q: 3 clusters Score -5119692 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5119843.000000 Penalty: 5042.205078
	Iteration 18Q: 3 clusters Score -5119843 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -5119984.000000 Penalty: 5042.205078
	Iteration 19Q: 3 clusters Score -5119984 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -5120109.500000 Penalty: 5042.205078
	Iteration 20F: 3 clusters Score -5120110 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -5120193.500000 Penalty: 5042.205078
	Iteration 21Q: 3 clusters Score -5120194 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -5120277.000000 Penalty: 5042.205078
	Iteration 22Q: 3 clusters Score -5120277 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -5120415.500000 Penalty: 5042.205078
	Iteration 23Q: 3 clusters Score -5120416 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -5120528.000000 Penalty: 5042.205078
	Iteration 24Q: 3 clusters Score -5120528 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -5120686.000000 Penalty: 5042.205078
	Iteration 25Q: 3 clusters Score -5120686 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -5120854.500000 Penalty: 5042.205078
	Iteration 26Q: 3 clusters Score -5120854 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -5121023.000000 Penalty: 5042.205078
	Iteration 27Q: 3 clusters Score -5121023 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -5121195.500000 Penalty: 5042.205078
	Iteration 28Q: 3 clusters Score -5121196 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -5121400.500000 Penalty: 5042.205078
	Iteration 29Q: 3 clusters Score -5121400 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -5121566.000000 Penalty: 5042.205078
	Iteration 30Q: 3 clusters Score -5121566 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -5121748.000000 Penalty: 5042.205078
	Iteration 31Q: 3 clusters Score -5121748 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -5121874.500000 Penalty: 5042.205078
	Iteration 32Q: 3 clusters Score -5121874 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -5121980.000000 Penalty: 5042.205078
	Iteration 33Q: 3 clusters Score -5121980 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -5122067.000000 Penalty: 5042.205078
	Iteration 34Q: 3 clusters Score -5122067 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -5122114.500000 Penalty: 5042.205078
	Iteration 35Q: 3 clusters Score -5122114 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -5122168.000000 Penalty: 5042.205078
	Iteration 36Q: 3 clusters Score -5122168 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -5122193.000000 Penalty: 5042.205078
	Iteration 37Q: 3 clusters Score -5122193 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -5122230.500000 Penalty: 5042.205078
	Iteration 38Q: 3 clusters Score -5122230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -5122246.500000 Penalty: 5042.205078
	Iteration 39Q: 3 clusters Score -5122246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -5122278.000000 Penalty: 5042.205078
	Iteration 40F: 3 clusters Score -5122278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -5122307.500000 Penalty: 5042.205078
	Iteration 41Q: 3 clusters Score -5122308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -5122314.000000 Penalty: 5042.205078
	Iteration 42Q: 3 clusters Score -5122314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -5122316.000000 Penalty: 5042.205078
	Iteration 43Q: 3 clusters Score -5122316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -5122336.000000 Penalty: 5042.205078
	Iteration 44Q: 3 clusters Score -5122336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -5122368.500000 Penalty: 5042.205078
	Iteration 45Q: 3 clusters Score -5122368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -5122377.500000 Penalty: 5042.205078
	Iteration 46Q: 3 clusters Score -5122378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -5122389.500000 Penalty: 5042.205078
	Iteration 47Q: 3 clusters Score -5122390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -5122400.500000 Penalty: 5042.205078
	Iteration 48Q: 3 clusters Score -5122400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -5122405.500000 Penalty: 5042.205078
	Iteration 49Q: 3 clusters Score -5122406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -5122414.000000 Penalty: 5042.205078
	Iteration 50Q: 3 clusters Score -5122414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -5122413.500000 Penalty: 5042.205078
	Iteration 51Q: 3 clusters Score -5122414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -5122407.000000 Penalty: 5042.205078
	Iteration 52Q: 3 clusters Score -5122407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -5122413.500000 Penalty: 5042.205078
	Iteration 53Q: 3 clusters Score -5122414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -5122418.500000 Penalty: 5042.205078
	Iteration 54Q: 3 clusters Score -5122418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -5122418.000000 Penalty: 5042.205078
	Iteration 55Q: 3 clusters Score -5122418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -5122425.500000 Penalty: 5042.205078
	Iteration 56Q: 3 clusters Score -5122426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -5122429.000000 Penalty: 5042.205078
	Iteration 57Q: 3 clusters Score -5122429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -5122423.500000 Penalty: 5042.205078
	Iteration 58Q: 3 clusters Score -5122424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -5122422.500000 Penalty: 5042.205078
	Iteration 59Q: 3 clusters Score -5122422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -5122430.000000 Penalty: 5042.205078
	Iteration 60F: 3 clusters Score -5122430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -5122436.000000 Penalty: 5042.205078
	Iteration 61Q: 3 clusters Score -5122436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -5122430.500000 Penalty: 5042.205078
	Iteration 62Q: 3 clusters Score -5122430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -5122431.000000 Penalty: 5042.205078
	Iteration 63Q: 3 clusters Score -5122431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -5122434.500000 Penalty: 5042.205078
	Iteration 64Q: 3 clusters Score -5122434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -5122433.500000 Penalty: 5042.205078
	Iteration 65Q: 3 clusters Score -5122434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -5122437.000000 Penalty: 5042.205078
	Iteration 66Q: 3 clusters Score -5122437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -5122437.000000 Penalty: 5042.205078
	Iteration 67Q: 3 clusters Score -5122437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -5122439.000000 Penalty: 5042.205078
	Iteration 68Q: 3 clusters Score -5122439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -5122451.500000 Penalty: 5042.205078
	Iteration 69Q: 3 clusters Score -5122452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -5122446.000000 Penalty: 5042.205078
	Iteration 70Q: 3 clusters Score -5122446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -5122452.000000 Penalty: 5042.205078
	Iteration 71Q: 3 clusters Score -5122452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -5122458.500000 Penalty: 5042.205078
	Iteration 72Q: 3 clusters Score -5122458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -5122458.500000 Penalty: 5042.205078
	Iteration 73Q: 3 clusters Score -5122458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -5122468.000000 Penalty: 5042.205078
	Iteration 74Q: 3 clusters Score -5122468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -5122467.500000 Penalty: 5042.205078
	Iteration 75Q: 3 clusters Score -5122468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -5122468.000000 Penalty: 5042.205078
	Iteration 76Q: 3 clusters Score -5122468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -5122472.500000 Penalty: 5042.205078
	Iteration 77Q: 3 clusters Score -5122472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -5122484.000000 Penalty: 5042.205078
	Iteration 78Q: 3 clusters Score -5122484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -5122499.500000 Penalty: 5042.205078
	Iteration 79Q: 3 clusters Score -5122500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -5122517.000000 Penalty: 5042.205078
	Iteration 80F: 3 clusters Score -5122517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -5122536.000000 Penalty: 5042.205078
	Iteration 81Q: 3 clusters Score -5122536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -5122531.000000 Penalty: 5042.205078
	Iteration 82Q: 3 clusters Score -5122531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -5122532.000000 Penalty: 5042.205078
	Iteration 83Q: 3 clusters Score -5122532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -5122529.000000 Penalty: 5042.205078
	Iteration 84Q: 3 clusters Score -5122529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -5122533.500000 Penalty: 5042.205078
	Iteration 85Q: 3 clusters Score -5122534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -5122533.500000 Penalty: 5042.205078
	Iteration 86F: 3 clusters Score -5122534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (29942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Entering Unmasked Estep 
Score: -5891466.500000 Penalty: 2556.140381
	Iteration 0F: 2 clusters Score -5891466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -5872567.000000 Penalty: 5112.280762
	Iteration 0F: 3 clusters Score -5872567 nChanged 13540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -5879997.500000 Penalty: 5112.280762
	Iteration 1F: 3 clusters Score -5879998 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -5880354.500000 Penalty: 5112.280762
	Iteration 2Q: 3 clusters Score -5880354 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -5880634.500000 Penalty: 5112.280762
	Iteration 3Q: 3 clusters Score -5880634 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -5880868.500000 Penalty: 5112.280762
	Iteration 4Q: 3 clusters Score -5880868 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -5881060.000000 Penalty: 5112.280762
	Iteration 5Q: 3 clusters Score -5881060 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -5881317.000000 Penalty: 5112.280762
	Iteration 6Q: 3 clusters Score -5881317 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -5881621.500000 Penalty: 5112.280762
	Iteration 7Q: 3 clusters Score -5881622 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -5881940.000000 Penalty: 5112.280762
	Iteration 8Q: 3 clusters Score -5881940 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -5882489.000000 Penalty: 5112.280762
	Iteration 9Q: 3 clusters Score -5882489 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -5883142.000000 Penalty: 5112.280762
	Iteration 10F: 3 clusters Score -5883142 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -5884047.000000 Penalty: 5112.280762
	Iteration 11F: 3 clusters Score -5884047 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -5884912.500000 Penalty: 5112.280762
	Iteration 12F: 3 clusters Score -5884912 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -5886367.000000 Penalty: 5112.280762
	Iteration 13F: 3 clusters Score -5886367 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5887539.000000 Penalty: 5112.280762
	Iteration 14Q: 3 clusters Score -5887539 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5888273.000000 Penalty: 5112.280762
	Iteration 15Q: 3 clusters Score -5888273 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5888656.000000 Penalty: 5112.280762
	Iteration 16Q: 3 clusters Score -5888656 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5888862.000000 Penalty: 5112.280762
	Iteration 17Q: 3 clusters Score -5888862 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5889001.000000 Penalty: 5112.280762
	Iteration 18Q: 3 clusters Score -5889001 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5889072.500000 Penalty: 5112.280762
	Iteration 19Q: 3 clusters Score -5889072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5889124.000000 Penalty: 5112.280762
	Iteration 20F: 3 clusters Score -5889124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5889148.000000 Penalty: 5112.280762
	Iteration 21Q: 3 clusters Score -5889148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5889168.000000 Penalty: 5112.280762
	Iteration 22Q: 3 clusters Score -5889168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5889201.000000 Penalty: 5112.280762
	Iteration 23Q: 3 clusters Score -5889201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5889201.000000 Penalty: 5112.280762
	Iteration 24Q: 3 clusters Score -5889201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5889212.000000 Penalty: 5112.280762
	Iteration 25Q: 3 clusters Score -5889212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5889224.000000 Penalty: 5112.280762
	Iteration 26Q: 3 clusters Score -5889224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5889231.000000 Penalty: 5112.280762
	Iteration 27Q: 3 clusters Score -5889231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5889255.000000 Penalty: 5112.280762
	Iteration 28Q: 3 clusters Score -5889255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5889252.500000 Penalty: 5112.280762
	Iteration 29Q: 3 clusters Score -5889252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5889267.000000 Penalty: 5112.280762
	Iteration 30Q: 3 clusters Score -5889267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5889271.000000 Penalty: 5112.280762
	Iteration 31Q: 3 clusters Score -5889271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5889267.000000 Penalty: 5112.280762
	Iteration 32Q: 3 clusters Score -5889267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5889267.000000 Penalty: 5112.280762
	Iteration 33Q: 3 clusters Score -5889267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5889273.500000 Penalty: 5112.280762
	Iteration 34Q: 3 clusters Score -5889274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5889277.000000 Penalty: 5112.280762
	Iteration 35Q: 3 clusters Score -5889277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5889282.500000 Penalty: 5112.280762
	Iteration 36Q: 3 clusters Score -5889282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5889286.000000 Penalty: 5112.280762
	Iteration 37Q: 3 clusters Score -5889286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5889286.500000 Penalty: 5112.280762
	Iteration 38Q: 3 clusters Score -5889286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5889288.000000 Penalty: 5112.280762
	Iteration 39Q: 3 clusters Score -5889288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5889289.500000 Penalty: 5112.280762
	Iteration 40F: 3 clusters Score -5889290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5889296.500000 Penalty: 5112.280762
	Iteration 41Q: 3 clusters Score -5889296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5889288.500000 Penalty: 5112.280762
	Iteration 42Q: 3 clusters Score -5889288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5889293.000000 Penalty: 5112.280762
	Iteration 43Q: 3 clusters Score -5889293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5889293.000000 Penalty: 5112.280762
	Iteration 44F: 3 clusters Score -5889293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (36420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Entering Unmasked Estep 
Score: -7121618.000000 Penalty: 2604.712646
	Iteration 0F: 2 clusters Score -7121618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -7099823.500000 Penalty: 5209.425293
	Iteration 0F: 3 clusters Score -7099824 nChanged 16492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -7108746.000000 Penalty: 5209.425293
	Iteration 1F: 3 clusters Score -7108746 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -7109173.000000 Penalty: 5209.425293
	Iteration 2Q: 3 clusters Score -7109173 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -7109597.500000 Penalty: 5209.425293
	Iteration 3Q: 3 clusters Score -7109598 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -7110048.500000 Penalty: 5209.425293
	Iteration 4Q: 3 clusters Score -7110048 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -7110608.500000 Penalty: 5209.425293
	Iteration 5Q: 3 clusters Score -7110608 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -7111313.000000 Penalty: 5209.425293
	Iteration 6Q: 3 clusters Score -7111313 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -7112233.000000 Penalty: 5209.425293
	Iteration 7F: 3 clusters Score -7112233 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -7113405.500000 Penalty: 5209.425293
	Iteration 8F: 3 clusters Score -7113406 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -7114754.000000 Penalty: 5209.425293
	Iteration 9F: 3 clusters Score -7114754 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -7115943.500000 Penalty: 5209.425293
	Iteration 10F: 3 clusters Score -7115944 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -7116870.000000 Penalty: 5209.425293
	Iteration 11Q: 3 clusters Score -7116870 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -7117516.000000 Penalty: 5209.425293
	Iteration 12Q: 3 clusters Score -7117516 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -7117994.500000 Penalty: 5209.425293
	Iteration 13Q: 3 clusters Score -7117994 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -7118356.500000 Penalty: 5209.425293
	Iteration 14Q: 3 clusters Score -7118356 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7118628.000000 Penalty: 5209.425293
	Iteration 15Q: 3 clusters Score -7118628 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7118797.000000 Penalty: 5209.425293
	Iteration 16Q: 3 clusters Score -7118797 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7118907.500000 Penalty: 5209.425293
	Iteration 17Q: 3 clusters Score -7118908 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7118999.000000 Penalty: 5209.425293
	Iteration 18Q: 3 clusters Score -7118999 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7119060.000000 Penalty: 5209.425293
	Iteration 19Q: 3 clusters Score -7119060 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7119110.000000 Penalty: 5209.425293
	Iteration 20F: 3 clusters Score -7119110 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7119170.500000 Penalty: 5209.425293
	Iteration 21Q: 3 clusters Score -7119170 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7119224.500000 Penalty: 5209.425293
	Iteration 22Q: 3 clusters Score -7119224 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7119271.000000 Penalty: 5209.425293
	Iteration 23Q: 3 clusters Score -7119271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7119315.000000 Penalty: 5209.425293
	Iteration 24Q: 3 clusters Score -7119315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7119322.000000 Penalty: 5209.425293
	Iteration 25Q: 3 clusters Score -7119322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7119348.500000 Penalty: 5209.425293
	Iteration 26Q: 3 clusters Score -7119348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7119353.000000 Penalty: 5209.425293
	Iteration 27Q: 3 clusters Score -7119353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7119349.000000 Penalty: 5209.425293
	Iteration 28Q: 3 clusters Score -7119349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7119352.000000 Penalty: 5209.425293
	Iteration 29Q: 3 clusters Score -7119352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7119349.000000 Penalty: 5209.425293
	Iteration 30Q: 3 clusters Score -7119349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7119348.500000 Penalty: 5209.425293
	Iteration 31Q: 3 clusters Score -7119348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7119348.000000 Penalty: 5209.425293
	Iteration 32Q: 3 clusters Score -7119348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7119355.500000 Penalty: 5209.425293
	Iteration 33Q: 3 clusters Score -7119356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7119353.000000 Penalty: 5209.425293
	Iteration 34Q: 3 clusters Score -7119353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7119354.500000 Penalty: 5209.425293
	Iteration 35Q: 3 clusters Score -7119354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7119363.500000 Penalty: 5209.425293
	Iteration 36Q: 3 clusters Score -7119364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7119364.500000 Penalty: 5209.425293
	Iteration 37Q: 3 clusters Score -7119364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7119360.000000 Penalty: 5209.425293
	Iteration 38Q: 3 clusters Score -7119360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7119380.000000 Penalty: 5209.425293
	Iteration 39Q: 3 clusters Score -7119380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7119377.500000 Penalty: 5209.425293
	Iteration 40F: 3 clusters Score -7119378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7119384.000000 Penalty: 5209.425293
	Iteration 41Q: 3 clusters Score -7119384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7119381.500000 Penalty: 5209.425293
	Iteration 42Q: 3 clusters Score -7119382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7119382.500000 Penalty: 5209.425293
	Iteration 43Q: 3 clusters Score -7119382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7119387.000000 Penalty: 5209.425293
	Iteration 44Q: 3 clusters Score -7119387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7119386.500000 Penalty: 5209.425293
	Iteration 45Q: 3 clusters Score -7119386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7119386.500000 Penalty: 5209.425293
	Iteration 46F: 3 clusters Score -7119386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 22122 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3882 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5388 members 
Mstep: Class 13 contains 31554 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15450 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7962 members 
Mstep: Class 19 contains 38965 members 
Mstep: Class 20 contains 8190 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13846 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14324 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19310 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3433 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15560 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28086 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16088 members 
Mstep: Class 53 contains 2390 members 
Mstep: Class 54 contains 35447 members 
Mstep: Class 55 contains 25997 members 
Mstep: Class 56 contains 29942 members 
Mstep: Class 57 contains 36420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247328.000000 Penalty: 180303.937500
Iteration 319Q: 57 clusters Score -8.424733e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 22095 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 31429 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15463 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7966 members 
Mstep: Class 19 contains 38980 members 
Mstep: Class 20 contains 8188 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13695 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14322 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19313 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3432 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6355 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15559 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28167 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16085 members 
Mstep: Class 53 contains 2389 members 
Mstep: Class 54 contains 35439 members 
Mstep: Class 55 contains 26150 members 
Mstep: Class 56 contains 29968 members 
Mstep: Class 57 contains 36460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247504.000000 Penalty: 180303.937500
Iteration 320F: 57 clusters Score -8.42475e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 22037 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5388 members 
Mstep: Class 13 contains 31313 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15463 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7965 members 
Mstep: Class 19 contains 38972 members 
Mstep: Class 20 contains 8187 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13546 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14322 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19309 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 3433 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6440 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15566 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28249 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16078 members 
Mstep: Class 53 contains 2390 members 
Mstep: Class 54 contains 35436 members 
Mstep: Class 55 contains 26291 members 
Mstep: Class 56 contains 29989 members 
Mstep: Class 57 contains 36504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247536.000000 Penalty: 180303.937500
Iteration 321Q: 57 clusters Score -8.424754e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 21978 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5390 members 
Mstep: Class 13 contains 31191 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15470 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7954 members 
Mstep: Class 19 contains 38987 members 
Mstep: Class 20 contains 8188 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 13372 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14320 members 
Mstep: Class 31 contains 2026 members 
Mstep: Class 32 contains 19312 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3434 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6526 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15563 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2424 members 
Mstep: Class 49 contains 28346 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16079 members 
Mstep: Class 53 contains 2390 members 
Mstep: Class 54 contains 35433 members 
Mstep: Class 55 contains 26443 members 
Mstep: Class 56 contains 30012 members 
Mstep: Class 57 contains 36532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247536.000000 Penalty: 180303.937500
Iteration 322Q: 57 clusters Score -8.424754e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 21920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5390 members 
Mstep: Class 13 contains 31057 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 38997 members 
Mstep: Class 20 contains 8181 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 13229 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14319 members 
Mstep: Class 31 contains 2027 members 
Mstep: Class 32 contains 19316 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3435 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6621 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15561 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2425 members 
Mstep: Class 49 contains 28419 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16081 members 
Mstep: Class 53 contains 2389 members 
Mstep: Class 54 contains 35431 members 
Mstep: Class 55 contains 26588 members 
Mstep: Class 56 contains 30053 members 
Mstep: Class 57 contains 36556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247656.000000 Penalty: 180303.937500
Iteration 323Q: 57 clusters Score -8.424766e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 21861 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 30933 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15480 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 39007 members 
Mstep: Class 20 contains 8175 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 13098 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14319 members 
Mstep: Class 31 contains 2028 members 
Mstep: Class 32 contains 19314 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3435 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6731 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15561 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2426 members 
Mstep: Class 49 contains 28472 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16080 members 
Mstep: Class 53 contains 2389 members 
Mstep: Class 54 contains 35412 members 
Mstep: Class 55 contains 26740 members 
Mstep: Class 56 contains 30091 members 
Mstep: Class 57 contains 36592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247736.000000 Penalty: 180303.937500
Iteration 324Q: 57 clusters Score -8.424774e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 21794 members 
Mstep: Class 3 contains 1231 members 
Mstep: Class 4 contains 3878 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5390 members 
Mstep: Class 13 contains 30817 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15487 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7942 members 
Mstep: Class 19 contains 39020 members 
Mstep: Class 20 contains 8176 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 12982 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14320 members 
Mstep: Class 31 contains 2028 members 
Mstep: Class 32 contains 19317 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3430 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6845 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15562 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 28495 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16077 members 
Mstep: Class 53 contains 2391 members 
Mstep: Class 54 contains 35386 members 
Mstep: Class 55 contains 26849 members 
Mstep: Class 56 contains 30141 members 
Mstep: Class 57 contains 36646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247832.000000 Penalty: 180303.937500
Iteration 325Q: 57 clusters Score -8.424783e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 21737 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 5067 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5391 members 
Mstep: Class 13 contains 30693 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15490 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7943 members 
Mstep: Class 19 contains 39012 members 
Mstep: Class 20 contains 8185 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 12884 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14320 members 
Mstep: Class 31 contains 2029 members 
Mstep: Class 32 contains 19312 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3430 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 6948 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15567 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 28526 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16072 members 
Mstep: Class 53 contains 2393 members 
Mstep: Class 54 contains 35335 members 
Mstep: Class 55 contains 26962 members 
Mstep: Class 56 contains 30214 members 
Mstep: Class 57 contains 36697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247920.000000 Penalty: 180303.937500
Iteration 326Q: 57 clusters Score -8.424792e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 5067 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5391 members 
Mstep: Class 13 contains 30549 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15491 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7945 members 
Mstep: Class 19 contains 39004 members 
Mstep: Class 20 contains 8189 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 12789 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14321 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19310 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3427 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7053 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15564 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 28548 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16072 members 
Mstep: Class 53 contains 2395 members 
Mstep: Class 54 contains 35284 members 
Mstep: Class 55 contains 27101 members 
Mstep: Class 56 contains 30265 members 
Mstep: Class 57 contains 36755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247976.000000 Penalty: 180303.937500
Iteration 327Q: 57 clusters Score -8.424798e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 21656 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 3876 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5388 members 
Mstep: Class 13 contains 30393 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15497 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 38993 members 
Mstep: Class 20 contains 8189 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 12695 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14322 members 
Mstep: Class 31 contains 2029 members 
Mstep: Class 32 contains 19306 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7165 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15562 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 28591 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16062 members 
Mstep: Class 53 contains 2396 members 
Mstep: Class 54 contains 35268 members 
Mstep: Class 55 contains 27247 members 
Mstep: Class 56 contains 30295 members 
Mstep: Class 57 contains 36798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247912.000000 Penalty: 180303.937500
Iteration 328Q: 57 clusters Score -8.424791e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 21629 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 3874 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 30190 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15501 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7949 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 8185 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 12593 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14324 members 
Mstep: Class 31 contains 2029 members 
Mstep: Class 32 contains 19306 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3417 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7276 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15563 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 28628 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16061 members 
Mstep: Class 53 contains 2398 members 
Mstep: Class 54 contains 35252 members 
Mstep: Class 55 contains 27412 members 
Mstep: Class 56 contains 30330 members 
Mstep: Class 57 contains 36843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248080.000000 Penalty: 180303.937500
Iteration 329Q: 57 clusters Score -8.424808e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 21579 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 3873 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 30025 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15499 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 39001 members 
Mstep: Class 20 contains 8188 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4832 members 
Mstep: Class 27 contains 12502 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14325 members 
Mstep: Class 31 contains 2028 members 
Mstep: Class 32 contains 19304 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3415 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7393 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15566 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2426 members 
Mstep: Class 49 contains 28640 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16059 members 
Mstep: Class 53 contains 2398 members 
Mstep: Class 54 contains 35216 members 
Mstep: Class 55 contains 27571 members 
Mstep: Class 56 contains 30363 members 
Mstep: Class 57 contains 36898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247992.000000 Penalty: 180303.937500
Iteration 330Q: 57 clusters Score -8.424799e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 21538 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 3872 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 29852 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15500 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7950 members 
Mstep: Class 19 contains 38993 members 
Mstep: Class 20 contains 8187 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4832 members 
Mstep: Class 27 contains 12407 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14322 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19313 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3417 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7509 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15563 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2426 members 
Mstep: Class 49 contains 28664 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16059 members 
Mstep: Class 53 contains 2399 members 
Mstep: Class 54 contains 35186 members 
Mstep: Class 55 contains 27701 members 
Mstep: Class 56 contains 30427 members 
Mstep: Class 57 contains 36940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248008.000000 Penalty: 180303.937500
Iteration 331Q: 57 clusters Score -8.424801e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 21508 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 29709 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15505 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 12325 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14327 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19314 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3418 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7631 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15569 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2426 members 
Mstep: Class 49 contains 28662 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16056 members 
Mstep: Class 53 contains 2397 members 
Mstep: Class 54 contains 35179 members 
Mstep: Class 55 contains 27774 members 
Mstep: Class 56 contains 30494 members 
Mstep: Class 57 contains 36973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247960.000000 Penalty: 180303.937500
Iteration 332Q: 57 clusters Score -8.424796e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 21477 members 
Mstep: Class 3 contains 1231 members 
Mstep: Class 4 contains 3870 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 29576 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15505 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 38991 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4832 members 
Mstep: Class 27 contains 12259 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14326 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19312 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3416 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7737 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15573 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2426 members 
Mstep: Class 49 contains 28665 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16055 members 
Mstep: Class 53 contains 2397 members 
Mstep: Class 54 contains 35200 members 
Mstep: Class 55 contains 27844 members 
Mstep: Class 56 contains 30537 members 
Mstep: Class 57 contains 36991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248072.000000 Penalty: 180303.937500
Iteration 333Q: 57 clusters Score -8.424807e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 21458 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 3870 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 29490 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15508 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7936 members 
Mstep: Class 19 contains 38986 members 
Mstep: Class 20 contains 8193 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 12187 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14325 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19306 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 3415 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7821 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15572 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2426 members 
Mstep: Class 49 contains 28678 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16053 members 
Mstep: Class 53 contains 2397 members 
Mstep: Class 54 contains 35207 members 
Mstep: Class 55 contains 27907 members 
Mstep: Class 56 contains 30583 members 
Mstep: Class 57 contains 37006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247952.000000 Penalty: 180303.937500
Iteration 334Q: 57 clusters Score -8.424795e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 21456 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3870 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 29411 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15511 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 38981 members 
Mstep: Class 20 contains 8195 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4829 members 
Mstep: Class 27 contains 12118 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14325 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 19307 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 3415 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 951 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7909 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15572 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2426 members 
Mstep: Class 49 contains 28681 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16050 members 
Mstep: Class 53 contains 2397 members 
Mstep: Class 54 contains 35209 members 
Mstep: Class 55 contains 27932 members 
Mstep: Class 56 contains 30642 members 
Mstep: Class 57 contains 37030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247960.000000 Penalty: 180303.937500
Iteration 335Q: 57 clusters Score -8.424796e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 21450 members 
Mstep: Class 3 contains 1238 members 
Mstep: Class 4 contains 3870 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 29331 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15515 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7925 members 
Mstep: Class 19 contains 38979 members 
Mstep: Class 20 contains 8192 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 12053 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14326 members 
Mstep: Class 31 contains 2029 members 
Mstep: Class 32 contains 19304 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3411 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 951 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 7988 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15573 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2426 members 
Mstep: Class 49 contains 28686 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16044 members 
Mstep: Class 53 contains 2396 members 
Mstep: Class 54 contains 35233 members 
Mstep: Class 55 contains 27962 members 
Mstep: Class 56 contains 30688 members 
Mstep: Class 57 contains 37041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247992.000000 Penalty: 180303.937500
Iteration 336Q: 57 clusters Score -8.424799e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 21425 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 777 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 29259 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15516 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7928 members 
Mstep: Class 19 contains 38981 members 
Mstep: Class 20 contains 8193 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 11996 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14331 members 
Mstep: Class 31 contains 2029 members 
Mstep: Class 32 contains 19306 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3407 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 950 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8088 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15573 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 28699 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16036 members 
Mstep: Class 53 contains 2396 members 
Mstep: Class 54 contains 35258 members 
Mstep: Class 55 contains 27957 members 
Mstep: Class 56 contains 30731 members 
Mstep: Class 57 contains 37038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248088.000000 Penalty: 180303.937500
Iteration 337Q: 57 clusters Score -8.424809e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 21409 members 
Mstep: Class 3 contains 1237 members 
Mstep: Class 4 contains 3872 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5388 members 
Mstep: Class 13 contains 29208 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15517 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7928 members 
Mstep: Class 19 contains 38972 members 
Mstep: Class 20 contains 8196 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4818 members 
Mstep: Class 27 contains 11935 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14332 members 
Mstep: Class 31 contains 2029 members 
Mstep: Class 32 contains 19297 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 3399 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 950 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15575 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2429 members 
Mstep: Class 49 contains 28714 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 766 members 
Mstep: Class 52 contains 16033 members 
Mstep: Class 53 contains 2395 members 
Mstep: Class 54 contains 35268 members 
Mstep: Class 55 contains 27952 members 
Mstep: Class 56 contains 30771 members 
Mstep: Class 57 contains 37048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248200.000000 Penalty: 180303.937500
Iteration 338Q: 57 clusters Score -8.42482e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 21388 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5392 members 
Mstep: Class 13 contains 29147 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15521 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7930 members 
Mstep: Class 19 contains 38974 members 
Mstep: Class 20 contains 8196 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4817 members 
Mstep: Class 27 contains 11877 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14333 members 
Mstep: Class 31 contains 2029 members 
Mstep: Class 32 contains 19293 members 
Mstep: Class 33 contains 2402 members 
Mstep: Class 34 contains 3399 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 951 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8301 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15577 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2432 members 
Mstep: Class 49 contains 28712 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16029 members 
Mstep: Class 53 contains 2393 members 
Mstep: Class 54 contains 35261 members 
Mstep: Class 55 contains 27937 members 
Mstep: Class 56 contains 30826 members 
Mstep: Class 57 contains 37069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248160.000000 Penalty: 180303.937500
Iteration 339Q: 57 clusters Score -8.424816e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 21345 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5391 members 
Mstep: Class 13 contains 29105 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15522 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7932 members 
Mstep: Class 19 contains 38975 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4815 members 
Mstep: Class 27 contains 11820 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14339 members 
Mstep: Class 31 contains 2028 members 
Mstep: Class 32 contains 19290 members 
Mstep: Class 33 contains 2402 members 
Mstep: Class 34 contains 3398 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8425 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15578 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 28711 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16024 members 
Mstep: Class 53 contains 2393 members 
Mstep: Class 54 contains 35253 members 
Mstep: Class 55 contains 27907 members 
Mstep: Class 56 contains 30882 members 
Mstep: Class 57 contains 37088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248304.000000 Penalty: 180303.937500
Iteration 340F: 57 clusters Score -8.42483e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 21305 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3870 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5391 members 
Mstep: Class 13 contains 29068 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15525 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7939 members 
Mstep: Class 19 contains 38996 members 
Mstep: Class 20 contains 8197 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 11755 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14341 members 
Mstep: Class 31 contains 2028 members 
Mstep: Class 32 contains 19291 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 3395 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8527 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15578 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28686 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16022 members 
Mstep: Class 53 contains 2390 members 
Mstep: Class 54 contains 35237 members 
Mstep: Class 55 contains 27884 members 
Mstep: Class 56 contains 30931 members 
Mstep: Class 57 contains 37137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248112.000000 Penalty: 180303.937500
Iteration 341Q: 57 clusters Score -8.424811e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 21250 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 29048 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15523 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7940 members 
Mstep: Class 19 contains 39005 members 
Mstep: Class 20 contains 8197 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4809 members 
Mstep: Class 27 contains 11701 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14340 members 
Mstep: Class 31 contains 2028 members 
Mstep: Class 32 contains 19289 members 
Mstep: Class 33 contains 2404 members 
Mstep: Class 34 contains 3392 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8629 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15587 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2439 members 
Mstep: Class 49 contains 28647 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16019 members 
Mstep: Class 53 contains 2389 members 
Mstep: Class 54 contains 35240 members 
Mstep: Class 55 contains 27871 members 
Mstep: Class 56 contains 30959 members 
Mstep: Class 57 contains 37187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248080.000000 Penalty: 180303.937500
Iteration 342Q: 57 clusters Score -8.424808e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 21208 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5397 members 
Mstep: Class 13 contains 29046 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15518 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 39009 members 
Mstep: Class 20 contains 8196 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 11659 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14340 members 
Mstep: Class 31 contains 2028 members 
Mstep: Class 32 contains 19283 members 
Mstep: Class 33 contains 2404 members 
Mstep: Class 34 contains 3393 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8729 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15594 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2440 members 
Mstep: Class 49 contains 28618 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16020 members 
Mstep: Class 53 contains 2388 members 
Mstep: Class 54 contains 35255 members 
Mstep: Class 55 contains 27831 members 
Mstep: Class 56 contains 30985 members 
Mstep: Class 57 contains 37216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248056.000000 Penalty: 180303.937500
Iteration 343Q: 57 clusters Score -8.424806e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 21173 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5399 members 
Mstep: Class 13 contains 29049 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15514 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 39019 members 
Mstep: Class 20 contains 8195 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 11612 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14343 members 
Mstep: Class 31 contains 2028 members 
Mstep: Class 32 contains 19284 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 3396 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8818 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15595 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2440 members 
Mstep: Class 49 contains 28590 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16019 members 
Mstep: Class 53 contains 2389 members 
Mstep: Class 54 contains 35271 members 
Mstep: Class 55 contains 27805 members 
Mstep: Class 56 contains 30986 members 
Mstep: Class 57 contains 37247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248024.000000 Penalty: 180303.937500
Iteration 344Q: 57 clusters Score -8.424802e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 21136 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5397 members 
Mstep: Class 13 contains 29061 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15515 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7947 members 
Mstep: Class 19 contains 39033 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 11561 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14346 members 
Mstep: Class 31 contains 2027 members 
Mstep: Class 32 contains 19289 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 3395 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 8915 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15595 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2440 members 
Mstep: Class 49 contains 28560 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16016 members 
Mstep: Class 53 contains 2390 members 
Mstep: Class 54 contains 35278 members 
Mstep: Class 55 contains 27769 members 
Mstep: Class 56 contains 30996 members 
Mstep: Class 57 contains 37286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247856.000000 Penalty: 180303.937500
Iteration 345Q: 57 clusters Score -8.424786e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 21103 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 29066 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15516 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 39047 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 11508 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14346 members 
Mstep: Class 31 contains 2027 members 
Mstep: Class 32 contains 19286 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 3395 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9014 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15597 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2440 members 
Mstep: Class 49 contains 28533 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16018 members 
Mstep: Class 53 contains 2389 members 
Mstep: Class 54 contains 35285 members 
Mstep: Class 55 contains 27733 members 
Mstep: Class 56 contains 31010 members 
Mstep: Class 57 contains 37322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247840.000000 Penalty: 180303.937500
Iteration 346Q: 57 clusters Score -8.424784e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 21096 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5396 members 
Mstep: Class 13 contains 29083 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15514 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7941 members 
Mstep: Class 19 contains 39052 members 
Mstep: Class 20 contains 8193 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 11459 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14347 members 
Mstep: Class 31 contains 2027 members 
Mstep: Class 32 contains 19284 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 3392 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9097 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15597 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2440 members 
Mstep: Class 49 contains 28495 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16019 members 
Mstep: Class 53 contains 2391 members 
Mstep: Class 54 contains 35275 members 
Mstep: Class 55 contains 27682 members 
Mstep: Class 56 contains 31035 members 
Mstep: Class 57 contains 37382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248136.000000 Penalty: 180303.937500
Iteration 347Q: 57 clusters Score -8.424814e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 21086 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 29094 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15511 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7938 members 
Mstep: Class 19 contains 39054 members 
Mstep: Class 20 contains 8193 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 11416 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14346 members 
Mstep: Class 31 contains 2027 members 
Mstep: Class 32 contains 19284 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 3387 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9163 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15601 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2440 members 
Mstep: Class 49 contains 28466 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16021 members 
Mstep: Class 53 contains 2393 members 
Mstep: Class 54 contains 35269 members 
Mstep: Class 55 contains 27656 members 
Mstep: Class 56 contains 31048 members 
Mstep: Class 57 contains 37432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248080.000000 Penalty: 180303.937500
Iteration 348Q: 57 clusters Score -8.424808e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21071 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5393 members 
Mstep: Class 13 contains 29108 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15512 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7937 members 
Mstep: Class 19 contains 39060 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4809 members 
Mstep: Class 27 contains 11373 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14344 members 
Mstep: Class 31 contains 2026 members 
Mstep: Class 32 contains 19282 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 3381 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9236 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15600 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2440 members 
Mstep: Class 49 contains 28428 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16025 members 
Mstep: Class 53 contains 2392 members 
Mstep: Class 54 contains 35266 members 
Mstep: Class 55 contains 27632 members 
Mstep: Class 56 contains 31070 members 
Mstep: Class 57 contains 37476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248008.000000 Penalty: 180303.937500
Iteration 349Q: 57 clusters Score -8.424801e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 21046 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 29126 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15513 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7941 members 
Mstep: Class 19 contains 39064 members 
Mstep: Class 20 contains 8189 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 11333 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14345 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19282 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 3377 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9332 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15599 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2440 members 
Mstep: Class 49 contains 28391 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16025 members 
Mstep: Class 53 contains 2392 members 
Mstep: Class 54 contains 35264 members 
Mstep: Class 55 contains 27589 members 
Mstep: Class 56 contains 31095 members 
Mstep: Class 57 contains 37504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247984.000000 Penalty: 180303.937500
Iteration 350Q: 57 clusters Score -8.424798e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 21023 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5396 members 
Mstep: Class 13 contains 29133 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15517 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7945 members 
Mstep: Class 19 contains 39054 members 
Mstep: Class 20 contains 8192 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 11302 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14346 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19285 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3372 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9403 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15598 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2439 members 
Mstep: Class 49 contains 28348 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16026 members 
Mstep: Class 53 contains 2392 members 
Mstep: Class 54 contains 35274 members 
Mstep: Class 55 contains 27561 members 
Mstep: Class 56 contains 31121 members 
Mstep: Class 57 contains 37534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248096.000000 Penalty: 180303.937500
Iteration 351Q: 57 clusters Score -8.42481e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 21019 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5398 members 
Mstep: Class 13 contains 29148 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15515 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 39048 members 
Mstep: Class 20 contains 8188 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 11269 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14347 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19286 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3369 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9472 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15600 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2439 members 
Mstep: Class 49 contains 28299 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16026 members 
Mstep: Class 53 contains 2392 members 
Mstep: Class 54 contains 35289 members 
Mstep: Class 55 contains 27541 members 
Mstep: Class 56 contains 31123 members 
Mstep: Class 57 contains 37573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248008.000000 Penalty: 180303.937500
Iteration 352Q: 57 clusters Score -8.424801e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 21020 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 5400 members 
Mstep: Class 13 contains 29154 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15517 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7953 members 
Mstep: Class 19 contains 39039 members 
Mstep: Class 20 contains 8189 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 11232 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14350 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19288 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3359 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9536 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15600 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 28264 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16017 members 
Mstep: Class 53 contains 2392 members 
Mstep: Class 54 contains 35300 members 
Mstep: Class 55 contains 27520 members 
Mstep: Class 56 contains 31124 members 
Mstep: Class 57 contains 37616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247872.000000 Penalty: 180303.937500
Iteration 353Q: 57 clusters Score -8.424787e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 21010 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3864 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 29166 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15519 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7951 members 
Mstep: Class 19 contains 39040 members 
Mstep: Class 20 contains 8188 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 11187 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14349 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19287 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3351 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9606 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15601 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28239 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16016 members 
Mstep: Class 53 contains 2393 members 
Mstep: Class 54 contains 35309 members 
Mstep: Class 55 contains 27495 members 
Mstep: Class 56 contains 31126 members 
Mstep: Class 57 contains 37662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247816.000000 Penalty: 180303.937500
Iteration 354Q: 57 clusters Score -8.424782e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 21005 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5391 members 
Mstep: Class 13 contains 29172 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15518 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7950 members 
Mstep: Class 19 contains 39049 members 
Mstep: Class 20 contains 8186 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 11119 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14348 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19290 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3346 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9689 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15601 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28218 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16016 members 
Mstep: Class 53 contains 2393 members 
Mstep: Class 54 contains 35323 members 
Mstep: Class 55 contains 27482 members 
Mstep: Class 56 contains 31103 members 
Mstep: Class 57 contains 37731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247968.000000 Penalty: 180303.937500
Iteration 355Q: 57 clusters Score -8.424797e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 20993 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 29162 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15521 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7952 members 
Mstep: Class 19 contains 39055 members 
Mstep: Class 20 contains 8182 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 11049 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14349 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19296 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 3343 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9745 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15602 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28195 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16013 members 
Mstep: Class 53 contains 2391 members 
Mstep: Class 54 contains 35318 members 
Mstep: Class 55 contains 27486 members 
Mstep: Class 56 contains 31105 members 
Mstep: Class 57 contains 37811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247728.000000 Penalty: 180303.937500
Iteration 356Q: 57 clusters Score -8.424773e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 21003 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 29153 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15520 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7950 members 
Mstep: Class 19 contains 39041 members 
Mstep: Class 20 contains 8180 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 10988 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14352 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19301 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 3339 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9800 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15597 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28182 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16010 members 
Mstep: Class 53 contains 2391 members 
Mstep: Class 54 contains 35329 members 
Mstep: Class 55 contains 27482 members 
Mstep: Class 56 contains 31114 members 
Mstep: Class 57 contains 37869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247664.000000 Penalty: 180303.937500
Iteration 357Q: 57 clusters Score -8.424766e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 21000 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5380 members 
Mstep: Class 13 contains 29156 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15521 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7951 members 
Mstep: Class 19 contains 39042 members 
Mstep: Class 20 contains 8179 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 10926 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14352 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19306 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 3337 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9852 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15593 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28162 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16007 members 
Mstep: Class 53 contains 2390 members 
Mstep: Class 54 contains 35344 members 
Mstep: Class 55 contains 27484 members 
Mstep: Class 56 contains 31122 members 
Mstep: Class 57 contains 37914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247424.000000 Penalty: 180303.937500
Iteration 358Q: 57 clusters Score -8.424742e+07 nChanged 515
Entering ConstructFrom: 
Score: -84247424.000000 Penalty: 180303.937500
Entering ConstructFrom: 
Trying to split cluster 1 (6792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Entering Unmasked Estep 
Score: -1336655.000000 Penalty: 2188.228271
	Iteration 0F: 2 clusters Score -1336655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1330944.750000 Penalty: 4376.456543
	Iteration 0F: 3 clusters Score -1330945 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1332375.875000 Penalty: 4376.456543
	Iteration 1F: 3 clusters Score -1332376 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1332602.500000 Penalty: 4376.456543
	Iteration 2F: 3 clusters Score -1332602 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1332755.375000 Penalty: 4376.456543
	Iteration 3Q: 3 clusters Score -1332755 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1332855.000000 Penalty: 4376.456543
	Iteration 4Q: 3 clusters Score -1332855 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1332926.875000 Penalty: 4376.456543
	Iteration 5Q: 3 clusters Score -1332927 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1332983.000000 Penalty: 4376.456543
	Iteration 6Q: 3 clusters Score -1332983 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1333025.250000 Penalty: 4376.456543
	Iteration 7Q: 3 clusters Score -1333025 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1333052.625000 Penalty: 4376.456543
	Iteration 8Q: 3 clusters Score -1333053 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1333081.750000 Penalty: 4376.456543
	Iteration 9Q: 3 clusters Score -1333082 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1333111 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1333136 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1333162 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1333183 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1333223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1333240.000000 Penalty: 4376.456543
	Iteration 16Q: 3 clusters Score -1333240 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1333254 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1333267 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1333279 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1333294 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1333315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1333321.625000 Penalty: 4376.456543
	Iteration 24Q: 3 clusters Score -1333322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1333327.375000 Penalty: 4376.456543
	Iteration 25Q: 3 clusters Score -1333327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1333332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1333337.250000 Penalty: 4376.456543
	Iteration 27Q: 3 clusters Score -1333337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1333342 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1333341.000000 Penalty: 4376.456543
	Iteration 29Q: 3 clusters Score -1333341 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1333351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1333353.000000 Penalty: 4376.456543
	Iteration 31Q: 3 clusters Score -1333353 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1333359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1333363.750000 Penalty: 4376.456543
	Iteration 33Q: 3 clusters Score -1333364 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1333366 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1333368 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1333376 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1333381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1333388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1333396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1333402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1333409 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1333410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1333418 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1333426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1333430 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1333438 nChanged 41
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Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1333454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1333460 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1333470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1333476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1333482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1333491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1333500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
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Entering Unmasked Estep 
Score: -1333514.875000 Penalty: 4376.456543
	Iteration 54Q: 3 clusters Score -1333515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1333530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1333554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1333578 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1333606 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1333633 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1333666 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1333715 nChanged 106
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Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1333765 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1333803 nChanged 126
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Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1333863 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1333930 nChanged 135
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Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1334002 nChanged 125
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Mstep: Class 1 contains 5670 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1334088 nChanged 149
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Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1334193 nChanged 139
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Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1334287 nChanged 129
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Mstep: Class 1 contains 6075 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1334378 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1334444 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1334487.875000 Penalty: 4376.456543
	Iteration 72Q: 3 clusters Score -1334488 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1334521.750000 Penalty: 4376.456543
	Iteration 73Q: 3 clusters Score -1334522 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1334551.625000 Penalty: 4376.456543
	Iteration 74Q: 3 clusters Score -1334552 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1334571.875000 Penalty: 4376.456543
	Iteration 75Q: 3 clusters Score -1334572 nChanged 17
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Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1334590 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1334605.000000 Penalty: 4376.456543
	Iteration 77Q: 3 clusters Score -1334605 nChanged 13
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Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1334615.250000 Penalty: 4376.456543
	Iteration 78Q: 3 clusters Score -1334615 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1334624.750000 Penalty: 4376.456543
	Iteration 79Q: 3 clusters Score -1334625 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1334632.250000 Penalty: 4376.456543
	Iteration 80F: 3 clusters Score -1334632 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1334639.000000 Penalty: 4376.456543
	Iteration 81Q: 3 clusters Score -1334639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1334641.625000 Penalty: 4376.456543
	Iteration 82Q: 3 clusters Score -1334642 nChanged 4
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Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1334646.500000 Penalty: 4376.456543
	Iteration 83Q: 3 clusters Score -1334646 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1334648.875000 Penalty: 4376.456543
	Iteration 84Q: 3 clusters Score -1334649 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1334652.125000 Penalty: 4376.456543
	Iteration 85Q: 3 clusters Score -1334652 nChanged 9
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Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1334656 nChanged 3
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Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1334660 nChanged 5
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Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1334665 nChanged 10
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Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1334674 nChanged 6
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Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1334676 nChanged 4
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Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1334680 nChanged 2
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Mstep: Class 1 contains 6427 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1334683 nChanged 1
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Mstep: Class 1 contains 6428 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1334684 nChanged 2
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Mstep: Class 1 contains 6430 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1334684 nChanged 2
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Mstep: Class 1 contains 6432 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1334688 nChanged 5
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1334690 nChanged 3
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Entering Unmasked Estep 
Score: -1334694.000000 Penalty: 4376.456543
	Iteration 97Q: 3 clusters Score -1334694 nChanged 5
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Mstep: Class 1 contains 6445 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1334697 nChanged 3
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1334700 nChanged 4
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Mstep: Class 1 contains 6452 members 
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Entering Unmasked Estep 
Score: -1334706.000000 Penalty: 4376.456543
	Iteration 100F: 3 clusters Score -1334706 nChanged 3
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Mstep: Class 1 contains 6455 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1334710 nChanged 2
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Mstep: Class 1 contains 6457 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1334710 nChanged 1
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Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1334710.875000 Penalty: 4376.456543
	Iteration 103Q: 3 clusters Score -1334711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1334710.875000 Penalty: 4376.456543
	Iteration 104F: 3 clusters Score -1334711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Entering Unmasked Estep 
Score: -4133012.250000 Penalty: 2468.141357
	Iteration 0F: 2 clusters Score -4133012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -4118334.750000 Penalty: 4936.282715
	Iteration 0F: 3 clusters Score -4118335 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -4123193.750000 Penalty: 4936.282715
	Iteration 1F: 3 clusters Score -4123194 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -4123586.000000 Penalty: 4936.282715
	Iteration 2F: 3 clusters Score -4123586 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -4123842.000000 Penalty: 4936.282715
	Iteration 3Q: 3 clusters Score -4123842 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -4124059.250000 Penalty: 4936.282715
	Iteration 4Q: 3 clusters Score -4124059 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -4124241.750000 Penalty: 4936.282715
	Iteration 5Q: 3 clusters Score -4124242 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -4124389.000000 Penalty: 4936.282715
	Iteration 6Q: 3 clusters Score -4124389 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -4124540.250000 Penalty: 4936.282715
	Iteration 7Q: 3 clusters Score -4124540 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -4124669.500000 Penalty: 4936.282715
	Iteration 8Q: 3 clusters Score -4124670 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -4124838.500000 Penalty: 4936.282715
	Iteration 9Q: 3 clusters Score -4124838 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -4125028.000000 Penalty: 4936.282715
	Iteration 10Q: 3 clusters Score -4125028 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -4125279.250000 Penalty: 4936.282715
	Iteration 11Q: 3 clusters Score -4125279 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -4125665.750000 Penalty: 4936.282715
	Iteration 12Q: 3 clusters Score -4125666 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -4126205.000000 Penalty: 4936.282715
	Iteration 13Q: 3 clusters Score -4126205 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -4126937.250000 Penalty: 4936.282715
	Iteration 14F: 3 clusters Score -4126937 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -4127844.000000 Penalty: 4936.282715
	Iteration 15F: 3 clusters Score -4127844 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4128844.750000 Penalty: 4936.282715
	Iteration 16F: 3 clusters Score -4128845 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -4129626.750000 Penalty: 4936.282715
	Iteration 17Q: 3 clusters Score -4129627 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4130137.500000 Penalty: 4936.282715
	Iteration 18Q: 3 clusters Score -4130138 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4130439.500000 Penalty: 4936.282715
	Iteration 19Q: 3 clusters Score -4130440 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4130594.000000 Penalty: 4936.282715
	Iteration 20F: 3 clusters Score -4130594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -4130699.250000 Penalty: 4936.282715
	Iteration 21Q: 3 clusters Score -4130699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -4130751.500000 Penalty: 4936.282715
	Iteration 22Q: 3 clusters Score -4130752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4130787.000000 Penalty: 4936.282715
	Iteration 23Q: 3 clusters Score -4130787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -4130805.750000 Penalty: 4936.282715
	Iteration 24Q: 3 clusters Score -4130806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -4130817.750000 Penalty: 4936.282715
	Iteration 25Q: 3 clusters Score -4130818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -4130827.000000 Penalty: 4936.282715
	Iteration 26Q: 3 clusters Score -4130827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -4130831.750000 Penalty: 4936.282715
	Iteration 27Q: 3 clusters Score -4130832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -4130837.500000 Penalty: 4936.282715
	Iteration 28Q: 3 clusters Score -4130838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4130838.000000 Penalty: 4936.282715
	Iteration 29Q: 3 clusters Score -4130838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -4130844.250000 Penalty: 4936.282715
	Iteration 30Q: 3 clusters Score -4130844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -4130846.500000 Penalty: 4936.282715
	Iteration 31Q: 3 clusters Score -4130846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -4130847.750000 Penalty: 4936.282715
	Iteration 32Q: 3 clusters Score -4130848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -4130853.500000 Penalty: 4936.282715
	Iteration 33Q: 3 clusters Score -4130854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -4130853.500000 Penalty: 4936.282715
	Iteration 34F: 3 clusters Score -4130854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -222106.531250 Penalty: 1765.669678
	Iteration 0F: 2 clusters Score -222106.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -220057.281250 Penalty: 3531.339355
	Iteration 0F: 3 clusters Score -220057.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -220481.687500 Penalty: 3531.339355
	Iteration 1F: 3 clusters Score -220481.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -220627.078125 Penalty: 3531.339355
	Iteration 2F: 3 clusters Score -220627.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -220719.453125 Penalty: 3531.339355
	Iteration 3Q: 3 clusters Score -220719.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -220780.390625 Penalty: 3531.339355
	Iteration 4Q: 3 clusters Score -220780.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -220821.500000 Penalty: 3531.339355
	Iteration 5Q: 3 clusters Score -220821.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -220847.031250 Penalty: 3531.339355
	Iteration 6Q: 3 clusters Score -220847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -220873.062500 Penalty: 3531.339355
	Iteration 7Q: 3 clusters Score -220873.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -220888.453125 Penalty: 3531.339355
	Iteration 8Q: 3 clusters Score -220888.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -220903.125000 Penalty: 3531.339355
	Iteration 9Q: 3 clusters Score -220903.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -220923.734375 Penalty: 3531.339355
	Iteration 10Q: 3 clusters Score -220923.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -220945.406250 Penalty: 3531.339355
	Iteration 11Q: 3 clusters Score -220945.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -220963.218750 Penalty: 3531.339355
	Iteration 12Q: 3 clusters Score -220963.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -220986.203125 Penalty: 3531.339355
	Iteration 13Q: 3 clusters Score -220986.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -221007.562500 Penalty: 3531.339355
	Iteration 14Q: 3 clusters Score -221007.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -221020.250000 Penalty: 3531.339355
	Iteration 15Q: 3 clusters Score -221020.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -221031.406250 Penalty: 3531.339355
	Iteration 16Q: 3 clusters Score -221031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -221044.187500 Penalty: 3531.339355
	Iteration 17Q: 3 clusters Score -221044.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -221057.765625 Penalty: 3531.339355
	Iteration 18Q: 3 clusters Score -221057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -221072.078125 Penalty: 3531.339355
	Iteration 19Q: 3 clusters Score -221072.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -221082.125000 Penalty: 3531.339355
	Iteration 20F: 3 clusters Score -221082.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -221095.093750 Penalty: 3531.339355
	Iteration 21Q: 3 clusters Score -221095.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -221107.375000 Penalty: 3531.339355
	Iteration 22Q: 3 clusters Score -221107.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -221120.781250 Penalty: 3531.339355
	Iteration 23Q: 3 clusters Score -221120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -221131.468750 Penalty: 3531.339355
	Iteration 24Q: 3 clusters Score -221131.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -221136.203125 Penalty: 3531.339355
	Iteration 25Q: 3 clusters Score -221136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -221138.453125 Penalty: 3531.339355
	Iteration 26Q: 3 clusters Score -221138.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -221139.437500 Penalty: 3531.339355
	Iteration 27Q: 3 clusters Score -221139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -221140.078125 Penalty: 3531.339355
	Iteration 28Q: 3 clusters Score -221140.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -221141.640625 Penalty: 3531.339355
	Iteration 29Q: 3 clusters Score -221141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -221142.312500 Penalty: 3531.339355
	Iteration 30Q: 3 clusters Score -221142.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -221143.046875 Penalty: 3531.339355
	Iteration 31Q: 3 clusters Score -221143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -221144.890625 Penalty: 3531.339355
	Iteration 32Q: 3 clusters Score -221144.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -221145.828125 Penalty: 3531.339355
	Iteration 33Q: 3 clusters Score -221145.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -221145.828125 Penalty: 3531.339355
	Iteration 34F: 3 clusters Score -221145.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Entering Unmasked Estep 
Score: -700973.562500 Penalty: 2047.960205
	Iteration 0F: 2 clusters Score -700973.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -697154.375000 Penalty: 4095.920410
	Iteration 0F: 3 clusters Score -697154.4 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -698068.812500 Penalty: 4095.920410
	Iteration 1F: 3 clusters Score -698068.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -698302.562500 Penalty: 4095.920410
	Iteration 2F: 3 clusters Score -698302.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -698465.000000 Penalty: 4095.920410
	Iteration 3F: 3 clusters Score -698465 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -698562.437500 Penalty: 4095.920410
	Iteration 4Q: 3 clusters Score -698562.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -698643.562500 Penalty: 4095.920410
	Iteration 5Q: 3 clusters Score -698643.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -698705.125000 Penalty: 4095.920410
	Iteration 6Q: 3 clusters Score -698705.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -698752.312500 Penalty: 4095.920410
	Iteration 7Q: 3 clusters Score -698752.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -698808.875000 Penalty: 4095.920410
	Iteration 8Q: 3 clusters Score -698808.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -698863.687500 Penalty: 4095.920410
	Iteration 9Q: 3 clusters Score -698863.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -698908.625000 Penalty: 4095.920410
	Iteration 10Q: 3 clusters Score -698908.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -698941.062500 Penalty: 4095.920410
	Iteration 11Q: 3 clusters Score -698941.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -698967.750000 Penalty: 4095.920410
	Iteration 12Q: 3 clusters Score -698967.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -698990.625000 Penalty: 4095.920410
	Iteration 13Q: 3 clusters Score -698990.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -699004.625000 Penalty: 4095.920410
	Iteration 14Q: 3 clusters Score -699004.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -699011.000000 Penalty: 4095.920410
	Iteration 15Q: 3 clusters Score -699011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -699019.812500 Penalty: 4095.920410
	Iteration 16Q: 3 clusters Score -699019.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -699031.875000 Penalty: 4095.920410
	Iteration 17Q: 3 clusters Score -699031.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -699039.812500 Penalty: 4095.920410
	Iteration 18Q: 3 clusters Score -699039.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -699047.312500 Penalty: 4095.920410
	Iteration 19Q: 3 clusters Score -699047.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -699053.125000 Penalty: 4095.920410
	Iteration 20F: 3 clusters Score -699053.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -699061.187500 Penalty: 4095.920410
	Iteration 21Q: 3 clusters Score -699061.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -699069.000000 Penalty: 4095.920410
	Iteration 22Q: 3 clusters Score -699069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -699075.562500 Penalty: 4095.920410
	Iteration 23Q: 3 clusters Score -699075.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -699080.187500 Penalty: 4095.920410
	Iteration 24Q: 3 clusters Score -699080.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -699088.125000 Penalty: 4095.920410
	Iteration 25Q: 3 clusters Score -699088.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -699096.750000 Penalty: 4095.920410
	Iteration 26Q: 3 clusters Score -699096.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -699108.375000 Penalty: 4095.920410
	Iteration 27Q: 3 clusters Score -699108.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -699122.625000 Penalty: 4095.920410
	Iteration 28Q: 3 clusters Score -699122.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -699133.812500 Penalty: 4095.920410
	Iteration 29Q: 3 clusters Score -699133.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -699147.000000 Penalty: 4095.920410
	Iteration 30Q: 3 clusters Score -699147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -699159.125000 Penalty: 4095.920410
	Iteration 31Q: 3 clusters Score -699159.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -699168.937500 Penalty: 4095.920410
	Iteration 32Q: 3 clusters Score -699168.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -699177.937500 Penalty: 4095.920410
	Iteration 33Q: 3 clusters Score -699177.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -699183.812500 Penalty: 4095.920410
	Iteration 34Q: 3 clusters Score -699183.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -699190.625000 Penalty: 4095.920410
	Iteration 35Q: 3 clusters Score -699190.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -699196.375000 Penalty: 4095.920410
	Iteration 36Q: 3 clusters Score -699196.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -699201.062500 Penalty: 4095.920410
	Iteration 37Q: 3 clusters Score -699201.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -699208.562500 Penalty: 4095.920410
	Iteration 38Q: 3 clusters Score -699208.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -699218.750000 Penalty: 4095.920410
	Iteration 39Q: 3 clusters Score -699218.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -699233.875000 Penalty: 4095.920410
	Iteration 40F: 3 clusters Score -699233.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -699244.375000 Penalty: 4095.920410
	Iteration 41Q: 3 clusters Score -699244.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -699252.937500 Penalty: 4095.920410
	Iteration 42Q: 3 clusters Score -699252.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -699266.625000 Penalty: 4095.920410
	Iteration 43Q: 3 clusters Score -699266.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -699282.562500 Penalty: 4095.920410
	Iteration 44Q: 3 clusters Score -699282.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -699295.875000 Penalty: 4095.920410
	Iteration 45Q: 3 clusters Score -699295.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -699310.500000 Penalty: 4095.920410
	Iteration 46Q: 3 clusters Score -699310.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -699328.000000 Penalty: 4095.920410
	Iteration 47Q: 3 clusters Score -699328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -699352.500000 Penalty: 4095.920410
	Iteration 48Q: 3 clusters Score -699352.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -699374.937500 Penalty: 4095.920410
	Iteration 49Q: 3 clusters Score -699374.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -699391.750000 Penalty: 4095.920410
	Iteration 50Q: 3 clusters Score -699391.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -699414.250000 Penalty: 4095.920410
	Iteration 51Q: 3 clusters Score -699414.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -699437.312500 Penalty: 4095.920410
	Iteration 52Q: 3 clusters Score -699437.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -699471.812500 Penalty: 4095.920410
	Iteration 53Q: 3 clusters Score -699471.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -699500.812500 Penalty: 4095.920410
	Iteration 54Q: 3 clusters Score -699500.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -699523.875000 Penalty: 4095.920410
	Iteration 55Q: 3 clusters Score -699523.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -699540.312500 Penalty: 4095.920410
	Iteration 56Q: 3 clusters Score -699540.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -699555.000000 Penalty: 4095.920410
	Iteration 57Q: 3 clusters Score -699555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -699567.875000 Penalty: 4095.920410
	Iteration 58Q: 3 clusters Score -699567.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -699581.937500 Penalty: 4095.920410
	Iteration 59Q: 3 clusters Score -699581.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -699600.625000 Penalty: 4095.920410
	Iteration 60F: 3 clusters Score -699600.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -699614.312500 Penalty: 4095.920410
	Iteration 61Q: 3 clusters Score -699614.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -699627.000000 Penalty: 4095.920410
	Iteration 62Q: 3 clusters Score -699627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -699634.312500 Penalty: 4095.920410
	Iteration 63Q: 3 clusters Score -699634.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -699641.687500 Penalty: 4095.920410
	Iteration 64Q: 3 clusters Score -699641.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -699645.875000 Penalty: 4095.920410
	Iteration 65Q: 3 clusters Score -699645.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -699650.187500 Penalty: 4095.920410
	Iteration 66Q: 3 clusters Score -699650.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -699653.437500 Penalty: 4095.920410
	Iteration 67Q: 3 clusters Score -699653.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -699654.562500 Penalty: 4095.920410
	Iteration 68Q: 3 clusters Score -699654.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -699656.437500 Penalty: 4095.920410
	Iteration 69Q: 3 clusters Score -699656.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -699659.562500 Penalty: 4095.920410
	Iteration 70Q: 3 clusters Score -699659.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -699665.437500 Penalty: 4095.920410
	Iteration 71Q: 3 clusters Score -699665.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -699666.187500 Penalty: 4095.920410
	Iteration 72Q: 3 clusters Score -699666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -699668.437500 Penalty: 4095.920410
	Iteration 73Q: 3 clusters Score -699668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -699672.312500 Penalty: 4095.920410
	Iteration 74Q: 3 clusters Score -699672.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -699676.750000 Penalty: 4095.920410
	Iteration 75Q: 3 clusters Score -699676.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -699681.937500 Penalty: 4095.920410
	Iteration 76Q: 3 clusters Score -699681.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -699682.375000 Penalty: 4095.920410
	Iteration 77Q: 3 clusters Score -699682.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -699688.437500 Penalty: 4095.920410
	Iteration 78Q: 3 clusters Score -699688.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -699694.500000 Penalty: 4095.920410
	Iteration 79Q: 3 clusters Score -699694.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -699697.937500 Penalty: 4095.920410
	Iteration 80F: 3 clusters Score -699697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -699700.375000 Penalty: 4095.920410
	Iteration 81Q: 3 clusters Score -699700.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -699701.312500 Penalty: 4095.920410
	Iteration 82Q: 3 clusters Score -699701.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -699703.625000 Penalty: 4095.920410
	Iteration 83Q: 3 clusters Score -699703.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -699704.375000 Penalty: 4095.920410
	Iteration 84Q: 3 clusters Score -699704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -699705.000000 Penalty: 4095.920410
	Iteration 85Q: 3 clusters Score -699705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -699706.562500 Penalty: 4095.920410
	Iteration 86Q: 3 clusters Score -699706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -699708.625000 Penalty: 4095.920410
	Iteration 87Q: 3 clusters Score -699708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -699708.812500 Penalty: 4095.920410
	Iteration 88Q: 3 clusters Score -699708.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -699708.750000 Penalty: 4095.920410
	Iteration 89Q: 3 clusters Score -699708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -699709.750000 Penalty: 4095.920410
	Iteration 90Q: 3 clusters Score -699709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -699711.500000 Penalty: 4095.920410
	Iteration 91Q: 3 clusters Score -699711.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -699715.875000 Penalty: 4095.920410
	Iteration 92Q: 3 clusters Score -699715.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -699720.062500 Penalty: 4095.920410
	Iteration 93Q: 3 clusters Score -699720.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -699723.312500 Penalty: 4095.920410
	Iteration 94Q: 3 clusters Score -699723.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -699727.250000 Penalty: 4095.920410
	Iteration 95Q: 3 clusters Score -699727.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -699730.187500 Penalty: 4095.920410
	Iteration 96Q: 3 clusters Score -699730.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -699732.875000 Penalty: 4095.920410
	Iteration 97Q: 3 clusters Score -699732.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -699734.687500 Penalty: 4095.920410
	Iteration 98Q: 3 clusters Score -699734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -699737.125000 Penalty: 4095.920410
	Iteration 99Q: 3 clusters Score -699737.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -699740.687500 Penalty: 4095.920410
	Iteration 100F: 3 clusters Score -699740.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -699743.500000 Penalty: 4095.920410
	Iteration 101Q: 3 clusters Score -699743.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -699744.812500 Penalty: 4095.920410
	Iteration 102Q: 3 clusters Score -699744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -699745.437500 Penalty: 4095.920410
	Iteration 103Q: 3 clusters Score -699745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -699747.625000 Penalty: 4095.920410
	Iteration 104Q: 3 clusters Score -699747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -699749.062500 Penalty: 4095.920410
	Iteration 105Q: 3 clusters Score -699749.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -699749.562500 Penalty: 4095.920410
	Iteration 106Q: 3 clusters Score -699749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -699749.000000 Penalty: 4095.920410
	Iteration 107Q: 3 clusters Score -699749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -699750.875000 Penalty: 4095.920410
	Iteration 108Q: 3 clusters Score -699750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -699750.875000 Penalty: 4095.920410
	Iteration 109F: 3 clusters Score -699750.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Entering Unmasked Estep 
Score: -988318.437500 Penalty: 2115.124268
	Iteration 0F: 2 clusters Score -988318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -983764.500000 Penalty: 4230.248535
	Iteration 0F: 3 clusters Score -983764.5 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -984862.125000 Penalty: 4230.248535
	Iteration 1F: 3 clusters Score -984862.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -985114.500000 Penalty: 4230.248535
	Iteration 2F: 3 clusters Score -985114.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -985317.875000 Penalty: 4230.248535
	Iteration 3F: 3 clusters Score -985317.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -985484.000000 Penalty: 4230.248535
	Iteration 4Q: 3 clusters Score -985484 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -985632.187500 Penalty: 4230.248535
	Iteration 5Q: 3 clusters Score -985632.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -985811.437500 Penalty: 4230.248535
	Iteration 6Q: 3 clusters Score -985811.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -986007.500000 Penalty: 4230.248535
	Iteration 7Q: 3 clusters Score -986007.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -986259.500000 Penalty: 4230.248535
	Iteration 8Q: 3 clusters Score -986259.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -986653.625000 Penalty: 4230.248535
	Iteration 9F: 3 clusters Score -986653.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -987070.312500 Penalty: 4230.248535
	Iteration 10F: 3 clusters Score -987070.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -987361.125000 Penalty: 4230.248535
	Iteration 11F: 3 clusters Score -987361.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -987528.562500 Penalty: 4230.248535
	Iteration 12Q: 3 clusters Score -987528.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -987627.625000 Penalty: 4230.248535
	Iteration 13Q: 3 clusters Score -987627.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -987691.000000 Penalty: 4230.248535
	Iteration 14Q: 3 clusters Score -987691 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -987743.562500 Penalty: 4230.248535
	Iteration 15Q: 3 clusters Score -987743.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -987777.187500 Penalty: 4230.248535
	Iteration 16Q: 3 clusters Score -987777.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -987800.937500 Penalty: 4230.248535
	Iteration 17Q: 3 clusters Score -987800.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -987817.000000 Penalty: 4230.248535
	Iteration 18Q: 3 clusters Score -987817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -987830.625000 Penalty: 4230.248535
	Iteration 19Q: 3 clusters Score -987830.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -987839.687500 Penalty: 4230.248535
	Iteration 20F: 3 clusters Score -987839.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -987849.562500 Penalty: 4230.248535
	Iteration 21Q: 3 clusters Score -987849.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -987853.562500 Penalty: 4230.248535
	Iteration 22Q: 3 clusters Score -987853.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -987856.687500 Penalty: 4230.248535
	Iteration 23Q: 3 clusters Score -987856.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -987859.687500 Penalty: 4230.248535
	Iteration 24Q: 3 clusters Score -987859.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -987860.750000 Penalty: 4230.248535
	Iteration 25Q: 3 clusters Score -987860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -987865.187500 Penalty: 4230.248535
	Iteration 26Q: 3 clusters Score -987865.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -987867.000000 Penalty: 4230.248535
	Iteration 27Q: 3 clusters Score -987867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -987868.125000 Penalty: 4230.248535
	Iteration 28Q: 3 clusters Score -987868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -987869.375000 Penalty: 4230.248535
	Iteration 29Q: 3 clusters Score -987869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -987868.687500 Penalty: 4230.248535
	Iteration 30Q: 3 clusters Score -987868.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -987868.687500 Penalty: 4230.248535
	Iteration 31F: 3 clusters Score -987868.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -124320.687500 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -124320.7 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 389 members 
Entering Unmasked Estep 
Score: -122597.921875 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -122597.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -122976.757812 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -122976.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -123142.953125 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -123143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -123223.398438 Penalty: 3299.820068
	Iteration 3Q: 3 clusters Score -123223.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -123270.453125 Penalty: 3299.820068
	Iteration 4Q: 3 clusters Score -123270.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -123300.914062 Penalty: 3299.820068
	Iteration 5Q: 3 clusters Score -123300.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -123316.687500 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -123316.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -123336.320312 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -123336.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -123356.125000 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -123356.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -123374.945312 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -123374.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -123383.320312 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -123383.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -123386.429688 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -123386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -123386.429688 Penalty: 3299.820068
	Iteration 12F: 3 clusters Score -123386.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -68093.398438 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -68093.4 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 197 members 
Entering Unmasked Estep 
Score: -66662.054688 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -66662.05 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66882.742188 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -66882.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66958.531250 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -66958.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66995.531250 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -66995.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -67038.875000 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -67038.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -67089.953125 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -67089.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -67219.437500 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -67219.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -67261.421875 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -67261.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -67288.828125 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -67288.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67321.882812 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -67321.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -67327.445312 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -67327.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -67329.140625 Penalty: 2961.745850
	Iteration 11F: 3 clusters Score -67329.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -67335.171875 Penalty: 2961.745850
	Iteration 12Q: 3 clusters Score -67335.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67343.109375 Penalty: 2961.745850
	Iteration 13Q: 3 clusters Score -67343.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67343.109375 Penalty: 2961.745850
	Iteration 14F: 3 clusters Score -67343.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -42439.226562 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -42439.23 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 136 members 
Entering Unmasked Estep 
Score: -41272.003906 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -41272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41419.011719 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -41419.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41564.851562 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -41564.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41620.683594 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -41620.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41633.566406 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -41633.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41641.757812 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -41641.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41641.757812 Penalty: 2824.091309
	Iteration 6F: 3 clusters Score -41641.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Entering Unmasked Estep 
Score: -313269.250000 Penalty: 1860.131226
	Iteration 0F: 2 clusters Score -313269.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -310858.375000 Penalty: 3720.262451
	Iteration 0F: 3 clusters Score -310858.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -311653.531250 Penalty: 3720.262451
	Iteration 1F: 3 clusters Score -311653.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -312076.593750 Penalty: 3720.262451
	Iteration 2F: 3 clusters Score -312076.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -312354.156250 Penalty: 3720.262451
	Iteration 3F: 3 clusters Score -312354.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -312539.187500 Penalty: 3720.262451
	Iteration 4F: 3 clusters Score -312539.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -312652.218750 Penalty: 3720.262451
	Iteration 5Q: 3 clusters Score -312652.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -312729.812500 Penalty: 3720.262451
	Iteration 6Q: 3 clusters Score -312729.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -312775.375000 Penalty: 3720.262451
	Iteration 7Q: 3 clusters Score -312775.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -312804.343750 Penalty: 3720.262451
	Iteration 8Q: 3 clusters Score -312804.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -312818.968750 Penalty: 3720.262451
	Iteration 9Q: 3 clusters Score -312819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -312835.656250 Penalty: 3720.262451
	Iteration 10Q: 3 clusters Score -312835.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -312848.875000 Penalty: 3720.262451
	Iteration 11Q: 3 clusters Score -312848.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -312860.281250 Penalty: 3720.262451
	Iteration 12Q: 3 clusters Score -312860.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -312867.500000 Penalty: 3720.262451
	Iteration 13Q: 3 clusters Score -312867.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -312875.281250 Penalty: 3720.262451
	Iteration 14Q: 3 clusters Score -312875.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -312879.281250 Penalty: 3720.262451
	Iteration 15Q: 3 clusters Score -312879.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -312880.812500 Penalty: 3720.262451
	Iteration 16Q: 3 clusters Score -312880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -312882.343750 Penalty: 3720.262451
	Iteration 17Q: 3 clusters Score -312882.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -312882.343750 Penalty: 3720.262451
	Iteration 18F: 3 clusters Score -312882.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -131894.421875 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -131894.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -130211.718750 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -130211.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -130613.789062 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -130613.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -130862.007812 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -130862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -131011.703125 Penalty: 3279.572266
	Iteration 3F: 3 clusters Score -131011.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -131137.984375 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -131138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -131211.484375 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -131211.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -131252.000000 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -131252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -131268.515625 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -131268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -131283.875000 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -131283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -131289.171875 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -131289.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -131289.531250 Penalty: 3279.572266
	Iteration 10F: 3 clusters Score -131289.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -131300.484375 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -131300.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -131314.343750 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -131314.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -131336.968750 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -131337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -131348.250000 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -131348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -131353.921875 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -131353.9 nChanged 1
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: -131355.437500 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -131355.4 nChanged 2
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: -131358.046875 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -131358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -131358.859375 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -131358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -131361.015625 Penalty: 3279.572266
	Iteration 19Q: 3 clusters Score -131361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -131361.015625 Penalty: 3279.572266
	Iteration 20F: 3 clusters Score -131361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Entering Unmasked Estep 
Score: -1085761.125000 Penalty: 2141.253418
	Iteration 0F: 2 clusters Score -1085761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1080900.250000 Penalty: 4282.506836
	Iteration 0F: 3 clusters Score -1080900 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1082062.250000 Penalty: 4282.506836
	Iteration 1F: 3 clusters Score -1082062 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1082298.750000 Penalty: 4282.506836
	Iteration 2F: 3 clusters Score -1082299 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1082485.500000 Penalty: 4282.506836
	Iteration 3F: 3 clusters Score -1082486 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1082633.250000 Penalty: 4282.506836
	Iteration 4Q: 3 clusters Score -1082633 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1082748.125000 Penalty: 4282.506836
	Iteration 5Q: 3 clusters Score -1082748 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1082858.625000 Penalty: 4282.506836
	Iteration 6Q: 3 clusters Score -1082859 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1082977.000000 Penalty: 4282.506836
	Iteration 7Q: 3 clusters Score -1082977 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1083092.375000 Penalty: 4282.506836
	Iteration 8Q: 3 clusters Score -1083092 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1083210.125000 Penalty: 4282.506836
	Iteration 9Q: 3 clusters Score -1083210 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1083316.750000 Penalty: 4282.506836
	Iteration 10Q: 3 clusters Score -1083317 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1083437.500000 Penalty: 4282.506836
	Iteration 11Q: 3 clusters Score -1083438 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1083541.500000 Penalty: 4282.506836
	Iteration 12Q: 3 clusters Score -1083542 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1083630.375000 Penalty: 4282.506836
	Iteration 13Q: 3 clusters Score -1083630 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1083724.875000 Penalty: 4282.506836
	Iteration 14Q: 3 clusters Score -1083725 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1083804.125000 Penalty: 4282.506836
	Iteration 15Q: 3 clusters Score -1083804 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1083878.625000 Penalty: 4282.506836
	Iteration 16Q: 3 clusters Score -1083879 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1083952.375000 Penalty: 4282.506836
	Iteration 17Q: 3 clusters Score -1083952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1084004.000000 Penalty: 4282.506836
	Iteration 18Q: 3 clusters Score -1084004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1084042.875000 Penalty: 4282.506836
	Iteration 19Q: 3 clusters Score -1084043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1084069.750000 Penalty: 4282.506836
	Iteration 20F: 3 clusters Score -1084070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1084103.000000 Penalty: 4282.506836
	Iteration 21Q: 3 clusters Score -1084103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1084131.875000 Penalty: 4282.506836
	Iteration 22Q: 3 clusters Score -1084132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1084154.750000 Penalty: 4282.506836
	Iteration 23Q: 3 clusters Score -1084155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1084174.500000 Penalty: 4282.506836
	Iteration 24Q: 3 clusters Score -1084174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1084197.750000 Penalty: 4282.506836
	Iteration 25Q: 3 clusters Score -1084198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1084201.500000 Penalty: 4282.506836
	Iteration 26Q: 3 clusters Score -1084202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1084207.375000 Penalty: 4282.506836
	Iteration 27Q: 3 clusters Score -1084207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1084207.875000 Penalty: 4282.506836
	Iteration 28Q: 3 clusters Score -1084208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1084210.625000 Penalty: 4282.506836
	Iteration 29Q: 3 clusters Score -1084211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1084211.875000 Penalty: 4282.506836
	Iteration 30Q: 3 clusters Score -1084212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1084212.500000 Penalty: 4282.506836
	Iteration 31Q: 3 clusters Score -1084212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1084212.750000 Penalty: 4282.506836
	Iteration 32Q: 3 clusters Score -1084213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1084213.125000 Penalty: 4282.506836
	Iteration 33Q: 3 clusters Score -1084213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1084213.125000 Penalty: 4282.506836
	Iteration 34F: 3 clusters Score -1084213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Entering Unmasked Estep 
Score: -1092822.625000 Penalty: 2130.476074
	Iteration 0F: 2 clusters Score -1092823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1088015.125000 Penalty: 4260.952148
	Iteration 0F: 3 clusters Score -1088015 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1089171.750000 Penalty: 4260.952148
	Iteration 1F: 3 clusters Score -1089172 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1089342.375000 Penalty: 4260.952148
	Iteration 2F: 3 clusters Score -1089342 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1089459.000000 Penalty: 4260.952148
	Iteration 3Q: 3 clusters Score -1089459 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1089554.250000 Penalty: 4260.952148
	Iteration 4Q: 3 clusters Score -1089554 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1089618.500000 Penalty: 4260.952148
	Iteration 5Q: 3 clusters Score -1089618 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1089662.500000 Penalty: 4260.952148
	Iteration 6Q: 3 clusters Score -1089662 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1089706.250000 Penalty: 4260.952148
	Iteration 7Q: 3 clusters Score -1089706 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1089749.000000 Penalty: 4260.952148
	Iteration 8Q: 3 clusters Score -1089749 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1089798.125000 Penalty: 4260.952148
	Iteration 9Q: 3 clusters Score -1089798 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1089856.375000 Penalty: 4260.952148
	Iteration 10Q: 3 clusters Score -1089856 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1089913.750000 Penalty: 4260.952148
	Iteration 11Q: 3 clusters Score -1089914 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1089968.125000 Penalty: 4260.952148
	Iteration 12Q: 3 clusters Score -1089968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1090032.125000 Penalty: 4260.952148
	Iteration 13Q: 3 clusters Score -1090032 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1090104.250000 Penalty: 4260.952148
	Iteration 14Q: 3 clusters Score -1090104 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1090177.500000 Penalty: 4260.952148
	Iteration 15Q: 3 clusters Score -1090178 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1090241.250000 Penalty: 4260.952148
	Iteration 16Q: 3 clusters Score -1090241 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1090305.875000 Penalty: 4260.952148
	Iteration 17Q: 3 clusters Score -1090306 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1090368.375000 Penalty: 4260.952148
	Iteration 18Q: 3 clusters Score -1090368 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1090436.750000 Penalty: 4260.952148
	Iteration 19Q: 3 clusters Score -1090437 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1090512.375000 Penalty: 4260.952148
	Iteration 20F: 3 clusters Score -1090512 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1090572.500000 Penalty: 4260.952148
	Iteration 21Q: 3 clusters Score -1090572 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1090636.250000 Penalty: 4260.952148
	Iteration 22Q: 3 clusters Score -1090636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1090678.250000 Penalty: 4260.952148
	Iteration 23Q: 3 clusters Score -1090678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1090718.625000 Penalty: 4260.952148
	Iteration 24Q: 3 clusters Score -1090719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1090752.250000 Penalty: 4260.952148
	Iteration 25Q: 3 clusters Score -1090752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1090780.250000 Penalty: 4260.952148
	Iteration 26Q: 3 clusters Score -1090780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1090801.125000 Penalty: 4260.952148
	Iteration 27Q: 3 clusters Score -1090801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1090823.750000 Penalty: 4260.952148
	Iteration 28Q: 3 clusters Score -1090824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1090838.750000 Penalty: 4260.952148
	Iteration 29Q: 3 clusters Score -1090839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1090851.500000 Penalty: 4260.952148
	Iteration 30Q: 3 clusters Score -1090852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1090862.000000 Penalty: 4260.952148
	Iteration 31Q: 3 clusters Score -1090862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1090874.000000 Penalty: 4260.952148
	Iteration 32Q: 3 clusters Score -1090874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1090880.250000 Penalty: 4260.952148
	Iteration 33Q: 3 clusters Score -1090880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1090886.750000 Penalty: 4260.952148
	Iteration 34Q: 3 clusters Score -1090887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1090894.625000 Penalty: 4260.952148
	Iteration 35Q: 3 clusters Score -1090895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1090900.750000 Penalty: 4260.952148
	Iteration 36Q: 3 clusters Score -1090901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1090908.625000 Penalty: 4260.952148
	Iteration 37Q: 3 clusters Score -1090909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1090911.750000 Penalty: 4260.952148
	Iteration 38Q: 3 clusters Score -1090912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1090916.125000 Penalty: 4260.952148
	Iteration 39Q: 3 clusters Score -1090916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1090920.750000 Penalty: 4260.952148
	Iteration 40F: 3 clusters Score -1090921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1090919.375000 Penalty: 4260.952148
	Iteration 41Q: 3 clusters Score -1090919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1090920.375000 Penalty: 4260.952148
	Iteration 42Q: 3 clusters Score -1090920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1090923.500000 Penalty: 4260.952148
	Iteration 43Q: 3 clusters Score -1090924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1090925.000000 Penalty: 4260.952148
	Iteration 44Q: 3 clusters Score -1090925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1090927.875000 Penalty: 4260.952148
	Iteration 45Q: 3 clusters Score -1090928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1090928.000000 Penalty: 4260.952148
	Iteration 46Q: 3 clusters Score -1090928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1090930.875000 Penalty: 4260.952148
	Iteration 47Q: 3 clusters Score -1090931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1090932.625000 Penalty: 4260.952148
	Iteration 48Q: 3 clusters Score -1090933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1090933.125000 Penalty: 4260.952148
	Iteration 49Q: 3 clusters Score -1090933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1090934.125000 Penalty: 4260.952148
	Iteration 50Q: 3 clusters Score -1090934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1090934.875000 Penalty: 4260.952148
	Iteration 51Q: 3 clusters Score -1090935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1090935.625000 Penalty: 4260.952148
	Iteration 52Q: 3 clusters Score -1090936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1090935.875000 Penalty: 4260.952148
	Iteration 53Q: 3 clusters Score -1090936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1090937.625000 Penalty: 4260.952148
	Iteration 54Q: 3 clusters Score -1090938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1090937.500000 Penalty: 4260.952148
	Iteration 55Q: 3 clusters Score -1090938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1090938.500000 Penalty: 4260.952148
	Iteration 56Q: 3 clusters Score -1090938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1090938.500000 Penalty: 4260.952148
	Iteration 57F: 3 clusters Score -1090938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Entering Unmasked Estep 
Score: -5745936.500000 Penalty: 2549.542969
	Iteration 0F: 2 clusters Score -5745936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -5727487.500000 Penalty: 5099.085938
	Iteration 0F: 3 clusters Score -5727488 nChanged 12993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -5734434.500000 Penalty: 5099.085938
	Iteration 1F: 3 clusters Score -5734434 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -5734799.500000 Penalty: 5099.085938
	Iteration 2Q: 3 clusters Score -5734800 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -5735074.000000 Penalty: 5099.085938
	Iteration 3Q: 3 clusters Score -5735074 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -5735332.000000 Penalty: 5099.085938
	Iteration 4Q: 3 clusters Score -5735332 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -5735570.000000 Penalty: 5099.085938
	Iteration 5Q: 3 clusters Score -5735570 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -5735817.000000 Penalty: 5099.085938
	Iteration 6Q: 3 clusters Score -5735817 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -5736146.500000 Penalty: 5099.085938
	Iteration 7Q: 3 clusters Score -5736146 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -5736550.000000 Penalty: 5099.085938
	Iteration 8Q: 3 clusters Score -5736550 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -5737161.000000 Penalty: 5099.085938
	Iteration 9Q: 3 clusters Score -5737161 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -5737873.500000 Penalty: 5099.085938
	Iteration 10F: 3 clusters Score -5737874 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -5738748.000000 Penalty: 5099.085938
	Iteration 11F: 3 clusters Score -5738748 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -5739723.000000 Penalty: 5099.085938
	Iteration 12F: 3 clusters Score -5739723 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -5740889.500000 Penalty: 5099.085938
	Iteration 13F: 3 clusters Score -5740890 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -5742083.000000 Penalty: 5099.085938
	Iteration 14Q: 3 clusters Score -5742083 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -5742781.500000 Penalty: 5099.085938
	Iteration 15Q: 3 clusters Score -5742782 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -5743131.000000 Penalty: 5099.085938
	Iteration 16Q: 3 clusters Score -5743131 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -5743307.000000 Penalty: 5099.085938
	Iteration 17Q: 3 clusters Score -5743307 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -5743462.000000 Penalty: 5099.085938
	Iteration 18Q: 3 clusters Score -5743462 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -5743546.000000 Penalty: 5099.085938
	Iteration 19Q: 3 clusters Score -5743546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -5743592.000000 Penalty: 5099.085938
	Iteration 20F: 3 clusters Score -5743592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -5743631.000000 Penalty: 5099.085938
	Iteration 21Q: 3 clusters Score -5743631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -5743666.500000 Penalty: 5099.085938
	Iteration 22Q: 3 clusters Score -5743666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -5743676.000000 Penalty: 5099.085938
	Iteration 23Q: 3 clusters Score -5743676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -5743688.500000 Penalty: 5099.085938
	Iteration 24Q: 3 clusters Score -5743688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -5743708.500000 Penalty: 5099.085938
	Iteration 25Q: 3 clusters Score -5743708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -5743715.000000 Penalty: 5099.085938
	Iteration 26Q: 3 clusters Score -5743715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -5743727.000000 Penalty: 5099.085938
	Iteration 27Q: 3 clusters Score -5743727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -5743739.500000 Penalty: 5099.085938
	Iteration 28Q: 3 clusters Score -5743740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -5743751.000000 Penalty: 5099.085938
	Iteration 29Q: 3 clusters Score -5743751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -5743757.000000 Penalty: 5099.085938
	Iteration 30Q: 3 clusters Score -5743757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -5743757.500000 Penalty: 5099.085938
	Iteration 31Q: 3 clusters Score -5743758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -5743768.500000 Penalty: 5099.085938
	Iteration 32Q: 3 clusters Score -5743768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -5743771.500000 Penalty: 5099.085938
	Iteration 33Q: 3 clusters Score -5743772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -5743767.500000 Penalty: 5099.085938
	Iteration 34Q: 3 clusters Score -5743768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -5743767.500000 Penalty: 5099.085938
	Iteration 35F: 3 clusters Score -5743768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -37145.773438 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -37145.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36017.621094 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -36017.62 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36377.707031 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -36377.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36524.578125 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -36524.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36550.625000 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -36550.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36559.207031 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -36559.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36575.148438 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -36575.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36582.312500 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -36582.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36582.312500 Penalty: 2888.230713
	Iteration 7F: 3 clusters Score -36582.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -61986.804688 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -61986.8 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 204 members 
Entering Unmasked Estep 
Score: -60661.250000 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -60661.25 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60926.730469 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -60926.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -61116.371094 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -61116.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -61187.472656 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -61187.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -61230.093750 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -61230.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -61252.183594 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -61252.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -61257.492188 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -61257.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -61264.128906 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -61264.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -61265.468750 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -61265.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -61265.468750 Penalty: 2993.598877
	Iteration 9F: 3 clusters Score -61265.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Entering Unmasked Estep 
Score: -3347276.750000 Penalty: 2393.219238
	Iteration 0F: 2 clusters Score -3347277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3336930.000000 Penalty: 4786.438477
	Iteration 0F: 3 clusters Score -3336930 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3340383.000000 Penalty: 4786.438477
	Iteration 1F: 3 clusters Score -3340383 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3340697.250000 Penalty: 4786.438477
	Iteration 2F: 3 clusters Score -3340697 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3340908.000000 Penalty: 4786.438477
	Iteration 3Q: 3 clusters Score -3340908 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3341079.250000 Penalty: 4786.438477
	Iteration 4Q: 3 clusters Score -3341079 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -3341207.000000 Penalty: 4786.438477
	Iteration 5Q: 3 clusters Score -3341207 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3341313.250000 Penalty: 4786.438477
	Iteration 6Q: 3 clusters Score -3341313 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3341431.750000 Penalty: 4786.438477
	Iteration 7Q: 3 clusters Score -3341432 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3341567.250000 Penalty: 4786.438477
	Iteration 8Q: 3 clusters Score -3341567 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -3341752.000000 Penalty: 4786.438477
	Iteration 9Q: 3 clusters Score -3341752 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -3341948.250000 Penalty: 4786.438477
	Iteration 10Q: 3 clusters Score -3341948 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -3342206.250000 Penalty: 4786.438477
	Iteration 11Q: 3 clusters Score -3342206 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3342568.250000 Penalty: 4786.438477
	Iteration 12Q: 3 clusters Score -3342568 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -3343153.750000 Penalty: 4786.438477
	Iteration 13F: 3 clusters Score -3343154 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3343710.000000 Penalty: 4786.438477
	Iteration 14F: 3 clusters Score -3343710 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3344188.000000 Penalty: 4786.438477
	Iteration 15Q: 3 clusters Score -3344188 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3344503.500000 Penalty: 4786.438477
	Iteration 16Q: 3 clusters Score -3344504 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3344756.750000 Penalty: 4786.438477
	Iteration 17Q: 3 clusters Score -3344757 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3344933.500000 Penalty: 4786.438477
	Iteration 18Q: 3 clusters Score -3344934 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3345015.750000 Penalty: 4786.438477
	Iteration 19Q: 3 clusters Score -3345016 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3345070.500000 Penalty: 4786.438477
	Iteration 20F: 3 clusters Score -3345070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3345107.750000 Penalty: 4786.438477
	Iteration 21Q: 3 clusters Score -3345108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3345148.250000 Penalty: 4786.438477
	Iteration 22Q: 3 clusters Score -3345148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3345169.000000 Penalty: 4786.438477
	Iteration 23Q: 3 clusters Score -3345169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3345184.250000 Penalty: 4786.438477
	Iteration 24Q: 3 clusters Score -3345184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3345197.750000 Penalty: 4786.438477
	Iteration 25Q: 3 clusters Score -3345198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3345211.000000 Penalty: 4786.438477
	Iteration 26Q: 3 clusters Score -3345211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3345220.250000 Penalty: 4786.438477
	Iteration 27Q: 3 clusters Score -3345220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3345219.000000 Penalty: 4786.438477
	Iteration 28Q: 3 clusters Score -3345219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3345220.750000 Penalty: 4786.438477
	Iteration 29Q: 3 clusters Score -3345221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3345222.500000 Penalty: 4786.438477
	Iteration 30Q: 3 clusters Score -3345222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3345224.500000 Penalty: 4786.438477
	Iteration 31Q: 3 clusters Score -3345224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3345230.250000 Penalty: 4786.438477
	Iteration 32Q: 3 clusters Score -3345230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3345230.250000 Penalty: 4786.438477
	Iteration 33F: 3 clusters Score -3345230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -131597.500000 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -131597.5 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 386 members 
Entering Unmasked Estep 
Score: -129921.492188 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -129921.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -130261.359375 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -130261.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -130365.484375 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -130365.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -130420.367188 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -130420.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -130478.710938 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -130478.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -130492.289062 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -130492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -130495.906250 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -130495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -130495.906250 Penalty: 3276.898682
	Iteration 7F: 3 clusters Score -130495.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Entering Unmasked Estep 
Score: -1638406.625000 Penalty: 2227.425781
	Iteration 0F: 2 clusters Score -1638407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1632041.250000 Penalty: 4454.851562
	Iteration 0F: 3 clusters Score -1632041 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1633850.250000 Penalty: 4454.851562
	Iteration 1F: 3 clusters Score -1633850 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1634189.125000 Penalty: 4454.851562
	Iteration 2F: 3 clusters Score -1634189 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1634440.000000 Penalty: 4454.851562
	Iteration 3F: 3 clusters Score -1634440 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1634642.375000 Penalty: 4454.851562
	Iteration 4Q: 3 clusters Score -1634642 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1634861.625000 Penalty: 4454.851562
	Iteration 5Q: 3 clusters Score -1634862 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1635091.750000 Penalty: 4454.851562
	Iteration 6Q: 3 clusters Score -1635092 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1635308.500000 Penalty: 4454.851562
	Iteration 7Q: 3 clusters Score -1635308 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1635507.250000 Penalty: 4454.851562
	Iteration 8Q: 3 clusters Score -1635507 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1635649.250000 Penalty: 4454.851562
	Iteration 9Q: 3 clusters Score -1635649 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1635751.875000 Penalty: 4454.851562
	Iteration 10Q: 3 clusters Score -1635752 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1635825.750000 Penalty: 4454.851562
	Iteration 11Q: 3 clusters Score -1635826 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1635876.000000 Penalty: 4454.851562
	Iteration 12Q: 3 clusters Score -1635876 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1635922.875000 Penalty: 4454.851562
	Iteration 13Q: 3 clusters Score -1635923 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1635971.125000 Penalty: 4454.851562
	Iteration 14Q: 3 clusters Score -1635971 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1636001.000000 Penalty: 4454.851562
	Iteration 15Q: 3 clusters Score -1636001 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1636026.250000 Penalty: 4454.851562
	Iteration 16Q: 3 clusters Score -1636026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1636052.250000 Penalty: 4454.851562
	Iteration 17Q: 3 clusters Score -1636052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1636078.500000 Penalty: 4454.851562
	Iteration 18Q: 3 clusters Score -1636078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1636109.000000 Penalty: 4454.851562
	Iteration 19Q: 3 clusters Score -1636109 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1636119.125000 Penalty: 4454.851562
	Iteration 20F: 3 clusters Score -1636119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1636138.375000 Penalty: 4454.851562
	Iteration 21Q: 3 clusters Score -1636138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1636147.625000 Penalty: 4454.851562
	Iteration 22Q: 3 clusters Score -1636148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1636158.750000 Penalty: 4454.851562
	Iteration 23Q: 3 clusters Score -1636159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1636167.000000 Penalty: 4454.851562
	Iteration 24Q: 3 clusters Score -1636167 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1636177.625000 Penalty: 4454.851562
	Iteration 25Q: 3 clusters Score -1636178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1636186.625000 Penalty: 4454.851562
	Iteration 26Q: 3 clusters Score -1636187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1636193.375000 Penalty: 4454.851562
	Iteration 27Q: 3 clusters Score -1636193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1636196.125000 Penalty: 4454.851562
	Iteration 28Q: 3 clusters Score -1636196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1636201.375000 Penalty: 4454.851562
	Iteration 29Q: 3 clusters Score -1636201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1636203.250000 Penalty: 4454.851562
	Iteration 30Q: 3 clusters Score -1636203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1636206.125000 Penalty: 4454.851562
	Iteration 31Q: 3 clusters Score -1636206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1636208.750000 Penalty: 4454.851562
	Iteration 32Q: 3 clusters Score -1636209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1636210.750000 Penalty: 4454.851562
	Iteration 33Q: 3 clusters Score -1636211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1636215.625000 Penalty: 4454.851562
	Iteration 34Q: 3 clusters Score -1636216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1636216.375000 Penalty: 4454.851562
	Iteration 35Q: 3 clusters Score -1636216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1636222.750000 Penalty: 4454.851562
	Iteration 36Q: 3 clusters Score -1636223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1636227.625000 Penalty: 4454.851562
	Iteration 37Q: 3 clusters Score -1636228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1636226.625000 Penalty: 4454.851562
	Iteration 38Q: 3 clusters Score -1636227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1636230.500000 Penalty: 4454.851562
	Iteration 39Q: 3 clusters Score -1636230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1636230.375000 Penalty: 4454.851562
	Iteration 40F: 3 clusters Score -1636230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1636229.375000 Penalty: 4454.851562
	Iteration 41Q: 3 clusters Score -1636229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1636230.750000 Penalty: 4454.851562
	Iteration 42Q: 3 clusters Score -1636231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1636232.375000 Penalty: 4454.851562
	Iteration 43Q: 3 clusters Score -1636232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1636232.000000 Penalty: 4454.851562
	Iteration 44Q: 3 clusters Score -1636232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1636232.375000 Penalty: 4454.851562
	Iteration 45Q: 3 clusters Score -1636232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1636232.375000 Penalty: 4454.851562
	Iteration 46Q: 3 clusters Score -1636232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1636232.375000 Penalty: 4454.851562
	Iteration 47F: 3 clusters Score -1636232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Entering Unmasked Estep 
Score: -7379781.000000 Penalty: 2621.889893
	Iteration 0F: 2 clusters Score -7379781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -7353232.500000 Penalty: 5243.779785
	Iteration 0F: 3 clusters Score -7353232 nChanged 17776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -7363023.000000 Penalty: 5243.779785
	Iteration 1F: 3 clusters Score -7363023 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -7363552.000000 Penalty: 5243.779785
	Iteration 2Q: 3 clusters Score -7363552 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -7364059.000000 Penalty: 5243.779785
	Iteration 3Q: 3 clusters Score -7364059 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -7364612.000000 Penalty: 5243.779785
	Iteration 4Q: 3 clusters Score -7364612 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -7365152.500000 Penalty: 5243.779785
	Iteration 5Q: 3 clusters Score -7365152 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -7365815.500000 Penalty: 5243.779785
	Iteration 6Q: 3 clusters Score -7365816 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -7366667.000000 Penalty: 5243.779785
	Iteration 7Q: 3 clusters Score -7366667 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -7367653.000000 Penalty: 5243.779785
	Iteration 8Q: 3 clusters Score -7367653 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -7368858.000000 Penalty: 5243.779785
	Iteration 9F: 3 clusters Score -7368858 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -7370367.000000 Penalty: 5243.779785
	Iteration 10F: 3 clusters Score -7370367 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -7371920.000000 Penalty: 5243.779785
	Iteration 11F: 3 clusters Score -7371920 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -7373486.000000 Penalty: 5243.779785
	Iteration 12F: 3 clusters Score -7373486 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -7374735.500000 Penalty: 5243.779785
	Iteration 13Q: 3 clusters Score -7374736 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -7375712.000000 Penalty: 5243.779785
	Iteration 14Q: 3 clusters Score -7375712 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7376458.000000 Penalty: 5243.779785
	Iteration 15Q: 3 clusters Score -7376458 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7376895.000000 Penalty: 5243.779785
	Iteration 16Q: 3 clusters Score -7376895 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7377101.500000 Penalty: 5243.779785
	Iteration 17Q: 3 clusters Score -7377102 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7377251.500000 Penalty: 5243.779785
	Iteration 18Q: 3 clusters Score -7377252 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7377342.000000 Penalty: 5243.779785
	Iteration 19Q: 3 clusters Score -7377342 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7377392.000000 Penalty: 5243.779785
	Iteration 20F: 3 clusters Score -7377392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7377417.000000 Penalty: 5243.779785
	Iteration 21Q: 3 clusters Score -7377417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7377446.500000 Penalty: 5243.779785
	Iteration 22Q: 3 clusters Score -7377446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7377473.000000 Penalty: 5243.779785
	Iteration 23Q: 3 clusters Score -7377473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7377485.000000 Penalty: 5243.779785
	Iteration 24Q: 3 clusters Score -7377485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7377505.000000 Penalty: 5243.779785
	Iteration 25Q: 3 clusters Score -7377505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7377516.000000 Penalty: 5243.779785
	Iteration 26Q: 3 clusters Score -7377516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7377524.000000 Penalty: 5243.779785
	Iteration 27Q: 3 clusters Score -7377524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7377525.000000 Penalty: 5243.779785
	Iteration 28Q: 3 clusters Score -7377525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7377536.000000 Penalty: 5243.779785
	Iteration 29Q: 3 clusters Score -7377536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7377544.000000 Penalty: 5243.779785
	Iteration 30Q: 3 clusters Score -7377544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7377548.000000 Penalty: 5243.779785
	Iteration 31Q: 3 clusters Score -7377548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7377552.000000 Penalty: 5243.779785
	Iteration 32Q: 3 clusters Score -7377552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7377554.000000 Penalty: 5243.779785
	Iteration 33Q: 3 clusters Score -7377554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7377555.500000 Penalty: 5243.779785
	Iteration 34Q: 3 clusters Score -7377556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7377552.000000 Penalty: 5243.779785
	Iteration 35Q: 3 clusters Score -7377552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7377557.000000 Penalty: 5243.779785
	Iteration 36Q: 3 clusters Score -7377557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7377565.000000 Penalty: 5243.779785
	Iteration 37Q: 3 clusters Score -7377565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7377564.000000 Penalty: 5243.779785
	Iteration 38Q: 3 clusters Score -7377564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7377580.500000 Penalty: 5243.779785
	Iteration 39Q: 3 clusters Score -7377580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7377582.500000 Penalty: 5243.779785
	Iteration 40F: 3 clusters Score -7377582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7377585.000000 Penalty: 5243.779785
	Iteration 41Q: 3 clusters Score -7377585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7377583.500000 Penalty: 5243.779785
	Iteration 42Q: 3 clusters Score -7377584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7377590.000000 Penalty: 5243.779785
	Iteration 43Q: 3 clusters Score -7377590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7377590.000000 Penalty: 5243.779785
	Iteration 44F: 3 clusters Score -7377590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Entering Unmasked Estep 
Score: -1519826.750000 Penalty: 2234.312500
	Iteration 0F: 2 clusters Score -1519827 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 4172 members 
Entering Unmasked Estep 
Score: -1513297.125000 Penalty: 4468.625000
	Iteration 0F: 3 clusters Score -1513297 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1515166.750000 Penalty: 4468.625000
	Iteration 1F: 3 clusters Score -1515167 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1515549.375000 Penalty: 4468.625000
	Iteration 2F: 3 clusters Score -1515549 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1515830.250000 Penalty: 4468.625000
	Iteration 3F: 3 clusters Score -1515830 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1516079.125000 Penalty: 4468.625000
	Iteration 4F: 3 clusters Score -1516079 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1516308.750000 Penalty: 4468.625000
	Iteration 5Q: 3 clusters Score -1516309 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1516518.750000 Penalty: 4468.625000
	Iteration 6Q: 3 clusters Score -1516519 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1516720.250000 Penalty: 4468.625000
	Iteration 7Q: 3 clusters Score -1516720 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1516924.875000 Penalty: 4468.625000
	Iteration 8Q: 3 clusters Score -1516925 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1517136.750000 Penalty: 4468.625000
	Iteration 9Q: 3 clusters Score -1517137 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1517334.375000 Penalty: 4468.625000
	Iteration 10Q: 3 clusters Score -1517334 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1517491.500000 Penalty: 4468.625000
	Iteration 11Q: 3 clusters Score -1517492 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1517617.875000 Penalty: 4468.625000
	Iteration 12Q: 3 clusters Score -1517618 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1517714.375000 Penalty: 4468.625000
	Iteration 13Q: 3 clusters Score -1517714 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1517778.125000 Penalty: 4468.625000
	Iteration 14Q: 3 clusters Score -1517778 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1517812.500000 Penalty: 4468.625000
	Iteration 15Q: 3 clusters Score -1517812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1517847.125000 Penalty: 4468.625000
	Iteration 16Q: 3 clusters Score -1517847 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1517868.625000 Penalty: 4468.625000
	Iteration 17Q: 3 clusters Score -1517869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1517893.375000 Penalty: 4468.625000
	Iteration 18Q: 3 clusters Score -1517893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1517904.750000 Penalty: 4468.625000
	Iteration 19Q: 3 clusters Score -1517905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1517914.750000 Penalty: 4468.625000
	Iteration 20F: 3 clusters Score -1517915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1517923.500000 Penalty: 4468.625000
	Iteration 21Q: 3 clusters Score -1517924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1517926.250000 Penalty: 4468.625000
	Iteration 22Q: 3 clusters Score -1517926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1517934.500000 Penalty: 4468.625000
	Iteration 23Q: 3 clusters Score -1517934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1517948.500000 Penalty: 4468.625000
	Iteration 24Q: 3 clusters Score -1517948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1517955.250000 Penalty: 4468.625000
	Iteration 25Q: 3 clusters Score -1517955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1517964.625000 Penalty: 4468.625000
	Iteration 26Q: 3 clusters Score -1517965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1517971.500000 Penalty: 4468.625000
	Iteration 27Q: 3 clusters Score -1517972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1517982.250000 Penalty: 4468.625000
	Iteration 28Q: 3 clusters Score -1517982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1517985.750000 Penalty: 4468.625000
	Iteration 29Q: 3 clusters Score -1517986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1517991.375000 Penalty: 4468.625000
	Iteration 30Q: 3 clusters Score -1517991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1517994.125000 Penalty: 4468.625000
	Iteration 31Q: 3 clusters Score -1517994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1517998.625000 Penalty: 4468.625000
	Iteration 32Q: 3 clusters Score -1517999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1518005.000000 Penalty: 4468.625000
	Iteration 33Q: 3 clusters Score -1518005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1518007.500000 Penalty: 4468.625000
	Iteration 34Q: 3 clusters Score -1518008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1518009.250000 Penalty: 4468.625000
	Iteration 35Q: 3 clusters Score -1518009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1518021.875000 Penalty: 4468.625000
	Iteration 36Q: 3 clusters Score -1518022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1518029.750000 Penalty: 4468.625000
	Iteration 37Q: 3 clusters Score -1518030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1518034.625000 Penalty: 4468.625000
	Iteration 38Q: 3 clusters Score -1518035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1518035.375000 Penalty: 4468.625000
	Iteration 39Q: 3 clusters Score -1518035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1518038.875000 Penalty: 4468.625000
	Iteration 40F: 3 clusters Score -1518039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1518040.000000 Penalty: 4468.625000
	Iteration 41Q: 3 clusters Score -1518040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1518041.750000 Penalty: 4468.625000
	Iteration 42Q: 3 clusters Score -1518042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1518043.000000 Penalty: 4468.625000
	Iteration 43Q: 3 clusters Score -1518043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1518044.000000 Penalty: 4468.625000
	Iteration 44Q: 3 clusters Score -1518044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1518044.000000 Penalty: 4468.625000
	Iteration 45F: 3 clusters Score -1518044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -51947.734375 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -51947.73 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 195 members 
Entering Unmasked Estep 
Score: -50686.792969 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -50686.79 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50907.632812 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -50907.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51018.851562 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -51018.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51128.945312 Penalty: 2960.479004
	Iteration 3F: 3 clusters Score -51128.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51186.820312 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -51186.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -51269.800781 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -51269.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51320.871094 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -51320.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51349.597656 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -51349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -51362.117188 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -51362.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -51365.746094 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -51365.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -51365.746094 Penalty: 2960.479004
	Iteration 10F: 3 clusters Score -51365.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -48836.179688 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -48836.18 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 163 members 
Entering Unmasked Estep 
Score: -47685.281250 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -47685.28 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -47877.789062 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -47877.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -48011.160156 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -48011.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -48083.812500 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -48083.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -48155.738281 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -48155.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -48161.421875 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -48161.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -48164.800781 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -48164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -48166.972656 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -48166.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -48172.410156 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -48172.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -48181.011719 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -48181.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -48186.296875 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -48186.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -48193.421875 Penalty: 2862.634766
	Iteration 11Q: 3 clusters Score -48193.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -48197.273438 Penalty: 2862.634766
	Iteration 12Q: 3 clusters Score -48197.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -48206.875000 Penalty: 2862.634766
	Iteration 13Q: 3 clusters Score -48206.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -48213.570312 Penalty: 2862.634766
	Iteration 14Q: 3 clusters Score -48213.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -48213.570312 Penalty: 2862.634766
	Iteration 15F: 3 clusters Score -48213.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -89884.335938 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -89884.34 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 294 members 
Entering Unmasked Estep 
Score: -88393.820312 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -88393.82 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -88670.375000 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -88670.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88809.414062 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -88809.41 nChanged 30
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: -88934.015625 Penalty: 3160.319580
	Iteration 3F: 3 clusters Score -88934.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89054.359375 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -89054.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89166.242188 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -89166.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89211.429688 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -89211.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89263.554688 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -89263.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -89279.343750 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -89279.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89290.429688 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -89290.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -89296.101562 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -89296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89300.921875 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -89300.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89302.531250 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -89302.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89310.195312 Penalty: 3160.319580
	Iteration 13Q: 3 clusters Score -89310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89315.164062 Penalty: 3160.319580
	Iteration 14Q: 3 clusters Score -89315.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89323.390625 Penalty: 3160.319580
	Iteration 15Q: 3 clusters Score -89323.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89340.531250 Penalty: 3160.319580
	Iteration 16Q: 3 clusters Score -89340.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -89342.023438 Penalty: 3160.319580
	Iteration 17Q: 3 clusters Score -89342.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89354.921875 Penalty: 3160.319580
	Iteration 18Q: 3 clusters Score -89354.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89363.687500 Penalty: 3160.319580
	Iteration 19F: 3 clusters Score -89363.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -89389.007812 Penalty: 3160.319580
	Iteration 20F: 3 clusters Score -89389.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89403.906250 Penalty: 3160.319580
	Iteration 21Q: 3 clusters Score -89403.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89406.781250 Penalty: 3160.319580
	Iteration 22Q: 3 clusters Score -89406.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89406.781250 Penalty: 3160.319580
	Iteration 23F: 3 clusters Score -89406.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -57456.347656 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -57456.35 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 156 members 
Entering Unmasked Estep 
Score: -56122.792969 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -56122.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -56318.957031 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -56318.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -56462.882812 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -56462.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -56571.773438 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -56571.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -56656.253906 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -56656.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56693.496094 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -56693.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -56722.429688 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -56722.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -56759.074219 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -56759.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56789.992188 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -56789.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56818.628906 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -56818.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56837.609375 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -56837.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56895.886719 Penalty: 2862.634766
	Iteration 11Q: 3 clusters Score -56895.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56943.152344 Penalty: 2862.634766
	Iteration 12Q: 3 clusters Score -56943.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56960.554688 Penalty: 2862.634766
	Iteration 13Q: 3 clusters Score -56960.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56975.882812 Penalty: 2862.634766
	Iteration 14Q: 3 clusters Score -56975.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56976.792969 Penalty: 2862.634766
	Iteration 15F: 3 clusters Score -56976.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56983.281250 Penalty: 2862.634766
	Iteration 16Q: 3 clusters Score -56983.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56990.503906 Penalty: 2862.634766
	Iteration 17Q: 3 clusters Score -56990.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57005.996094 Penalty: 2862.634766
	Iteration 18Q: 3 clusters Score -57006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57059.738281 Penalty: 2862.634766
	Iteration 19Q: 3 clusters Score -57059.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57062.921875 Penalty: 2862.634766
	Iteration 20F: 3 clusters Score -57062.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57069.472656 Penalty: 2862.634766
	Iteration 21Q: 3 clusters Score -57069.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57069.472656 Penalty: 2862.634766
	Iteration 22F: 3 clusters Score -57069.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -787889.562500 Penalty: 2073.819580
	Iteration 0F: 2 clusters Score -787889.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -783764.937500 Penalty: 4147.639160
	Iteration 0F: 3 clusters Score -783764.9 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -784837.625000 Penalty: 4147.639160
	Iteration 1F: 3 clusters Score -784837.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -785241.312500 Penalty: 4147.639160
	Iteration 2F: 3 clusters Score -785241.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -785639.000000 Penalty: 4147.639160
	Iteration 3F: 3 clusters Score -785639 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -786018.687500 Penalty: 4147.639160
	Iteration 4F: 3 clusters Score -786018.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -786418.875000 Penalty: 4147.639160
	Iteration 5F: 3 clusters Score -786418.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -786717.750000 Penalty: 4147.639160
	Iteration 6F: 3 clusters Score -786717.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -786931.562500 Penalty: 4147.639160
	Iteration 7Q: 3 clusters Score -786931.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -787084.937500 Penalty: 4147.639160
	Iteration 8Q: 3 clusters Score -787084.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -787193.812500 Penalty: 4147.639160
	Iteration 9Q: 3 clusters Score -787193.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -787271.312500 Penalty: 4147.639160
	Iteration 10Q: 3 clusters Score -787271.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -787328.187500 Penalty: 4147.639160
	Iteration 11Q: 3 clusters Score -787328.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -787373.000000 Penalty: 4147.639160
	Iteration 12Q: 3 clusters Score -787373 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -787396.375000 Penalty: 4147.639160
	Iteration 13Q: 3 clusters Score -787396.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -787417.437500 Penalty: 4147.639160
	Iteration 14Q: 3 clusters Score -787417.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -787441.375000 Penalty: 4147.639160
	Iteration 15Q: 3 clusters Score -787441.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -787465.375000 Penalty: 4147.639160
	Iteration 16Q: 3 clusters Score -787465.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -787478.625000 Penalty: 4147.639160
	Iteration 17Q: 3 clusters Score -787478.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -787489.437500 Penalty: 4147.639160
	Iteration 18Q: 3 clusters Score -787489.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -787501.687500 Penalty: 4147.639160
	Iteration 19Q: 3 clusters Score -787501.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -787515.937500 Penalty: 4147.639160
	Iteration 20F: 3 clusters Score -787515.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -787528.812500 Penalty: 4147.639160
	Iteration 21Q: 3 clusters Score -787528.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -787538.250000 Penalty: 4147.639160
	Iteration 22Q: 3 clusters Score -787538.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -787541.750000 Penalty: 4147.639160
	Iteration 23Q: 3 clusters Score -787541.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -787544.500000 Penalty: 4147.639160
	Iteration 24Q: 3 clusters Score -787544.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -787546.062500 Penalty: 4147.639160
	Iteration 25Q: 3 clusters Score -787546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -787547.312500 Penalty: 4147.639160
	Iteration 26Q: 3 clusters Score -787547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -787548.937500 Penalty: 4147.639160
	Iteration 27Q: 3 clusters Score -787548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -787549.187500 Penalty: 4147.639160
	Iteration 28Q: 3 clusters Score -787549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -787549.187500 Penalty: 4147.639160
	Iteration 29F: 3 clusters Score -787549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -929749.562500 Penalty: 2102.449707
	Iteration 0F: 2 clusters Score -929749.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -925372.062500 Penalty: 4204.899414
	Iteration 0F: 3 clusters Score -925372.1 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -926557.312500 Penalty: 4204.899414
	Iteration 1F: 3 clusters Score -926557.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -926887.375000 Penalty: 4204.899414
	Iteration 2F: 3 clusters Score -926887.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -927103.250000 Penalty: 4204.899414
	Iteration 3F: 3 clusters Score -927103.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -927272.000000 Penalty: 4204.899414
	Iteration 4Q: 3 clusters Score -927272 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -927407.250000 Penalty: 4204.899414
	Iteration 5Q: 3 clusters Score -927407.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -927516.687500 Penalty: 4204.899414
	Iteration 6Q: 3 clusters Score -927516.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -927600.375000 Penalty: 4204.899414
	Iteration 7Q: 3 clusters Score -927600.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -927646.125000 Penalty: 4204.899414
	Iteration 8Q: 3 clusters Score -927646.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -927676.625000 Penalty: 4204.899414
	Iteration 9Q: 3 clusters Score -927676.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -927693.562500 Penalty: 4204.899414
	Iteration 10Q: 3 clusters Score -927693.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -927706.687500 Penalty: 4204.899414
	Iteration 11Q: 3 clusters Score -927706.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -927714.812500 Penalty: 4204.899414
	Iteration 12Q: 3 clusters Score -927714.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -927723.875000 Penalty: 4204.899414
	Iteration 13Q: 3 clusters Score -927723.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -927732.062500 Penalty: 4204.899414
	Iteration 14Q: 3 clusters Score -927732.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -927736.562500 Penalty: 4204.899414
	Iteration 15Q: 3 clusters Score -927736.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -927742.500000 Penalty: 4204.899414
	Iteration 16Q: 3 clusters Score -927742.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -927749.375000 Penalty: 4204.899414
	Iteration 17Q: 3 clusters Score -927749.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -927754.625000 Penalty: 4204.899414
	Iteration 18Q: 3 clusters Score -927754.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -927756.437500 Penalty: 4204.899414
	Iteration 19Q: 3 clusters Score -927756.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -927764.187500 Penalty: 4204.899414
	Iteration 20F: 3 clusters Score -927764.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -927771.812500 Penalty: 4204.899414
	Iteration 21Q: 3 clusters Score -927771.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -927776.562500 Penalty: 4204.899414
	Iteration 22Q: 3 clusters Score -927776.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -927778.062500 Penalty: 4204.899414
	Iteration 23Q: 3 clusters Score -927778.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -927783.125000 Penalty: 4204.899414
	Iteration 24Q: 3 clusters Score -927783.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -927784.250000 Penalty: 4204.899414
	Iteration 25Q: 3 clusters Score -927784.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -927787.500000 Penalty: 4204.899414
	Iteration 26Q: 3 clusters Score -927787.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -927789.750000 Penalty: 4204.899414
	Iteration 27Q: 3 clusters Score -927789.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -927792.062500 Penalty: 4204.899414
	Iteration 28Q: 3 clusters Score -927792.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -927794.062500 Penalty: 4204.899414
	Iteration 29Q: 3 clusters Score -927794.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -927796.500000 Penalty: 4204.899414
	Iteration 30Q: 3 clusters Score -927796.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -927799.000000 Penalty: 4204.899414
	Iteration 31Q: 3 clusters Score -927799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -927802.500000 Penalty: 4204.899414
	Iteration 32Q: 3 clusters Score -927802.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -927801.375000 Penalty: 4204.899414
	Iteration 33Q: 3 clusters Score -927801.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -927803.687500 Penalty: 4204.899414
	Iteration 34Q: 3 clusters Score -927803.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -927805.687500 Penalty: 4204.899414
	Iteration 35Q: 3 clusters Score -927805.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -927806.437500 Penalty: 4204.899414
	Iteration 36Q: 3 clusters Score -927806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -927804.562500 Penalty: 4204.899414
	Iteration 37Q: 3 clusters Score -927804.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -927804.562500 Penalty: 4204.899414
	Iteration 38F: 3 clusters Score -927804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Entering Unmasked Estep 
Score: -2116547.250000 Penalty: 2304.716064
	Iteration 0F: 2 clusters Score -2116547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2108316.750000 Penalty: 4609.432129
	Iteration 0F: 3 clusters Score -2108317 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2110634.750000 Penalty: 4609.432129
	Iteration 1F: 3 clusters Score -2110635 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2110950.750000 Penalty: 4609.432129
	Iteration 2F: 3 clusters Score -2110951 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2111154.500000 Penalty: 4609.432129
	Iteration 3Q: 3 clusters Score -2111154 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2111309.750000 Penalty: 4609.432129
	Iteration 4Q: 3 clusters Score -2111310 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2111405.500000 Penalty: 4609.432129
	Iteration 5Q: 3 clusters Score -2111406 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2111469.500000 Penalty: 4609.432129
	Iteration 6Q: 3 clusters Score -2111470 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2111511.250000 Penalty: 4609.432129
	Iteration 7Q: 3 clusters Score -2111511 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2111563.000000 Penalty: 4609.432129
	Iteration 8Q: 3 clusters Score -2111563 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2111615.500000 Penalty: 4609.432129
	Iteration 9Q: 3 clusters Score -2111616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2111653.500000 Penalty: 4609.432129
	Iteration 10Q: 3 clusters Score -2111654 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2111692.750000 Penalty: 4609.432129
	Iteration 11Q: 3 clusters Score -2111693 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2111725.250000 Penalty: 4609.432129
	Iteration 12Q: 3 clusters Score -2111725 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2111765.250000 Penalty: 4609.432129
	Iteration 13Q: 3 clusters Score -2111765 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2111805.000000 Penalty: 4609.432129
	Iteration 14Q: 3 clusters Score -2111805 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2111851.250000 Penalty: 4609.432129
	Iteration 15Q: 3 clusters Score -2111851 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2111887.000000 Penalty: 4609.432129
	Iteration 16Q: 3 clusters Score -2111887 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2111940.000000 Penalty: 4609.432129
	Iteration 17Q: 3 clusters Score -2111940 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2112000.500000 Penalty: 4609.432129
	Iteration 18Q: 3 clusters Score -2112000 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2112057.000000 Penalty: 4609.432129
	Iteration 19Q: 3 clusters Score -2112057 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2112118.500000 Penalty: 4609.432129
	Iteration 20F: 3 clusters Score -2112118 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2112196.250000 Penalty: 4609.432129
	Iteration 21Q: 3 clusters Score -2112196 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2112264.750000 Penalty: 4609.432129
	Iteration 22Q: 3 clusters Score -2112265 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2112355.000000 Penalty: 4609.432129
	Iteration 23Q: 3 clusters Score -2112355 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2112481.000000 Penalty: 4609.432129
	Iteration 24Q: 3 clusters Score -2112481 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2112625.750000 Penalty: 4609.432129
	Iteration 25Q: 3 clusters Score -2112626 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2112752.750000 Penalty: 4609.432129
	Iteration 26Q: 3 clusters Score -2112753 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2112923.500000 Penalty: 4609.432129
	Iteration 27Q: 3 clusters Score -2112924 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2113098.750000 Penalty: 4609.432129
	Iteration 28Q: 3 clusters Score -2113099 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2113257.000000 Penalty: 4609.432129
	Iteration 29Q: 3 clusters Score -2113257 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2113393.000000 Penalty: 4609.432129
	Iteration 30Q: 3 clusters Score -2113393 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2113518.000000 Penalty: 4609.432129
	Iteration 31Q: 3 clusters Score -2113518 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2113640.000000 Penalty: 4609.432129
	Iteration 32Q: 3 clusters Score -2113640 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2113735.000000 Penalty: 4609.432129
	Iteration 33Q: 3 clusters Score -2113735 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2113821.000000 Penalty: 4609.432129
	Iteration 34Q: 3 clusters Score -2113821 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2113895.500000 Penalty: 4609.432129
	Iteration 35Q: 3 clusters Score -2113896 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2113945.000000 Penalty: 4609.432129
	Iteration 36Q: 3 clusters Score -2113945 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2113990.250000 Penalty: 4609.432129
	Iteration 37Q: 3 clusters Score -2113990 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2114030.250000 Penalty: 4609.432129
	Iteration 38Q: 3 clusters Score -2114030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2114070.000000 Penalty: 4609.432129
	Iteration 39Q: 3 clusters Score -2114070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2114092.750000 Penalty: 4609.432129
	Iteration 40F: 3 clusters Score -2114093 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2114122.500000 Penalty: 4609.432129
	Iteration 41Q: 3 clusters Score -2114122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2114149.250000 Penalty: 4609.432129
	Iteration 42Q: 3 clusters Score -2114149 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2114174.250000 Penalty: 4609.432129
	Iteration 43Q: 3 clusters Score -2114174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2114189.500000 Penalty: 4609.432129
	Iteration 44Q: 3 clusters Score -2114190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2114206.500000 Penalty: 4609.432129
	Iteration 45Q: 3 clusters Score -2114206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2114223.250000 Penalty: 4609.432129
	Iteration 46Q: 3 clusters Score -2114223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2114240.000000 Penalty: 4609.432129
	Iteration 47Q: 3 clusters Score -2114240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2114253.500000 Penalty: 4609.432129
	Iteration 48Q: 3 clusters Score -2114254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2114261.000000 Penalty: 4609.432129
	Iteration 49Q: 3 clusters Score -2114261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2114276.500000 Penalty: 4609.432129
	Iteration 50Q: 3 clusters Score -2114276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2114290.250000 Penalty: 4609.432129
	Iteration 51Q: 3 clusters Score -2114290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2114303.250000 Penalty: 4609.432129
	Iteration 52Q: 3 clusters Score -2114303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2114313.500000 Penalty: 4609.432129
	Iteration 53Q: 3 clusters Score -2114314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2114321.250000 Penalty: 4609.432129
	Iteration 54Q: 3 clusters Score -2114321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2114332.500000 Penalty: 4609.432129
	Iteration 55Q: 3 clusters Score -2114332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2114334.750000 Penalty: 4609.432129
	Iteration 56Q: 3 clusters Score -2114335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2114337.250000 Penalty: 4609.432129
	Iteration 57Q: 3 clusters Score -2114337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2114338.000000 Penalty: 4609.432129
	Iteration 58Q: 3 clusters Score -2114338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2114333.500000 Penalty: 4609.432129
	Iteration 59Q: 3 clusters Score -2114334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2114336.500000 Penalty: 4609.432129
	Iteration 60F: 3 clusters Score -2114336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2114339.500000 Penalty: 4609.432129
	Iteration 61Q: 3 clusters Score -2114340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2114345.000000 Penalty: 4609.432129
	Iteration 62Q: 3 clusters Score -2114345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2114349.500000 Penalty: 4609.432129
	Iteration 63Q: 3 clusters Score -2114350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2114351.000000 Penalty: 4609.432129
	Iteration 64Q: 3 clusters Score -2114351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2114351.500000 Penalty: 4609.432129
	Iteration 65Q: 3 clusters Score -2114352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2114354.000000 Penalty: 4609.432129
	Iteration 66Q: 3 clusters Score -2114354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2114360.500000 Penalty: 4609.432129
	Iteration 67Q: 3 clusters Score -2114360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2114360.250000 Penalty: 4609.432129
	Iteration 68Q: 3 clusters Score -2114360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2114366.000000 Penalty: 4609.432129
	Iteration 69Q: 3 clusters Score -2114366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2114367.000000 Penalty: 4609.432129
	Iteration 70Q: 3 clusters Score -2114367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2114363.500000 Penalty: 4609.432129
	Iteration 71Q: 3 clusters Score -2114364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2114367.750000 Penalty: 4609.432129
	Iteration 72Q: 3 clusters Score -2114368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2114365.500000 Penalty: 4609.432129
	Iteration 73Q: 3 clusters Score -2114366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2114369.250000 Penalty: 4609.432129
	Iteration 74Q: 3 clusters Score -2114369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2114368.500000 Penalty: 4609.432129
	Iteration 75Q: 3 clusters Score -2114368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2114366.500000 Penalty: 4609.432129
	Iteration 76Q: 3 clusters Score -2114366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2114370.500000 Penalty: 4609.432129
	Iteration 77Q: 3 clusters Score -2114370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2114371.750000 Penalty: 4609.432129
	Iteration 78Q: 3 clusters Score -2114372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2114371.000000 Penalty: 4609.432129
	Iteration 79Q: 3 clusters Score -2114371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2114372.500000 Penalty: 4609.432129
	Iteration 80F: 3 clusters Score -2114372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2114374.000000 Penalty: 4609.432129
	Iteration 81Q: 3 clusters Score -2114374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2114375.000000 Penalty: 4609.432129
	Iteration 82Q: 3 clusters Score -2114375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2114374.500000 Penalty: 4609.432129
	Iteration 83Q: 3 clusters Score -2114374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2114376.750000 Penalty: 4609.432129
	Iteration 84Q: 3 clusters Score -2114377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2114378.500000 Penalty: 4609.432129
	Iteration 85Q: 3 clusters Score -2114378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2114382.750000 Penalty: 4609.432129
	Iteration 86Q: 3 clusters Score -2114383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2114381.250000 Penalty: 4609.432129
	Iteration 87Q: 3 clusters Score -2114381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2114383.000000 Penalty: 4609.432129
	Iteration 88Q: 3 clusters Score -2114383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2114380.750000 Penalty: 4609.432129
	Iteration 89Q: 3 clusters Score -2114381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2114384.250000 Penalty: 4609.432129
	Iteration 90Q: 3 clusters Score -2114384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2114379.500000 Penalty: 4609.432129
	Iteration 91Q: 3 clusters Score -2114380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2114383.500000 Penalty: 4609.432129
	Iteration 92Q: 3 clusters Score -2114384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2114381.750000 Penalty: 4609.432129
	Iteration 93Q: 3 clusters Score -2114382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2114379.000000 Penalty: 4609.432129
	Iteration 94Q: 3 clusters Score -2114379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2114381.750000 Penalty: 4609.432129
	Iteration 95Q: 3 clusters Score -2114382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2114386.500000 Penalty: 4609.432129
	Iteration 96Q: 3 clusters Score -2114386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2114387.250000 Penalty: 4609.432129
	Iteration 97Q: 3 clusters Score -2114387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2114387.250000 Penalty: 4609.432129
	Iteration 98Q: 3 clusters Score -2114387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2114386.000000 Penalty: 4609.432129
	Iteration 99Q: 3 clusters Score -2114386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2114387.000000 Penalty: 4609.432129
	Iteration 100F: 3 clusters Score -2114387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2114388.250000 Penalty: 4609.432129
	Iteration 101Q: 3 clusters Score -2114388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2114386.750000 Penalty: 4609.432129
	Iteration 102Q: 3 clusters Score -2114387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2114387.750000 Penalty: 4609.432129
	Iteration 103Q: 3 clusters Score -2114388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2114388.750000 Penalty: 4609.432129
	Iteration 104Q: 3 clusters Score -2114389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2114388.500000 Penalty: 4609.432129
	Iteration 105Q: 3 clusters Score -2114388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2114390.250000 Penalty: 4609.432129
	Iteration 106Q: 3 clusters Score -2114390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2114392.750000 Penalty: 4609.432129
	Iteration 107Q: 3 clusters Score -2114393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2114392.500000 Penalty: 4609.432129
	Iteration 108Q: 3 clusters Score -2114392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2114394.000000 Penalty: 4609.432129
	Iteration 109Q: 3 clusters Score -2114394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2114394.250000 Penalty: 4609.432129
	Iteration 110Q: 3 clusters Score -2114394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2114395.750000 Penalty: 4609.432129
	Iteration 111Q: 3 clusters Score -2114396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2114395.750000 Penalty: 4609.432129
	Iteration 112F: 3 clusters Score -2114396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16962.708984 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -16962.71 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 120 members 
Entering Unmasked Estep 
Score: -15846.893555 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -15846.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16067.481445 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -16067.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16101.809570 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -16101.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16112.567383 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -16112.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16145.243164 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -16145.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16148.609375 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -16148.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16155.567383 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -16155.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16156.344727 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -16156.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16185.307617 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -16185.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16205.701172 Penalty: 2730.644531
	Iteration 9Q: 3 clusters Score -16205.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16217.933594 Penalty: 2730.644531
	Iteration 10Q: 3 clusters Score -16217.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16234.291992 Penalty: 2730.644531
	Iteration 11Q: 3 clusters Score -16234.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16246.483398 Penalty: 2730.644531
	Iteration 12Q: 3 clusters Score -16246.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16263.153320 Penalty: 2730.644531
	Iteration 13Q: 3 clusters Score -16263.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16267.895508 Penalty: 2730.644531
	Iteration 14Q: 3 clusters Score -16267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16278.119141 Penalty: 2730.644531
	Iteration 15Q: 3 clusters Score -16278.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16278.119141 Penalty: 2730.644531
	Iteration 16F: 3 clusters Score -16278.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -167467.156250 Penalty: 1711.381226
	Iteration 0F: 2 clusters Score -167467.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -165643.421875 Penalty: 3422.762451
	Iteration 0F: 3 clusters Score -165643.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -166065.218750 Penalty: 3422.762451
	Iteration 1F: 3 clusters Score -166065.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -166234.343750 Penalty: 3422.762451
	Iteration 2F: 3 clusters Score -166234.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -166355.546875 Penalty: 3422.762451
	Iteration 3F: 3 clusters Score -166355.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -166443.312500 Penalty: 3422.762451
	Iteration 4Q: 3 clusters Score -166443.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -166546.140625 Penalty: 3422.762451
	Iteration 5Q: 3 clusters Score -166546.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -166603.515625 Penalty: 3422.762451
	Iteration 6Q: 3 clusters Score -166603.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -166653.843750 Penalty: 3422.762451
	Iteration 7Q: 3 clusters Score -166653.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -166677.421875 Penalty: 3422.762451
	Iteration 8Q: 3 clusters Score -166677.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -166691.906250 Penalty: 3422.762451
	Iteration 9Q: 3 clusters Score -166691.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -166694.515625 Penalty: 3422.762451
	Iteration 10Q: 3 clusters Score -166694.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -166703.859375 Penalty: 3422.762451
	Iteration 11Q: 3 clusters Score -166703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -166706.281250 Penalty: 3422.762451
	Iteration 12Q: 3 clusters Score -166706.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -166711.343750 Penalty: 3422.762451
	Iteration 13Q: 3 clusters Score -166711.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -166715.234375 Penalty: 3422.762451
	Iteration 14Q: 3 clusters Score -166715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -166716.937500 Penalty: 3422.762451
	Iteration 15Q: 3 clusters Score -166716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -166719.062500 Penalty: 3422.762451
	Iteration 16Q: 3 clusters Score -166719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -166724.578125 Penalty: 3422.762451
	Iteration 17Q: 3 clusters Score -166724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -166725.109375 Penalty: 3422.762451
	Iteration 18Q: 3 clusters Score -166725.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -166725.109375 Penalty: 3422.762451
	Iteration 19F: 3 clusters Score -166725.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Entering Unmasked Estep 
Score: -3075559.500000 Penalty: 2373.716064
	Iteration 0F: 2 clusters Score -3075560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3065533.750000 Penalty: 4747.432129
	Iteration 0F: 3 clusters Score -3065534 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3068888.250000 Penalty: 4747.432129
	Iteration 1F: 3 clusters Score -3068888 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3069254.250000 Penalty: 4747.432129
	Iteration 2F: 3 clusters Score -3069254 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3069516.000000 Penalty: 4747.432129
	Iteration 3Q: 3 clusters Score -3069516 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3069750.750000 Penalty: 4747.432129
	Iteration 4Q: 3 clusters Score -3069751 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -3069925.750000 Penalty: 4747.432129
	Iteration 5Q: 3 clusters Score -3069926 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -3070079.000000 Penalty: 4747.432129
	Iteration 6Q: 3 clusters Score -3070079 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3070236.500000 Penalty: 4747.432129
	Iteration 7Q: 3 clusters Score -3070236 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3070390.500000 Penalty: 4747.432129
	Iteration 8Q: 3 clusters Score -3070390 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -3070612.250000 Penalty: 4747.432129
	Iteration 9Q: 3 clusters Score -3070612 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3070902.750000 Penalty: 4747.432129
	Iteration 10Q: 3 clusters Score -3070903 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3071258.750000 Penalty: 4747.432129
	Iteration 11Q: 3 clusters Score -3071259 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3071690.000000 Penalty: 4747.432129
	Iteration 12Q: 3 clusters Score -3071690 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3072155.750000 Penalty: 4747.432129
	Iteration 13Q: 3 clusters Score -3072156 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -3072669.500000 Penalty: 4747.432129
	Iteration 14Q: 3 clusters Score -3072670 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3073057.250000 Penalty: 4747.432129
	Iteration 15Q: 3 clusters Score -3073057 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3073316.750000 Penalty: 4747.432129
	Iteration 16Q: 3 clusters Score -3073317 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3073481.250000 Penalty: 4747.432129
	Iteration 17Q: 3 clusters Score -3073481 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -3073606.250000 Penalty: 4747.432129
	Iteration 18Q: 3 clusters Score -3073606 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3073678.000000 Penalty: 4747.432129
	Iteration 19Q: 3 clusters Score -3073678 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3073727.250000 Penalty: 4747.432129
	Iteration 20F: 3 clusters Score -3073727 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -3073745.250000 Penalty: 4747.432129
	Iteration 21Q: 3 clusters Score -3073745 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3073753.500000 Penalty: 4747.432129
	Iteration 22Q: 3 clusters Score -3073754 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3073778.000000 Penalty: 4747.432129
	Iteration 23Q: 3 clusters Score -3073778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3073783.750000 Penalty: 4747.432129
	Iteration 24Q: 3 clusters Score -3073784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3073789.250000 Penalty: 4747.432129
	Iteration 25Q: 3 clusters Score -3073789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -3073801.500000 Penalty: 4747.432129
	Iteration 26Q: 3 clusters Score -3073802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3073793.000000 Penalty: 4747.432129
	Iteration 27Q: 3 clusters Score -3073793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3073799.500000 Penalty: 4747.432129
	Iteration 28Q: 3 clusters Score -3073800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3073803.500000 Penalty: 4747.432129
	Iteration 29Q: 3 clusters Score -3073804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3073801.500000 Penalty: 4747.432129
	Iteration 30Q: 3 clusters Score -3073802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3073803.500000 Penalty: 4747.432129
	Iteration 31Q: 3 clusters Score -3073804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -3073802.000000 Penalty: 4747.432129
	Iteration 32Q: 3 clusters Score -3073802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3073804.000000 Penalty: 4747.432129
	Iteration 33Q: 3 clusters Score -3073804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3073803.500000 Penalty: 4747.432129
	Iteration 34Q: 3 clusters Score -3073804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3073800.000000 Penalty: 4747.432129
	Iteration 35Q: 3 clusters Score -3073800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3073803.000000 Penalty: 4747.432129
	Iteration 36Q: 3 clusters Score -3073803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3073812.000000 Penalty: 4747.432129
	Iteration 37Q: 3 clusters Score -3073812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3073805.500000 Penalty: 4747.432129
	Iteration 38Q: 3 clusters Score -3073806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3073806.250000 Penalty: 4747.432129
	Iteration 39Q: 3 clusters Score -3073806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3073809.250000 Penalty: 4747.432129
	Iteration 40F: 3 clusters Score -3073809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -3073804.500000 Penalty: 4747.432129
	Iteration 41Q: 3 clusters Score -3073804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -3073802.500000 Penalty: 4747.432129
	Iteration 42Q: 3 clusters Score -3073802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3073801.500000 Penalty: 4747.432129
	Iteration 43Q: 3 clusters Score -3073802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3073804.250000 Penalty: 4747.432129
	Iteration 44Q: 3 clusters Score -3073804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3073804.250000 Penalty: 4747.432129
	Iteration 45F: 3 clusters Score -3073804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Entering Unmasked Estep 
Score: -397622.687500 Penalty: 1888.104614
	Iteration 0F: 2 clusters Score -397622.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -394946.281250 Penalty: 3776.209229
	Iteration 0F: 3 clusters Score -394946.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -395434.625000 Penalty: 3776.209229
	Iteration 1F: 3 clusters Score -395434.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -395579.625000 Penalty: 3776.209229
	Iteration 2F: 3 clusters Score -395579.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -395660.125000 Penalty: 3776.209229
	Iteration 3Q: 3 clusters Score -395660.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -395721.531250 Penalty: 3776.209229
	Iteration 4Q: 3 clusters Score -395721.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -395781.937500 Penalty: 3776.209229
	Iteration 5Q: 3 clusters Score -395781.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -395830.906250 Penalty: 3776.209229
	Iteration 6Q: 3 clusters Score -395830.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -395869.562500 Penalty: 3776.209229
	Iteration 7Q: 3 clusters Score -395869.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -395898.812500 Penalty: 3776.209229
	Iteration 8Q: 3 clusters Score -395898.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -395919.000000 Penalty: 3776.209229
	Iteration 9Q: 3 clusters Score -395919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -395935.093750 Penalty: 3776.209229
	Iteration 10Q: 3 clusters Score -395935.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -395948.687500 Penalty: 3776.209229
	Iteration 11Q: 3 clusters Score -395948.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -395959.093750 Penalty: 3776.209229
	Iteration 12Q: 3 clusters Score -395959.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -395966.562500 Penalty: 3776.209229
	Iteration 13Q: 3 clusters Score -395966.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -395979.312500 Penalty: 3776.209229
	Iteration 14Q: 3 clusters Score -395979.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -395990.375000 Penalty: 3776.209229
	Iteration 15Q: 3 clusters Score -395990.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -395997.906250 Penalty: 3776.209229
	Iteration 16Q: 3 clusters Score -395997.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -396005.406250 Penalty: 3776.209229
	Iteration 17Q: 3 clusters Score -396005.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -396011.593750 Penalty: 3776.209229
	Iteration 18Q: 3 clusters Score -396011.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -396018.625000 Penalty: 3776.209229
	Iteration 19Q: 3 clusters Score -396018.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -396033.312500 Penalty: 3776.209229
	Iteration 20F: 3 clusters Score -396033.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -396050.812500 Penalty: 3776.209229
	Iteration 21Q: 3 clusters Score -396050.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -396062.062500 Penalty: 3776.209229
	Iteration 22Q: 3 clusters Score -396062.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -396076.875000 Penalty: 3776.209229
	Iteration 23Q: 3 clusters Score -396076.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -396086.468750 Penalty: 3776.209229
	Iteration 24Q: 3 clusters Score -396086.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -396099.781250 Penalty: 3776.209229
	Iteration 25Q: 3 clusters Score -396099.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -396112.187500 Penalty: 3776.209229
	Iteration 26Q: 3 clusters Score -396112.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -396120.687500 Penalty: 3776.209229
	Iteration 27Q: 3 clusters Score -396120.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -396128.812500 Penalty: 3776.209229
	Iteration 28Q: 3 clusters Score -396128.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -396135.250000 Penalty: 3776.209229
	Iteration 29Q: 3 clusters Score -396135.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -396140.437500 Penalty: 3776.209229
	Iteration 30Q: 3 clusters Score -396140.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -396147.750000 Penalty: 3776.209229
	Iteration 31Q: 3 clusters Score -396147.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -396159.468750 Penalty: 3776.209229
	Iteration 32Q: 3 clusters Score -396159.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -396169.593750 Penalty: 3776.209229
	Iteration 33Q: 3 clusters Score -396169.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -396172.000000 Penalty: 3776.209229
	Iteration 34Q: 3 clusters Score -396172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -396177.656250 Penalty: 3776.209229
	Iteration 35Q: 3 clusters Score -396177.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -396180.281250 Penalty: 3776.209229
	Iteration 36Q: 3 clusters Score -396180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -396185.718750 Penalty: 3776.209229
	Iteration 37Q: 3 clusters Score -396185.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -396190.375000 Penalty: 3776.209229
	Iteration 38Q: 3 clusters Score -396190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -396191.718750 Penalty: 3776.209229
	Iteration 39Q: 3 clusters Score -396191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -396193.718750 Penalty: 3776.209229
	Iteration 40F: 3 clusters Score -396193.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -396194.562500 Penalty: 3776.209229
	Iteration 41Q: 3 clusters Score -396194.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -396197.625000 Penalty: 3776.209229
	Iteration 42Q: 3 clusters Score -396197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -396200.375000 Penalty: 3776.209229
	Iteration 43Q: 3 clusters Score -396200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -396201.906250 Penalty: 3776.209229
	Iteration 44Q: 3 clusters Score -396201.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -396204.843750 Penalty: 3776.209229
	Iteration 45Q: 3 clusters Score -396204.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -396205.531250 Penalty: 3776.209229
	Iteration 46Q: 3 clusters Score -396205.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -396207.625000 Penalty: 3776.209229
	Iteration 47Q: 3 clusters Score -396207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -396209.562500 Penalty: 3776.209229
	Iteration 48Q: 3 clusters Score -396209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -396212.531250 Penalty: 3776.209229
	Iteration 49Q: 3 clusters Score -396212.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -396214.968750 Penalty: 3776.209229
	Iteration 50Q: 3 clusters Score -396215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -396218.250000 Penalty: 3776.209229
	Iteration 51Q: 3 clusters Score -396218.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -396220.187500 Penalty: 3776.209229
	Iteration 52Q: 3 clusters Score -396220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -396221.312500 Penalty: 3776.209229
	Iteration 53Q: 3 clusters Score -396221.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -396221.312500 Penalty: 3776.209229
	Iteration 54F: 3 clusters Score -396221.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Entering Unmasked Estep 
Score: -4036161.750000 Penalty: 2447.383545
	Iteration 0F: 2 clusters Score -4036162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -4022978.250000 Penalty: 4894.767090
	Iteration 0F: 3 clusters Score -4022978 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -4027627.250000 Penalty: 4894.767090
	Iteration 1F: 3 clusters Score -4027627 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -4028048.750000 Penalty: 4894.767090
	Iteration 2F: 3 clusters Score -4028049 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -4028328.000000 Penalty: 4894.767090
	Iteration 3Q: 3 clusters Score -4028328 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -4028557.000000 Penalty: 4894.767090
	Iteration 4Q: 3 clusters Score -4028557 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -4028784.250000 Penalty: 4894.767090
	Iteration 5Q: 3 clusters Score -4028784 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4029027.500000 Penalty: 4894.767090
	Iteration 6Q: 3 clusters Score -4029028 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -4029278.500000 Penalty: 4894.767090
	Iteration 7Q: 3 clusters Score -4029278 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -4029587.750000 Penalty: 4894.767090
	Iteration 8Q: 3 clusters Score -4029588 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -4029937.750000 Penalty: 4894.767090
	Iteration 9Q: 3 clusters Score -4029938 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -4030407.750000 Penalty: 4894.767090
	Iteration 10Q: 3 clusters Score -4030408 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -4030975.000000 Penalty: 4894.767090
	Iteration 11Q: 3 clusters Score -4030975 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -4031596.250000 Penalty: 4894.767090
	Iteration 12Q: 3 clusters Score -4031596 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -4032278.250000 Penalty: 4894.767090
	Iteration 13Q: 3 clusters Score -4032278 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -4032859.750000 Penalty: 4894.767090
	Iteration 14Q: 3 clusters Score -4032860 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -4033286.750000 Penalty: 4894.767090
	Iteration 15Q: 3 clusters Score -4033287 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -4033541.250000 Penalty: 4894.767090
	Iteration 16Q: 3 clusters Score -4033541 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -4033714.000000 Penalty: 4894.767090
	Iteration 17Q: 3 clusters Score -4033714 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4033823.000000 Penalty: 4894.767090
	Iteration 18Q: 3 clusters Score -4033823 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4033871.250000 Penalty: 4894.767090
	Iteration 19Q: 3 clusters Score -4033871 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4033924.500000 Penalty: 4894.767090
	Iteration 20F: 3 clusters Score -4033924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4033977.000000 Penalty: 4894.767090
	Iteration 21Q: 3 clusters Score -4033977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -4034010.750000 Penalty: 4894.767090
	Iteration 22Q: 3 clusters Score -4034011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4034043.250000 Penalty: 4894.767090
	Iteration 23Q: 3 clusters Score -4034043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -4034046.750000 Penalty: 4894.767090
	Iteration 24Q: 3 clusters Score -4034047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4034064.250000 Penalty: 4894.767090
	Iteration 25Q: 3 clusters Score -4034064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -4034075.250000 Penalty: 4894.767090
	Iteration 26Q: 3 clusters Score -4034075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -4034103.500000 Penalty: 4894.767090
	Iteration 27Q: 3 clusters Score -4034104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4034112.000000 Penalty: 4894.767090
	Iteration 28Q: 3 clusters Score -4034112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -4034117.500000 Penalty: 4894.767090
	Iteration 29Q: 3 clusters Score -4034118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -4034119.250000 Penalty: 4894.767090
	Iteration 30Q: 3 clusters Score -4034119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4034121.750000 Penalty: 4894.767090
	Iteration 31Q: 3 clusters Score -4034122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -4034128.000000 Penalty: 4894.767090
	Iteration 32Q: 3 clusters Score -4034128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -4034130.000000 Penalty: 4894.767090
	Iteration 33Q: 3 clusters Score -4034130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4034132.000000 Penalty: 4894.767090
	Iteration 34Q: 3 clusters Score -4034132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4034141.500000 Penalty: 4894.767090
	Iteration 35Q: 3 clusters Score -4034142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4034137.750000 Penalty: 4894.767090
	Iteration 36Q: 3 clusters Score -4034138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4034137.750000 Penalty: 4894.767090
	Iteration 37F: 3 clusters Score -4034138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -472932.750000 Penalty: 1930.136230
	Iteration 0F: 2 clusters Score -472932.8 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 1198 members 
Entering Unmasked Estep 
Score: -470035.718750 Penalty: 3860.272461
	Iteration 0F: 3 clusters Score -470035.7 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -470629.687500 Penalty: 3860.272461
	Iteration 1F: 3 clusters Score -470629.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -470832.406250 Penalty: 3860.272461
	Iteration 2F: 3 clusters Score -470832.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -471016.093750 Penalty: 3860.272461
	Iteration 3F: 3 clusters Score -471016.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -471141.562500 Penalty: 3860.272461
	Iteration 4F: 3 clusters Score -471141.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -471248.468750 Penalty: 3860.272461
	Iteration 5Q: 3 clusters Score -471248.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -471363.000000 Penalty: 3860.272461
	Iteration 6Q: 3 clusters Score -471363 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -471445.375000 Penalty: 3860.272461
	Iteration 7Q: 3 clusters Score -471445.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -471498.937500 Penalty: 3860.272461
	Iteration 8Q: 3 clusters Score -471498.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -471542.218750 Penalty: 3860.272461
	Iteration 9Q: 3 clusters Score -471542.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -471569.781250 Penalty: 3860.272461
	Iteration 10Q: 3 clusters Score -471569.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -471589.750000 Penalty: 3860.272461
	Iteration 11Q: 3 clusters Score -471589.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -471605.406250 Penalty: 3860.272461
	Iteration 12Q: 3 clusters Score -471605.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -471617.781250 Penalty: 3860.272461
	Iteration 13Q: 3 clusters Score -471617.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -471624.687500 Penalty: 3860.272461
	Iteration 14Q: 3 clusters Score -471624.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -471629.437500 Penalty: 3860.272461
	Iteration 15Q: 3 clusters Score -471629.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -471634.312500 Penalty: 3860.272461
	Iteration 16Q: 3 clusters Score -471634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -471636.156250 Penalty: 3860.272461
	Iteration 17Q: 3 clusters Score -471636.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -471637.468750 Penalty: 3860.272461
	Iteration 18Q: 3 clusters Score -471637.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -471638.812500 Penalty: 3860.272461
	Iteration 19Q: 3 clusters Score -471638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -471640.718750 Penalty: 3860.272461
	Iteration 20F: 3 clusters Score -471640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -471642.062500 Penalty: 3860.272461
	Iteration 21Q: 3 clusters Score -471642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -471642.937500 Penalty: 3860.272461
	Iteration 22Q: 3 clusters Score -471642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -471643.531250 Penalty: 3860.272461
	Iteration 23Q: 3 clusters Score -471643.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -471644.093750 Penalty: 3860.272461
	Iteration 24Q: 3 clusters Score -471644.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -471644.093750 Penalty: 3860.272461
	Iteration 25F: 3 clusters Score -471644.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -650661.937500 Penalty: 2011.534912
	Iteration 0F: 2 clusters Score -650661.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -647193.875000 Penalty: 4023.069824
	Iteration 0F: 3 clusters Score -647193.9 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -647948.750000 Penalty: 4023.069824
	Iteration 1F: 3 clusters Score -647948.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -648176.437500 Penalty: 4023.069824
	Iteration 2F: 3 clusters Score -648176.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -648308.125000 Penalty: 4023.069824
	Iteration 3F: 3 clusters Score -648308.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -648377.062500 Penalty: 4023.069824
	Iteration 4Q: 3 clusters Score -648377.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -648432.500000 Penalty: 4023.069824
	Iteration 5Q: 3 clusters Score -648432.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -648477.250000 Penalty: 4023.069824
	Iteration 6Q: 3 clusters Score -648477.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -648526.250000 Penalty: 4023.069824
	Iteration 7Q: 3 clusters Score -648526.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -648582.062500 Penalty: 4023.069824
	Iteration 8Q: 3 clusters Score -648582.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -648620.187500 Penalty: 4023.069824
	Iteration 9Q: 3 clusters Score -648620.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -648648.437500 Penalty: 4023.069824
	Iteration 10Q: 3 clusters Score -648648.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -648667.875000 Penalty: 4023.069824
	Iteration 11Q: 3 clusters Score -648667.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -648694.312500 Penalty: 4023.069824
	Iteration 12Q: 3 clusters Score -648694.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -648712.312500 Penalty: 4023.069824
	Iteration 13Q: 3 clusters Score -648712.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -648736.375000 Penalty: 4023.069824
	Iteration 14Q: 3 clusters Score -648736.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -648757.937500 Penalty: 4023.069824
	Iteration 15Q: 3 clusters Score -648757.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -648773.812500 Penalty: 4023.069824
	Iteration 16Q: 3 clusters Score -648773.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -648794.125000 Penalty: 4023.069824
	Iteration 17Q: 3 clusters Score -648794.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -648805.937500 Penalty: 4023.069824
	Iteration 18Q: 3 clusters Score -648805.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -648816.250000 Penalty: 4023.069824
	Iteration 19Q: 3 clusters Score -648816.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -648824.812500 Penalty: 4023.069824
	Iteration 20F: 3 clusters Score -648824.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -648838.000000 Penalty: 4023.069824
	Iteration 21Q: 3 clusters Score -648838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -648853.125000 Penalty: 4023.069824
	Iteration 22Q: 3 clusters Score -648853.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -648867.375000 Penalty: 4023.069824
	Iteration 23Q: 3 clusters Score -648867.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -648882.937500 Penalty: 4023.069824
	Iteration 24Q: 3 clusters Score -648882.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -648897.875000 Penalty: 4023.069824
	Iteration 25Q: 3 clusters Score -648897.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -648913.562500 Penalty: 4023.069824
	Iteration 26Q: 3 clusters Score -648913.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -648928.437500 Penalty: 4023.069824
	Iteration 27Q: 3 clusters Score -648928.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -648940.812500 Penalty: 4023.069824
	Iteration 28Q: 3 clusters Score -648940.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -648948.875000 Penalty: 4023.069824
	Iteration 29Q: 3 clusters Score -648948.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -648954.187500 Penalty: 4023.069824
	Iteration 30Q: 3 clusters Score -648954.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -648959.937500 Penalty: 4023.069824
	Iteration 31Q: 3 clusters Score -648959.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -648967.312500 Penalty: 4023.069824
	Iteration 32Q: 3 clusters Score -648967.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -648979.625000 Penalty: 4023.069824
	Iteration 33Q: 3 clusters Score -648979.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -648995.437500 Penalty: 4023.069824
	Iteration 34Q: 3 clusters Score -648995.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -649008.062500 Penalty: 4023.069824
	Iteration 35Q: 3 clusters Score -649008.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -649017.875000 Penalty: 4023.069824
	Iteration 36Q: 3 clusters Score -649017.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -649024.875000 Penalty: 4023.069824
	Iteration 37Q: 3 clusters Score -649024.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -649030.562500 Penalty: 4023.069824
	Iteration 38Q: 3 clusters Score -649030.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -649034.250000 Penalty: 4023.069824
	Iteration 39Q: 3 clusters Score -649034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -649037.437500 Penalty: 4023.069824
	Iteration 40F: 3 clusters Score -649037.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -649043.000000 Penalty: 4023.069824
	Iteration 41Q: 3 clusters Score -649043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -649048.875000 Penalty: 4023.069824
	Iteration 42Q: 3 clusters Score -649048.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -649054.625000 Penalty: 4023.069824
	Iteration 43Q: 3 clusters Score -649054.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -649060.187500 Penalty: 4023.069824
	Iteration 44Q: 3 clusters Score -649060.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -649065.312500 Penalty: 4023.069824
	Iteration 45Q: 3 clusters Score -649065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -649066.000000 Penalty: 4023.069824
	Iteration 46Q: 3 clusters Score -649066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -649067.437500 Penalty: 4023.069824
	Iteration 47Q: 3 clusters Score -649067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -649069.000000 Penalty: 4023.069824
	Iteration 48Q: 3 clusters Score -649069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -649071.125000 Penalty: 4023.069824
	Iteration 49Q: 3 clusters Score -649071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -649071.125000 Penalty: 4023.069824
	Iteration 50F: 3 clusters Score -649071.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -408906.843750 Penalty: 1913.461182
	Iteration 0F: 2 clusters Score -408906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -406174.968750 Penalty: 3826.922363
	Iteration 0F: 3 clusters Score -406175 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -406788.062500 Penalty: 3826.922363
	Iteration 1F: 3 clusters Score -406788.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -407028.406250 Penalty: 3826.922363
	Iteration 2F: 3 clusters Score -407028.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -407186.937500 Penalty: 3826.922363
	Iteration 3F: 3 clusters Score -407186.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -407316.781250 Penalty: 3826.922363
	Iteration 4Q: 3 clusters Score -407316.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -407437.125000 Penalty: 3826.922363
	Iteration 5Q: 3 clusters Score -407437.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -407564.000000 Penalty: 3826.922363
	Iteration 6Q: 3 clusters Score -407564 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -407652.812500 Penalty: 3826.922363
	Iteration 7Q: 3 clusters Score -407652.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -407718.875000 Penalty: 3826.922363
	Iteration 8Q: 3 clusters Score -407718.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -407749.531250 Penalty: 3826.922363
	Iteration 9Q: 3 clusters Score -407749.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -407770.718750 Penalty: 3826.922363
	Iteration 10Q: 3 clusters Score -407770.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -407781.875000 Penalty: 3826.922363
	Iteration 11Q: 3 clusters Score -407781.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -407786.781250 Penalty: 3826.922363
	Iteration 12Q: 3 clusters Score -407786.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -407791.937500 Penalty: 3826.922363
	Iteration 13Q: 3 clusters Score -407791.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -407797.406250 Penalty: 3826.922363
	Iteration 14Q: 3 clusters Score -407797.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -407803.500000 Penalty: 3826.922363
	Iteration 15Q: 3 clusters Score -407803.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -407806.656250 Penalty: 3826.922363
	Iteration 16Q: 3 clusters Score -407806.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -407809.187500 Penalty: 3826.922363
	Iteration 17Q: 3 clusters Score -407809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -407810.500000 Penalty: 3826.922363
	Iteration 18Q: 3 clusters Score -407810.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -407811.625000 Penalty: 3826.922363
	Iteration 19Q: 3 clusters Score -407811.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -407811.687500 Penalty: 3826.922363
	Iteration 20F: 3 clusters Score -407811.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -407813.218750 Penalty: 3826.922363
	Iteration 21Q: 3 clusters Score -407813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -407815.062500 Penalty: 3826.922363
	Iteration 22Q: 3 clusters Score -407815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -407817.218750 Penalty: 3826.922363
	Iteration 23Q: 3 clusters Score -407817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -407818.312500 Penalty: 3826.922363
	Iteration 24Q: 3 clusters Score -407818.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -407821.125000 Penalty: 3826.922363
	Iteration 25Q: 3 clusters Score -407821.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -407822.843750 Penalty: 3826.922363
	Iteration 26Q: 3 clusters Score -407822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -407824.375000 Penalty: 3826.922363
	Iteration 27Q: 3 clusters Score -407824.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -407828.468750 Penalty: 3826.922363
	Iteration 28Q: 3 clusters Score -407828.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -407834.718750 Penalty: 3826.922363
	Iteration 29Q: 3 clusters Score -407834.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -407844.031250 Penalty: 3826.922363
	Iteration 30Q: 3 clusters Score -407844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -407847.593750 Penalty: 3826.922363
	Iteration 31Q: 3 clusters Score -407847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -407850.218750 Penalty: 3826.922363
	Iteration 32Q: 3 clusters Score -407850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -407854.875000 Penalty: 3826.922363
	Iteration 33Q: 3 clusters Score -407854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -407857.000000 Penalty: 3826.922363
	Iteration 34Q: 3 clusters Score -407857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -407858.625000 Penalty: 3826.922363
	Iteration 35Q: 3 clusters Score -407858.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -407861.125000 Penalty: 3826.922363
	Iteration 36Q: 3 clusters Score -407861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -407862.468750 Penalty: 3826.922363
	Iteration 37Q: 3 clusters Score -407862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -407862.843750 Penalty: 3826.922363
	Iteration 38Q: 3 clusters Score -407862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -407865.218750 Penalty: 3826.922363
	Iteration 39Q: 3 clusters Score -407865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -407866.968750 Penalty: 3826.922363
	Iteration 40F: 3 clusters Score -407867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -407868.968750 Penalty: 3826.922363
	Iteration 41Q: 3 clusters Score -407869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -407870.000000 Penalty: 3826.922363
	Iteration 42Q: 3 clusters Score -407870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -407870.000000 Penalty: 3826.922363
	Iteration 43F: 3 clusters Score -407870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -156596.093750 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -156596.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -154683.250000 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -154683.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -155004.390625 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -155004.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -155202.062500 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -155202.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -155311.265625 Penalty: 3401.848145
	Iteration 3F: 3 clusters Score -155311.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -155410.625000 Penalty: 3401.848145
	Iteration 4Q: 3 clusters Score -155410.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -155507.640625 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -155507.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -155612.937500 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -155612.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -155682.375000 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -155682.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -155718.265625 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -155718.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -155770.109375 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -155770.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -155807.171875 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -155807.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -155852.656250 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -155852.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -155889.343750 Penalty: 3401.848145
	Iteration 12Q: 3 clusters Score -155889.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -155932.343750 Penalty: 3401.848145
	Iteration 13Q: 3 clusters Score -155932.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -155955.531250 Penalty: 3401.848145
	Iteration 14Q: 3 clusters Score -155955.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -155978.203125 Penalty: 3401.848145
	Iteration 15Q: 3 clusters Score -155978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -155998.343750 Penalty: 3401.848145
	Iteration 16Q: 3 clusters Score -155998.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -156008.921875 Penalty: 3401.848145
	Iteration 17Q: 3 clusters Score -156008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -156010.625000 Penalty: 3401.848145
	Iteration 18Q: 3 clusters Score -156010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -156012.390625 Penalty: 3401.848145
	Iteration 19Q: 3 clusters Score -156012.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -156019.765625 Penalty: 3401.848145
	Iteration 20F: 3 clusters Score -156019.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -156034.718750 Penalty: 3401.848145
	Iteration 21Q: 3 clusters Score -156034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -156045.218750 Penalty: 3401.848145
	Iteration 22Q: 3 clusters Score -156045.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -156057.390625 Penalty: 3401.848145
	Iteration 23Q: 3 clusters Score -156057.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -156068.937500 Penalty: 3401.848145
	Iteration 24Q: 3 clusters Score -156068.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -156073.125000 Penalty: 3401.848145
	Iteration 25Q: 3 clusters Score -156073.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -156073.125000 Penalty: 3401.848145
	Iteration 26F: 3 clusters Score -156073.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -134291.968750 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -134292 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 377 members 
Entering Unmasked Estep 
Score: -132580.125000 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -132580.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -132817.734375 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -132817.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -132900.968750 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -132901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -132930.421875 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -132930.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -132952.468750 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -132952.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132981.609375 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -132981.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -133007.203125 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -133007.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -133032.390625 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -133032.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -133061.562500 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -133061.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -133100.968750 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -133101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -133120.343750 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -133120.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133132.203125 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -133132.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -133146.859375 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -133146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -133157.015625 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -133157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -133163.234375 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -133163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -133172.187500 Penalty: 3276.898682
	Iteration 15Q: 3 clusters Score -133172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -133186.921875 Penalty: 3276.898682
	Iteration 16Q: 3 clusters Score -133186.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -133201.484375 Penalty: 3276.898682
	Iteration 17Q: 3 clusters Score -133201.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -133229.406250 Penalty: 3276.898682
	Iteration 18Q: 3 clusters Score -133229.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -133293.125000 Penalty: 3276.898682
	Iteration 19Q: 3 clusters Score -133293.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -133367.359375 Penalty: 3276.898682
	Iteration 20F: 3 clusters Score -133367.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -133632.953125 Penalty: 3276.898682
	Iteration 21Q: 3 clusters Score -133633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -134062.015625 Penalty: 3276.898682
	Iteration 22F: 3 clusters Score -134062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134221.859375 Penalty: 3276.898682
	Iteration 23Q: 3 clusters Score -134221.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -134315.609375 Penalty: 3276.898682
	Iteration 24Q: 3 clusters Score -134315.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -134388.781250 Penalty: 3276.898682
	Iteration 25Q: 3 clusters Score -134388.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -134424.093750 Penalty: 3276.898682
	Iteration 26Q: 3 clusters Score -134424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -134430.234375 Penalty: 3276.898682
	Iteration 27Q: 3 clusters Score -134430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134433.140625 Penalty: 3276.898682
	Iteration 28Q: 3 clusters Score -134433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -134440.750000 Penalty: 3276.898682
	Iteration 29Q: 3 clusters Score -134440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -134448.593750 Penalty: 3276.898682
	Iteration 30Q: 3 clusters Score -134448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -134454.296875 Penalty: 3276.898682
	Iteration 31Q: 3 clusters Score -134454.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -134457.765625 Penalty: 3276.898682
	Iteration 32Q: 3 clusters Score -134457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -134461.718750 Penalty: 3276.898682
	Iteration 33Q: 3 clusters Score -134461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -134465.875000 Penalty: 3276.898682
	Iteration 34Q: 3 clusters Score -134465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -134468.328125 Penalty: 3276.898682
	Iteration 35Q: 3 clusters Score -134468.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -134468.328125 Penalty: 3276.898682
	Iteration 36F: 3 clusters Score -134468.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 20998 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 29156 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15523 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7955 members 
Mstep: Class 19 contains 39032 members 
Mstep: Class 20 contains 8179 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 10864 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14349 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19312 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3331 members 
Mstep: Class 35 contains 495 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9907 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15591 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28126 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16008 members 
Mstep: Class 53 contains 2390 members 
Mstep: Class 54 contains 35348 members 
Mstep: Class 55 contains 27486 members 
Mstep: Class 56 contains 31144 members 
Mstep: Class 57 contains 37969 members 
Entering Unmasked Estep 
Score: -84246240.000000 Penalty: 183523.656250
Splitting cluster 38 changes total score from -84247424.000000 to -84246240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -339016.531250 Penalty: 1882.155273
	Iteration 0F: 2 clusters Score -339016.5 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 1002 members 
Entering Unmasked Estep 
Score: -336481.593750 Penalty: 3764.310547
	Iteration 0F: 3 clusters Score -336481.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -337219.812500 Penalty: 3764.310547
	Iteration 1F: 3 clusters Score -337219.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -337764.375000 Penalty: 3764.310547
	Iteration 2F: 3 clusters Score -337764.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -338168.625000 Penalty: 3764.310547
	Iteration 3F: 3 clusters Score -338168.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -338399.156250 Penalty: 3764.310547
	Iteration 4F: 3 clusters Score -338399.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -338513.500000 Penalty: 3764.310547
	Iteration 5Q: 3 clusters Score -338513.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -338590.531250 Penalty: 3764.310547
	Iteration 6Q: 3 clusters Score -338590.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -338642.093750 Penalty: 3764.310547
	Iteration 7Q: 3 clusters Score -338642.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -338686.625000 Penalty: 3764.310547
	Iteration 8Q: 3 clusters Score -338686.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -338742.812500 Penalty: 3764.310547
	Iteration 9Q: 3 clusters Score -338742.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -338793.000000 Penalty: 3764.310547
	Iteration 10Q: 3 clusters Score -338793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -338856.250000 Penalty: 3764.310547
	Iteration 11Q: 3 clusters Score -338856.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -338957.937500 Penalty: 3764.310547
	Iteration 12Q: 3 clusters Score -338957.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -339072.187500 Penalty: 3764.310547
	Iteration 13Q: 3 clusters Score -339072.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -339197.468750 Penalty: 3764.310547
	Iteration 14Q: 3 clusters Score -339197.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -339321.531250 Penalty: 3764.310547
	Iteration 15Q: 3 clusters Score -339321.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -339453.750000 Penalty: 3764.310547
	Iteration 16Q: 3 clusters Score -339453.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -339567.125000 Penalty: 3764.310547
	Iteration 17Q: 3 clusters Score -339567.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -339653.812500 Penalty: 3764.310547
	Iteration 18Q: 3 clusters Score -339653.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -339694.750000 Penalty: 3764.310547
	Iteration 19Q: 3 clusters Score -339694.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -339712.062500 Penalty: 3764.310547
	Iteration 20F: 3 clusters Score -339712.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -339726.062500 Penalty: 3764.310547
	Iteration 21Q: 3 clusters Score -339726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -339731.781250 Penalty: 3764.310547
	Iteration 22Q: 3 clusters Score -339731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -339737.375000 Penalty: 3764.310547
	Iteration 23Q: 3 clusters Score -339737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -339741.406250 Penalty: 3764.310547
	Iteration 24Q: 3 clusters Score -339741.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -339742.562500 Penalty: 3764.310547
	Iteration 25Q: 3 clusters Score -339742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -339742.562500 Penalty: 3764.310547
	Iteration 26F: 3 clusters Score -339742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 20998 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 29156 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15523 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7955 members 
Mstep: Class 19 contains 39032 members 
Mstep: Class 20 contains 8179 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 10864 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14349 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19312 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3331 members 
Mstep: Class 35 contains 1065 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 912 members 
Mstep: Class 40 contains 9907 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15591 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28126 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16008 members 
Mstep: Class 53 contains 2390 members 
Mstep: Class 54 contains 35348 members 
Mstep: Class 55 contains 27486 members 
Mstep: Class 56 contains 31144 members 
Mstep: Class 57 contains 37969 members 
Entering Unmasked Estep 
Score: -84246904.000000 Penalty: 183523.656250
Splitting cluster 39 changes total score from -84247424.000000 to -84246904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -1960794.000000 Penalty: 2281.847168
	Iteration 0F: 2 clusters Score -1960794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1953138.625000 Penalty: 4563.694336
	Iteration 0F: 3 clusters Score -1953139 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1955229.625000 Penalty: 4563.694336
	Iteration 1F: 3 clusters Score -1955230 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1955506.750000 Penalty: 4563.694336
	Iteration 2F: 3 clusters Score -1955507 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1955682.625000 Penalty: 4563.694336
	Iteration 3Q: 3 clusters Score -1955683 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1955816.000000 Penalty: 4563.694336
	Iteration 4Q: 3 clusters Score -1955816 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1955912.125000 Penalty: 4563.694336
	Iteration 5Q: 3 clusters Score -1955912 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1955988.500000 Penalty: 4563.694336
	Iteration 6Q: 3 clusters Score -1955988 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1956050.625000 Penalty: 4563.694336
	Iteration 7Q: 3 clusters Score -1956051 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1956097.750000 Penalty: 4563.694336
	Iteration 8Q: 3 clusters Score -1956098 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1956151.000000 Penalty: 4563.694336
	Iteration 9Q: 3 clusters Score -1956151 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1956184.125000 Penalty: 4563.694336
	Iteration 10Q: 3 clusters Score -1956184 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1956219.500000 Penalty: 4563.694336
	Iteration 11Q: 3 clusters Score -1956220 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1956253.500000 Penalty: 4563.694336
	Iteration 12Q: 3 clusters Score -1956254 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1956275.375000 Penalty: 4563.694336
	Iteration 13Q: 3 clusters Score -1956275 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1956305.500000 Penalty: 4563.694336
	Iteration 14Q: 3 clusters Score -1956306 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1956318.000000 Penalty: 4563.694336
	Iteration 15Q: 3 clusters Score -1956318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1956337.125000 Penalty: 4563.694336
	Iteration 16Q: 3 clusters Score -1956337 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1956354.125000 Penalty: 4563.694336
	Iteration 17Q: 3 clusters Score -1956354 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1956376.625000 Penalty: 4563.694336
	Iteration 18Q: 3 clusters Score -1956377 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1956401.375000 Penalty: 4563.694336
	Iteration 19Q: 3 clusters Score -1956401 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1956432.125000 Penalty: 4563.694336
	Iteration 20F: 3 clusters Score -1956432 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1956462.625000 Penalty: 4563.694336
	Iteration 21Q: 3 clusters Score -1956463 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1956491.625000 Penalty: 4563.694336
	Iteration 22Q: 3 clusters Score -1956492 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1956526.000000 Penalty: 4563.694336
	Iteration 23Q: 3 clusters Score -1956526 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1956568.500000 Penalty: 4563.694336
	Iteration 24Q: 3 clusters Score -1956568 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1956629.500000 Penalty: 4563.694336
	Iteration 25Q: 3 clusters Score -1956630 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1956703.875000 Penalty: 4563.694336
	Iteration 26Q: 3 clusters Score -1956704 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1956794.125000 Penalty: 4563.694336
	Iteration 27Q: 3 clusters Score -1956794 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1956918.000000 Penalty: 4563.694336
	Iteration 28Q: 3 clusters Score -1956918 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1957075.500000 Penalty: 4563.694336
	Iteration 29Q: 3 clusters Score -1957076 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1957274.875000 Penalty: 4563.694336
	Iteration 30Q: 3 clusters Score -1957275 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1957487.500000 Penalty: 4563.694336
	Iteration 31Q: 3 clusters Score -1957488 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1957708.000000 Penalty: 4563.694336
	Iteration 32Q: 3 clusters Score -1957708 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1957923.500000 Penalty: 4563.694336
	Iteration 33Q: 3 clusters Score -1957924 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1958111.250000 Penalty: 4563.694336
	Iteration 34Q: 3 clusters Score -1958111 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1958270.250000 Penalty: 4563.694336
	Iteration 35Q: 3 clusters Score -1958270 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1958397.125000 Penalty: 4563.694336
	Iteration 36Q: 3 clusters Score -1958397 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1958491.000000 Penalty: 4563.694336
	Iteration 37Q: 3 clusters Score -1958491 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1958555.125000 Penalty: 4563.694336
	Iteration 38Q: 3 clusters Score -1958555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1958603.250000 Penalty: 4563.694336
	Iteration 39Q: 3 clusters Score -1958603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1958643.000000 Penalty: 4563.694336
	Iteration 40F: 3 clusters Score -1958643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1958665.125000 Penalty: 4563.694336
	Iteration 41Q: 3 clusters Score -1958665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1958684.875000 Penalty: 4563.694336
	Iteration 42Q: 3 clusters Score -1958685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1958699.125000 Penalty: 4563.694336
	Iteration 43Q: 3 clusters Score -1958699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1958704.250000 Penalty: 4563.694336
	Iteration 44Q: 3 clusters Score -1958704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1958713.125000 Penalty: 4563.694336
	Iteration 45Q: 3 clusters Score -1958713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1958723.375000 Penalty: 4563.694336
	Iteration 46Q: 3 clusters Score -1958723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1958733.625000 Penalty: 4563.694336
	Iteration 47Q: 3 clusters Score -1958734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1958739.875000 Penalty: 4563.694336
	Iteration 48Q: 3 clusters Score -1958740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1958743.250000 Penalty: 4563.694336
	Iteration 49Q: 3 clusters Score -1958743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1958754.500000 Penalty: 4563.694336
	Iteration 50Q: 3 clusters Score -1958754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1958762.125000 Penalty: 4563.694336
	Iteration 51Q: 3 clusters Score -1958762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1958766.000000 Penalty: 4563.694336
	Iteration 52Q: 3 clusters Score -1958766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1958779.500000 Penalty: 4563.694336
	Iteration 53Q: 3 clusters Score -1958780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1958789.000000 Penalty: 4563.694336
	Iteration 54Q: 3 clusters Score -1958789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1958796.875000 Penalty: 4563.694336
	Iteration 55Q: 3 clusters Score -1958797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1958801.625000 Penalty: 4563.694336
	Iteration 56Q: 3 clusters Score -1958802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1958806.375000 Penalty: 4563.694336
	Iteration 57Q: 3 clusters Score -1958806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1958810.625000 Penalty: 4563.694336
	Iteration 58Q: 3 clusters Score -1958811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1958816.250000 Penalty: 4563.694336
	Iteration 59Q: 3 clusters Score -1958816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1958823.625000 Penalty: 4563.694336
	Iteration 60F: 3 clusters Score -1958824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1958825.250000 Penalty: 4563.694336
	Iteration 61Q: 3 clusters Score -1958825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1958827.125000 Penalty: 4563.694336
	Iteration 62Q: 3 clusters Score -1958827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1958826.375000 Penalty: 4563.694336
	Iteration 63Q: 3 clusters Score -1958826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1958828.500000 Penalty: 4563.694336
	Iteration 64Q: 3 clusters Score -1958828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1958828.500000 Penalty: 4563.694336
	Iteration 65F: 3 clusters Score -1958828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -25634.503906 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -25634.5 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: -24579.437500 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -24579.44 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24749.554688 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -24749.55 nChanged 11
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: -24838.878906 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -24838.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24878.064453 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -24878.06 nChanged 1
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: -24879.212891 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -24879.21 nChanged 0
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: -24879.212891 Penalty: 2710.060547
	Iteration 5F: 3 clusters Score -24879.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -65033.003906 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -65033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63684.273438 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -63684.27 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -63854.984375 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -63854.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63906.531250 Penalty: 3032.386475
	Iteration 2Q: 3 clusters Score -63906.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63962.496094 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -63962.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63980.585938 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -63980.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -63991.113281 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -63991.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63994.773438 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -63994.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63994.773438 Penalty: 3032.386475
	Iteration 7F: 3 clusters Score -63994.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Entering Unmasked Estep 
Score: -3340289.500000 Penalty: 2394.303467
	Iteration 0F: 2 clusters Score -3340290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3329692.000000 Penalty: 4788.606934
	Iteration 0F: 3 clusters Score -3329692 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -3333281.250000 Penalty: 4788.606934
	Iteration 1F: 3 clusters Score -3333281 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -3333685.750000 Penalty: 4788.606934
	Iteration 2F: 3 clusters Score -3333686 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3334100.000000 Penalty: 4788.606934
	Iteration 3F: 3 clusters Score -3334100 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3334567.500000 Penalty: 4788.606934
	Iteration 4F: 3 clusters Score -3334568 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -3335052.750000 Penalty: 4788.606934
	Iteration 5Q: 3 clusters Score -3335053 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3335570.500000 Penalty: 4788.606934
	Iteration 6Q: 3 clusters Score -3335570 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3336072.750000 Penalty: 4788.606934
	Iteration 7Q: 3 clusters Score -3336073 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3336541.000000 Penalty: 4788.606934
	Iteration 8Q: 3 clusters Score -3336541 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3336979.250000 Penalty: 4788.606934
	Iteration 9Q: 3 clusters Score -3336979 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3337357.750000 Penalty: 4788.606934
	Iteration 10Q: 3 clusters Score -3337358 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -3337636.500000 Penalty: 4788.606934
	Iteration 11Q: 3 clusters Score -3337636 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3337881.750000 Penalty: 4788.606934
	Iteration 12Q: 3 clusters Score -3337882 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3338079.750000 Penalty: 4788.606934
	Iteration 13Q: 3 clusters Score -3338080 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -3338240.500000 Penalty: 4788.606934
	Iteration 14Q: 3 clusters Score -3338240 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3338370.000000 Penalty: 4788.606934
	Iteration 15Q: 3 clusters Score -3338370 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -3338489.500000 Penalty: 4788.606934
	Iteration 16Q: 3 clusters Score -3338490 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3338606.750000 Penalty: 4788.606934
	Iteration 17Q: 3 clusters Score -3338607 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3338691.000000 Penalty: 4788.606934
	Iteration 18Q: 3 clusters Score -3338691 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3338751.250000 Penalty: 4788.606934
	Iteration 19Q: 3 clusters Score -3338751 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3338791.500000 Penalty: 4788.606934
	Iteration 20F: 3 clusters Score -3338792 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -3338835.000000 Penalty: 4788.606934
	Iteration 21Q: 3 clusters Score -3338835 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3338870.250000 Penalty: 4788.606934
	Iteration 22Q: 3 clusters Score -3338870 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3338907.750000 Penalty: 4788.606934
	Iteration 23Q: 3 clusters Score -3338908 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -3338937.250000 Penalty: 4788.606934
	Iteration 24Q: 3 clusters Score -3338937 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -3338972.000000 Penalty: 4788.606934
	Iteration 25Q: 3 clusters Score -3338972 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3338996.250000 Penalty: 4788.606934
	Iteration 26Q: 3 clusters Score -3338996 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -3339000.000000 Penalty: 4788.606934
	Iteration 27Q: 3 clusters Score -3339000 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3339007.500000 Penalty: 4788.606934
	Iteration 28Q: 3 clusters Score -3339008 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3339023.750000 Penalty: 4788.606934
	Iteration 29Q: 3 clusters Score -3339024 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3339039.500000 Penalty: 4788.606934
	Iteration 30Q: 3 clusters Score -3339040 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3339047.250000 Penalty: 4788.606934
	Iteration 31Q: 3 clusters Score -3339047 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3339058.500000 Penalty: 4788.606934
	Iteration 32Q: 3 clusters Score -3339058 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -3339060.500000 Penalty: 4788.606934
	Iteration 33Q: 3 clusters Score -3339060 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -3339067.250000 Penalty: 4788.606934
	Iteration 34Q: 3 clusters Score -3339067 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -3339064.250000 Penalty: 4788.606934
	Iteration 35Q: 3 clusters Score -3339064 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3339063.000000 Penalty: 4788.606934
	Iteration 36Q: 3 clusters Score -3339063 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3339056.750000 Penalty: 4788.606934
	Iteration 37Q: 3 clusters Score -3339057 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3339074.750000 Penalty: 4788.606934
	Iteration 38Q: 3 clusters Score -3339075 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3339073.000000 Penalty: 4788.606934
	Iteration 39Q: 3 clusters Score -3339073 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3339082.500000 Penalty: 4788.606934
	Iteration 40F: 3 clusters Score -3339082 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3339074.750000 Penalty: 4788.606934
	Iteration 41Q: 3 clusters Score -3339075 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3339078.750000 Penalty: 4788.606934
	Iteration 42Q: 3 clusters Score -3339079 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3339078.750000 Penalty: 4788.606934
	Iteration 43Q: 3 clusters Score -3339079 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3339082.500000 Penalty: 4788.606934
	Iteration 44Q: 3 clusters Score -3339082 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -3339100.250000 Penalty: 4788.606934
	Iteration 45Q: 3 clusters Score -3339100 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3339106.500000 Penalty: 4788.606934
	Iteration 46Q: 3 clusters Score -3339106 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3339102.750000 Penalty: 4788.606934
	Iteration 47Q: 3 clusters Score -3339103 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3339089.750000 Penalty: 4788.606934
	Iteration 48Q: 3 clusters Score -3339090 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3339079.000000 Penalty: 4788.606934
	Iteration 49Q: 3 clusters Score -3339079 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3339088.750000 Penalty: 4788.606934
	Iteration 50Q: 3 clusters Score -3339089 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3339098.250000 Penalty: 4788.606934
	Iteration 51Q: 3 clusters Score -3339098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3339101.750000 Penalty: 4788.606934
	Iteration 52Q: 3 clusters Score -3339102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3339101.250000 Penalty: 4788.606934
	Iteration 53Q: 3 clusters Score -3339101 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3339103.250000 Penalty: 4788.606934
	Iteration 54Q: 3 clusters Score -3339103 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3339119.750000 Penalty: 4788.606934
	Iteration 55Q: 3 clusters Score -3339120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3339113.000000 Penalty: 4788.606934
	Iteration 56Q: 3 clusters Score -3339113 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3339110.500000 Penalty: 4788.606934
	Iteration 57Q: 3 clusters Score -3339110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3339122.250000 Penalty: 4788.606934
	Iteration 58Q: 3 clusters Score -3339122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3339118.750000 Penalty: 4788.606934
	Iteration 59Q: 3 clusters Score -3339119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3339117.500000 Penalty: 4788.606934
	Iteration 60F: 3 clusters Score -3339118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3339127.250000 Penalty: 4788.606934
	Iteration 61Q: 3 clusters Score -3339127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3339119.000000 Penalty: 4788.606934
	Iteration 62Q: 3 clusters Score -3339119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3339117.000000 Penalty: 4788.606934
	Iteration 63Q: 3 clusters Score -3339117 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3339116.500000 Penalty: 4788.606934
	Iteration 64Q: 3 clusters Score -3339116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3339112.750000 Penalty: 4788.606934
	Iteration 65Q: 3 clusters Score -3339113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3339120.250000 Penalty: 4788.606934
	Iteration 66Q: 3 clusters Score -3339120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3339118.500000 Penalty: 4788.606934
	Iteration 67Q: 3 clusters Score -3339118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3339123.250000 Penalty: 4788.606934
	Iteration 68Q: 3 clusters Score -3339123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3339121.250000 Penalty: 4788.606934
	Iteration 69Q: 3 clusters Score -3339121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3339110.000000 Penalty: 4788.606934
	Iteration 70Q: 3 clusters Score -3339110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3339111.250000 Penalty: 4788.606934
	Iteration 71Q: 3 clusters Score -3339111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3339108.750000 Penalty: 4788.606934
	Iteration 72Q: 3 clusters Score -3339109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3339111.250000 Penalty: 4788.606934
	Iteration 73Q: 3 clusters Score -3339111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3339112.250000 Penalty: 4788.606934
	Iteration 74Q: 3 clusters Score -3339112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3339116.250000 Penalty: 4788.606934
	Iteration 75Q: 3 clusters Score -3339116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3339121.750000 Penalty: 4788.606934
	Iteration 76Q: 3 clusters Score -3339122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3339118.250000 Penalty: 4788.606934
	Iteration 77Q: 3 clusters Score -3339118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3339130.750000 Penalty: 4788.606934
	Iteration 78Q: 3 clusters Score -3339131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3339132.250000 Penalty: 4788.606934
	Iteration 79Q: 3 clusters Score -3339132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3339132.750000 Penalty: 4788.606934
	Iteration 80F: 3 clusters Score -3339133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3339127.000000 Penalty: 4788.606934
	Iteration 81Q: 3 clusters Score -3339127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3339133.750000 Penalty: 4788.606934
	Iteration 82Q: 3 clusters Score -3339134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3339126.000000 Penalty: 4788.606934
	Iteration 83Q: 3 clusters Score -3339126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3339124.250000 Penalty: 4788.606934
	Iteration 84Q: 3 clusters Score -3339124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3339126.000000 Penalty: 4788.606934
	Iteration 85Q: 3 clusters Score -3339126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3339132.750000 Penalty: 4788.606934
	Iteration 86Q: 3 clusters Score -3339133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3339131.250000 Penalty: 4788.606934
	Iteration 87Q: 3 clusters Score -3339131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3339135.500000 Penalty: 4788.606934
	Iteration 88Q: 3 clusters Score -3339136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3339132.250000 Penalty: 4788.606934
	Iteration 89Q: 3 clusters Score -3339132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3339131.500000 Penalty: 4788.606934
	Iteration 90Q: 3 clusters Score -3339132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3339131.250000 Penalty: 4788.606934
	Iteration 91Q: 3 clusters Score -3339131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3339130.250000 Penalty: 4788.606934
	Iteration 92Q: 3 clusters Score -3339130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3339134.000000 Penalty: 4788.606934
	Iteration 93Q: 3 clusters Score -3339134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3339126.500000 Penalty: 4788.606934
	Iteration 94Q: 3 clusters Score -3339126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3339131.250000 Penalty: 4788.606934
	Iteration 95Q: 3 clusters Score -3339131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3339139.250000 Penalty: 4788.606934
	Iteration 96Q: 3 clusters Score -3339139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3339133.500000 Penalty: 4788.606934
	Iteration 97Q: 3 clusters Score -3339134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3339134.250000 Penalty: 4788.606934
	Iteration 98Q: 3 clusters Score -3339134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3339134.750000 Penalty: 4788.606934
	Iteration 99Q: 3 clusters Score -3339135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3339134.750000 Penalty: 4788.606934
	Iteration 100F: 3 clusters Score -3339135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -169845.593750 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -169845.6 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 506 members 
Entering Unmasked Estep 
Score: -168033.250000 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -168033.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -168538.875000 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -168538.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -168725.468750 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -168725.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -168792.953125 Penalty: 3402.368896
	Iteration 3Q: 3 clusters Score -168793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -168825.015625 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -168825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -168848.906250 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -168848.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -168860.062500 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -168860.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -168868.765625 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -168868.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -168885.296875 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -168885.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -168896.250000 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -168896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -168900.906250 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -168900.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -168903.296875 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -168903.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -168905.984375 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -168906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -168909.031250 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -168909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -168910.078125 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -168910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -168912.031250 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -168912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -168912.500000 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -168912.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -168914.093750 Penalty: 3402.368896
	Iteration 17Q: 3 clusters Score -168914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -168914.093750 Penalty: 3402.368896
	Iteration 18F: 3 clusters Score -168914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38031.203125 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36957.574219 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36957.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37089.285156 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37089.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37149.003906 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -37149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37161.750000 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37161.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37183.246094 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37183.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37226.796875 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -37226.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37255.371094 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -37255.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37290.578125 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -37290.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37339.812500 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -37339.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37346.539062 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -37346.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37346.539062 Penalty: 2778.651123
	Iteration 10F: 3 clusters Score -37346.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -82879.351562 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -82879.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81487.750000 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -81487.75 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -81832.046875 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -81832.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81984.953125 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -81984.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82077.554688 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -82077.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82093.953125 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -82093.95 nChanged 3
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: -82103.132812 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -82103.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82107.421875 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -82107.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82123.710938 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -82123.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82129.289062 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -82129.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82133.812500 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -82133.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82138.375000 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -82138.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82138.375000 Penalty: 3126.099121
	Iteration 11F: 3 clusters Score -82138.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -96275.312500 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -96275.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94757.734375 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -94757.73 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -94958.601562 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -94958.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -95020.500000 Penalty: 3105.699951
	Iteration 2Q: 3 clusters Score -95020.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -95068.164062 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -95068.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -95098.562500 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -95098.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -95104.992188 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -95104.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -95106.039062 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -95106.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -95108.281250 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -95108.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -95108.281250 Penalty: 3105.699951
	Iteration 8F: 3 clusters Score -95108.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -471617.531250 Penalty: 1934.033691
	Iteration 0F: 2 clusters Score -471617.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -468686.750000 Penalty: 3868.067383
	Iteration 0F: 3 clusters Score -468686.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -469218.937500 Penalty: 3868.067383
	Iteration 1F: 3 clusters Score -469218.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -469368.312500 Penalty: 3868.067383
	Iteration 2F: 3 clusters Score -469368.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -469455.937500 Penalty: 3868.067383
	Iteration 3Q: 3 clusters Score -469455.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -469514.281250 Penalty: 3868.067383
	Iteration 4Q: 3 clusters Score -469514.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -469560.000000 Penalty: 3868.067383
	Iteration 5Q: 3 clusters Score -469560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -469602.531250 Penalty: 3868.067383
	Iteration 6Q: 3 clusters Score -469602.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -469626.843750 Penalty: 3868.067383
	Iteration 7Q: 3 clusters Score -469626.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -469654.968750 Penalty: 3868.067383
	Iteration 8Q: 3 clusters Score -469655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -469674.406250 Penalty: 3868.067383
	Iteration 9Q: 3 clusters Score -469674.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -469692.125000 Penalty: 3868.067383
	Iteration 10Q: 3 clusters Score -469692.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -469704.093750 Penalty: 3868.067383
	Iteration 11Q: 3 clusters Score -469704.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -469719.500000 Penalty: 3868.067383
	Iteration 12Q: 3 clusters Score -469719.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -469733.656250 Penalty: 3868.067383
	Iteration 13Q: 3 clusters Score -469733.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -469745.750000 Penalty: 3868.067383
	Iteration 14Q: 3 clusters Score -469745.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -469761.250000 Penalty: 3868.067383
	Iteration 15Q: 3 clusters Score -469761.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -469773.125000 Penalty: 3868.067383
	Iteration 16Q: 3 clusters Score -469773.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -469784.906250 Penalty: 3868.067383
	Iteration 17Q: 3 clusters Score -469784.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -469799.687500 Penalty: 3868.067383
	Iteration 18Q: 3 clusters Score -469799.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -469808.781250 Penalty: 3868.067383
	Iteration 19Q: 3 clusters Score -469808.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -469817.750000 Penalty: 3868.067383
	Iteration 20F: 3 clusters Score -469817.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -469826.000000 Penalty: 3868.067383
	Iteration 21Q: 3 clusters Score -469826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -469830.781250 Penalty: 3868.067383
	Iteration 22Q: 3 clusters Score -469830.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -469834.875000 Penalty: 3868.067383
	Iteration 23Q: 3 clusters Score -469834.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -469836.375000 Penalty: 3868.067383
	Iteration 24Q: 3 clusters Score -469836.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -469841.906250 Penalty: 3868.067383
	Iteration 25Q: 3 clusters Score -469841.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -469845.875000 Penalty: 3868.067383
	Iteration 26Q: 3 clusters Score -469845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -469848.343750 Penalty: 3868.067383
	Iteration 27Q: 3 clusters Score -469848.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -469851.625000 Penalty: 3868.067383
	Iteration 28Q: 3 clusters Score -469851.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -469853.218750 Penalty: 3868.067383
	Iteration 29Q: 3 clusters Score -469853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -469854.468750 Penalty: 3868.067383
	Iteration 30Q: 3 clusters Score -469854.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -469856.187500 Penalty: 3868.067383
	Iteration 31Q: 3 clusters Score -469856.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -469857.031250 Penalty: 3868.067383
	Iteration 32Q: 3 clusters Score -469857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -469859.093750 Penalty: 3868.067383
	Iteration 33Q: 3 clusters Score -469859.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -469859.093750 Penalty: 3868.067383
	Iteration 34F: 3 clusters Score -469859.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (28126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Entering Unmasked Estep 
Score: -5474711.000000 Penalty: 2540.623535
	Iteration 0F: 2 clusters Score -5474711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -5455708.000000 Penalty: 5081.247070
	Iteration 0F: 3 clusters Score -5455708 nChanged 12655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -5462468.000000 Penalty: 5081.247070
	Iteration 1F: 3 clusters Score -5462468 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -5462877.000000 Penalty: 5081.247070
	Iteration 2Q: 3 clusters Score -5462877 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -5463220.500000 Penalty: 5081.247070
	Iteration 3Q: 3 clusters Score -5463220 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -5463578.500000 Penalty: 5081.247070
	Iteration 4Q: 3 clusters Score -5463578 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -5463978.000000 Penalty: 5081.247070
	Iteration 5Q: 3 clusters Score -5463978 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -5464466.500000 Penalty: 5081.247070
	Iteration 6Q: 3 clusters Score -5464466 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -5465100.500000 Penalty: 5081.247070
	Iteration 7Q: 3 clusters Score -5465100 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -5465993.000000 Penalty: 5081.247070
	Iteration 8F: 3 clusters Score -5465993 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -5467194.500000 Penalty: 5081.247070
	Iteration 9F: 3 clusters Score -5467194 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -5468750.500000 Penalty: 5081.247070
	Iteration 10F: 3 clusters Score -5468750 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5470314.500000 Penalty: 5081.247070
	Iteration 11F: 3 clusters Score -5470314 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5471274.500000 Penalty: 5081.247070
	Iteration 12Q: 3 clusters Score -5471274 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5471883.000000 Penalty: 5081.247070
	Iteration 13Q: 3 clusters Score -5471883 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5472166.000000 Penalty: 5081.247070
	Iteration 14Q: 3 clusters Score -5472166 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5472314.000000 Penalty: 5081.247070
	Iteration 15Q: 3 clusters Score -5472314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5472370.500000 Penalty: 5081.247070
	Iteration 16Q: 3 clusters Score -5472370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5472421.000000 Penalty: 5081.247070
	Iteration 17Q: 3 clusters Score -5472421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5472450.500000 Penalty: 5081.247070
	Iteration 18Q: 3 clusters Score -5472450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5472468.500000 Penalty: 5081.247070
	Iteration 19Q: 3 clusters Score -5472468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5472492.500000 Penalty: 5081.247070
	Iteration 20F: 3 clusters Score -5472492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5472494.500000 Penalty: 5081.247070
	Iteration 21Q: 3 clusters Score -5472494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5472505.500000 Penalty: 5081.247070
	Iteration 22Q: 3 clusters Score -5472506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5472513.000000 Penalty: 5081.247070
	Iteration 23Q: 3 clusters Score -5472513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5472515.500000 Penalty: 5081.247070
	Iteration 24Q: 3 clusters Score -5472516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5472522.000000 Penalty: 5081.247070
	Iteration 25Q: 3 clusters Score -5472522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5472522.000000 Penalty: 5081.247070
	Iteration 26Q: 3 clusters Score -5472522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5472526.500000 Penalty: 5081.247070
	Iteration 27Q: 3 clusters Score -5472526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5472526.500000 Penalty: 5081.247070
	Iteration 28F: 3 clusters Score -5472526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -17186.345703 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -17186.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16237.750000 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -16237.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16432.628906 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -16432.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16486.115234 Penalty: 2677.488770
	Iteration 2F: 3 clusters Score -16486.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16518.529297 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -16518.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16527.767578 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -16527.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16530.605469 Penalty: 2677.488770
	Iteration 5Q: 3 clusters Score -16530.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16532.800781 Penalty: 2677.488770
	Iteration 6Q: 3 clusters Score -16532.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16532.800781 Penalty: 2677.488770
	Iteration 7F: 3 clusters Score -16532.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -130182.273438 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -130182.3 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 397 members 
Entering Unmasked Estep 
Score: -128590.218750 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -128590.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -129012.679688 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -129012.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -129262.835938 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -129262.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -129363.515625 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -129363.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -129413.664062 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -129413.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -129451.921875 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -129451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -129468.570312 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -129468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -129473.726562 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -129473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -129477.585938 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -129477.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -129480.523438 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -129480.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -129485.921875 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -129485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -129504.695312 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -129504.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -129509.976562 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -129510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -129514.234375 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -129514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -129514.234375 Penalty: 3294.673340
	Iteration 14F: 3 clusters Score -129514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (16008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Entering Unmasked Estep 
Score: -3446272.500000 Penalty: 2400.849365
	Iteration 0F: 2 clusters Score -3446272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3435618.500000 Penalty: 4801.698730
	Iteration 0F: 3 clusters Score -3435618 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3439253.250000 Penalty: 4801.698730
	Iteration 1F: 3 clusters Score -3439253 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3439638.750000 Penalty: 4801.698730
	Iteration 2F: 3 clusters Score -3439639 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3440027.000000 Penalty: 4801.698730
	Iteration 3F: 3 clusters Score -3440027 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -3440356.250000 Penalty: 4801.698730
	Iteration 4F: 3 clusters Score -3440356 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3440675.500000 Penalty: 4801.698730
	Iteration 5F: 3 clusters Score -3440676 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3440915.000000 Penalty: 4801.698730
	Iteration 6Q: 3 clusters Score -3440915 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3441145.500000 Penalty: 4801.698730
	Iteration 7Q: 3 clusters Score -3441146 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3441471.500000 Penalty: 4801.698730
	Iteration 8Q: 3 clusters Score -3441472 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3441914.750000 Penalty: 4801.698730
	Iteration 9Q: 3 clusters Score -3441915 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3442394.000000 Penalty: 4801.698730
	Iteration 10Q: 3 clusters Score -3442394 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3442855.750000 Penalty: 4801.698730
	Iteration 11Q: 3 clusters Score -3442856 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3443211.750000 Penalty: 4801.698730
	Iteration 12Q: 3 clusters Score -3443212 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3443496.250000 Penalty: 4801.698730
	Iteration 13Q: 3 clusters Score -3443496 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3443727.500000 Penalty: 4801.698730
	Iteration 14Q: 3 clusters Score -3443728 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3443840.750000 Penalty: 4801.698730
	Iteration 15Q: 3 clusters Score -3443841 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3443928.000000 Penalty: 4801.698730
	Iteration 16Q: 3 clusters Score -3443928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3443986.250000 Penalty: 4801.698730
	Iteration 17Q: 3 clusters Score -3443986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3444053.000000 Penalty: 4801.698730
	Iteration 18Q: 3 clusters Score -3444053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3444088.000000 Penalty: 4801.698730
	Iteration 19Q: 3 clusters Score -3444088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3444118.000000 Penalty: 4801.698730
	Iteration 20F: 3 clusters Score -3444118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3444148.000000 Penalty: 4801.698730
	Iteration 21Q: 3 clusters Score -3444148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3444154.250000 Penalty: 4801.698730
	Iteration 22Q: 3 clusters Score -3444154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3444150.500000 Penalty: 4801.698730
	Iteration 23Q: 3 clusters Score -3444150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3444156.500000 Penalty: 4801.698730
	Iteration 24Q: 3 clusters Score -3444156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3444159.000000 Penalty: 4801.698730
	Iteration 25Q: 3 clusters Score -3444159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3444159.000000 Penalty: 4801.698730
	Iteration 26Q: 3 clusters Score -3444159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3444166.250000 Penalty: 4801.698730
	Iteration 27Q: 3 clusters Score -3444166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3444166.250000 Penalty: 4801.698730
	Iteration 28F: 3 clusters Score -3444166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -461635.031250 Penalty: 1929.203979
	Iteration 0F: 2 clusters Score -461635 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 1196 members 
Entering Unmasked Estep 
Score: -458785.375000 Penalty: 3858.407959
	Iteration 0F: 3 clusters Score -458785.4 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -459374.687500 Penalty: 3858.407959
	Iteration 1F: 3 clusters Score -459374.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -459521.437500 Penalty: 3858.407959
	Iteration 2F: 3 clusters Score -459521.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -459598.062500 Penalty: 3858.407959
	Iteration 3Q: 3 clusters Score -459598.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -459650.375000 Penalty: 3858.407959
	Iteration 4Q: 3 clusters Score -459650.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -459686.937500 Penalty: 3858.407959
	Iteration 5Q: 3 clusters Score -459686.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -459713.843750 Penalty: 3858.407959
	Iteration 6Q: 3 clusters Score -459713.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -459739.843750 Penalty: 3858.407959
	Iteration 7Q: 3 clusters Score -459739.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -459767.281250 Penalty: 3858.407959
	Iteration 8Q: 3 clusters Score -459767.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -459791.687500 Penalty: 3858.407959
	Iteration 9Q: 3 clusters Score -459791.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -459811.781250 Penalty: 3858.407959
	Iteration 10Q: 3 clusters Score -459811.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -459823.062500 Penalty: 3858.407959
	Iteration 11Q: 3 clusters Score -459823.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -459828.406250 Penalty: 3858.407959
	Iteration 12Q: 3 clusters Score -459828.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -459832.062500 Penalty: 3858.407959
	Iteration 13Q: 3 clusters Score -459832.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -459839.687500 Penalty: 3858.407959
	Iteration 14Q: 3 clusters Score -459839.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -459846.562500 Penalty: 3858.407959
	Iteration 15Q: 3 clusters Score -459846.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -459851.687500 Penalty: 3858.407959
	Iteration 16Q: 3 clusters Score -459851.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -459859.437500 Penalty: 3858.407959
	Iteration 17Q: 3 clusters Score -459859.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -459872.937500 Penalty: 3858.407959
	Iteration 18Q: 3 clusters Score -459872.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -459892.468750 Penalty: 3858.407959
	Iteration 19Q: 3 clusters Score -459892.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -459902.531250 Penalty: 3858.407959
	Iteration 20F: 3 clusters Score -459902.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -459909.937500 Penalty: 3858.407959
	Iteration 21Q: 3 clusters Score -459909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -459911.687500 Penalty: 3858.407959
	Iteration 22Q: 3 clusters Score -459911.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -459914.062500 Penalty: 3858.407959
	Iteration 23Q: 3 clusters Score -459914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -459915.937500 Penalty: 3858.407959
	Iteration 24Q: 3 clusters Score -459915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -459917.031250 Penalty: 3858.407959
	Iteration 25Q: 3 clusters Score -459917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -459918.343750 Penalty: 3858.407959
	Iteration 26Q: 3 clusters Score -459918.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -459921.187500 Penalty: 3858.407959
	Iteration 27Q: 3 clusters Score -459921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -459923.312500 Penalty: 3858.407959
	Iteration 28Q: 3 clusters Score -459923.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -459924.687500 Penalty: 3858.407959
	Iteration 29Q: 3 clusters Score -459924.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -459925.531250 Penalty: 3858.407959
	Iteration 30Q: 3 clusters Score -459925.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -459925.968750 Penalty: 3858.407959
	Iteration 31Q: 3 clusters Score -459926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -459927.406250 Penalty: 3858.407959
	Iteration 32Q: 3 clusters Score -459927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -459928.093750 Penalty: 3858.407959
	Iteration 33Q: 3 clusters Score -459928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -459932.250000 Penalty: 3858.407959
	Iteration 34Q: 3 clusters Score -459932.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -459935.312500 Penalty: 3858.407959
	Iteration 35Q: 3 clusters Score -459935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -459937.218750 Penalty: 3858.407959
	Iteration 36Q: 3 clusters Score -459937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -459938.843750 Penalty: 3858.407959
	Iteration 37Q: 3 clusters Score -459938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -459939.937500 Penalty: 3858.407959
	Iteration 38Q: 3 clusters Score -459939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -459943.250000 Penalty: 3858.407959
	Iteration 39Q: 3 clusters Score -459943.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -459949.218750 Penalty: 3858.407959
	Iteration 40F: 3 clusters Score -459949.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -459953.375000 Penalty: 3858.407959
	Iteration 41Q: 3 clusters Score -459953.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -459956.937500 Penalty: 3858.407959
	Iteration 42Q: 3 clusters Score -459956.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -459959.250000 Penalty: 3858.407959
	Iteration 43Q: 3 clusters Score -459959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -459962.031250 Penalty: 3858.407959
	Iteration 44Q: 3 clusters Score -459962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -459963.500000 Penalty: 3858.407959
	Iteration 45Q: 3 clusters Score -459963.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -459964.875000 Penalty: 3858.407959
	Iteration 46Q: 3 clusters Score -459964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -459964.843750 Penalty: 3858.407959
	Iteration 47Q: 3 clusters Score -459964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -459964.843750 Penalty: 3858.407959
	Iteration 48F: 3 clusters Score -459964.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (35348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Entering Unmasked Estep 
Score: -6936217.500000 Penalty: 2597.303223
	Iteration 0F: 2 clusters Score -6936218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -6915912.000000 Penalty: 5194.606445
	Iteration 0F: 3 clusters Score -6915912 nChanged 15930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -6924657.000000 Penalty: 5194.606445
	Iteration 1F: 3 clusters Score -6924657 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -6925171.500000 Penalty: 5194.606445
	Iteration 2Q: 3 clusters Score -6925172 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -6925661.000000 Penalty: 5194.606445
	Iteration 3Q: 3 clusters Score -6925661 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -6926224.500000 Penalty: 5194.606445
	Iteration 4Q: 3 clusters Score -6926224 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -6926917.000000 Penalty: 5194.606445
	Iteration 5F: 3 clusters Score -6926917 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -6927919.500000 Penalty: 5194.606445
	Iteration 6F: 3 clusters Score -6927920 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -6929396.000000 Penalty: 5194.606445
	Iteration 7F: 3 clusters Score -6929396 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -6930622.000000 Penalty: 5194.606445
	Iteration 8F: 3 clusters Score -6930622 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -6931529.500000 Penalty: 5194.606445
	Iteration 9Q: 3 clusters Score -6931530 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6932293.500000 Penalty: 5194.606445
	Iteration 10Q: 3 clusters Score -6932294 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6932775.500000 Penalty: 5194.606445
	Iteration 11Q: 3 clusters Score -6932776 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6933112.000000 Penalty: 5194.606445
	Iteration 12Q: 3 clusters Score -6933112 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6933363.500000 Penalty: 5194.606445
	Iteration 13Q: 3 clusters Score -6933364 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6933559.500000 Penalty: 5194.606445
	Iteration 14Q: 3 clusters Score -6933560 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6933663.500000 Penalty: 5194.606445
	Iteration 15Q: 3 clusters Score -6933664 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6933764.500000 Penalty: 5194.606445
	Iteration 16Q: 3 clusters Score -6933764 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6933822.500000 Penalty: 5194.606445
	Iteration 17Q: 3 clusters Score -6933822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6933856.500000 Penalty: 5194.606445
	Iteration 18Q: 3 clusters Score -6933856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6933874.000000 Penalty: 5194.606445
	Iteration 19Q: 3 clusters Score -6933874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6933891.000000 Penalty: 5194.606445
	Iteration 20F: 3 clusters Score -6933891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6933894.000000 Penalty: 5194.606445
	Iteration 21Q: 3 clusters Score -6933894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6933902.500000 Penalty: 5194.606445
	Iteration 22Q: 3 clusters Score -6933902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6933900.000000 Penalty: 5194.606445
	Iteration 23Q: 3 clusters Score -6933900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6933906.500000 Penalty: 5194.606445
	Iteration 24Q: 3 clusters Score -6933906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6933909.000000 Penalty: 5194.606445
	Iteration 25Q: 3 clusters Score -6933909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6933920.000000 Penalty: 5194.606445
	Iteration 26Q: 3 clusters Score -6933920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6933930.000000 Penalty: 5194.606445
	Iteration 27Q: 3 clusters Score -6933930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6933935.000000 Penalty: 5194.606445
	Iteration 28Q: 3 clusters Score -6933935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6933935.500000 Penalty: 5194.606445
	Iteration 29Q: 3 clusters Score -6933936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6933945.500000 Penalty: 5194.606445
	Iteration 30Q: 3 clusters Score -6933946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6933944.500000 Penalty: 5194.606445
	Iteration 31Q: 3 clusters Score -6933944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6933946.500000 Penalty: 5194.606445
	Iteration 32Q: 3 clusters Score -6933946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6933946.500000 Penalty: 5194.606445
	Iteration 33F: 3 clusters Score -6933946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (27486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Entering Unmasked Estep 
Score: -5417778.000000 Penalty: 2534.915039
	Iteration 0F: 2 clusters Score -5417778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -5399836.500000 Penalty: 5069.830078
	Iteration 0F: 3 clusters Score -5399836 nChanged 12348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -5406472.000000 Penalty: 5069.830078
	Iteration 1F: 3 clusters Score -5406472 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -5406910.500000 Penalty: 5069.830078
	Iteration 2Q: 3 clusters Score -5406910 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -5407380.000000 Penalty: 5069.830078
	Iteration 3Q: 3 clusters Score -5407380 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -5407911.500000 Penalty: 5069.830078
	Iteration 4Q: 3 clusters Score -5407912 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -5408651.500000 Penalty: 5069.830078
	Iteration 5F: 3 clusters Score -5408652 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -5409627.500000 Penalty: 5069.830078
	Iteration 6F: 3 clusters Score -5409628 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -5410735.500000 Penalty: 5069.830078
	Iteration 7F: 3 clusters Score -5410736 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -5411988.500000 Penalty: 5069.830078
	Iteration 8F: 3 clusters Score -5411988 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -5413138.000000 Penalty: 5069.830078
	Iteration 9F: 3 clusters Score -5413138 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -5414041.000000 Penalty: 5069.830078
	Iteration 10Q: 3 clusters Score -5414041 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -5414649.000000 Penalty: 5069.830078
	Iteration 11Q: 3 clusters Score -5414649 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -5415024.500000 Penalty: 5069.830078
	Iteration 12Q: 3 clusters Score -5415024 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -5415219.000000 Penalty: 5069.830078
	Iteration 13Q: 3 clusters Score -5415219 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -5415351.000000 Penalty: 5069.830078
	Iteration 14Q: 3 clusters Score -5415351 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -5415450.500000 Penalty: 5069.830078
	Iteration 15Q: 3 clusters Score -5415450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -5415500.500000 Penalty: 5069.830078
	Iteration 16Q: 3 clusters Score -5415500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -5415523.500000 Penalty: 5069.830078
	Iteration 17Q: 3 clusters Score -5415524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -5415540.000000 Penalty: 5069.830078
	Iteration 18Q: 3 clusters Score -5415540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -5415543.500000 Penalty: 5069.830078
	Iteration 19Q: 3 clusters Score -5415544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -5415557.000000 Penalty: 5069.830078
	Iteration 20F: 3 clusters Score -5415557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -5415564.500000 Penalty: 5069.830078
	Iteration 21Q: 3 clusters Score -5415564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -5415576.500000 Penalty: 5069.830078
	Iteration 22Q: 3 clusters Score -5415576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -5415584.000000 Penalty: 5069.830078
	Iteration 23Q: 3 clusters Score -5415584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -5415586.000000 Penalty: 5069.830078
	Iteration 24Q: 3 clusters Score -5415586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -5415596.500000 Penalty: 5069.830078
	Iteration 25Q: 3 clusters Score -5415596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -5415604.500000 Penalty: 5069.830078
	Iteration 26Q: 3 clusters Score -5415604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -5415605.000000 Penalty: 5069.830078
	Iteration 27Q: 3 clusters Score -5415605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -5415609.500000 Penalty: 5069.830078
	Iteration 28Q: 3 clusters Score -5415610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -5415613.000000 Penalty: 5069.830078
	Iteration 29Q: 3 clusters Score -5415613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -5415612.000000 Penalty: 5069.830078
	Iteration 30Q: 3 clusters Score -5415612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -5415612.000000 Penalty: 5069.830078
	Iteration 31F: 3 clusters Score -5415612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (31144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Entering Unmasked Estep 
Score: -6126252.000000 Penalty: 2565.901367
	Iteration 0F: 2 clusters Score -6126252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -6107238.000000 Penalty: 5131.802734
	Iteration 0F: 3 clusters Score -6107238 nChanged 13974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -6114798.000000 Penalty: 5131.802734
	Iteration 1F: 3 clusters Score -6114798 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -6115478.000000 Penalty: 5131.802734
	Iteration 2F: 3 clusters Score -6115478 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -6116341.000000 Penalty: 5131.802734
	Iteration 3F: 3 clusters Score -6116341 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -6117311.500000 Penalty: 5131.802734
	Iteration 4F: 3 clusters Score -6117312 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -6118268.000000 Penalty: 5131.802734
	Iteration 5F: 3 clusters Score -6118268 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -6119614.500000 Penalty: 5131.802734
	Iteration 6F: 3 clusters Score -6119614 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -6121305.500000 Penalty: 5131.802734
	Iteration 7F: 3 clusters Score -6121306 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6122385.000000 Penalty: 5131.802734
	Iteration 8Q: 3 clusters Score -6122385 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6123034.500000 Penalty: 5131.802734
	Iteration 9Q: 3 clusters Score -6123034 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6123401.000000 Penalty: 5131.802734
	Iteration 10Q: 3 clusters Score -6123401 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6123584.500000 Penalty: 5131.802734
	Iteration 11Q: 3 clusters Score -6123584 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6123734.000000 Penalty: 5131.802734
	Iteration 12Q: 3 clusters Score -6123734 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6123823.000000 Penalty: 5131.802734
	Iteration 13Q: 3 clusters Score -6123823 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6123870.000000 Penalty: 5131.802734
	Iteration 14Q: 3 clusters Score -6123870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6123909.500000 Penalty: 5131.802734
	Iteration 15Q: 3 clusters Score -6123910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6123920.500000 Penalty: 5131.802734
	Iteration 16Q: 3 clusters Score -6123920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6123938.500000 Penalty: 5131.802734
	Iteration 17Q: 3 clusters Score -6123938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6123960.000000 Penalty: 5131.802734
	Iteration 18Q: 3 clusters Score -6123960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6123974.000000 Penalty: 5131.802734
	Iteration 19Q: 3 clusters Score -6123974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6123978.000000 Penalty: 5131.802734
	Iteration 20F: 3 clusters Score -6123978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6123992.000000 Penalty: 5131.802734
	Iteration 21Q: 3 clusters Score -6123992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6124008.500000 Penalty: 5131.802734
	Iteration 22Q: 3 clusters Score -6124008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6124010.500000 Penalty: 5131.802734
	Iteration 23Q: 3 clusters Score -6124010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6124017.500000 Penalty: 5131.802734
	Iteration 24Q: 3 clusters Score -6124018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6124018.500000 Penalty: 5131.802734
	Iteration 25Q: 3 clusters Score -6124018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6124022.500000 Penalty: 5131.802734
	Iteration 26Q: 3 clusters Score -6124022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6124029.500000 Penalty: 5131.802734
	Iteration 27Q: 3 clusters Score -6124030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6124039.000000 Penalty: 5131.802734
	Iteration 28Q: 3 clusters Score -6124039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6124044.500000 Penalty: 5131.802734
	Iteration 29Q: 3 clusters Score -6124044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6124044.500000 Penalty: 5131.802734
	Iteration 30F: 3 clusters Score -6124044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (37969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Entering Unmasked Estep 
Score: -7420065.000000 Penalty: 2615.042236
	Iteration 0F: 2 clusters Score -7420065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -7397573.000000 Penalty: 5230.084473
	Iteration 0F: 3 clusters Score -7397573 nChanged 17494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -7407134.000000 Penalty: 5230.084473
	Iteration 1F: 3 clusters Score -7407134 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -7407710.000000 Penalty: 5230.084473
	Iteration 2Q: 3 clusters Score -7407710 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -7408382.000000 Penalty: 5230.084473
	Iteration 3Q: 3 clusters Score -7408382 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -7409304.000000 Penalty: 5230.084473
	Iteration 4F: 3 clusters Score -7409304 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -7410517.000000 Penalty: 5230.084473
	Iteration 5F: 3 clusters Score -7410517 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -7412034.500000 Penalty: 5230.084473
	Iteration 6F: 3 clusters Score -7412034 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -7413488.500000 Penalty: 5230.084473
	Iteration 7F: 3 clusters Score -7413488 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -7414701.500000 Penalty: 5230.084473
	Iteration 8F: 3 clusters Score -7414702 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -7415786.000000 Penalty: 5230.084473
	Iteration 9Q: 3 clusters Score -7415786 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -7416438.000000 Penalty: 5230.084473
	Iteration 10Q: 3 clusters Score -7416438 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -7416892.500000 Penalty: 5230.084473
	Iteration 11Q: 3 clusters Score -7416892 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -7417173.000000 Penalty: 5230.084473
	Iteration 12Q: 3 clusters Score -7417173 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -7417348.500000 Penalty: 5230.084473
	Iteration 13Q: 3 clusters Score -7417348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -7417446.000000 Penalty: 5230.084473
	Iteration 14Q: 3 clusters Score -7417446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -7417515.000000 Penalty: 5230.084473
	Iteration 15Q: 3 clusters Score -7417515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -7417545.500000 Penalty: 5230.084473
	Iteration 16Q: 3 clusters Score -7417546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -7417570.500000 Penalty: 5230.084473
	Iteration 17Q: 3 clusters Score -7417570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -7417591.000000 Penalty: 5230.084473
	Iteration 18Q: 3 clusters Score -7417591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -7417617.500000 Penalty: 5230.084473
	Iteration 19Q: 3 clusters Score -7417618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -7417645.000000 Penalty: 5230.084473
	Iteration 20F: 3 clusters Score -7417645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -7417672.000000 Penalty: 5230.084473
	Iteration 21Q: 3 clusters Score -7417672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -7417673.000000 Penalty: 5230.084473
	Iteration 22Q: 3 clusters Score -7417673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -7417672.000000 Penalty: 5230.084473
	Iteration 23Q: 3 clusters Score -7417672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -7417683.500000 Penalty: 5230.084473
	Iteration 24Q: 3 clusters Score -7417684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -7417680.500000 Penalty: 5230.084473
	Iteration 25Q: 3 clusters Score -7417680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -7417684.000000 Penalty: 5230.084473
	Iteration 26Q: 3 clusters Score -7417684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -7417685.000000 Penalty: 5230.084473
	Iteration 27Q: 3 clusters Score -7417685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -7417685.000000 Penalty: 5230.084473
	Iteration 28F: 3 clusters Score -7417685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 20998 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 29156 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15523 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7955 members 
Mstep: Class 19 contains 39032 members 
Mstep: Class 20 contains 8179 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 10864 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14349 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 19312 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3331 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9907 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15591 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28126 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16008 members 
Mstep: Class 53 contains 2390 members 
Mstep: Class 54 contains 35348 members 
Mstep: Class 55 contains 27486 members 
Mstep: Class 56 contains 31144 members 
Mstep: Class 57 contains 37969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247528.000000 Penalty: 180303.937500
Iteration 359Q: 57 clusters Score -8.424753e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 20986 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 29162 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15525 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7951 members 
Mstep: Class 19 contains 39037 members 
Mstep: Class 20 contains 8178 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 10794 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14347 members 
Mstep: Class 31 contains 2024 members 
Mstep: Class 32 contains 19314 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 3325 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 9974 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15590 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28087 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16009 members 
Mstep: Class 53 contains 2392 members 
Mstep: Class 54 contains 35352 members 
Mstep: Class 55 contains 27487 members 
Mstep: Class 56 contains 31150 members 
Mstep: Class 57 contains 38031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247544.000000 Penalty: 180303.937500
Iteration 360F: 57 clusters Score -8.424754e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 20965 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5379 members 
Mstep: Class 13 contains 29165 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15527 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7949 members 
Mstep: Class 19 contains 39028 members 
Mstep: Class 20 contains 8175 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 10731 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14346 members 
Mstep: Class 31 contains 2024 members 
Mstep: Class 32 contains 19315 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3323 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10046 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15589 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28064 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16010 members 
Mstep: Class 53 contains 2392 members 
Mstep: Class 54 contains 35361 members 
Mstep: Class 55 contains 27490 members 
Mstep: Class 56 contains 31169 members 
Mstep: Class 57 contains 38084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247440.000000 Penalty: 180303.937500
Iteration 361Q: 57 clusters Score -8.424744e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 20937 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5378 members 
Mstep: Class 13 contains 29166 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15528 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7949 members 
Mstep: Class 19 contains 39019 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 10664 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14344 members 
Mstep: Class 31 contains 2024 members 
Mstep: Class 32 contains 19318 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3322 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10119 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15588 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28053 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16007 members 
Mstep: Class 53 contains 2389 members 
Mstep: Class 54 contains 35354 members 
Mstep: Class 55 contains 27493 members 
Mstep: Class 56 contains 31191 members 
Mstep: Class 57 contains 38143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247576.000000 Penalty: 180303.937500
Iteration 362Q: 57 clusters Score -8.424758e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 20917 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5380 members 
Mstep: Class 13 contains 29170 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15530 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 39006 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 10582 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14345 members 
Mstep: Class 31 contains 2023 members 
Mstep: Class 32 contains 19322 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3322 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10186 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15589 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28055 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16004 members 
Mstep: Class 53 contains 2387 members 
Mstep: Class 54 contains 35345 members 
Mstep: Class 55 contains 27504 members 
Mstep: Class 56 contains 31199 members 
Mstep: Class 57 contains 38205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247592.000000 Penalty: 180303.937500
Iteration 363Q: 57 clusters Score -8.424759e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 20887 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 29189 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15532 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7947 members 
Mstep: Class 19 contains 39001 members 
Mstep: Class 20 contains 8167 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 10501 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14346 members 
Mstep: Class 31 contains 2023 members 
Mstep: Class 32 contains 19326 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3318 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10255 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15590 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28073 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15999 members 
Mstep: Class 53 contains 2387 members 
Mstep: Class 54 contains 35324 members 
Mstep: Class 55 contains 27505 members 
Mstep: Class 56 contains 31212 members 
Mstep: Class 57 contains 38245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247584.000000 Penalty: 180303.937500
Iteration 364Q: 57 clusters Score -8.424758e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 20876 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3857 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15531 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 38996 members 
Mstep: Class 20 contains 8165 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4805 members 
Mstep: Class 27 contains 10427 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14346 members 
Mstep: Class 31 contains 2023 members 
Mstep: Class 32 contains 19331 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3317 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10309 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15590 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28081 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15997 members 
Mstep: Class 53 contains 2382 members 
Mstep: Class 54 contains 35313 members 
Mstep: Class 55 contains 27515 members 
Mstep: Class 56 contains 31220 members 
Mstep: Class 57 contains 38295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247696.000000 Penalty: 180303.937500
Iteration 365Q: 57 clusters Score -8.42477e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 20862 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3856 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 29189 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15532 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7949 members 
Mstep: Class 19 contains 39004 members 
Mstep: Class 20 contains 8162 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 10329 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14348 members 
Mstep: Class 31 contains 2023 members 
Mstep: Class 32 contains 19339 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3319 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10356 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15589 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28109 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15996 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 35327 members 
Mstep: Class 55 contains 27525 members 
Mstep: Class 56 contains 31231 members 
Mstep: Class 57 contains 38324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247728.000000 Penalty: 180303.937500
Iteration 366Q: 57 clusters Score -8.424773e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 20847 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 29170 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15532 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7951 members 
Mstep: Class 19 contains 38997 members 
Mstep: Class 20 contains 8162 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4805 members 
Mstep: Class 27 contains 10245 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14349 members 
Mstep: Class 31 contains 2023 members 
Mstep: Class 32 contains 19343 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3317 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10428 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15592 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28143 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15995 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 35323 members 
Mstep: Class 55 contains 27526 members 
Mstep: Class 56 contains 31249 members 
Mstep: Class 57 contains 38361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247696.000000 Penalty: 180303.937500
Iteration 367Q: 57 clusters Score -8.42477e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 20834 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 29169 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15532 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7952 members 
Mstep: Class 19 contains 38980 members 
Mstep: Class 20 contains 8161 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 10164 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14350 members 
Mstep: Class 31 contains 2023 members 
Mstep: Class 32 contains 19353 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3310 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10496 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15593 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28199 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15991 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 35309 members 
Mstep: Class 55 contains 27518 members 
Mstep: Class 56 contains 31276 members 
Mstep: Class 57 contains 38377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247616.000000 Penalty: 180303.937500
Iteration 368Q: 57 clusters Score -8.424762e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 20815 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 29174 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15532 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7953 members 
Mstep: Class 19 contains 38968 members 
Mstep: Class 20 contains 8157 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 10084 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14353 members 
Mstep: Class 31 contains 2022 members 
Mstep: Class 32 contains 19350 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10559 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15595 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 28248 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15988 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 35297 members 
Mstep: Class 55 contains 27514 members 
Mstep: Class 56 contains 31291 members 
Mstep: Class 57 contains 38412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247592.000000 Penalty: 180303.937500
Iteration 369Q: 57 clusters Score -8.424759e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 20813 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 29173 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15531 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7950 members 
Mstep: Class 19 contains 38950 members 
Mstep: Class 20 contains 8154 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4804 members 
Mstep: Class 27 contains 10018 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14354 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19343 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3300 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10616 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15596 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 28284 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15988 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 35295 members 
Mstep: Class 55 contains 27517 members 
Mstep: Class 56 contains 31311 members 
Mstep: Class 57 contains 38430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247568.000000 Penalty: 180303.937500
Iteration 370Q: 57 clusters Score -8.424757e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 20809 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5380 members 
Mstep: Class 13 contains 29179 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15529 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7949 members 
Mstep: Class 19 contains 38937 members 
Mstep: Class 20 contains 8153 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4804 members 
Mstep: Class 27 contains 9951 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14356 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19339 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3295 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10670 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15599 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 28309 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15989 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 35285 members 
Mstep: Class 55 contains 27516 members 
Mstep: Class 56 contains 31316 members 
Mstep: Class 57 contains 38475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247784.000000 Penalty: 180303.937500
Iteration 371Q: 57 clusters Score -8.424778e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 20794 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 29176 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15529 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 38927 members 
Mstep: Class 20 contains 8151 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4804 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14356 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19337 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3292 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10730 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15600 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 28345 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15990 members 
Mstep: Class 53 contains 2382 members 
Mstep: Class 54 contains 35284 members 
Mstep: Class 55 contains 27514 members 
Mstep: Class 56 contains 31319 members 
Mstep: Class 57 contains 38516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247712.000000 Penalty: 180303.937500
Iteration 372Q: 57 clusters Score -8.424771e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 20771 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 29174 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15529 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 38936 members 
Mstep: Class 20 contains 8152 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 9766 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14353 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19339 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3292 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10778 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15600 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 28363 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15992 members 
Mstep: Class 53 contains 2383 members 
Mstep: Class 54 contains 35296 members 
Mstep: Class 55 contains 27516 members 
Mstep: Class 56 contains 31325 members 
Mstep: Class 57 contains 38561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247648.000000 Penalty: 180303.937500
Iteration 373Q: 57 clusters Score -8.424765e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 20751 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3850 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 29172 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15529 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7945 members 
Mstep: Class 19 contains 38937 members 
Mstep: Class 20 contains 8153 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 9677 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14353 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19343 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3293 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10821 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15599 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 28367 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15993 members 
Mstep: Class 53 contains 2382 members 
Mstep: Class 54 contains 35303 members 
Mstep: Class 55 contains 27521 members 
Mstep: Class 56 contains 31323 members 
Mstep: Class 57 contains 38631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247584.000000 Penalty: 180303.937500
Iteration 374Q: 57 clusters Score -8.424758e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 20712 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3848 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 29178 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15528 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7943 members 
Mstep: Class 19 contains 38929 members 
Mstep: Class 20 contains 8154 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 9580 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14353 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19343 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3289 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10873 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15602 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 28378 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15996 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 35322 members 
Mstep: Class 55 contains 27525 members 
Mstep: Class 56 contains 31314 members 
Mstep: Class 57 contains 38705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247464.000000 Penalty: 180303.937500
Iteration 375Q: 57 clusters Score -8.424746e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 20674 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3847 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 29176 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15528 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7945 members 
Mstep: Class 19 contains 38928 members 
Mstep: Class 20 contains 8157 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 9492 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14353 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19343 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3289 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10928 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15604 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 28370 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15996 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 35343 members 
Mstep: Class 55 contains 27537 members 
Mstep: Class 56 contains 31314 members 
Mstep: Class 57 contains 38758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247464.000000 Penalty: 180303.937500
Iteration 376Q: 57 clusters Score -8.424746e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 20630 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3845 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 29180 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15528 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 38926 members 
Mstep: Class 20 contains 8158 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 9427 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14355 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19343 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3289 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 10982 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15604 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 28330 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15997 members 
Mstep: Class 53 contains 2383 members 
Mstep: Class 54 contains 35378 members 
Mstep: Class 55 contains 27553 members 
Mstep: Class 56 contains 31311 members 
Mstep: Class 57 contains 38808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247560.000000 Penalty: 180303.937500
Iteration 377Q: 57 clusters Score -8.424756e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 20590 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3844 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 13 contains 29188 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15529 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7949 members 
Mstep: Class 19 contains 38919 members 
Mstep: Class 20 contains 8158 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4805 members 
Mstep: Class 27 contains 9353 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14352 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19346 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3287 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11046 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15603 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 28295 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15999 members 
Mstep: Class 53 contains 2383 members 
Mstep: Class 54 contains 35407 members 
Mstep: Class 55 contains 27565 members 
Mstep: Class 56 contains 31316 members 
Mstep: Class 57 contains 38865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247552.000000 Penalty: 180303.937500
Iteration 378Q: 57 clusters Score -8.424755e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 20533 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3843 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 29195 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15527 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 38912 members 
Mstep: Class 20 contains 8159 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 9296 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14349 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19351 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 3287 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11119 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15604 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 28246 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16000 members 
Mstep: Class 53 contains 2384 members 
Mstep: Class 54 contains 35434 members 
Mstep: Class 55 contains 27582 members 
Mstep: Class 56 contains 31310 members 
Mstep: Class 57 contains 38927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247528.000000 Penalty: 180303.937500
Iteration 379Q: 57 clusters Score -8.424753e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 20473 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 29214 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15528 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7940 members 
Mstep: Class 19 contains 38911 members 
Mstep: Class 20 contains 8154 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4805 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14346 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19352 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 3286 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11193 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15602 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 28208 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16000 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 35472 members 
Mstep: Class 55 contains 27596 members 
Mstep: Class 56 contains 31316 members 
Mstep: Class 57 contains 38968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247400.000000 Penalty: 180303.937500
Iteration 380F: 57 clusters Score -8.42474e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 20399 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3840 members 
Mstep: Class 5 contains 5055 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 29235 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15525 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7935 members 
Mstep: Class 19 contains 38908 members 
Mstep: Class 20 contains 8153 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4804 members 
Mstep: Class 27 contains 9182 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14346 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19350 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3287 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11278 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15604 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 28157 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16001 members 
Mstep: Class 53 contains 2383 members 
Mstep: Class 54 contains 35499 members 
Mstep: Class 55 contains 27621 members 
Mstep: Class 56 contains 31311 members 
Mstep: Class 57 contains 39018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247400.000000 Penalty: 180303.937500
Iteration 381Q: 57 clusters Score -8.42474e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 20326 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3840 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 29243 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15526 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7933 members 
Mstep: Class 19 contains 38909 members 
Mstep: Class 20 contains 8149 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4803 members 
Mstep: Class 27 contains 9135 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14347 members 
Mstep: Class 31 contains 2020 members 
Mstep: Class 32 contains 19348 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3289 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11350 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15606 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 28072 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16000 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 35554 members 
Mstep: Class 55 contains 27662 members 
Mstep: Class 56 contains 31294 members 
Mstep: Class 57 contains 39075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247296.000000 Penalty: 180303.937500
Iteration 382Q: 57 clusters Score -8.42473e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 20242 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3840 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5372 members 
Mstep: Class 13 contains 29236 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15527 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7936 members 
Mstep: Class 19 contains 38905 members 
Mstep: Class 20 contains 8150 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 9101 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14350 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 19343 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3290 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11440 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15605 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 27978 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15999 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 35595 members 
Mstep: Class 55 contains 27706 members 
Mstep: Class 56 contains 31288 members 
Mstep: Class 57 contains 39134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247368.000000 Penalty: 180303.937500
Iteration 383Q: 57 clusters Score -8.424737e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 20167 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3840 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 29216 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15526 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7933 members 
Mstep: Class 19 contains 38912 members 
Mstep: Class 20 contains 8151 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4800 members 
Mstep: Class 27 contains 9066 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14349 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19345 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3290 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11535 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15603 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 27861 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16000 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 35670 members 
Mstep: Class 55 contains 27743 members 
Mstep: Class 56 contains 31292 members 
Mstep: Class 57 contains 39174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247224.000000 Penalty: 180303.937500
Iteration 384Q: 57 clusters Score -8.424722e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 20077 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3839 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 29205 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15526 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7925 members 
Mstep: Class 19 contains 38905 members 
Mstep: Class 20 contains 8146 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4799 members 
Mstep: Class 27 contains 9033 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14349 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19354 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3292 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11635 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15602 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 27763 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 16000 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 35753 members 
Mstep: Class 55 contains 27773 members 
Mstep: Class 56 contains 31298 members 
Mstep: Class 57 contains 39204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247288.000000 Penalty: 180303.937500
Iteration 385Q: 57 clusters Score -8.424729e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 19954 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 29175 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15528 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 38898 members 
Mstep: Class 20 contains 8145 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4800 members 
Mstep: Class 27 contains 9003 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14351 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19364 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3291 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11743 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15598 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 27695 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15999 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 35819 members 
Mstep: Class 55 contains 27825 members 
Mstep: Class 56 contains 31317 members 
Mstep: Class 57 contains 39216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247168.000000 Penalty: 180303.937500
Iteration 386Q: 57 clusters Score -8.424717e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 19832 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 29155 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15527 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 19 contains 38900 members 
Mstep: Class 20 contains 8147 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4800 members 
Mstep: Class 27 contains 8973 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14350 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19365 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3291 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11851 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15599 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 27642 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15999 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 35881 members 
Mstep: Class 55 contains 27886 members 
Mstep: Class 56 contains 31333 members 
Mstep: Class 57 contains 39196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247264.000000 Penalty: 180303.937500
Iteration 387Q: 57 clusters Score -8.424726e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 19710 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 29136 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15527 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7920 members 
Mstep: Class 19 contains 38906 members 
Mstep: Class 20 contains 8146 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4800 members 
Mstep: Class 27 contains 8944 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14347 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19373 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3289 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11958 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15598 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 27587 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15996 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 35943 members 
Mstep: Class 55 contains 27948 members 
Mstep: Class 56 contains 31353 members 
Mstep: Class 57 contains 39172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247216.000000 Penalty: 180303.937500
Iteration 388Q: 57 clusters Score -8.424722e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 19583 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 29125 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15529 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 7915 members 
Mstep: Class 19 contains 38913 members 
Mstep: Class 20 contains 8150 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 8926 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14346 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 19376 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3289 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 12077 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15594 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 27529 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15996 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 35990 members 
Mstep: Class 55 contains 27985 members 
Mstep: Class 56 contains 31381 members 
Mstep: Class 57 contains 39150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247160.000000 Penalty: 180303.937500
Iteration 389Q: 57 clusters Score -8.424716e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 19463 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 29109 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15530 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7919 members 
Mstep: Class 19 contains 38914 members 
Mstep: Class 20 contains 8151 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 8895 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14346 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 19378 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3289 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 12182 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15592 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 27481 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15994 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 36045 members 
Mstep: Class 55 contains 28032 members 
Mstep: Class 56 contains 31411 members 
Mstep: Class 57 contains 39122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247160.000000 Penalty: 180303.937500
Iteration 390Q: 57 clusters Score -8.424716e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 19343 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 29097 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15531 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7927 members 
Mstep: Class 19 contains 38917 members 
Mstep: Class 20 contains 8151 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4800 members 
Mstep: Class 27 contains 8867 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14347 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 19381 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3289 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 12294 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15589 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 27444 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15992 members 
Mstep: Class 53 contains 2379 members 
Mstep: Class 54 contains 36063 members 
Mstep: Class 55 contains 28078 members 
Mstep: Class 56 contains 31441 members 
Mstep: Class 57 contains 39115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247128.000000 Penalty: 180303.937500
Iteration 391Q: 57 clusters Score -8.424713e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 19232 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 13 contains 29068 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15530 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7931 members 
Mstep: Class 19 contains 38919 members 
Mstep: Class 20 contains 8154 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4799 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14354 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19385 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3287 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 12418 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15587 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 27402 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15985 members 
Mstep: Class 53 contains 2380 members 
Mstep: Class 54 contains 36070 members 
Mstep: Class 55 contains 28120 members 
Mstep: Class 56 contains 31475 members 
Mstep: Class 57 contains 39130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247120.000000 Penalty: 180303.937500
Iteration 392Q: 57 clusters Score -8.424712e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 19114 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 29051 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15529 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7930 members 
Mstep: Class 19 contains 38920 members 
Mstep: Class 20 contains 8151 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4798 members 
Mstep: Class 27 contains 8798 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14362 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19385 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3287 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 12553 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15587 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 27363 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15977 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 36086 members 
Mstep: Class 55 contains 28151 members 
Mstep: Class 56 contains 31505 members 
Mstep: Class 57 contains 39150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247048.000000 Penalty: 180303.937500
Iteration 393Q: 57 clusters Score -8.424705e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 19003 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 13 contains 29020 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15532 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7923 members 
Mstep: Class 19 contains 38916 members 
Mstep: Class 20 contains 8152 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4798 members 
Mstep: Class 27 contains 8769 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14365 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19383 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3285 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 12699 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15583 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 27332 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15974 members 
Mstep: Class 53 contains 2376 members 
Mstep: Class 54 contains 36108 members 
Mstep: Class 55 contains 28180 members 
Mstep: Class 56 contains 31550 members 
Mstep: Class 57 contains 39151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247072.000000 Penalty: 180303.937500
Iteration 394Q: 57 clusters Score -8.424707e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 18895 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 29002 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15534 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7914 members 
Mstep: Class 19 contains 38910 members 
Mstep: Class 20 contains 8153 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4796 members 
Mstep: Class 27 contains 8751 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14364 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19382 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3285 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 12834 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15579 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 27287 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15970 members 
Mstep: Class 53 contains 2375 members 
Mstep: Class 54 contains 36141 members 
Mstep: Class 55 contains 28218 members 
Mstep: Class 56 contains 31574 members 
Mstep: Class 57 contains 39162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246848.000000 Penalty: 180303.937500
Iteration 395Q: 57 clusters Score -8.424685e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 18800 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 28975 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15538 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7911 members 
Mstep: Class 19 contains 38898 members 
Mstep: Class 20 contains 8151 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4794 members 
Mstep: Class 27 contains 8729 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14360 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19379 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3283 members 
Mstep: Class 36 contains 2245 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 12954 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15579 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 27251 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15972 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 36156 members 
Mstep: Class 55 contains 28243 members 
Mstep: Class 56 contains 31615 members 
Mstep: Class 57 contains 39176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246936.000000 Penalty: 180303.937500
Iteration 396Q: 57 clusters Score -8.424694e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 18702 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15538 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7906 members 
Mstep: Class 19 contains 38895 members 
Mstep: Class 20 contains 8153 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4792 members 
Mstep: Class 27 contains 8706 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14365 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19380 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3281 members 
Mstep: Class 36 contains 2246 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 13074 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15580 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 27204 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15974 members 
Mstep: Class 53 contains 2374 members 
Mstep: Class 54 contains 36155 members 
Mstep: Class 55 contains 28286 members 
Mstep: Class 56 contains 31649 members 
Mstep: Class 57 contains 39204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246904.000000 Penalty: 180303.937500
Iteration 397Q: 57 clusters Score -8.42469e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 18584 members 
Mstep: Class 3 contains 1237 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 28925 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15535 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7911 members 
Mstep: Class 19 contains 38891 members 
Mstep: Class 20 contains 8153 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4792 members 
Mstep: Class 27 contains 8689 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14371 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19375 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3279 members 
Mstep: Class 36 contains 2245 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 13211 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15579 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 27145 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15970 members 
Mstep: Class 53 contains 2370 members 
Mstep: Class 54 contains 36152 members 
Mstep: Class 55 contains 28329 members 
Mstep: Class 56 contains 31691 members 
Mstep: Class 57 contains 39235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246936.000000 Penalty: 180303.937500
Iteration 398Q: 57 clusters Score -8.424694e+07 nChanged 601
Entering ConstructFrom: 
Score: -84246936.000000 Penalty: 180303.937500
Entering ConstructFrom: 
Trying to split cluster 1 (6116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Entering Unmasked Estep 
Score: -1203980.750000 Penalty: 2162.228516
	Iteration 0F: 2 clusters Score -1203981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1198728.750000 Penalty: 4324.457031
	Iteration 0F: 3 clusters Score -1198729 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1200062.250000 Penalty: 4324.457031
	Iteration 1F: 3 clusters Score -1200062 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1200282.500000 Penalty: 4324.457031
	Iteration 2F: 3 clusters Score -1200282 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1200432.500000 Penalty: 4324.457031
	Iteration 3Q: 3 clusters Score -1200432 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1200529.375000 Penalty: 4324.457031
	Iteration 4Q: 3 clusters Score -1200529 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1200598.000000 Penalty: 4324.457031
	Iteration 5Q: 3 clusters Score -1200598 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1200643.750000 Penalty: 4324.457031
	Iteration 6Q: 3 clusters Score -1200644 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1200685.125000 Penalty: 4324.457031
	Iteration 7Q: 3 clusters Score -1200685 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1200712.375000 Penalty: 4324.457031
	Iteration 8Q: 3 clusters Score -1200712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1200727.625000 Penalty: 4324.457031
	Iteration 9Q: 3 clusters Score -1200728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1200741.125000 Penalty: 4324.457031
	Iteration 10Q: 3 clusters Score -1200741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1200752.875000 Penalty: 4324.457031
	Iteration 11Q: 3 clusters Score -1200753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1200765.625000 Penalty: 4324.457031
	Iteration 12Q: 3 clusters Score -1200766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1200773.375000 Penalty: 4324.457031
	Iteration 13Q: 3 clusters Score -1200773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1200779.125000 Penalty: 4324.457031
	Iteration 14Q: 3 clusters Score -1200779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1200785.625000 Penalty: 4324.457031
	Iteration 15Q: 3 clusters Score -1200786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1200790.000000 Penalty: 4324.457031
	Iteration 16Q: 3 clusters Score -1200790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1200796.250000 Penalty: 4324.457031
	Iteration 17Q: 3 clusters Score -1200796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1200805.625000 Penalty: 4324.457031
	Iteration 18Q: 3 clusters Score -1200806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1200813.000000 Penalty: 4324.457031
	Iteration 19Q: 3 clusters Score -1200813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1200818.625000 Penalty: 4324.457031
	Iteration 20F: 3 clusters Score -1200819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1200823.625000 Penalty: 4324.457031
	Iteration 21Q: 3 clusters Score -1200824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1200827.250000 Penalty: 4324.457031
	Iteration 22Q: 3 clusters Score -1200827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1200829.250000 Penalty: 4324.457031
	Iteration 23Q: 3 clusters Score -1200829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1200831.500000 Penalty: 4324.457031
	Iteration 24Q: 3 clusters Score -1200832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1200836.125000 Penalty: 4324.457031
	Iteration 25Q: 3 clusters Score -1200836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1200841.375000 Penalty: 4324.457031
	Iteration 26Q: 3 clusters Score -1200841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1200845.625000 Penalty: 4324.457031
	Iteration 27Q: 3 clusters Score -1200846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1200846.500000 Penalty: 4324.457031
	Iteration 28Q: 3 clusters Score -1200846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1200848.000000 Penalty: 4324.457031
	Iteration 29Q: 3 clusters Score -1200848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1200847.500000 Penalty: 4324.457031
	Iteration 30Q: 3 clusters Score -1200848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1200850.250000 Penalty: 4324.457031
	Iteration 31Q: 3 clusters Score -1200850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1200851.875000 Penalty: 4324.457031
	Iteration 32Q: 3 clusters Score -1200852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1200850.875000 Penalty: 4324.457031
	Iteration 33Q: 3 clusters Score -1200851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1200853.750000 Penalty: 4324.457031
	Iteration 34Q: 3 clusters Score -1200854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1200855.625000 Penalty: 4324.457031
	Iteration 35Q: 3 clusters Score -1200856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1200856.000000 Penalty: 4324.457031
	Iteration 36Q: 3 clusters Score -1200856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1200860.000000 Penalty: 4324.457031
	Iteration 37Q: 3 clusters Score -1200860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1200860.750000 Penalty: 4324.457031
	Iteration 38Q: 3 clusters Score -1200861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1200863.250000 Penalty: 4324.457031
	Iteration 39Q: 3 clusters Score -1200863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1200863.000000 Penalty: 4324.457031
	Iteration 40F: 3 clusters Score -1200863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1200865.125000 Penalty: 4324.457031
	Iteration 41Q: 3 clusters Score -1200865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1200865.125000 Penalty: 4324.457031
	Iteration 42F: 3 clusters Score -1200865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Entering Unmasked Estep 
Score: -3630570.250000 Penalty: 2436.005615
	Iteration 0F: 2 clusters Score -3630570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3617657.750000 Penalty: 4872.011230
	Iteration 0F: 3 clusters Score -3617658 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3621830.500000 Penalty: 4872.011230
	Iteration 1F: 3 clusters Score -3621830 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3622267.500000 Penalty: 4872.011230
	Iteration 2F: 3 clusters Score -3622268 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3622666.000000 Penalty: 4872.011230
	Iteration 3F: 3 clusters Score -3622666 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -3623135.000000 Penalty: 4872.011230
	Iteration 4F: 3 clusters Score -3623135 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3623687.000000 Penalty: 4872.011230
	Iteration 5F: 3 clusters Score -3623687 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -3624411.500000 Penalty: 4872.011230
	Iteration 6F: 3 clusters Score -3624412 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3625333.000000 Penalty: 4872.011230
	Iteration 7F: 3 clusters Score -3625333 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3626270.250000 Penalty: 4872.011230
	Iteration 8F: 3 clusters Score -3626270 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3627092.750000 Penalty: 4872.011230
	Iteration 9F: 3 clusters Score -3627093 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3627673.500000 Penalty: 4872.011230
	Iteration 10Q: 3 clusters Score -3627674 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3628015.250000 Penalty: 4872.011230
	Iteration 11Q: 3 clusters Score -3628015 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3628188.750000 Penalty: 4872.011230
	Iteration 12Q: 3 clusters Score -3628189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3628262.500000 Penalty: 4872.011230
	Iteration 13Q: 3 clusters Score -3628262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3628320.000000 Penalty: 4872.011230
	Iteration 14Q: 3 clusters Score -3628320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3628378.750000 Penalty: 4872.011230
	Iteration 15Q: 3 clusters Score -3628379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3628414.250000 Penalty: 4872.011230
	Iteration 16Q: 3 clusters Score -3628414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3628440.250000 Penalty: 4872.011230
	Iteration 17Q: 3 clusters Score -3628440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3628453.250000 Penalty: 4872.011230
	Iteration 18Q: 3 clusters Score -3628453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3628454.000000 Penalty: 4872.011230
	Iteration 19Q: 3 clusters Score -3628454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3628454.000000 Penalty: 4872.011230
	Iteration 20F: 3 clusters Score -3628454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -222289.078125 Penalty: 1765.870239
	Iteration 0F: 2 clusters Score -222289.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -220204.781250 Penalty: 3531.740479
	Iteration 0F: 3 clusters Score -220204.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -220546.609375 Penalty: 3531.740479
	Iteration 1F: 3 clusters Score -220546.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -220656.890625 Penalty: 3531.740479
	Iteration 2F: 3 clusters Score -220656.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -220761.296875 Penalty: 3531.740479
	Iteration 3F: 3 clusters Score -220761.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -220846.781250 Penalty: 3531.740479
	Iteration 4Q: 3 clusters Score -220846.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -220896.046875 Penalty: 3531.740479
	Iteration 5Q: 3 clusters Score -220896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -220945.625000 Penalty: 3531.740479
	Iteration 6Q: 3 clusters Score -220945.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -220981.812500 Penalty: 3531.740479
	Iteration 7Q: 3 clusters Score -220981.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -221012.484375 Penalty: 3531.740479
	Iteration 8Q: 3 clusters Score -221012.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -221045.109375 Penalty: 3531.740479
	Iteration 9Q: 3 clusters Score -221045.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -221065.343750 Penalty: 3531.740479
	Iteration 10Q: 3 clusters Score -221065.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -221081.796875 Penalty: 3531.740479
	Iteration 11Q: 3 clusters Score -221081.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -221096.171875 Penalty: 3531.740479
	Iteration 12Q: 3 clusters Score -221096.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -221115.671875 Penalty: 3531.740479
	Iteration 13Q: 3 clusters Score -221115.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -221124.656250 Penalty: 3531.740479
	Iteration 14Q: 3 clusters Score -221124.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -221136.203125 Penalty: 3531.740479
	Iteration 15Q: 3 clusters Score -221136.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -221147.031250 Penalty: 3531.740479
	Iteration 16Q: 3 clusters Score -221147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -221154.906250 Penalty: 3531.740479
	Iteration 17Q: 3 clusters Score -221154.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -221160.859375 Penalty: 3531.740479
	Iteration 18Q: 3 clusters Score -221160.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -221168.109375 Penalty: 3531.740479
	Iteration 19Q: 3 clusters Score -221168.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -221177.953125 Penalty: 3531.740479
	Iteration 20F: 3 clusters Score -221178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -221184.359375 Penalty: 3531.740479
	Iteration 21Q: 3 clusters Score -221184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -221189.906250 Penalty: 3531.740479
	Iteration 22Q: 3 clusters Score -221189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -221190.234375 Penalty: 3531.740479
	Iteration 23Q: 3 clusters Score -221190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -221191.500000 Penalty: 3531.740479
	Iteration 24Q: 3 clusters Score -221191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -221192.656250 Penalty: 3531.740479
	Iteration 25Q: 3 clusters Score -221192.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -221195.906250 Penalty: 3531.740479
	Iteration 26Q: 3 clusters Score -221195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -221199.515625 Penalty: 3531.740479
	Iteration 27Q: 3 clusters Score -221199.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -221201.171875 Penalty: 3531.740479
	Iteration 28Q: 3 clusters Score -221201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -221204.140625 Penalty: 3531.740479
	Iteration 29Q: 3 clusters Score -221204.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -221206.875000 Penalty: 3531.740479
	Iteration 30Q: 3 clusters Score -221206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -221209.625000 Penalty: 3531.740479
	Iteration 31Q: 3 clusters Score -221209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -221213.250000 Penalty: 3531.740479
	Iteration 32Q: 3 clusters Score -221213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -221213.906250 Penalty: 3531.740479
	Iteration 33Q: 3 clusters Score -221213.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -221213.906250 Penalty: 3531.740479
	Iteration 34F: 3 clusters Score -221213.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Entering Unmasked Estep 
Score: -696374.375000 Penalty: 2046.347900
	Iteration 0F: 2 clusters Score -696374.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -692612.812500 Penalty: 4092.695801
	Iteration 0F: 3 clusters Score -692612.8 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -693678.125000 Penalty: 4092.695801
	Iteration 1F: 3 clusters Score -693678.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -694008.250000 Penalty: 4092.695801
	Iteration 2F: 3 clusters Score -694008.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -694301.187500 Penalty: 4092.695801
	Iteration 3F: 3 clusters Score -694301.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -694587.625000 Penalty: 4092.695801
	Iteration 4F: 3 clusters Score -694587.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -694822.187500 Penalty: 4092.695801
	Iteration 5F: 3 clusters Score -694822.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -694989.375000 Penalty: 4092.695801
	Iteration 6Q: 3 clusters Score -694989.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -695096.437500 Penalty: 4092.695801
	Iteration 7Q: 3 clusters Score -695096.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -695206.500000 Penalty: 4092.695801
	Iteration 8Q: 3 clusters Score -695206.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -695307.250000 Penalty: 4092.695801
	Iteration 9Q: 3 clusters Score -695307.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -695390.250000 Penalty: 4092.695801
	Iteration 10Q: 3 clusters Score -695390.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -695451.187500 Penalty: 4092.695801
	Iteration 11Q: 3 clusters Score -695451.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -695481.562500 Penalty: 4092.695801
	Iteration 12Q: 3 clusters Score -695481.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -695509.500000 Penalty: 4092.695801
	Iteration 13Q: 3 clusters Score -695509.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -695535.437500 Penalty: 4092.695801
	Iteration 14Q: 3 clusters Score -695535.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -695560.937500 Penalty: 4092.695801
	Iteration 15Q: 3 clusters Score -695560.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -695591.375000 Penalty: 4092.695801
	Iteration 16Q: 3 clusters Score -695591.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -695620.000000 Penalty: 4092.695801
	Iteration 17Q: 3 clusters Score -695620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -695657.937500 Penalty: 4092.695801
	Iteration 18Q: 3 clusters Score -695657.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -695685.937500 Penalty: 4092.695801
	Iteration 19Q: 3 clusters Score -695685.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -695707.937500 Penalty: 4092.695801
	Iteration 20F: 3 clusters Score -695707.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -695723.875000 Penalty: 4092.695801
	Iteration 21Q: 3 clusters Score -695723.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -695735.562500 Penalty: 4092.695801
	Iteration 22Q: 3 clusters Score -695735.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -695744.750000 Penalty: 4092.695801
	Iteration 23Q: 3 clusters Score -695744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -695748.562500 Penalty: 4092.695801
	Iteration 24Q: 3 clusters Score -695748.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -695750.125000 Penalty: 4092.695801
	Iteration 25Q: 3 clusters Score -695750.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -695750.125000 Penalty: 4092.695801
	Iteration 26F: 3 clusters Score -695750.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Entering Unmasked Estep 
Score: -988103.375000 Penalty: 2115.075195
	Iteration 0F: 2 clusters Score -988103.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -983643.312500 Penalty: 4230.150391
	Iteration 0F: 3 clusters Score -983643.3 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -984717.437500 Penalty: 4230.150391
	Iteration 1F: 3 clusters Score -984717.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -984942.687500 Penalty: 4230.150391
	Iteration 2F: 3 clusters Score -984942.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -985160.125000 Penalty: 4230.150391
	Iteration 3F: 3 clusters Score -985160.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -985405.250000 Penalty: 4230.150391
	Iteration 4Q: 3 clusters Score -985405.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -985672.375000 Penalty: 4230.150391
	Iteration 5F: 3 clusters Score -985672.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -985948.062500 Penalty: 4230.150391
	Iteration 6F: 3 clusters Score -985948.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -986299.187500 Penalty: 4230.150391
	Iteration 7F: 3 clusters Score -986299.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -986669.750000 Penalty: 4230.150391
	Iteration 8F: 3 clusters Score -986669.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -987033.687500 Penalty: 4230.150391
	Iteration 9F: 3 clusters Score -987033.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -987346.812500 Penalty: 4230.150391
	Iteration 10Q: 3 clusters Score -987346.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -987586.687500 Penalty: 4230.150391
	Iteration 11Q: 3 clusters Score -987586.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -987736.375000 Penalty: 4230.150391
	Iteration 12Q: 3 clusters Score -987736.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -987804.875000 Penalty: 4230.150391
	Iteration 13Q: 3 clusters Score -987804.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -987844.437500 Penalty: 4230.150391
	Iteration 14Q: 3 clusters Score -987844.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -987873.187500 Penalty: 4230.150391
	Iteration 15Q: 3 clusters Score -987873.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -987886.000000 Penalty: 4230.150391
	Iteration 16Q: 3 clusters Score -987886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -987893.187500 Penalty: 4230.150391
	Iteration 17Q: 3 clusters Score -987893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -987898.750000 Penalty: 4230.150391
	Iteration 18Q: 3 clusters Score -987898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -987902.000000 Penalty: 4230.150391
	Iteration 19Q: 3 clusters Score -987902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -987902.625000 Penalty: 4230.150391
	Iteration 20F: 3 clusters Score -987902.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -987904.625000 Penalty: 4230.150391
	Iteration 21Q: 3 clusters Score -987904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -987904.062500 Penalty: 4230.150391
	Iteration 22Q: 3 clusters Score -987904.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -987904.062500 Penalty: 4230.150391
	Iteration 23F: 3 clusters Score -987904.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -124320.687500 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -124320.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -122611.570312 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -122611.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -122997.218750 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -122997.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -123137.281250 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -123137.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -123182.656250 Penalty: 3299.820068
	Iteration 3Q: 3 clusters Score -123182.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -123261.648438 Penalty: 3299.820068
	Iteration 4Q: 3 clusters Score -123261.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -123279.875000 Penalty: 3299.820068
	Iteration 5Q: 3 clusters Score -123279.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -123305.648438 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -123305.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -123338.671875 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -123338.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -123360.445312 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -123360.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -123388.515625 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -123388.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -123402.734375 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -123402.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -123420.664062 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -123420.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -123449.437500 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -123449.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -123471.070312 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -123471.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -123476.632812 Penalty: 3299.820068
	Iteration 14Q: 3 clusters Score -123476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -123477.070312 Penalty: 3299.820068
	Iteration 15Q: 3 clusters Score -123477.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -123477.070312 Penalty: 3299.820068
	Iteration 16F: 3 clusters Score -123477.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -68093.398438 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -68093.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66732.171875 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -66732.17 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -66930.390625 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -66930.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -67000.257812 Penalty: 2961.745850
	Iteration 2Q: 3 clusters Score -67000.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -67037.203125 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -67037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -67074.140625 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -67074.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67169.007812 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -67169.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -67200.437500 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -67200.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -67208.718750 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -67208.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -67223.992188 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -67223.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -67229.296875 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -67229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -67230.250000 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -67230.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -67230.250000 Penalty: 2961.745850
	Iteration 11F: 3 clusters Score -67230.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -42439.226562 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -42439.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41296.015625 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -41296.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41500.531250 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -41500.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41577.183594 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -41577.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41601.746094 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -41601.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41616.058594 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -41616.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41623.496094 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -41623.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41646.710938 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -41646.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41657.011719 Penalty: 2824.091309
	Iteration 7Q: 3 clusters Score -41657.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -41669.054688 Penalty: 2824.091309
	Iteration 8Q: 3 clusters Score -41669.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41674.269531 Penalty: 2824.091309
	Iteration 9Q: 3 clusters Score -41674.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41676.589844 Penalty: 2824.091309
	Iteration 10Q: 3 clusters Score -41676.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41676.589844 Penalty: 2824.091309
	Iteration 11F: 3 clusters Score -41676.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Entering Unmasked Estep 
Score: -313269.250000 Penalty: 1860.131226
	Iteration 0F: 2 clusters Score -313269.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -310837.093750 Penalty: 3720.262451
	Iteration 0F: 3 clusters Score -310837.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -311522.843750 Penalty: 3720.262451
	Iteration 1F: 3 clusters Score -311522.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -311895.750000 Penalty: 3720.262451
	Iteration 2F: 3 clusters Score -311895.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -312235.750000 Penalty: 3720.262451
	Iteration 3F: 3 clusters Score -312235.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -312448.687500 Penalty: 3720.262451
	Iteration 4F: 3 clusters Score -312448.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -312561.593750 Penalty: 3720.262451
	Iteration 5Q: 3 clusters Score -312561.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -312626.750000 Penalty: 3720.262451
	Iteration 6Q: 3 clusters Score -312626.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -312659.593750 Penalty: 3720.262451
	Iteration 7Q: 3 clusters Score -312659.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -312680.093750 Penalty: 3720.262451
	Iteration 8Q: 3 clusters Score -312680.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -312700.593750 Penalty: 3720.262451
	Iteration 9Q: 3 clusters Score -312700.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -312727.812500 Penalty: 3720.262451
	Iteration 10Q: 3 clusters Score -312727.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -312749.156250 Penalty: 3720.262451
	Iteration 11Q: 3 clusters Score -312749.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -312772.937500 Penalty: 3720.262451
	Iteration 12Q: 3 clusters Score -312772.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -312787.812500 Penalty: 3720.262451
	Iteration 13Q: 3 clusters Score -312787.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -312794.562500 Penalty: 3720.262451
	Iteration 14Q: 3 clusters Score -312794.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -312809.281250 Penalty: 3720.262451
	Iteration 15Q: 3 clusters Score -312809.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -312814.750000 Penalty: 3720.262451
	Iteration 16Q: 3 clusters Score -312814.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -312819.906250 Penalty: 3720.262451
	Iteration 17Q: 3 clusters Score -312819.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -312825.750000 Penalty: 3720.262451
	Iteration 18Q: 3 clusters Score -312825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -312829.375000 Penalty: 3720.262451
	Iteration 19Q: 3 clusters Score -312829.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -312832.750000 Penalty: 3720.262451
	Iteration 20F: 3 clusters Score -312832.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -131894.421875 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -131894.4 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 371 members 
Entering Unmasked Estep 
Score: -130226.101562 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -130226.1 nChanged 186
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: -130600.531250 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -130600.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -130766.460938 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -130766.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -130940.289062 Penalty: 3279.572266
	Iteration 3F: 3 clusters Score -130940.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -131044.812500 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -131044.8 nChanged 29
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: -131155.750000 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -131155.8 nChanged 22
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: -131234.203125 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -131234.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -131280.640625 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -131280.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -131301.406250 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -131301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -131312.250000 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -131312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -131346.406250 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -131346.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131366.781250 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -131366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131386.906250 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -131386.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -131392.968750 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -131393 nChanged 4
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: -131408.140625 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -131408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131409.312500 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -131409.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131411.359375 Penalty: 3279.572266
	Iteration 16F: 3 clusters Score -131411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -131418.625000 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -131418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -131425.156250 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -131425.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131443.609375 Penalty: 3279.572266
	Iteration 19Q: 3 clusters Score -131443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -131462.703125 Penalty: 3279.572266
	Iteration 20F: 3 clusters Score -131462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -131464.953125 Penalty: 3279.572266
	Iteration 21Q: 3 clusters Score -131465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -131464.953125 Penalty: 3279.572266
	Iteration 22F: 3 clusters Score -131465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -1085175.000000 Penalty: 2141.121094
	Iteration 0F: 2 clusters Score -1085175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1080359.375000 Penalty: 4282.242188
	Iteration 0F: 3 clusters Score -1080359 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1081562.000000 Penalty: 4282.242188
	Iteration 1F: 3 clusters Score -1081562 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1081821.875000 Penalty: 4282.242188
	Iteration 2F: 3 clusters Score -1081822 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1082019.750000 Penalty: 4282.242188
	Iteration 3F: 3 clusters Score -1082020 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1082201.875000 Penalty: 4282.242188
	Iteration 4Q: 3 clusters Score -1082202 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1082377.375000 Penalty: 4282.242188
	Iteration 5Q: 3 clusters Score -1082377 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1082579.625000 Penalty: 4282.242188
	Iteration 6Q: 3 clusters Score -1082580 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1082770.250000 Penalty: 4282.242188
	Iteration 7Q: 3 clusters Score -1082770 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1082970.750000 Penalty: 4282.242188
	Iteration 8Q: 3 clusters Score -1082971 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1083151.500000 Penalty: 4282.242188
	Iteration 9Q: 3 clusters Score -1083152 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1083296.750000 Penalty: 4282.242188
	Iteration 10Q: 3 clusters Score -1083297 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1083398.875000 Penalty: 4282.242188
	Iteration 11Q: 3 clusters Score -1083399 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1083490.500000 Penalty: 4282.242188
	Iteration 12Q: 3 clusters Score -1083490 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1083562.750000 Penalty: 4282.242188
	Iteration 13Q: 3 clusters Score -1083563 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1083599.500000 Penalty: 4282.242188
	Iteration 14Q: 3 clusters Score -1083600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1083630.625000 Penalty: 4282.242188
	Iteration 15Q: 3 clusters Score -1083631 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1083656.500000 Penalty: 4282.242188
	Iteration 16Q: 3 clusters Score -1083656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1083671.250000 Penalty: 4282.242188
	Iteration 17Q: 3 clusters Score -1083671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1083693.125000 Penalty: 4282.242188
	Iteration 18Q: 3 clusters Score -1083693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1083712.750000 Penalty: 4282.242188
	Iteration 19Q: 3 clusters Score -1083713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1083734.375000 Penalty: 4282.242188
	Iteration 20F: 3 clusters Score -1083734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1083752.625000 Penalty: 4282.242188
	Iteration 21Q: 3 clusters Score -1083753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1083766.875000 Penalty: 4282.242188
	Iteration 22Q: 3 clusters Score -1083767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1083781.500000 Penalty: 4282.242188
	Iteration 23Q: 3 clusters Score -1083782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1083791.875000 Penalty: 4282.242188
	Iteration 24Q: 3 clusters Score -1083792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1083797.750000 Penalty: 4282.242188
	Iteration 25Q: 3 clusters Score -1083798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1083806.250000 Penalty: 4282.242188
	Iteration 26Q: 3 clusters Score -1083806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1083813.375000 Penalty: 4282.242188
	Iteration 27Q: 3 clusters Score -1083813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1083817.500000 Penalty: 4282.242188
	Iteration 28Q: 3 clusters Score -1083818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1083822.125000 Penalty: 4282.242188
	Iteration 29Q: 3 clusters Score -1083822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1083829.250000 Penalty: 4282.242188
	Iteration 30Q: 3 clusters Score -1083829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1083831.750000 Penalty: 4282.242188
	Iteration 31Q: 3 clusters Score -1083832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1083835.500000 Penalty: 4282.242188
	Iteration 32Q: 3 clusters Score -1083836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1083844.625000 Penalty: 4282.242188
	Iteration 33Q: 3 clusters Score -1083845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1083851.250000 Penalty: 4282.242188
	Iteration 34Q: 3 clusters Score -1083851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1083853.250000 Penalty: 4282.242188
	Iteration 35Q: 3 clusters Score -1083853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1083859.000000 Penalty: 4282.242188
	Iteration 36Q: 3 clusters Score -1083859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1083863.875000 Penalty: 4282.242188
	Iteration 37Q: 3 clusters Score -1083864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1083864.375000 Penalty: 4282.242188
	Iteration 38Q: 3 clusters Score -1083864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1083870.625000 Penalty: 4282.242188
	Iteration 39Q: 3 clusters Score -1083871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1083870.125000 Penalty: 4282.242188
	Iteration 40F: 3 clusters Score -1083870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1083870.625000 Penalty: 4282.242188
	Iteration 41Q: 3 clusters Score -1083871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1083872.750000 Penalty: 4282.242188
	Iteration 42Q: 3 clusters Score -1083873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1083875.000000 Penalty: 4282.242188
	Iteration 43Q: 3 clusters Score -1083875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1083876.250000 Penalty: 4282.242188
	Iteration 44Q: 3 clusters Score -1083876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1083878.125000 Penalty: 4282.242188
	Iteration 45Q: 3 clusters Score -1083878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1083878.125000 Penalty: 4282.242188
	Iteration 46Q: 3 clusters Score -1083878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1083878.750000 Penalty: 4282.242188
	Iteration 47Q: 3 clusters Score -1083879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1083879.250000 Penalty: 4282.242188
	Iteration 48Q: 3 clusters Score -1083879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1083878.125000 Penalty: 4282.242188
	Iteration 49Q: 3 clusters Score -1083878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1083878.625000 Penalty: 4282.242188
	Iteration 50Q: 3 clusters Score -1083879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1083878.625000 Penalty: 4282.242188
	Iteration 51F: 3 clusters Score -1083879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Entering Unmasked Estep 
Score: -1088099.250000 Penalty: 2129.413818
	Iteration 0F: 2 clusters Score -1088099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1083336.000000 Penalty: 4258.827637
	Iteration 0F: 3 clusters Score -1083336 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1084508.000000 Penalty: 4258.827637
	Iteration 1F: 3 clusters Score -1084508 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1084712.625000 Penalty: 4258.827637
	Iteration 2F: 3 clusters Score -1084713 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1084827.500000 Penalty: 4258.827637
	Iteration 3Q: 3 clusters Score -1084828 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1084891.125000 Penalty: 4258.827637
	Iteration 4Q: 3 clusters Score -1084891 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1084939.125000 Penalty: 4258.827637
	Iteration 5Q: 3 clusters Score -1084939 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1084978.875000 Penalty: 4258.827637
	Iteration 6Q: 3 clusters Score -1084979 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1085022.875000 Penalty: 4258.827637
	Iteration 7Q: 3 clusters Score -1085023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1085054.625000 Penalty: 4258.827637
	Iteration 8Q: 3 clusters Score -1085055 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1085074.000000 Penalty: 4258.827637
	Iteration 9Q: 3 clusters Score -1085074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1085086.875000 Penalty: 4258.827637
	Iteration 10Q: 3 clusters Score -1085087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1085103.000000 Penalty: 4258.827637
	Iteration 11Q: 3 clusters Score -1085103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1085124.500000 Penalty: 4258.827637
	Iteration 12Q: 3 clusters Score -1085124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1085144.750000 Penalty: 4258.827637
	Iteration 13Q: 3 clusters Score -1085145 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1085169.625000 Penalty: 4258.827637
	Iteration 14Q: 3 clusters Score -1085170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1085193.625000 Penalty: 4258.827637
	Iteration 15Q: 3 clusters Score -1085194 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1085214.875000 Penalty: 4258.827637
	Iteration 16Q: 3 clusters Score -1085215 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1085239.625000 Penalty: 4258.827637
	Iteration 17Q: 3 clusters Score -1085240 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1085263.750000 Penalty: 4258.827637
	Iteration 18Q: 3 clusters Score -1085264 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1085289.625000 Penalty: 4258.827637
	Iteration 19Q: 3 clusters Score -1085290 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1085328.625000 Penalty: 4258.827637
	Iteration 20F: 3 clusters Score -1085329 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1085371.375000 Penalty: 4258.827637
	Iteration 21Q: 3 clusters Score -1085371 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1085412.500000 Penalty: 4258.827637
	Iteration 22Q: 3 clusters Score -1085412 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1085462.000000 Penalty: 4258.827637
	Iteration 23Q: 3 clusters Score -1085462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1085517.625000 Penalty: 4258.827637
	Iteration 24Q: 3 clusters Score -1085518 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1085576.500000 Penalty: 4258.827637
	Iteration 25Q: 3 clusters Score -1085576 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1085640.750000 Penalty: 4258.827637
	Iteration 26Q: 3 clusters Score -1085641 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1085687.250000 Penalty: 4258.827637
	Iteration 27Q: 3 clusters Score -1085687 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1085733.375000 Penalty: 4258.827637
	Iteration 28Q: 3 clusters Score -1085733 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1085777.375000 Penalty: 4258.827637
	Iteration 29Q: 3 clusters Score -1085777 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1085819.750000 Penalty: 4258.827637
	Iteration 30Q: 3 clusters Score -1085820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1085862.375000 Penalty: 4258.827637
	Iteration 31Q: 3 clusters Score -1085862 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1085904.250000 Penalty: 4258.827637
	Iteration 32Q: 3 clusters Score -1085904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1085929.250000 Penalty: 4258.827637
	Iteration 33Q: 3 clusters Score -1085929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1085954.250000 Penalty: 4258.827637
	Iteration 34Q: 3 clusters Score -1085954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1085971.375000 Penalty: 4258.827637
	Iteration 35Q: 3 clusters Score -1085971 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1085992.375000 Penalty: 4258.827637
	Iteration 36Q: 3 clusters Score -1085992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1086009.750000 Penalty: 4258.827637
	Iteration 37Q: 3 clusters Score -1086010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1086026.250000 Penalty: 4258.827637
	Iteration 38Q: 3 clusters Score -1086026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1086044.875000 Penalty: 4258.827637
	Iteration 39Q: 3 clusters Score -1086045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1086054.500000 Penalty: 4258.827637
	Iteration 40F: 3 clusters Score -1086054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1086070.000000 Penalty: 4258.827637
	Iteration 41Q: 3 clusters Score -1086070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1086081.625000 Penalty: 4258.827637
	Iteration 42Q: 3 clusters Score -1086082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1086090.625000 Penalty: 4258.827637
	Iteration 43Q: 3 clusters Score -1086091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1086096.250000 Penalty: 4258.827637
	Iteration 44Q: 3 clusters Score -1086096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1086101.625000 Penalty: 4258.827637
	Iteration 45Q: 3 clusters Score -1086102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1086104.375000 Penalty: 4258.827637
	Iteration 46Q: 3 clusters Score -1086104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1086108.000000 Penalty: 4258.827637
	Iteration 47Q: 3 clusters Score -1086108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1086108.750000 Penalty: 4258.827637
	Iteration 48Q: 3 clusters Score -1086109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1086108.000000 Penalty: 4258.827637
	Iteration 49Q: 3 clusters Score -1086108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1086108.125000 Penalty: 4258.827637
	Iteration 50Q: 3 clusters Score -1086108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1086108.125000 Penalty: 4258.827637
	Iteration 51F: 3 clusters Score -1086108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Entering Unmasked Estep 
Score: -5697878.500000 Penalty: 2547.441895
	Iteration 0F: 2 clusters Score -5697878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -5679379.000000 Penalty: 5094.883789
	Iteration 0F: 3 clusters Score -5679379 nChanged 12892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -5686374.000000 Penalty: 5094.883789
	Iteration 1F: 3 clusters Score -5686374 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -5686838.000000 Penalty: 5094.883789
	Iteration 2F: 3 clusters Score -5686838 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -5687265.000000 Penalty: 5094.883789
	Iteration 3Q: 3 clusters Score -5687265 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -5687603.000000 Penalty: 5094.883789
	Iteration 4Q: 3 clusters Score -5687603 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -5687957.000000 Penalty: 5094.883789
	Iteration 5Q: 3 clusters Score -5687957 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -5688301.000000 Penalty: 5094.883789
	Iteration 6Q: 3 clusters Score -5688301 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -5688727.500000 Penalty: 5094.883789
	Iteration 7Q: 3 clusters Score -5688728 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -5689290.000000 Penalty: 5094.883789
	Iteration 8Q: 3 clusters Score -5689290 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -5689919.500000 Penalty: 5094.883789
	Iteration 9Q: 3 clusters Score -5689920 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -5690684.500000 Penalty: 5094.883789
	Iteration 10Q: 3 clusters Score -5690684 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -5691408.000000 Penalty: 5094.883789
	Iteration 11Q: 3 clusters Score -5691408 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -5692072.500000 Penalty: 5094.883789
	Iteration 12Q: 3 clusters Score -5692072 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -5692658.500000 Penalty: 5094.883789
	Iteration 13Q: 3 clusters Score -5692658 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -5693050.000000 Penalty: 5094.883789
	Iteration 14Q: 3 clusters Score -5693050 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -5693464.500000 Penalty: 5094.883789
	Iteration 15Q: 3 clusters Score -5693464 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -5693899.000000 Penalty: 5094.883789
	Iteration 16Q: 3 clusters Score -5693899 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -5694273.500000 Penalty: 5094.883789
	Iteration 17Q: 3 clusters Score -5694274 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -5694507.500000 Penalty: 5094.883789
	Iteration 18Q: 3 clusters Score -5694508 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -5694708.500000 Penalty: 5094.883789
	Iteration 19Q: 3 clusters Score -5694708 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -5694815.500000 Penalty: 5094.883789
	Iteration 20F: 3 clusters Score -5694816 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -5694982.000000 Penalty: 5094.883789
	Iteration 21Q: 3 clusters Score -5694982 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -5695094.000000 Penalty: 5094.883789
	Iteration 22Q: 3 clusters Score -5695094 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -5695199.000000 Penalty: 5094.883789
	Iteration 23Q: 3 clusters Score -5695199 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -5695296.000000 Penalty: 5094.883789
	Iteration 24Q: 3 clusters Score -5695296 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -5695365.500000 Penalty: 5094.883789
	Iteration 25Q: 3 clusters Score -5695366 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -5695430.000000 Penalty: 5094.883789
	Iteration 26Q: 3 clusters Score -5695430 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -5695496.500000 Penalty: 5094.883789
	Iteration 27Q: 3 clusters Score -5695496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -5695521.500000 Penalty: 5094.883789
	Iteration 28Q: 3 clusters Score -5695522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -5695556.000000 Penalty: 5094.883789
	Iteration 29Q: 3 clusters Score -5695556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -5695579.000000 Penalty: 5094.883789
	Iteration 30Q: 3 clusters Score -5695579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -5695590.000000 Penalty: 5094.883789
	Iteration 31Q: 3 clusters Score -5695590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -5695593.500000 Penalty: 5094.883789
	Iteration 32Q: 3 clusters Score -5695594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -5695604.500000 Penalty: 5094.883789
	Iteration 33Q: 3 clusters Score -5695604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -5695608.000000 Penalty: 5094.883789
	Iteration 34Q: 3 clusters Score -5695608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -5695629.000000 Penalty: 5094.883789
	Iteration 35Q: 3 clusters Score -5695629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -5695631.000000 Penalty: 5094.883789
	Iteration 36Q: 3 clusters Score -5695631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5695644.000000 Penalty: 5094.883789
	Iteration 37Q: 3 clusters Score -5695644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -5695650.000000 Penalty: 5094.883789
	Iteration 38Q: 3 clusters Score -5695650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -5695657.000000 Penalty: 5094.883789
	Iteration 39Q: 3 clusters Score -5695657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -5695656.500000 Penalty: 5094.883789
	Iteration 40F: 3 clusters Score -5695656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -5695652.500000 Penalty: 5094.883789
	Iteration 41Q: 3 clusters Score -5695652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -5695664.000000 Penalty: 5094.883789
	Iteration 42Q: 3 clusters Score -5695664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -5695669.000000 Penalty: 5094.883789
	Iteration 43Q: 3 clusters Score -5695669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -5695671.000000 Penalty: 5094.883789
	Iteration 44Q: 3 clusters Score -5695671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -5695674.500000 Penalty: 5094.883789
	Iteration 45Q: 3 clusters Score -5695674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -5695682.000000 Penalty: 5094.883789
	Iteration 46Q: 3 clusters Score -5695682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -5695685.000000 Penalty: 5094.883789
	Iteration 47Q: 3 clusters Score -5695685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -5695696.500000 Penalty: 5094.883789
	Iteration 48Q: 3 clusters Score -5695696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -5695708.000000 Penalty: 5094.883789
	Iteration 49Q: 3 clusters Score -5695708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -5695718.500000 Penalty: 5094.883789
	Iteration 50Q: 3 clusters Score -5695718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -5695717.500000 Penalty: 5094.883789
	Iteration 51Q: 3 clusters Score -5695718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -5695722.500000 Penalty: 5094.883789
	Iteration 52Q: 3 clusters Score -5695722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -5695719.500000 Penalty: 5094.883789
	Iteration 53Q: 3 clusters Score -5695720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -5695727.500000 Penalty: 5094.883789
	Iteration 54Q: 3 clusters Score -5695728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -5695732.500000 Penalty: 5094.883789
	Iteration 55Q: 3 clusters Score -5695732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -5695739.500000 Penalty: 5094.883789
	Iteration 56Q: 3 clusters Score -5695740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -5695743.500000 Penalty: 5094.883789
	Iteration 57Q: 3 clusters Score -5695744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -5695743.500000 Penalty: 5094.883789
	Iteration 58Q: 3 clusters Score -5695744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -5695752.500000 Penalty: 5094.883789
	Iteration 59Q: 3 clusters Score -5695752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -5695759.000000 Penalty: 5094.883789
	Iteration 60F: 3 clusters Score -5695759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5695761.500000 Penalty: 5094.883789
	Iteration 61Q: 3 clusters Score -5695762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -5695758.500000 Penalty: 5094.883789
	Iteration 62Q: 3 clusters Score -5695758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -5695759.000000 Penalty: 5094.883789
	Iteration 63Q: 3 clusters Score -5695759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -5695759.000000 Penalty: 5094.883789
	Iteration 64F: 3 clusters Score -5695759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -37145.773438 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -37145.77 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 180 members 
Entering Unmasked Estep 
Score: -35932.984375 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -35932.98 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36222.972656 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -36222.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36363.273438 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -36363.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36438.437500 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -36438.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36493.148438 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -36493.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36562.835938 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -36562.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36622.406250 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -36622.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36647.414062 Penalty: 2888.230713
	Iteration 7Q: 3 clusters Score -36647.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36650.058594 Penalty: 2888.230713
	Iteration 8Q: 3 clusters Score -36650.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36650.058594 Penalty: 2888.230713
	Iteration 9F: 3 clusters Score -36650.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -61986.804688 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -61986.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60727.746094 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -60727.75 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60902.480469 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -60902.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60969.507812 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -60969.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -61048.164062 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -61048.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -61101.171875 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -61101.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -61126.230469 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -61126.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -61136.082031 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -61136.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -61145.035156 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -61145.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -61151.078125 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -61151.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -61152.015625 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -61152.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -61152.015625 Penalty: 2993.598877
	Iteration 10F: 3 clusters Score -61152.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Entering Unmasked Estep 
Score: -3349343.250000 Penalty: 2393.363037
	Iteration 0F: 2 clusters Score -3349343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3339031.250000 Penalty: 4786.726074
	Iteration 0F: 3 clusters Score -3339031 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3342615.000000 Penalty: 4786.726074
	Iteration 1F: 3 clusters Score -3342615 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -3342976.250000 Penalty: 4786.726074
	Iteration 2F: 3 clusters Score -3342976 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3343225.000000 Penalty: 4786.726074
	Iteration 3Q: 3 clusters Score -3343225 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3343443.500000 Penalty: 4786.726074
	Iteration 4Q: 3 clusters Score -3343444 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3343666.000000 Penalty: 4786.726074
	Iteration 5Q: 3 clusters Score -3343666 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3343845.250000 Penalty: 4786.726074
	Iteration 6Q: 3 clusters Score -3343845 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3343999.500000 Penalty: 4786.726074
	Iteration 7Q: 3 clusters Score -3344000 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -3344147.000000 Penalty: 4786.726074
	Iteration 8Q: 3 clusters Score -3344147 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3344315.750000 Penalty: 4786.726074
	Iteration 9Q: 3 clusters Score -3344316 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3344501.750000 Penalty: 4786.726074
	Iteration 10Q: 3 clusters Score -3344502 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3344742.250000 Penalty: 4786.726074
	Iteration 11Q: 3 clusters Score -3344742 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3344986.750000 Penalty: 4786.726074
	Iteration 12Q: 3 clusters Score -3344987 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3345269.000000 Penalty: 4786.726074
	Iteration 13Q: 3 clusters Score -3345269 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3345638.000000 Penalty: 4786.726074
	Iteration 14Q: 3 clusters Score -3345638 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3345974.250000 Penalty: 4786.726074
	Iteration 15Q: 3 clusters Score -3345974 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3346198.000000 Penalty: 4786.726074
	Iteration 16Q: 3 clusters Score -3346198 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3346387.250000 Penalty: 4786.726074
	Iteration 17Q: 3 clusters Score -3346387 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3346519.500000 Penalty: 4786.726074
	Iteration 18Q: 3 clusters Score -3346520 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3346602.000000 Penalty: 4786.726074
	Iteration 19Q: 3 clusters Score -3346602 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -3346633.750000 Penalty: 4786.726074
	Iteration 20F: 3 clusters Score -3346634 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3346680.750000 Penalty: 4786.726074
	Iteration 21Q: 3 clusters Score -3346681 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3346720.500000 Penalty: 4786.726074
	Iteration 22Q: 3 clusters Score -3346720 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -3346779.000000 Penalty: 4786.726074
	Iteration 23Q: 3 clusters Score -3346779 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3346838.500000 Penalty: 4786.726074
	Iteration 24Q: 3 clusters Score -3346838 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3346908.500000 Penalty: 4786.726074
	Iteration 25Q: 3 clusters Score -3346908 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3346964.500000 Penalty: 4786.726074
	Iteration 26Q: 3 clusters Score -3346964 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3346991.000000 Penalty: 4786.726074
	Iteration 27Q: 3 clusters Score -3346991 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3347024.000000 Penalty: 4786.726074
	Iteration 28Q: 3 clusters Score -3347024 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -3347029.000000 Penalty: 4786.726074
	Iteration 29Q: 3 clusters Score -3347029 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3347066.000000 Penalty: 4786.726074
	Iteration 30Q: 3 clusters Score -3347066 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3347060.000000 Penalty: 4786.726074
	Iteration 31Q: 3 clusters Score -3347060 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3347121.750000 Penalty: 4786.726074
	Iteration 32Q: 3 clusters Score -3347122 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3347178.000000 Penalty: 4786.726074
	Iteration 33Q: 3 clusters Score -3347178 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3347216.250000 Penalty: 4786.726074
	Iteration 34Q: 3 clusters Score -3347216 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3347245.750000 Penalty: 4786.726074
	Iteration 35Q: 3 clusters Score -3347246 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3347278.500000 Penalty: 4786.726074
	Iteration 36Q: 3 clusters Score -3347278 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3347302.250000 Penalty: 4786.726074
	Iteration 37Q: 3 clusters Score -3347302 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3347341.500000 Penalty: 4786.726074
	Iteration 38Q: 3 clusters Score -3347342 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3347340.750000 Penalty: 4786.726074
	Iteration 39Q: 3 clusters Score -3347341 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3347371.000000 Penalty: 4786.726074
	Iteration 40F: 3 clusters Score -3347371 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3347403.000000 Penalty: 4786.726074
	Iteration 41Q: 3 clusters Score -3347403 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3347427.250000 Penalty: 4786.726074
	Iteration 42Q: 3 clusters Score -3347427 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3347450.250000 Penalty: 4786.726074
	Iteration 43Q: 3 clusters Score -3347450 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3347485.250000 Penalty: 4786.726074
	Iteration 44Q: 3 clusters Score -3347485 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3347510.500000 Penalty: 4786.726074
	Iteration 45Q: 3 clusters Score -3347510 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3347526.750000 Penalty: 4786.726074
	Iteration 46Q: 3 clusters Score -3347527 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -3347543.750000 Penalty: 4786.726074
	Iteration 47Q: 3 clusters Score -3347544 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3347573.500000 Penalty: 4786.726074
	Iteration 48Q: 3 clusters Score -3347574 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3347599.250000 Penalty: 4786.726074
	Iteration 49Q: 3 clusters Score -3347599 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3347616.000000 Penalty: 4786.726074
	Iteration 50Q: 3 clusters Score -3347616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3347625.500000 Penalty: 4786.726074
	Iteration 51Q: 3 clusters Score -3347626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -3347617.250000 Penalty: 4786.726074
	Iteration 52Q: 3 clusters Score -3347617 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3347605.750000 Penalty: 4786.726074
	Iteration 53Q: 3 clusters Score -3347606 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3347612.000000 Penalty: 4786.726074
	Iteration 54Q: 3 clusters Score -3347612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3347612.000000 Penalty: 4786.726074
	Iteration 55Q: 3 clusters Score -3347612 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3347606.000000 Penalty: 4786.726074
	Iteration 56Q: 3 clusters Score -3347606 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3347571.000000 Penalty: 4786.726074
	Iteration 57Q: 3 clusters Score -3347571 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3347571.000000 Penalty: 4786.726074
	Iteration 58Q: 3 clusters Score -3347571 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3347552.750000 Penalty: 4786.726074
	Iteration 59Q: 3 clusters Score -3347553 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3347548.250000 Penalty: 4786.726074
	Iteration 60F: 3 clusters Score -3347548 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3347553.250000 Penalty: 4786.726074
	Iteration 61Q: 3 clusters Score -3347553 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3347524.750000 Penalty: 4786.726074
	Iteration 62Q: 3 clusters Score -3347525 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3347532.500000 Penalty: 4786.726074
	Iteration 63Q: 3 clusters Score -3347532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3347514.750000 Penalty: 4786.726074
	Iteration 64Q: 3 clusters Score -3347515 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3347512.000000 Penalty: 4786.726074
	Iteration 65Q: 3 clusters Score -3347512 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -3347505.750000 Penalty: 4786.726074
	Iteration 66Q: 3 clusters Score -3347506 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3347496.500000 Penalty: 4786.726074
	Iteration 67Q: 3 clusters Score -3347496 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3347503.750000 Penalty: 4786.726074
	Iteration 68Q: 3 clusters Score -3347504 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3347499.750000 Penalty: 4786.726074
	Iteration 69Q: 3 clusters Score -3347500 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3347499.000000 Penalty: 4786.726074
	Iteration 70Q: 3 clusters Score -3347499 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3347531.000000 Penalty: 4786.726074
	Iteration 71Q: 3 clusters Score -3347531 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3347527.250000 Penalty: 4786.726074
	Iteration 72Q: 3 clusters Score -3347527 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3347560.750000 Penalty: 4786.726074
	Iteration 73Q: 3 clusters Score -3347561 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3347559.000000 Penalty: 4786.726074
	Iteration 74Q: 3 clusters Score -3347559 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3347556.000000 Penalty: 4786.726074
	Iteration 75Q: 3 clusters Score -3347556 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3347583.000000 Penalty: 4786.726074
	Iteration 76Q: 3 clusters Score -3347583 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3347577.250000 Penalty: 4786.726074
	Iteration 77Q: 3 clusters Score -3347577 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3347565.750000 Penalty: 4786.726074
	Iteration 78Q: 3 clusters Score -3347566 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3347537.250000 Penalty: 4786.726074
	Iteration 79Q: 3 clusters Score -3347537 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3347526.500000 Penalty: 4786.726074
	Iteration 80F: 3 clusters Score -3347526 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3347497.750000 Penalty: 4786.726074
	Iteration 81Q: 3 clusters Score -3347498 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3347477.000000 Penalty: 4786.726074
	Iteration 82Q: 3 clusters Score -3347477 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3347454.500000 Penalty: 4786.726074
	Iteration 83Q: 3 clusters Score -3347454 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3347447.250000 Penalty: 4786.726074
	Iteration 84Q: 3 clusters Score -3347447 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3347421.500000 Penalty: 4786.726074
	Iteration 85Q: 3 clusters Score -3347422 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -3347404.250000 Penalty: 4786.726074
	Iteration 86Q: 3 clusters Score -3347404 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -3347361.000000 Penalty: 4786.726074
	Iteration 87Q: 3 clusters Score -3347361 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3347326.500000 Penalty: 4786.726074
	Iteration 88Q: 3 clusters Score -3347326 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3347318.750000 Penalty: 4786.726074
	Iteration 89Q: 3 clusters Score -3347319 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3347294.000000 Penalty: 4786.726074
	Iteration 90Q: 3 clusters Score -3347294 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3347312.750000 Penalty: 4786.726074
	Iteration 91Q: 3 clusters Score -3347313 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3347357.250000 Penalty: 4786.726074
	Iteration 92Q: 3 clusters Score -3347357 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3347364.750000 Penalty: 4786.726074
	Iteration 93Q: 3 clusters Score -3347365 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3347399.750000 Penalty: 4786.726074
	Iteration 94Q: 3 clusters Score -3347400 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3347421.250000 Penalty: 4786.726074
	Iteration 95Q: 3 clusters Score -3347421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3347449.250000 Penalty: 4786.726074
	Iteration 96Q: 3 clusters Score -3347449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3347462.000000 Penalty: 4786.726074
	Iteration 97Q: 3 clusters Score -3347462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3347449.250000 Penalty: 4786.726074
	Iteration 98Q: 3 clusters Score -3347449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3347463.000000 Penalty: 4786.726074
	Iteration 99Q: 3 clusters Score -3347463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3347474.000000 Penalty: 4786.726074
	Iteration 100F: 3 clusters Score -3347474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3347474.250000 Penalty: 4786.726074
	Iteration 101Q: 3 clusters Score -3347474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3347468.250000 Penalty: 4786.726074
	Iteration 102Q: 3 clusters Score -3347468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3347468.000000 Penalty: 4786.726074
	Iteration 103Q: 3 clusters Score -3347468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3347473.250000 Penalty: 4786.726074
	Iteration 104Q: 3 clusters Score -3347473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3347473.750000 Penalty: 4786.726074
	Iteration 105Q: 3 clusters Score -3347474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3347478.500000 Penalty: 4786.726074
	Iteration 106Q: 3 clusters Score -3347478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3347481.750000 Penalty: 4786.726074
	Iteration 107Q: 3 clusters Score -3347482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3347478.750000 Penalty: 4786.726074
	Iteration 108Q: 3 clusters Score -3347479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3347480.500000 Penalty: 4786.726074
	Iteration 109Q: 3 clusters Score -3347480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3347483.750000 Penalty: 4786.726074
	Iteration 110Q: 3 clusters Score -3347484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3347483.250000 Penalty: 4786.726074
	Iteration 111Q: 3 clusters Score -3347483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3347487.250000 Penalty: 4786.726074
	Iteration 112Q: 3 clusters Score -3347487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3347476.250000 Penalty: 4786.726074
	Iteration 113Q: 3 clusters Score -3347476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3347480.000000 Penalty: 4786.726074
	Iteration 114Q: 3 clusters Score -3347480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3347467.250000 Penalty: 4786.726074
	Iteration 115Q: 3 clusters Score -3347467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3347473.000000 Penalty: 4786.726074
	Iteration 116Q: 3 clusters Score -3347473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3347476.500000 Penalty: 4786.726074
	Iteration 117Q: 3 clusters Score -3347476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3347472.750000 Penalty: 4786.726074
	Iteration 118Q: 3 clusters Score -3347473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3347473.500000 Penalty: 4786.726074
	Iteration 119Q: 3 clusters Score -3347474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3347473.500000 Penalty: 4786.726074
	Iteration 120F: 3 clusters Score -3347474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -131776.906250 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -131776.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -130095.250000 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -130095.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -130354.468750 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -130354.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -130475.054688 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -130475.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -130571.718750 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -130571.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -130635.695312 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -130635.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -130704.039062 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -130704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -130740.929688 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -130740.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -130761.085938 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -130761.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -130771.250000 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -130771.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -130791.429688 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -130791.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -130830.929688 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -130830.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -130862.515625 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -130862.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -130899.351562 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -130899.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -130910.242188 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -130910.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -130925.656250 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -130925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -130940.234375 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -130940.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -130955.578125 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -130955.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -130964.570312 Penalty: 3277.568359
	Iteration 17Q: 3 clusters Score -130964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -130967.007812 Penalty: 3277.568359
	Iteration 18Q: 3 clusters Score -130967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -130967.007812 Penalty: 3277.568359
	Iteration 19F: 3 clusters Score -130967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Entering Unmasked Estep 
Score: -1629596.250000 Penalty: 2226.113037
	Iteration 0F: 2 clusters Score -1629596 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 3906 members 
Entering Unmasked Estep 
Score: -1623178.625000 Penalty: 4452.226074
	Iteration 0F: 3 clusters Score -1623179 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1624950.750000 Penalty: 4452.226074
	Iteration 1F: 3 clusters Score -1624951 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1625243.500000 Penalty: 4452.226074
	Iteration 2F: 3 clusters Score -1625244 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1625456.250000 Penalty: 4452.226074
	Iteration 3F: 3 clusters Score -1625456 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1625642.500000 Penalty: 4452.226074
	Iteration 4Q: 3 clusters Score -1625642 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1625782.875000 Penalty: 4452.226074
	Iteration 5Q: 3 clusters Score -1625783 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1625919.625000 Penalty: 4452.226074
	Iteration 6Q: 3 clusters Score -1625920 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1626062.875000 Penalty: 4452.226074
	Iteration 7Q: 3 clusters Score -1626063 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1626189.375000 Penalty: 4452.226074
	Iteration 8Q: 3 clusters Score -1626189 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1626315.500000 Penalty: 4452.226074
	Iteration 9Q: 3 clusters Score -1626316 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1626451.125000 Penalty: 4452.226074
	Iteration 10Q: 3 clusters Score -1626451 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1626618.875000 Penalty: 4452.226074
	Iteration 11Q: 3 clusters Score -1626619 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1626777.000000 Penalty: 4452.226074
	Iteration 12Q: 3 clusters Score -1626777 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1626934.750000 Penalty: 4452.226074
	Iteration 13Q: 3 clusters Score -1626935 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1627085.750000 Penalty: 4452.226074
	Iteration 14Q: 3 clusters Score -1627086 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1627229.500000 Penalty: 4452.226074
	Iteration 15Q: 3 clusters Score -1627230 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1627374.750000 Penalty: 4452.226074
	Iteration 16Q: 3 clusters Score -1627375 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1627503.750000 Penalty: 4452.226074
	Iteration 17Q: 3 clusters Score -1627504 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1627612.375000 Penalty: 4452.226074
	Iteration 18Q: 3 clusters Score -1627612 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1627690.375000 Penalty: 4452.226074
	Iteration 19Q: 3 clusters Score -1627690 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1627751.875000 Penalty: 4452.226074
	Iteration 20F: 3 clusters Score -1627752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1627794.750000 Penalty: 4452.226074
	Iteration 21Q: 3 clusters Score -1627795 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1627833.875000 Penalty: 4452.226074
	Iteration 22Q: 3 clusters Score -1627834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1627864.375000 Penalty: 4452.226074
	Iteration 23Q: 3 clusters Score -1627864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1627883.500000 Penalty: 4452.226074
	Iteration 24Q: 3 clusters Score -1627884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1627901.625000 Penalty: 4452.226074
	Iteration 25Q: 3 clusters Score -1627902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1627917.000000 Penalty: 4452.226074
	Iteration 26Q: 3 clusters Score -1627917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1627927.500000 Penalty: 4452.226074
	Iteration 27Q: 3 clusters Score -1627928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1627933.250000 Penalty: 4452.226074
	Iteration 28Q: 3 clusters Score -1627933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1627937.750000 Penalty: 4452.226074
	Iteration 29Q: 3 clusters Score -1627938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1627940.375000 Penalty: 4452.226074
	Iteration 30Q: 3 clusters Score -1627940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1627943.000000 Penalty: 4452.226074
	Iteration 31Q: 3 clusters Score -1627943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1627945.625000 Penalty: 4452.226074
	Iteration 32Q: 3 clusters Score -1627946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1627945.500000 Penalty: 4452.226074
	Iteration 33Q: 3 clusters Score -1627946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1627946.500000 Penalty: 4452.226074
	Iteration 34Q: 3 clusters Score -1627946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1627946.500000 Penalty: 4452.226074
	Iteration 35F: 3 clusters Score -1627946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Entering Unmasked Estep 
Score: -7352704.000000 Penalty: 2621.011475
	Iteration 0F: 2 clusters Score -7352704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -7326502.000000 Penalty: 5242.022949
	Iteration 0F: 3 clusters Score -7326502 nChanged 17798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -7336301.500000 Penalty: 5242.022949
	Iteration 1F: 3 clusters Score -7336302 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -7336905.500000 Penalty: 5242.022949
	Iteration 2Q: 3 clusters Score -7336906 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -7337630.000000 Penalty: 5242.022949
	Iteration 3Q: 3 clusters Score -7337630 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -7338518.500000 Penalty: 5242.022949
	Iteration 4F: 3 clusters Score -7338518 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -7339672.000000 Penalty: 5242.022949
	Iteration 5F: 3 clusters Score -7339672 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -7341160.500000 Penalty: 5242.022949
	Iteration 6F: 3 clusters Score -7341160 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -7343116.500000 Penalty: 5242.022949
	Iteration 7F: 3 clusters Score -7343116 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -7345227.000000 Penalty: 5242.022949
	Iteration 8F: 3 clusters Score -7345227 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -7347165.500000 Penalty: 5242.022949
	Iteration 9F: 3 clusters Score -7347166 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -7348590.000000 Penalty: 5242.022949
	Iteration 10Q: 3 clusters Score -7348590 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7349372.000000 Penalty: 5242.022949
	Iteration 11Q: 3 clusters Score -7349372 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7349796.500000 Penalty: 5242.022949
	Iteration 12Q: 3 clusters Score -7349796 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7350055.500000 Penalty: 5242.022949
	Iteration 13Q: 3 clusters Score -7350056 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7350222.500000 Penalty: 5242.022949
	Iteration 14Q: 3 clusters Score -7350222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7350309.000000 Penalty: 5242.022949
	Iteration 15Q: 3 clusters Score -7350309 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7350373.000000 Penalty: 5242.022949
	Iteration 16Q: 3 clusters Score -7350373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7350392.000000 Penalty: 5242.022949
	Iteration 17Q: 3 clusters Score -7350392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7350410.500000 Penalty: 5242.022949
	Iteration 18Q: 3 clusters Score -7350410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7350420.000000 Penalty: 5242.022949
	Iteration 19Q: 3 clusters Score -7350420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7350426.500000 Penalty: 5242.022949
	Iteration 20F: 3 clusters Score -7350426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7350428.000000 Penalty: 5242.022949
	Iteration 21Q: 3 clusters Score -7350428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7350438.000000 Penalty: 5242.022949
	Iteration 22Q: 3 clusters Score -7350438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7350438.000000 Penalty: 5242.022949
	Iteration 23Q: 3 clusters Score -7350438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7350446.500000 Penalty: 5242.022949
	Iteration 24Q: 3 clusters Score -7350446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7350446.000000 Penalty: 5242.022949
	Iteration 25Q: 3 clusters Score -7350446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7350468.000000 Penalty: 5242.022949
	Iteration 26Q: 3 clusters Score -7350468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7350471.500000 Penalty: 5242.022949
	Iteration 27Q: 3 clusters Score -7350472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7350479.000000 Penalty: 5242.022949
	Iteration 28Q: 3 clusters Score -7350479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7350482.000000 Penalty: 5242.022949
	Iteration 29Q: 3 clusters Score -7350482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7350480.000000 Penalty: 5242.022949
	Iteration 30Q: 3 clusters Score -7350480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7350486.000000 Penalty: 5242.022949
	Iteration 31Q: 3 clusters Score -7350486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7350492.000000 Penalty: 5242.022949
	Iteration 32Q: 3 clusters Score -7350492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7350493.500000 Penalty: 5242.022949
	Iteration 33Q: 3 clusters Score -7350494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7350493.500000 Penalty: 5242.022949
	Iteration 34Q: 3 clusters Score -7350494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7350493.500000 Penalty: 5242.022949
	Iteration 35F: 3 clusters Score -7350494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Entering Unmasked Estep 
Score: -1515283.500000 Penalty: 2233.583984
	Iteration 0F: 2 clusters Score -1515284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1508723.125000 Penalty: 4467.167969
	Iteration 0F: 3 clusters Score -1508723 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1510524.500000 Penalty: 4467.167969
	Iteration 1F: 3 clusters Score -1510524 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1510859.625000 Penalty: 4467.167969
	Iteration 2F: 3 clusters Score -1510860 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1511076.375000 Penalty: 4467.167969
	Iteration 3F: 3 clusters Score -1511076 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1511231.625000 Penalty: 4467.167969
	Iteration 4Q: 3 clusters Score -1511232 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1511340.625000 Penalty: 4467.167969
	Iteration 5Q: 3 clusters Score -1511341 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1511436.750000 Penalty: 4467.167969
	Iteration 6Q: 3 clusters Score -1511437 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1511544.250000 Penalty: 4467.167969
	Iteration 7Q: 3 clusters Score -1511544 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1511662.250000 Penalty: 4467.167969
	Iteration 8Q: 3 clusters Score -1511662 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1511762.750000 Penalty: 4467.167969
	Iteration 9Q: 3 clusters Score -1511763 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1511842.500000 Penalty: 4467.167969
	Iteration 10Q: 3 clusters Score -1511842 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1511906.875000 Penalty: 4467.167969
	Iteration 11Q: 3 clusters Score -1511907 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1511958.750000 Penalty: 4467.167969
	Iteration 12Q: 3 clusters Score -1511959 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1512033.000000 Penalty: 4467.167969
	Iteration 13Q: 3 clusters Score -1512033 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1512089.375000 Penalty: 4467.167969
	Iteration 14Q: 3 clusters Score -1512089 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1512140.625000 Penalty: 4467.167969
	Iteration 15Q: 3 clusters Score -1512141 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1512189.875000 Penalty: 4467.167969
	Iteration 16Q: 3 clusters Score -1512190 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1512235.250000 Penalty: 4467.167969
	Iteration 17Q: 3 clusters Score -1512235 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1512270.875000 Penalty: 4467.167969
	Iteration 18Q: 3 clusters Score -1512271 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1512314.000000 Penalty: 4467.167969
	Iteration 19Q: 3 clusters Score -1512314 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1512347.000000 Penalty: 4467.167969
	Iteration 20F: 3 clusters Score -1512347 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1512377.500000 Penalty: 4467.167969
	Iteration 21Q: 3 clusters Score -1512378 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1512399.875000 Penalty: 4467.167969
	Iteration 22Q: 3 clusters Score -1512400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1512434.500000 Penalty: 4467.167969
	Iteration 23Q: 3 clusters Score -1512434 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1512464.625000 Penalty: 4467.167969
	Iteration 24Q: 3 clusters Score -1512465 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1512482.000000 Penalty: 4467.167969
	Iteration 25Q: 3 clusters Score -1512482 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1512513.125000 Penalty: 4467.167969
	Iteration 26Q: 3 clusters Score -1512513 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1512531.375000 Penalty: 4467.167969
	Iteration 27Q: 3 clusters Score -1512531 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1512565.250000 Penalty: 4467.167969
	Iteration 28Q: 3 clusters Score -1512565 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1512600.000000 Penalty: 4467.167969
	Iteration 29Q: 3 clusters Score -1512600 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1512627.750000 Penalty: 4467.167969
	Iteration 30Q: 3 clusters Score -1512628 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1512670.750000 Penalty: 4467.167969
	Iteration 31Q: 3 clusters Score -1512671 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1512706.125000 Penalty: 4467.167969
	Iteration 32Q: 3 clusters Score -1512706 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1512750.750000 Penalty: 4467.167969
	Iteration 33Q: 3 clusters Score -1512751 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1512798.250000 Penalty: 4467.167969
	Iteration 34Q: 3 clusters Score -1512798 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1512842.875000 Penalty: 4467.167969
	Iteration 35Q: 3 clusters Score -1512843 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1512888.625000 Penalty: 4467.167969
	Iteration 36Q: 3 clusters Score -1512889 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1512938.750000 Penalty: 4467.167969
	Iteration 37Q: 3 clusters Score -1512939 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1512993.000000 Penalty: 4467.167969
	Iteration 38Q: 3 clusters Score -1512993 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1513035.000000 Penalty: 4467.167969
	Iteration 39Q: 3 clusters Score -1513035 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1513083.125000 Penalty: 4467.167969
	Iteration 40F: 3 clusters Score -1513083 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1513129.125000 Penalty: 4467.167969
	Iteration 41Q: 3 clusters Score -1513129 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1513186.125000 Penalty: 4467.167969
	Iteration 42Q: 3 clusters Score -1513186 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1513229.000000 Penalty: 4467.167969
	Iteration 43Q: 3 clusters Score -1513229 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1513267.000000 Penalty: 4467.167969
	Iteration 44Q: 3 clusters Score -1513267 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1513306.750000 Penalty: 4467.167969
	Iteration 45Q: 3 clusters Score -1513307 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1513352.375000 Penalty: 4467.167969
	Iteration 46Q: 3 clusters Score -1513352 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1513392.875000 Penalty: 4467.167969
	Iteration 47Q: 3 clusters Score -1513393 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1513417.125000 Penalty: 4467.167969
	Iteration 48Q: 3 clusters Score -1513417 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1513457.500000 Penalty: 4467.167969
	Iteration 49Q: 3 clusters Score -1513458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1513488.250000 Penalty: 4467.167969
	Iteration 50Q: 3 clusters Score -1513488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1513505.000000 Penalty: 4467.167969
	Iteration 51Q: 3 clusters Score -1513505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1513517.375000 Penalty: 4467.167969
	Iteration 52Q: 3 clusters Score -1513517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1513529.375000 Penalty: 4467.167969
	Iteration 53Q: 3 clusters Score -1513529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1513542.125000 Penalty: 4467.167969
	Iteration 54Q: 3 clusters Score -1513542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1513552.875000 Penalty: 4467.167969
	Iteration 55Q: 3 clusters Score -1513553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1513566.250000 Penalty: 4467.167969
	Iteration 56Q: 3 clusters Score -1513566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1513575.625000 Penalty: 4467.167969
	Iteration 57Q: 3 clusters Score -1513576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1513586.000000 Penalty: 4467.167969
	Iteration 58Q: 3 clusters Score -1513586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1513600.125000 Penalty: 4467.167969
	Iteration 59Q: 3 clusters Score -1513600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1513609.875000 Penalty: 4467.167969
	Iteration 60F: 3 clusters Score -1513610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1513615.125000 Penalty: 4467.167969
	Iteration 61Q: 3 clusters Score -1513615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1513624.375000 Penalty: 4467.167969
	Iteration 62Q: 3 clusters Score -1513624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1513639.750000 Penalty: 4467.167969
	Iteration 63Q: 3 clusters Score -1513640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1513644.500000 Penalty: 4467.167969
	Iteration 64Q: 3 clusters Score -1513644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1513658.375000 Penalty: 4467.167969
	Iteration 65Q: 3 clusters Score -1513658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1513664.875000 Penalty: 4467.167969
	Iteration 66Q: 3 clusters Score -1513665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1513672.625000 Penalty: 4467.167969
	Iteration 67Q: 3 clusters Score -1513673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1513676.875000 Penalty: 4467.167969
	Iteration 68Q: 3 clusters Score -1513677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1513682.750000 Penalty: 4467.167969
	Iteration 69Q: 3 clusters Score -1513683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1513687.875000 Penalty: 4467.167969
	Iteration 70Q: 3 clusters Score -1513688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1513693.750000 Penalty: 4467.167969
	Iteration 71Q: 3 clusters Score -1513694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1513702.500000 Penalty: 4467.167969
	Iteration 72Q: 3 clusters Score -1513702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1513714.125000 Penalty: 4467.167969
	Iteration 73Q: 3 clusters Score -1513714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1513724.000000 Penalty: 4467.167969
	Iteration 74Q: 3 clusters Score -1513724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1513732.375000 Penalty: 4467.167969
	Iteration 75Q: 3 clusters Score -1513732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1513739.250000 Penalty: 4467.167969
	Iteration 76Q: 3 clusters Score -1513739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1513740.750000 Penalty: 4467.167969
	Iteration 77Q: 3 clusters Score -1513741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1513745.375000 Penalty: 4467.167969
	Iteration 78Q: 3 clusters Score -1513745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1513751.750000 Penalty: 4467.167969
	Iteration 79Q: 3 clusters Score -1513752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1513757.500000 Penalty: 4467.167969
	Iteration 80F: 3 clusters Score -1513758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1513762.125000 Penalty: 4467.167969
	Iteration 81Q: 3 clusters Score -1513762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1513766.375000 Penalty: 4467.167969
	Iteration 82Q: 3 clusters Score -1513766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1513769.000000 Penalty: 4467.167969
	Iteration 83Q: 3 clusters Score -1513769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1513772.125000 Penalty: 4467.167969
	Iteration 84Q: 3 clusters Score -1513772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1513776.000000 Penalty: 4467.167969
	Iteration 85Q: 3 clusters Score -1513776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1513778.125000 Penalty: 4467.167969
	Iteration 86Q: 3 clusters Score -1513778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1513779.875000 Penalty: 4467.167969
	Iteration 87Q: 3 clusters Score -1513780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1513781.250000 Penalty: 4467.167969
	Iteration 88Q: 3 clusters Score -1513781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1513781.000000 Penalty: 4467.167969
	Iteration 89Q: 3 clusters Score -1513781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1513782.500000 Penalty: 4467.167969
	Iteration 90Q: 3 clusters Score -1513782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1513782.500000 Penalty: 4467.167969
	Iteration 91F: 3 clusters Score -1513782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -51947.734375 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -51947.73 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 201 members 
Entering Unmasked Estep 
Score: -50666.000000 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -50666 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50921.589844 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -50921.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51011.152344 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -51011.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51054.488281 Penalty: 2960.479004
	Iteration 3Q: 3 clusters Score -51054.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51073.820312 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -51073.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51077.910156 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -51077.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51080.863281 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -51080.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51082.324219 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -51082.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51087.636719 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -51087.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51092.621094 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -51092.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51095.277344 Penalty: 2960.479004
	Iteration 10Q: 3 clusters Score -51095.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51095.964844 Penalty: 2960.479004
	Iteration 11Q: 3 clusters Score -51095.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51095.964844 Penalty: 2960.479004
	Iteration 12F: 3 clusters Score -51095.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -48836.179688 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -48836.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47668.089844 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -47668.09 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47833.433594 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -47833.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -47899.605469 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -47899.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -47967.023438 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -47967.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -48018.015625 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -48018.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -48058.300781 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -48058.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -48075.359375 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -48075.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -48081.000000 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -48081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -48085.152344 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -48085.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -48088.421875 Penalty: 2862.634766
	Iteration 9F: 3 clusters Score -48088.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -48134.273438 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -48134.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -48147.320312 Penalty: 2862.634766
	Iteration 11Q: 3 clusters Score -48147.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -48147.320312 Penalty: 2862.634766
	Iteration 12F: 3 clusters Score -48147.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -89884.335938 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -89884.34 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 282 members 
Entering Unmasked Estep 
Score: -88339.734375 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -88339.73 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -88545.781250 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -88545.78 nChanged 36
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: -88644.343750 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -88644.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -88712.570312 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -88712.57 nChanged 17
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: -88750.562500 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -88750.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -88822.656250 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -88822.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -88943.718750 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -88943.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -89043.593750 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -89043.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -89236.632812 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -89236.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -89339.070312 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -89339.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -89438.093750 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -89438.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -89510.890625 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -89510.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -89536.164062 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -89536.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -89558.468750 Penalty: 3160.319580
	Iteration 13Q: 3 clusters Score -89558.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -89577.109375 Penalty: 3160.319580
	Iteration 14Q: 3 clusters Score -89577.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -89599.148438 Penalty: 3160.319580
	Iteration 15Q: 3 clusters Score -89599.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -89613.929688 Penalty: 3160.319580
	Iteration 16Q: 3 clusters Score -89613.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -89625.937500 Penalty: 3160.319580
	Iteration 17Q: 3 clusters Score -89625.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -89642.203125 Penalty: 3160.319580
	Iteration 18Q: 3 clusters Score -89642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -89643.187500 Penalty: 3160.319580
	Iteration 19Q: 3 clusters Score -89643.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -89666.750000 Penalty: 3160.319580
	Iteration 20F: 3 clusters Score -89666.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -89714.609375 Penalty: 3160.319580
	Iteration 21Q: 3 clusters Score -89714.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -89740.867188 Penalty: 3160.319580
	Iteration 22Q: 3 clusters Score -89740.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -89750.304688 Penalty: 3160.319580
	Iteration 23Q: 3 clusters Score -89750.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -89770.789062 Penalty: 3160.319580
	Iteration 24Q: 3 clusters Score -89770.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -89772.656250 Penalty: 3160.319580
	Iteration 25Q: 3 clusters Score -89772.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -89772.656250 Penalty: 3160.319580
	Iteration 26F: 3 clusters Score -89772.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -57456.347656 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -57456.35 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 150 members 
Entering Unmasked Estep 
Score: -56150.136719 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -56150.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -56278.605469 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -56278.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -56304.585938 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -56304.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -56324.605469 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -56324.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56333.867188 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -56333.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -56343.269531 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -56343.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56354.027344 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -56354.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -56359.925781 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -56359.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56370.914062 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -56370.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -56383.132812 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -56383.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56385.117188 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -56385.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56386.523438 Penalty: 2862.634766
	Iteration 11Q: 3 clusters Score -56386.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -56393.375000 Penalty: 2862.634766
	Iteration 12Q: 3 clusters Score -56393.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -56399.179688 Penalty: 2862.634766
	Iteration 13Q: 3 clusters Score -56399.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -56402.636719 Penalty: 2862.634766
	Iteration 14Q: 3 clusters Score -56402.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -56418.351562 Penalty: 2862.634766
	Iteration 15Q: 3 clusters Score -56418.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -56425.820312 Penalty: 2862.634766
	Iteration 16Q: 3 clusters Score -56425.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -56429.753906 Penalty: 2862.634766
	Iteration 17Q: 3 clusters Score -56429.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56431.738281 Penalty: 2862.634766
	Iteration 18Q: 3 clusters Score -56431.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56431.738281 Penalty: 2862.634766
	Iteration 19F: 3 clusters Score -56431.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -787889.562500 Penalty: 2073.819580
	Iteration 0F: 2 clusters Score -787889.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -783823.375000 Penalty: 4147.639160
	Iteration 0F: 3 clusters Score -783823.4 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -784818.187500 Penalty: 4147.639160
	Iteration 1F: 3 clusters Score -784818.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -785251.500000 Penalty: 4147.639160
	Iteration 2F: 3 clusters Score -785251.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -785766.937500 Penalty: 4147.639160
	Iteration 3F: 3 clusters Score -785766.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -786285.687500 Penalty: 4147.639160
	Iteration 4F: 3 clusters Score -786285.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -786607.125000 Penalty: 4147.639160
	Iteration 5F: 3 clusters Score -786607.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -786827.250000 Penalty: 4147.639160
	Iteration 6Q: 3 clusters Score -786827.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -786984.500000 Penalty: 4147.639160
	Iteration 7Q: 3 clusters Score -786984.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -787091.937500 Penalty: 4147.639160
	Iteration 8Q: 3 clusters Score -787091.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -787168.625000 Penalty: 4147.639160
	Iteration 9Q: 3 clusters Score -787168.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -787238.500000 Penalty: 4147.639160
	Iteration 10Q: 3 clusters Score -787238.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -787312.187500 Penalty: 4147.639160
	Iteration 11Q: 3 clusters Score -787312.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -787376.062500 Penalty: 4147.639160
	Iteration 12Q: 3 clusters Score -787376.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -787408.187500 Penalty: 4147.639160
	Iteration 13Q: 3 clusters Score -787408.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -787434.062500 Penalty: 4147.639160
	Iteration 14Q: 3 clusters Score -787434.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -787453.375000 Penalty: 4147.639160
	Iteration 15Q: 3 clusters Score -787453.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -787471.687500 Penalty: 4147.639160
	Iteration 16Q: 3 clusters Score -787471.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -787481.437500 Penalty: 4147.639160
	Iteration 17Q: 3 clusters Score -787481.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -787491.750000 Penalty: 4147.639160
	Iteration 18Q: 3 clusters Score -787491.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -787500.562500 Penalty: 4147.639160
	Iteration 19Q: 3 clusters Score -787500.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -787503.062500 Penalty: 4147.639160
	Iteration 20F: 3 clusters Score -787503.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -787508.937500 Penalty: 4147.639160
	Iteration 21Q: 3 clusters Score -787508.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -787513.687500 Penalty: 4147.639160
	Iteration 22Q: 3 clusters Score -787513.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -787515.312500 Penalty: 4147.639160
	Iteration 23Q: 3 clusters Score -787515.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -787517.312500 Penalty: 4147.639160
	Iteration 24Q: 3 clusters Score -787517.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -787516.437500 Penalty: 4147.639160
	Iteration 25Q: 3 clusters Score -787516.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -787516.437500 Penalty: 4147.639160
	Iteration 26F: 3 clusters Score -787516.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Entering Unmasked Estep 
Score: -927052.437500 Penalty: 2101.726318
	Iteration 0F: 2 clusters Score -927052.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -922696.937500 Penalty: 4203.452637
	Iteration 0F: 3 clusters Score -922696.9 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -923795.250000 Penalty: 4203.452637
	Iteration 1F: 3 clusters Score -923795.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -924054.250000 Penalty: 4203.452637
	Iteration 2F: 3 clusters Score -924054.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -924270.562500 Penalty: 4203.452637
	Iteration 3F: 3 clusters Score -924270.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -924434.312500 Penalty: 4203.452637
	Iteration 4Q: 3 clusters Score -924434.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -924562.687500 Penalty: 4203.452637
	Iteration 5Q: 3 clusters Score -924562.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -924640.875000 Penalty: 4203.452637
	Iteration 6Q: 3 clusters Score -924640.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -924689.312500 Penalty: 4203.452637
	Iteration 7Q: 3 clusters Score -924689.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -924741.437500 Penalty: 4203.452637
	Iteration 8Q: 3 clusters Score -924741.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -924780.500000 Penalty: 4203.452637
	Iteration 9Q: 3 clusters Score -924780.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -924813.937500 Penalty: 4203.452637
	Iteration 10Q: 3 clusters Score -924813.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -924842.250000 Penalty: 4203.452637
	Iteration 11Q: 3 clusters Score -924842.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -924863.500000 Penalty: 4203.452637
	Iteration 12Q: 3 clusters Score -924863.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -924879.000000 Penalty: 4203.452637
	Iteration 13Q: 3 clusters Score -924879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -924891.125000 Penalty: 4203.452637
	Iteration 14Q: 3 clusters Score -924891.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -924895.875000 Penalty: 4203.452637
	Iteration 15Q: 3 clusters Score -924895.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -924902.875000 Penalty: 4203.452637
	Iteration 16Q: 3 clusters Score -924902.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -924906.437500 Penalty: 4203.452637
	Iteration 17Q: 3 clusters Score -924906.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -924908.687500 Penalty: 4203.452637
	Iteration 18Q: 3 clusters Score -924908.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -924918.062500 Penalty: 4203.452637
	Iteration 19Q: 3 clusters Score -924918.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -924921.500000 Penalty: 4203.452637
	Iteration 20F: 3 clusters Score -924921.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -924926.750000 Penalty: 4203.452637
	Iteration 21Q: 3 clusters Score -924926.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -924928.375000 Penalty: 4203.452637
	Iteration 22Q: 3 clusters Score -924928.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -924934.250000 Penalty: 4203.452637
	Iteration 23Q: 3 clusters Score -924934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -924936.562500 Penalty: 4203.452637
	Iteration 24Q: 3 clusters Score -924936.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -924942.062500 Penalty: 4203.452637
	Iteration 25Q: 3 clusters Score -924942.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -924947.250000 Penalty: 4203.452637
	Iteration 26Q: 3 clusters Score -924947.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -924954.062500 Penalty: 4203.452637
	Iteration 27Q: 3 clusters Score -924954.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -924955.562500 Penalty: 4203.452637
	Iteration 28Q: 3 clusters Score -924955.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -924958.062500 Penalty: 4203.452637
	Iteration 29Q: 3 clusters Score -924958.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -924959.062500 Penalty: 4203.452637
	Iteration 30Q: 3 clusters Score -924959.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -924962.875000 Penalty: 4203.452637
	Iteration 31Q: 3 clusters Score -924962.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -924966.500000 Penalty: 4203.452637
	Iteration 32Q: 3 clusters Score -924966.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -924967.187500 Penalty: 4203.452637
	Iteration 33Q: 3 clusters Score -924967.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -924970.812500 Penalty: 4203.452637
	Iteration 34Q: 3 clusters Score -924970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -924972.687500 Penalty: 4203.452637
	Iteration 35Q: 3 clusters Score -924972.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -924974.000000 Penalty: 4203.452637
	Iteration 36Q: 3 clusters Score -924974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -924976.125000 Penalty: 4203.452637
	Iteration 37Q: 3 clusters Score -924976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -924976.875000 Penalty: 4203.452637
	Iteration 38Q: 3 clusters Score -924976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -924978.437500 Penalty: 4203.452637
	Iteration 39Q: 3 clusters Score -924978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -924979.375000 Penalty: 4203.452637
	Iteration 40F: 3 clusters Score -924979.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -924980.375000 Penalty: 4203.452637
	Iteration 41Q: 3 clusters Score -924980.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -924980.000000 Penalty: 4203.452637
	Iteration 42Q: 3 clusters Score -924980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -924980.000000 Penalty: 4203.452637
	Iteration 43F: 3 clusters Score -924980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Entering Unmasked Estep 
Score: -1690809.375000 Penalty: 2248.770752
	Iteration 0F: 2 clusters Score -1690809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1683962.000000 Penalty: 4497.541504
	Iteration 0F: 3 clusters Score -1683962 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1685864.375000 Penalty: 4497.541504
	Iteration 1F: 3 clusters Score -1685864 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1686114.375000 Penalty: 4497.541504
	Iteration 2F: 3 clusters Score -1686114 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1686284.625000 Penalty: 4497.541504
	Iteration 3Q: 3 clusters Score -1686285 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1686421.750000 Penalty: 4497.541504
	Iteration 4Q: 3 clusters Score -1686422 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1686535.750000 Penalty: 4497.541504
	Iteration 5Q: 3 clusters Score -1686536 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1686640.500000 Penalty: 4497.541504
	Iteration 6Q: 3 clusters Score -1686640 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1686742.250000 Penalty: 4497.541504
	Iteration 7Q: 3 clusters Score -1686742 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1686857.250000 Penalty: 4497.541504
	Iteration 8Q: 3 clusters Score -1686857 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1686994.500000 Penalty: 4497.541504
	Iteration 9Q: 3 clusters Score -1686994 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1687150.375000 Penalty: 4497.541504
	Iteration 10Q: 3 clusters Score -1687150 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1687360.875000 Penalty: 4497.541504
	Iteration 11Q: 3 clusters Score -1687361 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1687593.625000 Penalty: 4497.541504
	Iteration 12Q: 3 clusters Score -1687594 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1687842.750000 Penalty: 4497.541504
	Iteration 13Q: 3 clusters Score -1687843 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1688066.375000 Penalty: 4497.541504
	Iteration 14Q: 3 clusters Score -1688066 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1688270.750000 Penalty: 4497.541504
	Iteration 15Q: 3 clusters Score -1688271 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1688435.000000 Penalty: 4497.541504
	Iteration 16Q: 3 clusters Score -1688435 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1688551.000000 Penalty: 4497.541504
	Iteration 17Q: 3 clusters Score -1688551 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1688635.875000 Penalty: 4497.541504
	Iteration 18Q: 3 clusters Score -1688636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1688709.500000 Penalty: 4497.541504
	Iteration 19Q: 3 clusters Score -1688710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1688746.625000 Penalty: 4497.541504
	Iteration 20F: 3 clusters Score -1688747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1688766.750000 Penalty: 4497.541504
	Iteration 21Q: 3 clusters Score -1688767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1688784.000000 Penalty: 4497.541504
	Iteration 22Q: 3 clusters Score -1688784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1688798.875000 Penalty: 4497.541504
	Iteration 23Q: 3 clusters Score -1688799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1688807.250000 Penalty: 4497.541504
	Iteration 24Q: 3 clusters Score -1688807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1688815.125000 Penalty: 4497.541504
	Iteration 25Q: 3 clusters Score -1688815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1688819.250000 Penalty: 4497.541504
	Iteration 26Q: 3 clusters Score -1688819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1688821.000000 Penalty: 4497.541504
	Iteration 27Q: 3 clusters Score -1688821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1688821.000000 Penalty: 4497.541504
	Iteration 28F: 3 clusters Score -1688821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16962.708984 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -16962.71 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 120 members 
Entering Unmasked Estep 
Score: -15870.894531 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -15870.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16074.843750 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -16074.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16181.286133 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -16181.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16209.362305 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -16209.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16238.518555 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -16238.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16293.686523 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -16293.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16351.481445 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -16351.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16373.041016 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -16373.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16376.453125 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -16376.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16382.772461 Penalty: 2730.644531
	Iteration 9F: 3 clusters Score -16382.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16391.054688 Penalty: 2730.644531
	Iteration 10Q: 3 clusters Score -16391.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16430.929688 Penalty: 2730.644531
	Iteration 11Q: 3 clusters Score -16430.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16443.603516 Penalty: 2730.644531
	Iteration 12Q: 3 clusters Score -16443.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16453.054688 Penalty: 2730.644531
	Iteration 13Q: 3 clusters Score -16453.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16467.320312 Penalty: 2730.644531
	Iteration 14Q: 3 clusters Score -16467.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16467.320312 Penalty: 2730.644531
	Iteration 15F: 3 clusters Score -16467.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -167467.156250 Penalty: 1711.381226
	Iteration 0F: 2 clusters Score -167467.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -165617.375000 Penalty: 3422.762451
	Iteration 0F: 3 clusters Score -165617.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -166016.421875 Penalty: 3422.762451
	Iteration 1F: 3 clusters Score -166016.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -166178.218750 Penalty: 3422.762451
	Iteration 2F: 3 clusters Score -166178.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -166304.890625 Penalty: 3422.762451
	Iteration 3F: 3 clusters Score -166304.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -166387.171875 Penalty: 3422.762451
	Iteration 4Q: 3 clusters Score -166387.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -166470.796875 Penalty: 3422.762451
	Iteration 5Q: 3 clusters Score -166470.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -166536.984375 Penalty: 3422.762451
	Iteration 6Q: 3 clusters Score -166537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -166566.359375 Penalty: 3422.762451
	Iteration 7Q: 3 clusters Score -166566.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -166606.984375 Penalty: 3422.762451
	Iteration 8Q: 3 clusters Score -166607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -166632.031250 Penalty: 3422.762451
	Iteration 9Q: 3 clusters Score -166632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -166657.093750 Penalty: 3422.762451
	Iteration 10Q: 3 clusters Score -166657.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -166670.234375 Penalty: 3422.762451
	Iteration 11Q: 3 clusters Score -166670.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -166680.468750 Penalty: 3422.762451
	Iteration 12Q: 3 clusters Score -166680.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -166685.703125 Penalty: 3422.762451
	Iteration 13Q: 3 clusters Score -166685.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -166691.484375 Penalty: 3422.762451
	Iteration 14Q: 3 clusters Score -166691.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -166696.078125 Penalty: 3422.762451
	Iteration 15Q: 3 clusters Score -166696.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -166696.515625 Penalty: 3422.762451
	Iteration 16Q: 3 clusters Score -166696.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -166698.703125 Penalty: 3422.762451
	Iteration 17Q: 3 clusters Score -166698.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -166705.359375 Penalty: 3422.762451
	Iteration 18F: 3 clusters Score -166705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -166727.500000 Penalty: 3422.762451
	Iteration 19Q: 3 clusters Score -166727.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -166756.500000 Penalty: 3422.762451
	Iteration 20F: 3 clusters Score -166756.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -166772.218750 Penalty: 3422.762451
	Iteration 21Q: 3 clusters Score -166772.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -166783.828125 Penalty: 3422.762451
	Iteration 22Q: 3 clusters Score -166783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -166792.656250 Penalty: 3422.762451
	Iteration 23Q: 3 clusters Score -166792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -166800.734375 Penalty: 3422.762451
	Iteration 24Q: 3 clusters Score -166800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -166805.625000 Penalty: 3422.762451
	Iteration 25Q: 3 clusters Score -166805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -166812.312500 Penalty: 3422.762451
	Iteration 26Q: 3 clusters Score -166812.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -166817.625000 Penalty: 3422.762451
	Iteration 27Q: 3 clusters Score -166817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -166825.218750 Penalty: 3422.762451
	Iteration 28Q: 3 clusters Score -166825.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -166839.625000 Penalty: 3422.762451
	Iteration 29Q: 3 clusters Score -166839.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -166851.140625 Penalty: 3422.762451
	Iteration 30Q: 3 clusters Score -166851.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -166851.734375 Penalty: 3422.762451
	Iteration 31Q: 3 clusters Score -166851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -166854.515625 Penalty: 3422.762451
	Iteration 32Q: 3 clusters Score -166854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -166865.484375 Penalty: 3422.762451
	Iteration 33Q: 3 clusters Score -166865.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -166873.484375 Penalty: 3422.762451
	Iteration 34Q: 3 clusters Score -166873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -166876.046875 Penalty: 3422.762451
	Iteration 35Q: 3 clusters Score -166876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -166876.046875 Penalty: 3422.762451
	Iteration 36F: 3 clusters Score -166876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Entering Unmasked Estep 
Score: -3081299.500000 Penalty: 2374.182373
	Iteration 0F: 2 clusters Score -3081300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3071282.750000 Penalty: 4748.364746
	Iteration 0F: 3 clusters Score -3071283 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3074568.000000 Penalty: 4748.364746
	Iteration 1F: 3 clusters Score -3074568 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3074892.500000 Penalty: 4748.364746
	Iteration 2F: 3 clusters Score -3074892 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3075127.250000 Penalty: 4748.364746
	Iteration 3Q: 3 clusters Score -3075127 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3075318.500000 Penalty: 4748.364746
	Iteration 4Q: 3 clusters Score -3075318 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3075474.750000 Penalty: 4748.364746
	Iteration 5Q: 3 clusters Score -3075475 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3075634.000000 Penalty: 4748.364746
	Iteration 6Q: 3 clusters Score -3075634 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3075797.000000 Penalty: 4748.364746
	Iteration 7Q: 3 clusters Score -3075797 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3075940.750000 Penalty: 4748.364746
	Iteration 8Q: 3 clusters Score -3075941 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3076121.000000 Penalty: 4748.364746
	Iteration 9Q: 3 clusters Score -3076121 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3076333.750000 Penalty: 4748.364746
	Iteration 10Q: 3 clusters Score -3076334 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3076564.750000 Penalty: 4748.364746
	Iteration 11Q: 3 clusters Score -3076565 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3076780.500000 Penalty: 4748.364746
	Iteration 12Q: 3 clusters Score -3076780 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3077029.750000 Penalty: 4748.364746
	Iteration 13Q: 3 clusters Score -3077030 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3077323.250000 Penalty: 4748.364746
	Iteration 14Q: 3 clusters Score -3077323 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -3077627.000000 Penalty: 4748.364746
	Iteration 15Q: 3 clusters Score -3077627 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3077931.000000 Penalty: 4748.364746
	Iteration 16Q: 3 clusters Score -3077931 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3078173.000000 Penalty: 4748.364746
	Iteration 17Q: 3 clusters Score -3078173 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3078385.750000 Penalty: 4748.364746
	Iteration 18Q: 3 clusters Score -3078386 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3078535.500000 Penalty: 4748.364746
	Iteration 19Q: 3 clusters Score -3078536 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3078657.750000 Penalty: 4748.364746
	Iteration 20F: 3 clusters Score -3078658 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3078767.500000 Penalty: 4748.364746
	Iteration 21Q: 3 clusters Score -3078768 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3078848.750000 Penalty: 4748.364746
	Iteration 22Q: 3 clusters Score -3078849 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3078943.000000 Penalty: 4748.364746
	Iteration 23Q: 3 clusters Score -3078943 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3079021.000000 Penalty: 4748.364746
	Iteration 24Q: 3 clusters Score -3079021 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -3079107.750000 Penalty: 4748.364746
	Iteration 25Q: 3 clusters Score -3079108 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3079170.250000 Penalty: 4748.364746
	Iteration 26Q: 3 clusters Score -3079170 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -3079241.250000 Penalty: 4748.364746
	Iteration 27Q: 3 clusters Score -3079241 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -3079294.000000 Penalty: 4748.364746
	Iteration 28Q: 3 clusters Score -3079294 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3079330.000000 Penalty: 4748.364746
	Iteration 29Q: 3 clusters Score -3079330 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3079373.000000 Penalty: 4748.364746
	Iteration 30Q: 3 clusters Score -3079373 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3079402.000000 Penalty: 4748.364746
	Iteration 31Q: 3 clusters Score -3079402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3079424.750000 Penalty: 4748.364746
	Iteration 32Q: 3 clusters Score -3079425 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3079440.500000 Penalty: 4748.364746
	Iteration 33Q: 3 clusters Score -3079440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -3079442.500000 Penalty: 4748.364746
	Iteration 34Q: 3 clusters Score -3079442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3079437.000000 Penalty: 4748.364746
	Iteration 35Q: 3 clusters Score -3079437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3079453.000000 Penalty: 4748.364746
	Iteration 36Q: 3 clusters Score -3079453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3079460.000000 Penalty: 4748.364746
	Iteration 37Q: 3 clusters Score -3079460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -3079460.000000 Penalty: 4748.364746
	Iteration 38Q: 3 clusters Score -3079460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3079459.500000 Penalty: 4748.364746
	Iteration 39Q: 3 clusters Score -3079460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3079461.250000 Penalty: 4748.364746
	Iteration 40F: 3 clusters Score -3079461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3079465.250000 Penalty: 4748.364746
	Iteration 41Q: 3 clusters Score -3079465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3079467.500000 Penalty: 4748.364746
	Iteration 42Q: 3 clusters Score -3079468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3079467.750000 Penalty: 4748.364746
	Iteration 43Q: 3 clusters Score -3079468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3079467.750000 Penalty: 4748.364746
	Iteration 44F: 3 clusters Score -3079468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -396233.843750 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -396233.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -393528.000000 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -393528 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -394033.531250 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -394033.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -394204.250000 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -394204.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -394310.812500 Penalty: 3774.491699
	Iteration 3F: 3 clusters Score -394310.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -394382.906250 Penalty: 3774.491699
	Iteration 4Q: 3 clusters Score -394382.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -394435.531250 Penalty: 3774.491699
	Iteration 5Q: 3 clusters Score -394435.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -394460.468750 Penalty: 3774.491699
	Iteration 6Q: 3 clusters Score -394460.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -394489.562500 Penalty: 3774.491699
	Iteration 7Q: 3 clusters Score -394489.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -394510.281250 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -394510.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -394518.093750 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -394518.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -394533.281250 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -394533.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -394538.500000 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -394538.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -394545.093750 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -394545.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -394551.437500 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -394551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -394553.500000 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -394553.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -394557.500000 Penalty: 3774.491699
	Iteration 15Q: 3 clusters Score -394557.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -394561.312500 Penalty: 3774.491699
	Iteration 16Q: 3 clusters Score -394561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -394563.218750 Penalty: 3774.491699
	Iteration 17Q: 3 clusters Score -394563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -394568.093750 Penalty: 3774.491699
	Iteration 18Q: 3 clusters Score -394568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -394574.031250 Penalty: 3774.491699
	Iteration 19Q: 3 clusters Score -394574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -394577.781250 Penalty: 3774.491699
	Iteration 20F: 3 clusters Score -394577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -394582.437500 Penalty: 3774.491699
	Iteration 21Q: 3 clusters Score -394582.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -394586.750000 Penalty: 3774.491699
	Iteration 22Q: 3 clusters Score -394586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -394588.500000 Penalty: 3774.491699
	Iteration 23Q: 3 clusters Score -394588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -394588.656250 Penalty: 3774.491699
	Iteration 24Q: 3 clusters Score -394588.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -394588.656250 Penalty: 3774.491699
	Iteration 25F: 3 clusters Score -394588.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Entering Unmasked Estep 
Score: -4049115.250000 Penalty: 2448.204102
	Iteration 0F: 2 clusters Score -4049115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -4035748.750000 Penalty: 4896.408203
	Iteration 0F: 3 clusters Score -4035749 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -4040301.250000 Penalty: 4896.408203
	Iteration 1F: 3 clusters Score -4040301 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -4040650.500000 Penalty: 4896.408203
	Iteration 2F: 3 clusters Score -4040650 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4040931.250000 Penalty: 4896.408203
	Iteration 3Q: 3 clusters Score -4040931 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4041206.750000 Penalty: 4896.408203
	Iteration 4Q: 3 clusters Score -4041207 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -4041490.250000 Penalty: 4896.408203
	Iteration 5Q: 3 clusters Score -4041490 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -4041890.750000 Penalty: 4896.408203
	Iteration 6Q: 3 clusters Score -4041891 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -4042362.250000 Penalty: 4896.408203
	Iteration 7Q: 3 clusters Score -4042362 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -4042976.750000 Penalty: 4896.408203
	Iteration 8F: 3 clusters Score -4042977 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -4043738.750000 Penalty: 4896.408203
	Iteration 9F: 3 clusters Score -4043739 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -4044571.250000 Penalty: 4896.408203
	Iteration 10F: 3 clusters Score -4044571 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -4045327.250000 Penalty: 4896.408203
	Iteration 11F: 3 clusters Score -4045327 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -4045953.000000 Penalty: 4896.408203
	Iteration 12Q: 3 clusters Score -4045953 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4046421.000000 Penalty: 4896.408203
	Iteration 13Q: 3 clusters Score -4046421 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -4046734.750000 Penalty: 4896.408203
	Iteration 14Q: 3 clusters Score -4046735 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -4046876.000000 Penalty: 4896.408203
	Iteration 15Q: 3 clusters Score -4046876 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -4046950.000000 Penalty: 4896.408203
	Iteration 16Q: 3 clusters Score -4046950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -4047001.750000 Penalty: 4896.408203
	Iteration 17Q: 3 clusters Score -4047002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -4047041.000000 Penalty: 4896.408203
	Iteration 18Q: 3 clusters Score -4047041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -4047070.250000 Penalty: 4896.408203
	Iteration 19Q: 3 clusters Score -4047070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -4047088.250000 Penalty: 4896.408203
	Iteration 20F: 3 clusters Score -4047088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4047109.250000 Penalty: 4896.408203
	Iteration 21Q: 3 clusters Score -4047109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4047111.750000 Penalty: 4896.408203
	Iteration 22Q: 3 clusters Score -4047112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -4047114.500000 Penalty: 4896.408203
	Iteration 23Q: 3 clusters Score -4047114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4047121.750000 Penalty: 4896.408203
	Iteration 24Q: 3 clusters Score -4047122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -4047127.750000 Penalty: 4896.408203
	Iteration 25Q: 3 clusters Score -4047128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -4047127.750000 Penalty: 4896.408203
	Iteration 26F: 3 clusters Score -4047128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Entering Unmasked Estep 
Score: -472338.375000 Penalty: 1929.825928
	Iteration 0F: 2 clusters Score -472338.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -469401.968750 Penalty: 3859.651855
	Iteration 0F: 3 clusters Score -469402 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -469950.968750 Penalty: 3859.651855
	Iteration 1F: 3 clusters Score -469951 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -470115.250000 Penalty: 3859.651855
	Iteration 2F: 3 clusters Score -470115.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -470261.843750 Penalty: 3859.651855
	Iteration 3F: 3 clusters Score -470261.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -470381.312500 Penalty: 3859.651855
	Iteration 4Q: 3 clusters Score -470381.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -470492.906250 Penalty: 3859.651855
	Iteration 5Q: 3 clusters Score -470492.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -470621.937500 Penalty: 3859.651855
	Iteration 6Q: 3 clusters Score -470621.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -470733.843750 Penalty: 3859.651855
	Iteration 7Q: 3 clusters Score -470733.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -470827.187500 Penalty: 3859.651855
	Iteration 8Q: 3 clusters Score -470827.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -470884.906250 Penalty: 3859.651855
	Iteration 9Q: 3 clusters Score -470884.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -470922.781250 Penalty: 3859.651855
	Iteration 10Q: 3 clusters Score -470922.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -470945.156250 Penalty: 3859.651855
	Iteration 11Q: 3 clusters Score -470945.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -470952.468750 Penalty: 3859.651855
	Iteration 12Q: 3 clusters Score -470952.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -470959.531250 Penalty: 3859.651855
	Iteration 13Q: 3 clusters Score -470959.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -470963.625000 Penalty: 3859.651855
	Iteration 14Q: 3 clusters Score -470963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -470964.375000 Penalty: 3859.651855
	Iteration 15Q: 3 clusters Score -470964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -470966.093750 Penalty: 3859.651855
	Iteration 16Q: 3 clusters Score -470966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -470966.093750 Penalty: 3859.651855
	Iteration 17F: 3 clusters Score -470966.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -639646.000000 Penalty: 2007.330200
	Iteration 0F: 2 clusters Score -639646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -636203.562500 Penalty: 4014.660400
	Iteration 0F: 3 clusters Score -636203.6 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -636945.187500 Penalty: 4014.660400
	Iteration 1F: 3 clusters Score -636945.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -637095.562500 Penalty: 4014.660400
	Iteration 2F: 3 clusters Score -637095.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -637179.062500 Penalty: 4014.660400
	Iteration 3Q: 3 clusters Score -637179.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -637224.937500 Penalty: 4014.660400
	Iteration 4Q: 3 clusters Score -637224.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -637257.750000 Penalty: 4014.660400
	Iteration 5Q: 3 clusters Score -637257.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -637273.687500 Penalty: 4014.660400
	Iteration 6Q: 3 clusters Score -637273.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -637286.125000 Penalty: 4014.660400
	Iteration 7Q: 3 clusters Score -637286.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -637295.750000 Penalty: 4014.660400
	Iteration 8Q: 3 clusters Score -637295.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -637303.562500 Penalty: 4014.660400
	Iteration 9Q: 3 clusters Score -637303.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -637309.125000 Penalty: 4014.660400
	Iteration 10Q: 3 clusters Score -637309.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -637311.875000 Penalty: 4014.660400
	Iteration 11Q: 3 clusters Score -637311.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -637314.312500 Penalty: 4014.660400
	Iteration 12Q: 3 clusters Score -637314.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -637317.625000 Penalty: 4014.660400
	Iteration 13Q: 3 clusters Score -637317.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -637321.375000 Penalty: 4014.660400
	Iteration 14Q: 3 clusters Score -637321.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -637325.437500 Penalty: 4014.660400
	Iteration 15Q: 3 clusters Score -637325.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -637329.937500 Penalty: 4014.660400
	Iteration 16Q: 3 clusters Score -637329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -637331.500000 Penalty: 4014.660400
	Iteration 17Q: 3 clusters Score -637331.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -637334.437500 Penalty: 4014.660400
	Iteration 18Q: 3 clusters Score -637334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -637335.812500 Penalty: 4014.660400
	Iteration 19Q: 3 clusters Score -637335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -637336.812500 Penalty: 4014.660400
	Iteration 20F: 3 clusters Score -637336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -637339.312500 Penalty: 4014.660400
	Iteration 21Q: 3 clusters Score -637339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -637340.812500 Penalty: 4014.660400
	Iteration 22Q: 3 clusters Score -637340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -637341.250000 Penalty: 4014.660400
	Iteration 23Q: 3 clusters Score -637341.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -637341.375000 Penalty: 4014.660400
	Iteration 24Q: 3 clusters Score -637341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -637342.375000 Penalty: 4014.660400
	Iteration 25Q: 3 clusters Score -637342.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -637342.562500 Penalty: 4014.660400
	Iteration 26Q: 3 clusters Score -637342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -637341.875000 Penalty: 4014.660400
	Iteration 27Q: 3 clusters Score -637341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -637341.875000 Penalty: 4014.660400
	Iteration 28F: 3 clusters Score -637341.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -409111.656250 Penalty: 1913.571777
	Iteration 0F: 2 clusters Score -409111.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -406367.437500 Penalty: 3827.143555
	Iteration 0F: 3 clusters Score -406367.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -406969.375000 Penalty: 3827.143555
	Iteration 1F: 3 clusters Score -406969.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -407247.843750 Penalty: 3827.143555
	Iteration 2F: 3 clusters Score -407247.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -407461.500000 Penalty: 3827.143555
	Iteration 3F: 3 clusters Score -407461.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -407639.125000 Penalty: 3827.143555
	Iteration 4F: 3 clusters Score -407639.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -407775.093750 Penalty: 3827.143555
	Iteration 5F: 3 clusters Score -407775.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -407861.406250 Penalty: 3827.143555
	Iteration 6Q: 3 clusters Score -407861.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -407911.875000 Penalty: 3827.143555
	Iteration 7Q: 3 clusters Score -407911.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -407946.031250 Penalty: 3827.143555
	Iteration 8Q: 3 clusters Score -407946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -407979.406250 Penalty: 3827.143555
	Iteration 9Q: 3 clusters Score -407979.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -408015.406250 Penalty: 3827.143555
	Iteration 10Q: 3 clusters Score -408015.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -408042.343750 Penalty: 3827.143555
	Iteration 11Q: 3 clusters Score -408042.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -408058.968750 Penalty: 3827.143555
	Iteration 12Q: 3 clusters Score -408059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -408073.406250 Penalty: 3827.143555
	Iteration 13Q: 3 clusters Score -408073.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -408084.468750 Penalty: 3827.143555
	Iteration 14Q: 3 clusters Score -408084.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -408090.968750 Penalty: 3827.143555
	Iteration 15Q: 3 clusters Score -408091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -408092.031250 Penalty: 3827.143555
	Iteration 16Q: 3 clusters Score -408092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -408092.031250 Penalty: 3827.143555
	Iteration 17F: 3 clusters Score -408092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -156771.781250 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -156771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -154988.171875 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -154988.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -155516.906250 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -155516.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -155844.406250 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -155844.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -156105.734375 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -156105.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -156306.484375 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -156306.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -156405.828125 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -156405.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -156454.312500 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -156454.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -156505.656250 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -156505.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -156531.984375 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -156532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -156538.140625 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -156538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -156549.046875 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -156549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -156557.156250 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -156557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -156560.312500 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -156560.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -156562.140625 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -156562.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -156562.140625 Penalty: 3402.368896
	Iteration 14F: 3 clusters Score -156562.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -134291.968750 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -134292 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 379 members 
Entering Unmasked Estep 
Score: -132543.625000 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -132543.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -132847.671875 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -132847.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -132991.906250 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -132991.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -133062.046875 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -133062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -133128.218750 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -133128.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -133172.906250 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -133172.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -133217.671875 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -133217.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133278.234375 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -133278.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -133354.062500 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -133354.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133450.765625 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -133450.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -133718.640625 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -133718.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -133832.234375 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -133832.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -133915.359375 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -133915.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -133980.671875 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -133980.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -134030.234375 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -134030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -134049.953125 Penalty: 3276.898682
	Iteration 15Q: 3 clusters Score -134050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -134062.218750 Penalty: 3276.898682
	Iteration 16Q: 3 clusters Score -134062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -134073.609375 Penalty: 3276.898682
	Iteration 17Q: 3 clusters Score -134073.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -134096.734375 Penalty: 3276.898682
	Iteration 18Q: 3 clusters Score -134096.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -134111.296875 Penalty: 3276.898682
	Iteration 19Q: 3 clusters Score -134111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -134125.890625 Penalty: 3276.898682
	Iteration 20F: 3 clusters Score -134125.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -134148.593750 Penalty: 3276.898682
	Iteration 21Q: 3 clusters Score -134148.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -134164.515625 Penalty: 3276.898682
	Iteration 22Q: 3 clusters Score -134164.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -134190.765625 Penalty: 3276.898682
	Iteration 23Q: 3 clusters Score -134190.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -134213.671875 Penalty: 3276.898682
	Iteration 24Q: 3 clusters Score -134213.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -134246.109375 Penalty: 3276.898682
	Iteration 25Q: 3 clusters Score -134246.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -134289.390625 Penalty: 3276.898682
	Iteration 26Q: 3 clusters Score -134289.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -134311.828125 Penalty: 3276.898682
	Iteration 27Q: 3 clusters Score -134311.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -134321.156250 Penalty: 3276.898682
	Iteration 28Q: 3 clusters Score -134321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -134326.343750 Penalty: 3276.898682
	Iteration 29Q: 3 clusters Score -134326.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -134327.984375 Penalty: 3276.898682
	Iteration 30Q: 3 clusters Score -134328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -134327.984375 Penalty: 3276.898682
	Iteration 31F: 3 clusters Score -134328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 18446 members 
Mstep: Class 3 contains 1237 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 28910 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15532 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 38894 members 
Mstep: Class 20 contains 8155 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4792 members 
Mstep: Class 27 contains 8670 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14376 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19376 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3275 members 
Mstep: Class 35 contains 217 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 13358 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15580 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 27097 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15965 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 36137 members 
Mstep: Class 55 contains 28372 members 
Mstep: Class 56 contains 31741 members 
Mstep: Class 57 contains 39255 members 
Entering Unmasked Estep 
Score: -84245304.000000 Penalty: 183523.656250
Splitting cluster 38 changes total score from -84246936.000000 to -84245304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -339016.531250 Penalty: 1882.155273
	Iteration 0F: 2 clusters Score -339016.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -336453.250000 Penalty: 3764.310547
	Iteration 0F: 3 clusters Score -336453.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -337231.031250 Penalty: 3764.310547
	Iteration 1F: 3 clusters Score -337231 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -337789.375000 Penalty: 3764.310547
	Iteration 2F: 3 clusters Score -337789.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -338366.343750 Penalty: 3764.310547
	Iteration 3F: 3 clusters Score -338366.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -339035.968750 Penalty: 3764.310547
	Iteration 4F: 3 clusters Score -339036 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -339503.750000 Penalty: 3764.310547
	Iteration 5F: 3 clusters Score -339503.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -339673.656250 Penalty: 3764.310547
	Iteration 6Q: 3 clusters Score -339673.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -339740.593750 Penalty: 3764.310547
	Iteration 7Q: 3 clusters Score -339740.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -339773.562500 Penalty: 3764.310547
	Iteration 8Q: 3 clusters Score -339773.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -339789.156250 Penalty: 3764.310547
	Iteration 9Q: 3 clusters Score -339789.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -339796.125000 Penalty: 3764.310547
	Iteration 10Q: 3 clusters Score -339796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -339800.468750 Penalty: 3764.310547
	Iteration 11Q: 3 clusters Score -339800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -339802.531250 Penalty: 3764.310547
	Iteration 12Q: 3 clusters Score -339802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -339804.468750 Penalty: 3764.310547
	Iteration 13Q: 3 clusters Score -339804.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -339804.750000 Penalty: 3764.310547
	Iteration 14Q: 3 clusters Score -339804.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -339804.750000 Penalty: 3764.310547
	Iteration 15F: 3 clusters Score -339804.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 18446 members 
Mstep: Class 3 contains 1237 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 28910 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15532 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 38894 members 
Mstep: Class 20 contains 8155 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4792 members 
Mstep: Class 27 contains 8670 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14376 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19376 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3275 members 
Mstep: Class 35 contains 1106 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 871 members 
Mstep: Class 40 contains 13358 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15580 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 27097 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15965 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 36137 members 
Mstep: Class 55 contains 28372 members 
Mstep: Class 56 contains 31741 members 
Mstep: Class 57 contains 39255 members 
Entering Unmasked Estep 
Score: -84246328.000000 Penalty: 183523.656250
Splitting cluster 39 changes total score from -84246936.000000 to -84246328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (13358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Entering Unmasked Estep 
Score: -2641003.500000 Penalty: 2355.967773
	Iteration 0F: 2 clusters Score -2641004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2631295.000000 Penalty: 4711.935547
	Iteration 0F: 3 clusters Score -2631295 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2634243.500000 Penalty: 4711.935547
	Iteration 1F: 3 clusters Score -2634244 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2634523.250000 Penalty: 4711.935547
	Iteration 2F: 3 clusters Score -2634523 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2634724.500000 Penalty: 4711.935547
	Iteration 3Q: 3 clusters Score -2634724 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2634897.750000 Penalty: 4711.935547
	Iteration 4Q: 3 clusters Score -2634898 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2635028.750000 Penalty: 4711.935547
	Iteration 5Q: 3 clusters Score -2635029 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2635179.000000 Penalty: 4711.935547
	Iteration 6Q: 3 clusters Score -2635179 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2635335.500000 Penalty: 4711.935547
	Iteration 7Q: 3 clusters Score -2635336 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2635535.000000 Penalty: 4711.935547
	Iteration 8Q: 3 clusters Score -2635535 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2635824.250000 Penalty: 4711.935547
	Iteration 9Q: 3 clusters Score -2635824 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2636214.500000 Penalty: 4711.935547
	Iteration 10Q: 3 clusters Score -2636214 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2636721.500000 Penalty: 4711.935547
	Iteration 11F: 3 clusters Score -2636722 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2637263.750000 Penalty: 4711.935547
	Iteration 12F: 3 clusters Score -2637264 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2637783.000000 Penalty: 4711.935547
	Iteration 13Q: 3 clusters Score -2637783 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2638187.750000 Penalty: 4711.935547
	Iteration 14Q: 3 clusters Score -2638188 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2638447.750000 Penalty: 4711.935547
	Iteration 15Q: 3 clusters Score -2638448 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2638646.250000 Penalty: 4711.935547
	Iteration 16Q: 3 clusters Score -2638646 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2638764.500000 Penalty: 4711.935547
	Iteration 17Q: 3 clusters Score -2638764 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2638838.250000 Penalty: 4711.935547
	Iteration 18Q: 3 clusters Score -2638838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2638884.750000 Penalty: 4711.935547
	Iteration 19Q: 3 clusters Score -2638885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2638926.750000 Penalty: 4711.935547
	Iteration 20F: 3 clusters Score -2638927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2638952.000000 Penalty: 4711.935547
	Iteration 21Q: 3 clusters Score -2638952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2638961.000000 Penalty: 4711.935547
	Iteration 22Q: 3 clusters Score -2638961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2638962.500000 Penalty: 4711.935547
	Iteration 23Q: 3 clusters Score -2638962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2638964.500000 Penalty: 4711.935547
	Iteration 24Q: 3 clusters Score -2638964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2638972.500000 Penalty: 4711.935547
	Iteration 25Q: 3 clusters Score -2638972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2638970.750000 Penalty: 4711.935547
	Iteration 26Q: 3 clusters Score -2638971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2638976.250000 Penalty: 4711.935547
	Iteration 27Q: 3 clusters Score -2638976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2638978.250000 Penalty: 4711.935547
	Iteration 28Q: 3 clusters Score -2638978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2638981.000000 Penalty: 4711.935547
	Iteration 29Q: 3 clusters Score -2638981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2638988.000000 Penalty: 4711.935547
	Iteration 30Q: 3 clusters Score -2638988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2638988.750000 Penalty: 4711.935547
	Iteration 31Q: 3 clusters Score -2638989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2638994.500000 Penalty: 4711.935547
	Iteration 32Q: 3 clusters Score -2638994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2638994.500000 Penalty: 4711.935547
	Iteration 33Q: 3 clusters Score -2638994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2638994.500000 Penalty: 4711.935547
	Iteration 34F: 3 clusters Score -2638994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -25634.503906 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -25634.5 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 114 members 
Entering Unmasked Estep 
Score: -24600.484375 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -24600.48 nChanged 47
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: -24875.453125 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -24875.45 nChanged 9
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: -24966.031250 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -24966.03 nChanged 4
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: -25003.339844 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -25003.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -25049.455078 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -25049.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -25049.455078 Penalty: 2710.060547
	Iteration 5F: 3 clusters Score -25049.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -65033.003906 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -65033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63622.300781 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -63622.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -63902.128906 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -63902.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64005.304688 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -64005.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -64062.601562 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -64062.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -64073.187500 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -64073.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -64085.582031 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -64085.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -64087.945312 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -64087.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64091.433594 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -64091.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64092.199219 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -64092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64092.199219 Penalty: 3032.386475
	Iteration 9F: 3 clusters Score -64092.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Entering Unmasked Estep 
Score: -3338134.250000 Penalty: 2394.128418
	Iteration 0F: 2 clusters Score -3338134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3327570.000000 Penalty: 4788.256836
	Iteration 0F: 3 clusters Score -3327570 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3331199.250000 Penalty: 4788.256836
	Iteration 1F: 3 clusters Score -3331199 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3331497.500000 Penalty: 4788.256836
	Iteration 2F: 3 clusters Score -3331498 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3331769.250000 Penalty: 4788.256836
	Iteration 3Q: 3 clusters Score -3331769 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -3331949.000000 Penalty: 4788.256836
	Iteration 4Q: 3 clusters Score -3331949 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -3332181.000000 Penalty: 4788.256836
	Iteration 5Q: 3 clusters Score -3332181 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -3332383.250000 Penalty: 4788.256836
	Iteration 6Q: 3 clusters Score -3332383 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3332643.250000 Penalty: 4788.256836
	Iteration 7Q: 3 clusters Score -3332643 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3332931.000000 Penalty: 4788.256836
	Iteration 8Q: 3 clusters Score -3332931 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3333245.000000 Penalty: 4788.256836
	Iteration 9Q: 3 clusters Score -3333245 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3333584.750000 Penalty: 4788.256836
	Iteration 10Q: 3 clusters Score -3333585 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3334007.500000 Penalty: 4788.256836
	Iteration 11Q: 3 clusters Score -3334008 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3334462.750000 Penalty: 4788.256836
	Iteration 12Q: 3 clusters Score -3334463 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3334807.000000 Penalty: 4788.256836
	Iteration 13Q: 3 clusters Score -3334807 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3335097.000000 Penalty: 4788.256836
	Iteration 14Q: 3 clusters Score -3335097 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3335340.750000 Penalty: 4788.256836
	Iteration 15Q: 3 clusters Score -3335341 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3335573.000000 Penalty: 4788.256836
	Iteration 16Q: 3 clusters Score -3335573 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3335747.500000 Penalty: 4788.256836
	Iteration 17Q: 3 clusters Score -3335748 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3335822.250000 Penalty: 4788.256836
	Iteration 18Q: 3 clusters Score -3335822 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3335887.750000 Penalty: 4788.256836
	Iteration 19Q: 3 clusters Score -3335888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3335924.750000 Penalty: 4788.256836
	Iteration 20F: 3 clusters Score -3335925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3335958.250000 Penalty: 4788.256836
	Iteration 21Q: 3 clusters Score -3335958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3335980.500000 Penalty: 4788.256836
	Iteration 22Q: 3 clusters Score -3335980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3335989.500000 Penalty: 4788.256836
	Iteration 23Q: 3 clusters Score -3335990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -3336006.500000 Penalty: 4788.256836
	Iteration 24Q: 3 clusters Score -3336006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3336018.250000 Penalty: 4788.256836
	Iteration 25Q: 3 clusters Score -3336018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3336037.500000 Penalty: 4788.256836
	Iteration 26Q: 3 clusters Score -3336038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3336049.000000 Penalty: 4788.256836
	Iteration 27Q: 3 clusters Score -3336049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3336060.000000 Penalty: 4788.256836
	Iteration 28Q: 3 clusters Score -3336060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3336065.000000 Penalty: 4788.256836
	Iteration 29Q: 3 clusters Score -3336065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3336068.000000 Penalty: 4788.256836
	Iteration 30Q: 3 clusters Score -3336068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3336074.500000 Penalty: 4788.256836
	Iteration 31Q: 3 clusters Score -3336074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3336070.250000 Penalty: 4788.256836
	Iteration 32Q: 3 clusters Score -3336070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3336071.000000 Penalty: 4788.256836
	Iteration 33Q: 3 clusters Score -3336071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3336074.500000 Penalty: 4788.256836
	Iteration 34Q: 3 clusters Score -3336074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3336072.500000 Penalty: 4788.256836
	Iteration 35Q: 3 clusters Score -3336072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3336074.500000 Penalty: 4788.256836
	Iteration 36Q: 3 clusters Score -3336074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3336074.500000 Penalty: 4788.256836
	Iteration 37F: 3 clusters Score -3336074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -169845.593750 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -169845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -167995.250000 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -167995.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -168350.031250 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -168350 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -168459.046875 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -168459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -168535.125000 Penalty: 3402.368896
	Iteration 3Q: 3 clusters Score -168535.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -168588.468750 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -168588.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -168631.437500 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -168631.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -168668.343750 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -168668.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -168700.421875 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -168700.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -168712.125000 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -168712.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -168725.468750 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -168725.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -168735.140625 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -168735.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -168746.875000 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -168746.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -168753.781250 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -168753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -168760.031250 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -168760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -168763.187500 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -168763.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -168764.093750 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -168764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -168766.078125 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -168766.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -168766.078125 Penalty: 3402.368896
	Iteration 17F: 3 clusters Score -168766.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38031.203125 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36985.656250 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36985.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37167.820312 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37167.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37204.394531 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -37204.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37232.605469 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37232.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37254.023438 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37254.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37259.644531 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -37259.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37259.644531 Penalty: 2778.651123
	Iteration 6F: 3 clusters Score -37259.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -82879.351562 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -82879.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -81450.601562 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -81450.6 nChanged 145
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: -81755.781250 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -81755.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81857.312500 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -81857.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81923.234375 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -81923.23 nChanged 19
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: -81989.062500 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -81989.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -82065.710938 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -82065.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82107.593750 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -82107.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -82144.992188 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -82144.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82218.054688 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -82218.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82263.281250 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -82263.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82294.109375 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -82294.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82315.296875 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -82315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82338.687500 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -82338.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82351.265625 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -82351.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82361.765625 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -82361.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82391.734375 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -82391.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82402.335938 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -82402.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -82406.078125 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -82406.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -82409.125000 Penalty: 3126.099121
	Iteration 18Q: 3 clusters Score -82409.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82409.828125 Penalty: 3126.099121
	Iteration 19Q: 3 clusters Score -82409.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82421.906250 Penalty: 3126.099121
	Iteration 20F: 3 clusters Score -82421.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82447.437500 Penalty: 3126.099121
	Iteration 21Q: 3 clusters Score -82447.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82477.429688 Penalty: 3126.099121
	Iteration 22Q: 3 clusters Score -82477.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82492.820312 Penalty: 3126.099121
	Iteration 23Q: 3 clusters Score -82492.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82509.914062 Penalty: 3126.099121
	Iteration 24Q: 3 clusters Score -82509.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -82573.882812 Penalty: 3126.099121
	Iteration 25Q: 3 clusters Score -82573.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82584.015625 Penalty: 3126.099121
	Iteration 26Q: 3 clusters Score -82584.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82595.585938 Penalty: 3126.099121
	Iteration 27Q: 3 clusters Score -82595.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -82600.859375 Penalty: 3126.099121
	Iteration 28Q: 3 clusters Score -82600.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82602.570312 Penalty: 3126.099121
	Iteration 29Q: 3 clusters Score -82602.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82603.546875 Penalty: 3126.099121
	Iteration 30Q: 3 clusters Score -82603.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82603.546875 Penalty: 3126.099121
	Iteration 31F: 3 clusters Score -82603.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -96275.312500 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -96275.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -94745.382812 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -94745.38 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -94959.507812 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -94959.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -95075.421875 Penalty: 3105.699951
	Iteration 2F: 3 clusters Score -95075.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -95135.343750 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -95135.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -95208.218750 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -95208.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -95255.835938 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -95255.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -95281.265625 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -95281.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -95289.617188 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -95289.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -95293.203125 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -95293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -95306.554688 Penalty: 3105.699951
	Iteration 9Q: 3 clusters Score -95306.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -95307.710938 Penalty: 3105.699951
	Iteration 10Q: 3 clusters Score -95307.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -95307.710938 Penalty: 3105.699951
	Iteration 11F: 3 clusters Score -95307.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -471418.281250 Penalty: 1933.932007
	Iteration 0F: 2 clusters Score -471418.3 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 1266 members 
Entering Unmasked Estep 
Score: -468583.125000 Penalty: 3867.864014
	Iteration 0F: 3 clusters Score -468583.1 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -469147.218750 Penalty: 3867.864014
	Iteration 1F: 3 clusters Score -469147.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -469271.500000 Penalty: 3867.864014
	Iteration 2F: 3 clusters Score -469271.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -469352.562500 Penalty: 3867.864014
	Iteration 3Q: 3 clusters Score -469352.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -469397.375000 Penalty: 3867.864014
	Iteration 4Q: 3 clusters Score -469397.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -469430.343750 Penalty: 3867.864014
	Iteration 5Q: 3 clusters Score -469430.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -469457.312500 Penalty: 3867.864014
	Iteration 6Q: 3 clusters Score -469457.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -469477.687500 Penalty: 3867.864014
	Iteration 7Q: 3 clusters Score -469477.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -469491.562500 Penalty: 3867.864014
	Iteration 8Q: 3 clusters Score -469491.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -469511.968750 Penalty: 3867.864014
	Iteration 9Q: 3 clusters Score -469512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -469532.968750 Penalty: 3867.864014
	Iteration 10Q: 3 clusters Score -469533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -469553.718750 Penalty: 3867.864014
	Iteration 11Q: 3 clusters Score -469553.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -469570.781250 Penalty: 3867.864014
	Iteration 12Q: 3 clusters Score -469570.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -469585.031250 Penalty: 3867.864014
	Iteration 13Q: 3 clusters Score -469585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -469594.125000 Penalty: 3867.864014
	Iteration 14Q: 3 clusters Score -469594.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -469603.281250 Penalty: 3867.864014
	Iteration 15Q: 3 clusters Score -469603.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -469611.031250 Penalty: 3867.864014
	Iteration 16Q: 3 clusters Score -469611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -469613.875000 Penalty: 3867.864014
	Iteration 17Q: 3 clusters Score -469613.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -469615.875000 Penalty: 3867.864014
	Iteration 18Q: 3 clusters Score -469615.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -469618.968750 Penalty: 3867.864014
	Iteration 19Q: 3 clusters Score -469619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -469622.156250 Penalty: 3867.864014
	Iteration 20F: 3 clusters Score -469622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -469622.468750 Penalty: 3867.864014
	Iteration 21Q: 3 clusters Score -469622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -469623.031250 Penalty: 3867.864014
	Iteration 22Q: 3 clusters Score -469623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -469625.375000 Penalty: 3867.864014
	Iteration 23Q: 3 clusters Score -469625.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -469627.031250 Penalty: 3867.864014
	Iteration 24Q: 3 clusters Score -469627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -469628.000000 Penalty: 3867.864014
	Iteration 25Q: 3 clusters Score -469628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -469628.312500 Penalty: 3867.864014
	Iteration 26Q: 3 clusters Score -469628.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -469629.500000 Penalty: 3867.864014
	Iteration 27Q: 3 clusters Score -469629.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -469631.312500 Penalty: 3867.864014
	Iteration 28Q: 3 clusters Score -469631.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -469632.656250 Penalty: 3867.864014
	Iteration 29Q: 3 clusters Score -469632.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -469633.031250 Penalty: 3867.864014
	Iteration 30Q: 3 clusters Score -469633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -469633.031250 Penalty: 3867.864014
	Iteration 31F: 3 clusters Score -469633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (27097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Entering Unmasked Estep 
Score: -5271357.000000 Penalty: 2531.380127
	Iteration 0F: 2 clusters Score -5271357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -5252974.500000 Penalty: 5062.760254
	Iteration 0F: 3 clusters Score -5252974 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -5259429.500000 Penalty: 5062.760254
	Iteration 1F: 3 clusters Score -5259430 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -5259795.000000 Penalty: 5062.760254
	Iteration 2Q: 3 clusters Score -5259795 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -5260051.500000 Penalty: 5062.760254
	Iteration 3Q: 3 clusters Score -5260052 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -5260276.000000 Penalty: 5062.760254
	Iteration 4Q: 3 clusters Score -5260276 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -5260411.000000 Penalty: 5062.760254
	Iteration 5Q: 3 clusters Score -5260411 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -5260508.000000 Penalty: 5062.760254
	Iteration 6Q: 3 clusters Score -5260508 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -5260574.500000 Penalty: 5062.760254
	Iteration 7Q: 3 clusters Score -5260574 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -5260675.500000 Penalty: 5062.760254
	Iteration 8Q: 3 clusters Score -5260676 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -5260780.000000 Penalty: 5062.760254
	Iteration 9Q: 3 clusters Score -5260780 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -5260880.500000 Penalty: 5062.760254
	Iteration 10Q: 3 clusters Score -5260880 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -5260946.000000 Penalty: 5062.760254
	Iteration 11Q: 3 clusters Score -5260946 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -5261057.000000 Penalty: 5062.760254
	Iteration 12Q: 3 clusters Score -5261057 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -5261178.000000 Penalty: 5062.760254
	Iteration 13Q: 3 clusters Score -5261178 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -5261331.500000 Penalty: 5062.760254
	Iteration 14Q: 3 clusters Score -5261332 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -5261516.500000 Penalty: 5062.760254
	Iteration 15Q: 3 clusters Score -5261516 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -5261768.000000 Penalty: 5062.760254
	Iteration 16Q: 3 clusters Score -5261768 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -5262153.000000 Penalty: 5062.760254
	Iteration 17Q: 3 clusters Score -5262153 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -5262740.000000 Penalty: 5062.760254
	Iteration 18Q: 3 clusters Score -5262740 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -5263611.500000 Penalty: 5062.760254
	Iteration 19F: 3 clusters Score -5263612 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -5264849.000000 Penalty: 5062.760254
	Iteration 20F: 3 clusters Score -5264849 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -5266288.000000 Penalty: 5062.760254
	Iteration 21F: 3 clusters Score -5266288 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -5267468.000000 Penalty: 5062.760254
	Iteration 22F: 3 clusters Score -5267468 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -5268287.000000 Penalty: 5062.760254
	Iteration 23Q: 3 clusters Score -5268287 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -5268693.000000 Penalty: 5062.760254
	Iteration 24Q: 3 clusters Score -5268693 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -5268887.000000 Penalty: 5062.760254
	Iteration 25Q: 3 clusters Score -5268887 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -5268978.000000 Penalty: 5062.760254
	Iteration 26Q: 3 clusters Score -5268978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -5269040.500000 Penalty: 5062.760254
	Iteration 27Q: 3 clusters Score -5269040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -5269079.000000 Penalty: 5062.760254
	Iteration 28Q: 3 clusters Score -5269079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -5269102.500000 Penalty: 5062.760254
	Iteration 29Q: 3 clusters Score -5269102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -5269121.000000 Penalty: 5062.760254
	Iteration 30Q: 3 clusters Score -5269121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -5269134.500000 Penalty: 5062.760254
	Iteration 31Q: 3 clusters Score -5269134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -5269139.500000 Penalty: 5062.760254
	Iteration 32Q: 3 clusters Score -5269140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -5269145.000000 Penalty: 5062.760254
	Iteration 33Q: 3 clusters Score -5269145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -5269145.000000 Penalty: 5062.760254
	Iteration 34F: 3 clusters Score -5269145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -17186.345703 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -17186.35 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 113 members 
Entering Unmasked Estep 
Score: -16352.889648 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -16352.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16543.064453 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -16543.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16604.771484 Penalty: 2677.488770
	Iteration 2F: 3 clusters Score -16604.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16705.228516 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -16705.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16719.609375 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -16719.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16719.609375 Penalty: 2677.488770
	Iteration 5F: 3 clusters Score -16719.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -130182.273438 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -130182.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -128487.781250 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -128487.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -128776.796875 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -128776.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -128888.859375 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -128888.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -128968.968750 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -128969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -129058.171875 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -129058.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -129129.421875 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -129129.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -129183.367188 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -129183.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -129232.179688 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -129232.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -129279.445312 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -129279.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -129303.640625 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -129303.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -129325.851562 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -129325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -129335.367188 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -129335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -129341.070312 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -129341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -129341.984375 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -129342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129342.468750 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -129342.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129342.468750 Penalty: 3294.673340
	Iteration 15F: 3 clusters Score -129342.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (15965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Entering Unmasked Estep 
Score: -3437105.250000 Penalty: 2400.182129
	Iteration 0F: 2 clusters Score -3437105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -3426483.000000 Penalty: 4800.364258
	Iteration 0F: 3 clusters Score -3426483 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3430249.000000 Penalty: 4800.364258
	Iteration 1F: 3 clusters Score -3430249 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3430651.000000 Penalty: 4800.364258
	Iteration 2F: 3 clusters Score -3430651 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3430902.000000 Penalty: 4800.364258
	Iteration 3Q: 3 clusters Score -3430902 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -3431098.500000 Penalty: 4800.364258
	Iteration 4Q: 3 clusters Score -3431098 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3431246.750000 Penalty: 4800.364258
	Iteration 5Q: 3 clusters Score -3431247 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3431375.750000 Penalty: 4800.364258
	Iteration 6Q: 3 clusters Score -3431376 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3431509.750000 Penalty: 4800.364258
	Iteration 7Q: 3 clusters Score -3431510 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3431638.500000 Penalty: 4800.364258
	Iteration 8Q: 3 clusters Score -3431638 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3431778.500000 Penalty: 4800.364258
	Iteration 9Q: 3 clusters Score -3431778 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3431921.500000 Penalty: 4800.364258
	Iteration 10Q: 3 clusters Score -3431922 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3432092.250000 Penalty: 4800.364258
	Iteration 11Q: 3 clusters Score -3432092 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3432266.500000 Penalty: 4800.364258
	Iteration 12Q: 3 clusters Score -3432266 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3432482.500000 Penalty: 4800.364258
	Iteration 13Q: 3 clusters Score -3432482 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3432883.250000 Penalty: 4800.364258
	Iteration 14Q: 3 clusters Score -3432883 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3433277.750000 Penalty: 4800.364258
	Iteration 15Q: 3 clusters Score -3433278 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3433627.250000 Penalty: 4800.364258
	Iteration 16Q: 3 clusters Score -3433627 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3433914.750000 Penalty: 4800.364258
	Iteration 17Q: 3 clusters Score -3433915 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3434129.500000 Penalty: 4800.364258
	Iteration 18Q: 3 clusters Score -3434130 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3434271.250000 Penalty: 4800.364258
	Iteration 19Q: 3 clusters Score -3434271 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3434363.750000 Penalty: 4800.364258
	Iteration 20F: 3 clusters Score -3434364 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3434429.250000 Penalty: 4800.364258
	Iteration 21Q: 3 clusters Score -3434429 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3434504.750000 Penalty: 4800.364258
	Iteration 22Q: 3 clusters Score -3434505 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3434571.000000 Penalty: 4800.364258
	Iteration 23Q: 3 clusters Score -3434571 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3434623.750000 Penalty: 4800.364258
	Iteration 24Q: 3 clusters Score -3434624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3434667.000000 Penalty: 4800.364258
	Iteration 25Q: 3 clusters Score -3434667 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3434720.750000 Penalty: 4800.364258
	Iteration 26Q: 3 clusters Score -3434721 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3434759.750000 Penalty: 4800.364258
	Iteration 27Q: 3 clusters Score -3434760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3434797.500000 Penalty: 4800.364258
	Iteration 28Q: 3 clusters Score -3434798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3434824.500000 Penalty: 4800.364258
	Iteration 29Q: 3 clusters Score -3434824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3434841.500000 Penalty: 4800.364258
	Iteration 30Q: 3 clusters Score -3434842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3434857.500000 Penalty: 4800.364258
	Iteration 31Q: 3 clusters Score -3434858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3434869.000000 Penalty: 4800.364258
	Iteration 32Q: 3 clusters Score -3434869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3434891.250000 Penalty: 4800.364258
	Iteration 33Q: 3 clusters Score -3434891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3434897.750000 Penalty: 4800.364258
	Iteration 34Q: 3 clusters Score -3434898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3434905.000000 Penalty: 4800.364258
	Iteration 35Q: 3 clusters Score -3434905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3434910.250000 Penalty: 4800.364258
	Iteration 36Q: 3 clusters Score -3434910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3434911.750000 Penalty: 4800.364258
	Iteration 37Q: 3 clusters Score -3434912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3434914.750000 Penalty: 4800.364258
	Iteration 38Q: 3 clusters Score -3434915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3434920.000000 Penalty: 4800.364258
	Iteration 39Q: 3 clusters Score -3434920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3434927.500000 Penalty: 4800.364258
	Iteration 40F: 3 clusters Score -3434928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3434930.000000 Penalty: 4800.364258
	Iteration 41Q: 3 clusters Score -3434930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3434931.000000 Penalty: 4800.364258
	Iteration 42Q: 3 clusters Score -3434931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3434942.000000 Penalty: 4800.364258
	Iteration 43Q: 3 clusters Score -3434942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3434945.250000 Penalty: 4800.364258
	Iteration 44Q: 3 clusters Score -3434945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3434956.000000 Penalty: 4800.364258
	Iteration 45Q: 3 clusters Score -3434956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3434959.250000 Penalty: 4800.364258
	Iteration 46Q: 3 clusters Score -3434959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3434957.500000 Penalty: 4800.364258
	Iteration 47Q: 3 clusters Score -3434958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3434956.750000 Penalty: 4800.364258
	Iteration 48Q: 3 clusters Score -3434957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3434956.750000 Penalty: 4800.364258
	Iteration 49F: 3 clusters Score -3434957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -456742.218750 Penalty: 1926.596191
	Iteration 0F: 2 clusters Score -456742.2 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 1184 members 
Entering Unmasked Estep 
Score: -453868.968750 Penalty: 3853.192383
	Iteration 0F: 3 clusters Score -453869 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -454402.843750 Penalty: 3853.192383
	Iteration 1F: 3 clusters Score -454402.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -454568.968750 Penalty: 3853.192383
	Iteration 2F: 3 clusters Score -454569 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -454664.437500 Penalty: 3853.192383
	Iteration 3Q: 3 clusters Score -454664.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -454738.843750 Penalty: 3853.192383
	Iteration 4Q: 3 clusters Score -454738.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -454793.875000 Penalty: 3853.192383
	Iteration 5Q: 3 clusters Score -454793.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -454849.812500 Penalty: 3853.192383
	Iteration 6Q: 3 clusters Score -454849.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -454899.125000 Penalty: 3853.192383
	Iteration 7Q: 3 clusters Score -454899.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -454940.093750 Penalty: 3853.192383
	Iteration 8Q: 3 clusters Score -454940.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -454987.562500 Penalty: 3853.192383
	Iteration 9Q: 3 clusters Score -454987.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -455024.937500 Penalty: 3853.192383
	Iteration 10Q: 3 clusters Score -455024.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -455052.062500 Penalty: 3853.192383
	Iteration 11Q: 3 clusters Score -455052.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -455070.125000 Penalty: 3853.192383
	Iteration 12Q: 3 clusters Score -455070.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -455086.093750 Penalty: 3853.192383
	Iteration 13Q: 3 clusters Score -455086.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -455101.250000 Penalty: 3853.192383
	Iteration 14Q: 3 clusters Score -455101.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -455115.781250 Penalty: 3853.192383
	Iteration 15Q: 3 clusters Score -455115.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -455125.187500 Penalty: 3853.192383
	Iteration 16Q: 3 clusters Score -455125.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -455131.062500 Penalty: 3853.192383
	Iteration 17Q: 3 clusters Score -455131.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -455138.125000 Penalty: 3853.192383
	Iteration 18Q: 3 clusters Score -455138.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -455147.687500 Penalty: 3853.192383
	Iteration 19Q: 3 clusters Score -455147.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -455157.968750 Penalty: 3853.192383
	Iteration 20F: 3 clusters Score -455158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -455167.250000 Penalty: 3853.192383
	Iteration 21Q: 3 clusters Score -455167.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -455175.750000 Penalty: 3853.192383
	Iteration 22Q: 3 clusters Score -455175.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -455182.968750 Penalty: 3853.192383
	Iteration 23Q: 3 clusters Score -455183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -455190.687500 Penalty: 3853.192383
	Iteration 24Q: 3 clusters Score -455190.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -455194.312500 Penalty: 3853.192383
	Iteration 25Q: 3 clusters Score -455194.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -455203.156250 Penalty: 3853.192383
	Iteration 26Q: 3 clusters Score -455203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -455205.312500 Penalty: 3853.192383
	Iteration 27Q: 3 clusters Score -455205.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -455206.687500 Penalty: 3853.192383
	Iteration 28Q: 3 clusters Score -455206.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -455210.156250 Penalty: 3853.192383
	Iteration 29Q: 3 clusters Score -455210.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -455214.031250 Penalty: 3853.192383
	Iteration 30Q: 3 clusters Score -455214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -455214.750000 Penalty: 3853.192383
	Iteration 31Q: 3 clusters Score -455214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -455215.218750 Penalty: 3853.192383
	Iteration 32Q: 3 clusters Score -455215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -455216.656250 Penalty: 3853.192383
	Iteration 33Q: 3 clusters Score -455216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -455216.937500 Penalty: 3853.192383
	Iteration 34Q: 3 clusters Score -455216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -455216.937500 Penalty: 3853.192383
	Iteration 35F: 3 clusters Score -455216.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (36137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Entering Unmasked Estep 
Score: -7089321.000000 Penalty: 2602.777832
	Iteration 0F: 2 clusters Score -7089321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -7068659.500000 Penalty: 5205.555664
	Iteration 0F: 3 clusters Score -7068660 nChanged 16417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -7077600.000000 Penalty: 5205.555664
	Iteration 1F: 3 clusters Score -7077600 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -7078334.000000 Penalty: 5205.555664
	Iteration 2F: 3 clusters Score -7078334 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -7079192.000000 Penalty: 5205.555664
	Iteration 3F: 3 clusters Score -7079192 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -7080298.000000 Penalty: 5205.555664
	Iteration 4F: 3 clusters Score -7080298 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -7081847.000000 Penalty: 5205.555664
	Iteration 5F: 3 clusters Score -7081847 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -7083261.000000 Penalty: 5205.555664
	Iteration 6F: 3 clusters Score -7083261 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -7084543.500000 Penalty: 5205.555664
	Iteration 7F: 3 clusters Score -7084544 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -7085470.500000 Penalty: 5205.555664
	Iteration 8Q: 3 clusters Score -7085470 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7086071.500000 Penalty: 5205.555664
	Iteration 9Q: 3 clusters Score -7086072 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7086413.500000 Penalty: 5205.555664
	Iteration 10Q: 3 clusters Score -7086414 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7086642.500000 Penalty: 5205.555664
	Iteration 11Q: 3 clusters Score -7086642 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7086831.000000 Penalty: 5205.555664
	Iteration 12Q: 3 clusters Score -7086831 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7086933.500000 Penalty: 5205.555664
	Iteration 13Q: 3 clusters Score -7086934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7087005.000000 Penalty: 5205.555664
	Iteration 14Q: 3 clusters Score -7087005 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7087046.000000 Penalty: 5205.555664
	Iteration 15Q: 3 clusters Score -7087046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7087065.500000 Penalty: 5205.555664
	Iteration 16Q: 3 clusters Score -7087066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7087080.500000 Penalty: 5205.555664
	Iteration 17Q: 3 clusters Score -7087080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7087083.000000 Penalty: 5205.555664
	Iteration 18Q: 3 clusters Score -7087083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7087105.500000 Penalty: 5205.555664
	Iteration 19Q: 3 clusters Score -7087106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7087114.500000 Penalty: 5205.555664
	Iteration 20F: 3 clusters Score -7087114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7087119.000000 Penalty: 5205.555664
	Iteration 21Q: 3 clusters Score -7087119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7087134.500000 Penalty: 5205.555664
	Iteration 22Q: 3 clusters Score -7087134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7087128.500000 Penalty: 5205.555664
	Iteration 23Q: 3 clusters Score -7087128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7087136.500000 Penalty: 5205.555664
	Iteration 24Q: 3 clusters Score -7087136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7087133.500000 Penalty: 5205.555664
	Iteration 25Q: 3 clusters Score -7087134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7087132.500000 Penalty: 5205.555664
	Iteration 26Q: 3 clusters Score -7087132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7087140.000000 Penalty: 5205.555664
	Iteration 27Q: 3 clusters Score -7087140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7087138.000000 Penalty: 5205.555664
	Iteration 28Q: 3 clusters Score -7087138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7087138.000000 Penalty: 5205.555664
	Iteration 29F: 3 clusters Score -7087138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (28372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Entering Unmasked Estep 
Score: -5591173.500000 Penalty: 2542.783203
	Iteration 0F: 2 clusters Score -5591174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -5572831.000000 Penalty: 5085.566406
	Iteration 0F: 3 clusters Score -5572831 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -5579667.000000 Penalty: 5085.566406
	Iteration 1F: 3 clusters Score -5579667 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -5580020.500000 Penalty: 5085.566406
	Iteration 2Q: 3 clusters Score -5580020 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -5580329.000000 Penalty: 5085.566406
	Iteration 3Q: 3 clusters Score -5580329 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -5580605.000000 Penalty: 5085.566406
	Iteration 4Q: 3 clusters Score -5580605 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -5580784.000000 Penalty: 5085.566406
	Iteration 5Q: 3 clusters Score -5580784 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -5580988.500000 Penalty: 5085.566406
	Iteration 6Q: 3 clusters Score -5580988 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5581241.000000 Penalty: 5085.566406
	Iteration 7Q: 3 clusters Score -5581241 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -5581421.000000 Penalty: 5085.566406
	Iteration 8Q: 3 clusters Score -5581421 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -5581655.000000 Penalty: 5085.566406
	Iteration 9Q: 3 clusters Score -5581655 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -5581962.500000 Penalty: 5085.566406
	Iteration 10Q: 3 clusters Score -5581962 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -5582400.500000 Penalty: 5085.566406
	Iteration 11Q: 3 clusters Score -5582400 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -5583023.000000 Penalty: 5085.566406
	Iteration 12Q: 3 clusters Score -5583023 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -5583719.500000 Penalty: 5085.566406
	Iteration 13Q: 3 clusters Score -5583720 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -5584541.500000 Penalty: 5085.566406
	Iteration 14Q: 3 clusters Score -5584542 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -5585382.000000 Penalty: 5085.566406
	Iteration 15Q: 3 clusters Score -5585382 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -5586154.000000 Penalty: 5085.566406
	Iteration 16Q: 3 clusters Score -5586154 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -5586825.500000 Penalty: 5085.566406
	Iteration 17Q: 3 clusters Score -5586826 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -5587230.500000 Penalty: 5085.566406
	Iteration 18Q: 3 clusters Score -5587230 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -5587568.500000 Penalty: 5085.566406
	Iteration 19Q: 3 clusters Score -5587568 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -5587878.000000 Penalty: 5085.566406
	Iteration 20F: 3 clusters Score -5587878 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -5588135.000000 Penalty: 5085.566406
	Iteration 21Q: 3 clusters Score -5588135 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -5588366.000000 Penalty: 5085.566406
	Iteration 22Q: 3 clusters Score -5588366 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -5588574.500000 Penalty: 5085.566406
	Iteration 23Q: 3 clusters Score -5588574 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -5588761.000000 Penalty: 5085.566406
	Iteration 24Q: 3 clusters Score -5588761 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -5588946.500000 Penalty: 5085.566406
	Iteration 25Q: 3 clusters Score -5588946 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -5589131.500000 Penalty: 5085.566406
	Iteration 26Q: 3 clusters Score -5589132 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -5589284.500000 Penalty: 5085.566406
	Iteration 27Q: 3 clusters Score -5589284 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -5589412.000000 Penalty: 5085.566406
	Iteration 28Q: 3 clusters Score -5589412 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -5589465.500000 Penalty: 5085.566406
	Iteration 29Q: 3 clusters Score -5589466 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -5589490.500000 Penalty: 5085.566406
	Iteration 30Q: 3 clusters Score -5589490 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -5589536.500000 Penalty: 5085.566406
	Iteration 31Q: 3 clusters Score -5589536 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -5589542.000000 Penalty: 5085.566406
	Iteration 32Q: 3 clusters Score -5589542 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -5589570.500000 Penalty: 5085.566406
	Iteration 33Q: 3 clusters Score -5589570 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -5589601.000000 Penalty: 5085.566406
	Iteration 34Q: 3 clusters Score -5589601 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -5589601.500000 Penalty: 5085.566406
	Iteration 35Q: 3 clusters Score -5589602 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -5589598.500000 Penalty: 5085.566406
	Iteration 36Q: 3 clusters Score -5589598 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -5589598.000000 Penalty: 5085.566406
	Iteration 37Q: 3 clusters Score -5589598 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -5589591.000000 Penalty: 5085.566406
	Iteration 38Q: 3 clusters Score -5589591 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -5589587.000000 Penalty: 5085.566406
	Iteration 39Q: 3 clusters Score -5589587 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -5589626.000000 Penalty: 5085.566406
	Iteration 40F: 3 clusters Score -5589626 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -5589616.500000 Penalty: 5085.566406
	Iteration 41Q: 3 clusters Score -5589616 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -5589632.000000 Penalty: 5085.566406
	Iteration 42Q: 3 clusters Score -5589632 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -5589669.000000 Penalty: 5085.566406
	Iteration 43Q: 3 clusters Score -5589669 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -5589662.500000 Penalty: 5085.566406
	Iteration 44Q: 3 clusters Score -5589662 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -5589686.500000 Penalty: 5085.566406
	Iteration 45Q: 3 clusters Score -5589686 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -5589728.500000 Penalty: 5085.566406
	Iteration 46Q: 3 clusters Score -5589728 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -5589747.000000 Penalty: 5085.566406
	Iteration 47Q: 3 clusters Score -5589747 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -5589756.500000 Penalty: 5085.566406
	Iteration 48Q: 3 clusters Score -5589756 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -5589757.000000 Penalty: 5085.566406
	Iteration 49Q: 3 clusters Score -5589757 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -5589750.000000 Penalty: 5085.566406
	Iteration 50Q: 3 clusters Score -5589750 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -5589748.500000 Penalty: 5085.566406
	Iteration 51Q: 3 clusters Score -5589748 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -5589721.000000 Penalty: 5085.566406
	Iteration 52Q: 3 clusters Score -5589721 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -5589733.000000 Penalty: 5085.566406
	Iteration 53Q: 3 clusters Score -5589733 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -5589703.000000 Penalty: 5085.566406
	Iteration 54Q: 3 clusters Score -5589703 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -5589682.000000 Penalty: 5085.566406
	Iteration 55Q: 3 clusters Score -5589682 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -5589694.500000 Penalty: 5085.566406
	Iteration 56Q: 3 clusters Score -5589694 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -5589731.500000 Penalty: 5085.566406
	Iteration 57Q: 3 clusters Score -5589732 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -5589731.500000 Penalty: 5085.566406
	Iteration 58Q: 3 clusters Score -5589732 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -5589679.500000 Penalty: 5085.566406
	Iteration 59Q: 3 clusters Score -5589680 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -5589712.000000 Penalty: 5085.566406
	Iteration 60F: 3 clusters Score -5589712 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -5589709.500000 Penalty: 5085.566406
	Iteration 61Q: 3 clusters Score -5589710 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -5589736.500000 Penalty: 5085.566406
	Iteration 62Q: 3 clusters Score -5589736 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -5589743.000000 Penalty: 5085.566406
	Iteration 63Q: 3 clusters Score -5589743 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -5589704.000000 Penalty: 5085.566406
	Iteration 64Q: 3 clusters Score -5589704 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -5589688.000000 Penalty: 5085.566406
	Iteration 65Q: 3 clusters Score -5589688 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -5589699.500000 Penalty: 5085.566406
	Iteration 66Q: 3 clusters Score -5589700 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -5589733.500000 Penalty: 5085.566406
	Iteration 67Q: 3 clusters Score -5589734 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -5589775.000000 Penalty: 5085.566406
	Iteration 68Q: 3 clusters Score -5589775 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -5589786.000000 Penalty: 5085.566406
	Iteration 69Q: 3 clusters Score -5589786 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -5589772.500000 Penalty: 5085.566406
	Iteration 70Q: 3 clusters Score -5589772 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -5589747.000000 Penalty: 5085.566406
	Iteration 71Q: 3 clusters Score -5589747 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -5589731.000000 Penalty: 5085.566406
	Iteration 72Q: 3 clusters Score -5589731 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -5589686.000000 Penalty: 5085.566406
	Iteration 73Q: 3 clusters Score -5589686 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -5589644.500000 Penalty: 5085.566406
	Iteration 74Q: 3 clusters Score -5589644 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -5589603.500000 Penalty: 5085.566406
	Iteration 75Q: 3 clusters Score -5589604 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -5589580.500000 Penalty: 5085.566406
	Iteration 76Q: 3 clusters Score -5589580 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -5589550.000000 Penalty: 5085.566406
	Iteration 77Q: 3 clusters Score -5589550 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -5589515.500000 Penalty: 5085.566406
	Iteration 78Q: 3 clusters Score -5589516 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -5589527.000000 Penalty: 5085.566406
	Iteration 79Q: 3 clusters Score -5589527 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -5589491.000000 Penalty: 5085.566406
	Iteration 80F: 3 clusters Score -5589491 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -5589444.000000 Penalty: 5085.566406
	Iteration 81Q: 3 clusters Score -5589444 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -5589423.000000 Penalty: 5085.566406
	Iteration 82Q: 3 clusters Score -5589423 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -5589392.500000 Penalty: 5085.566406
	Iteration 83Q: 3 clusters Score -5589392 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -5589372.000000 Penalty: 5085.566406
	Iteration 84Q: 3 clusters Score -5589372 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -5589342.000000 Penalty: 5085.566406
	Iteration 85Q: 3 clusters Score -5589342 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -5589319.500000 Penalty: 5085.566406
	Iteration 86Q: 3 clusters Score -5589320 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -5589276.500000 Penalty: 5085.566406
	Iteration 87Q: 3 clusters Score -5589276 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -5589257.500000 Penalty: 5085.566406
	Iteration 88Q: 3 clusters Score -5589258 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -5589235.000000 Penalty: 5085.566406
	Iteration 89Q: 3 clusters Score -5589235 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5589210.000000 Penalty: 5085.566406
	Iteration 90Q: 3 clusters Score -5589210 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -5589159.000000 Penalty: 5085.566406
	Iteration 91Q: 3 clusters Score -5589159 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -5589148.500000 Penalty: 5085.566406
	Iteration 92Q: 3 clusters Score -5589148 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -5589118.000000 Penalty: 5085.566406
	Iteration 93Q: 3 clusters Score -5589118 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -5589105.000000 Penalty: 5085.566406
	Iteration 94Q: 3 clusters Score -5589105 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -5589102.000000 Penalty: 5085.566406
	Iteration 95Q: 3 clusters Score -5589102 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -5589106.000000 Penalty: 5085.566406
	Iteration 96Q: 3 clusters Score -5589106 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -5589073.000000 Penalty: 5085.566406
	Iteration 97Q: 3 clusters Score -5589073 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -5589077.000000 Penalty: 5085.566406
	Iteration 98Q: 3 clusters Score -5589077 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -5589062.500000 Penalty: 5085.566406
	Iteration 99Q: 3 clusters Score -5589062 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -5589061.000000 Penalty: 5085.566406
	Iteration 100F: 3 clusters Score -5589061 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -5589002.000000 Penalty: 5085.566406
	Iteration 101Q: 3 clusters Score -5589002 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -5588991.500000 Penalty: 5085.566406
	Iteration 102Q: 3 clusters Score -5588992 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -5588992.000000 Penalty: 5085.566406
	Iteration 103Q: 3 clusters Score -5588992 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -5589022.500000 Penalty: 5085.566406
	Iteration 104Q: 3 clusters Score -5589022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -5589018.500000 Penalty: 5085.566406
	Iteration 105Q: 3 clusters Score -5589018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -5589023.000000 Penalty: 5085.566406
	Iteration 106Q: 3 clusters Score -5589023 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -5589037.500000 Penalty: 5085.566406
	Iteration 107Q: 3 clusters Score -5589038 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -5589049.500000 Penalty: 5085.566406
	Iteration 108Q: 3 clusters Score -5589050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -5589069.500000 Penalty: 5085.566406
	Iteration 109Q: 3 clusters Score -5589070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -5589074.000000 Penalty: 5085.566406
	Iteration 110Q: 3 clusters Score -5589074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -5589090.000000 Penalty: 5085.566406
	Iteration 111Q: 3 clusters Score -5589090 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -5589095.500000 Penalty: 5085.566406
	Iteration 112Q: 3 clusters Score -5589096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -5589100.000000 Penalty: 5085.566406
	Iteration 113Q: 3 clusters Score -5589100 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -5589109.000000 Penalty: 5085.566406
	Iteration 114Q: 3 clusters Score -5589109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -5589113.500000 Penalty: 5085.566406
	Iteration 115Q: 3 clusters Score -5589114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -5589123.500000 Penalty: 5085.566406
	Iteration 116Q: 3 clusters Score -5589124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -5589130.500000 Penalty: 5085.566406
	Iteration 117Q: 3 clusters Score -5589130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -5589131.500000 Penalty: 5085.566406
	Iteration 118Q: 3 clusters Score -5589132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -5589128.500000 Penalty: 5085.566406
	Iteration 119Q: 3 clusters Score -5589128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -5589117.500000 Penalty: 5085.566406
	Iteration 120F: 3 clusters Score -5589118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -5589130.500000 Penalty: 5085.566406
	Iteration 121Q: 3 clusters Score -5589130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -5589126.000000 Penalty: 5085.566406
	Iteration 122Q: 3 clusters Score -5589126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -5589146.000000 Penalty: 5085.566406
	Iteration 123Q: 3 clusters Score -5589146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -5589163.000000 Penalty: 5085.566406
	Iteration 124Q: 3 clusters Score -5589163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -5589190.000000 Penalty: 5085.566406
	Iteration 125Q: 3 clusters Score -5589190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -5589200.500000 Penalty: 5085.566406
	Iteration 126Q: 3 clusters Score -5589200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -5589201.500000 Penalty: 5085.566406
	Iteration 127Q: 3 clusters Score -5589202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -5589214.000000 Penalty: 5085.566406
	Iteration 128Q: 3 clusters Score -5589214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -5589217.500000 Penalty: 5085.566406
	Iteration 129Q: 3 clusters Score -5589218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -5589226.000000 Penalty: 5085.566406
	Iteration 130Q: 3 clusters Score -5589226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -5589227.500000 Penalty: 5085.566406
	Iteration 131Q: 3 clusters Score -5589228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -5589221.000000 Penalty: 5085.566406
	Iteration 132Q: 3 clusters Score -5589221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -5589220.500000 Penalty: 5085.566406
	Iteration 133Q: 3 clusters Score -5589220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -5589216.000000 Penalty: 5085.566406
	Iteration 134Q: 3 clusters Score -5589216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -5589218.000000 Penalty: 5085.566406
	Iteration 135Q: 3 clusters Score -5589218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -5589210.000000 Penalty: 5085.566406
	Iteration 136Q: 3 clusters Score -5589210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -5589214.500000 Penalty: 5085.566406
	Iteration 137Q: 3 clusters Score -5589214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -5589213.000000 Penalty: 5085.566406
	Iteration 138Q: 3 clusters Score -5589213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -5589203.500000 Penalty: 5085.566406
	Iteration 139Q: 3 clusters Score -5589204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -5589204.000000 Penalty: 5085.566406
	Iteration 140F: 3 clusters Score -5589204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -5589202.000000 Penalty: 5085.566406
	Iteration 141Q: 3 clusters Score -5589202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5589201.000000 Penalty: 5085.566406
	Iteration 142Q: 3 clusters Score -5589201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -5589201.500000 Penalty: 5085.566406
	Iteration 143Q: 3 clusters Score -5589202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -5589201.500000 Penalty: 5085.566406
	Iteration 144F: 3 clusters Score -5589202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (31741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Entering Unmasked Estep 
Score: -6242321.500000 Penalty: 2570.610352
	Iteration 0F: 2 clusters Score -6242322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -6223105.000000 Penalty: 5141.220703
	Iteration 0F: 3 clusters Score -6223105 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -6230823.500000 Penalty: 5141.220703
	Iteration 1F: 3 clusters Score -6230824 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -6231242.000000 Penalty: 5141.220703
	Iteration 2Q: 3 clusters Score -6231242 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -6231559.000000 Penalty: 5141.220703
	Iteration 3Q: 3 clusters Score -6231559 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -6231861.500000 Penalty: 5141.220703
	Iteration 4Q: 3 clusters Score -6231862 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -6232216.500000 Penalty: 5141.220703
	Iteration 5Q: 3 clusters Score -6232216 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -6232653.500000 Penalty: 5141.220703
	Iteration 6Q: 3 clusters Score -6232654 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -6233163.500000 Penalty: 5141.220703
	Iteration 7Q: 3 clusters Score -6233164 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -6233893.000000 Penalty: 5141.220703
	Iteration 8F: 3 clusters Score -6233893 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -6234737.000000 Penalty: 5141.220703
	Iteration 9F: 3 clusters Score -6234737 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -6235864.000000 Penalty: 5141.220703
	Iteration 10F: 3 clusters Score -6235864 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -6237441.500000 Penalty: 5141.220703
	Iteration 11F: 3 clusters Score -6237442 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -6238486.500000 Penalty: 5141.220703
	Iteration 12Q: 3 clusters Score -6238486 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -6239088.500000 Penalty: 5141.220703
	Iteration 13Q: 3 clusters Score -6239088 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -6239455.500000 Penalty: 5141.220703
	Iteration 14Q: 3 clusters Score -6239456 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -6239615.000000 Penalty: 5141.220703
	Iteration 15Q: 3 clusters Score -6239615 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -6239735.500000 Penalty: 5141.220703
	Iteration 16Q: 3 clusters Score -6239736 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -6239827.000000 Penalty: 5141.220703
	Iteration 17Q: 3 clusters Score -6239827 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -6239879.000000 Penalty: 5141.220703
	Iteration 18Q: 3 clusters Score -6239879 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -6239920.000000 Penalty: 5141.220703
	Iteration 19Q: 3 clusters Score -6239920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -6239943.500000 Penalty: 5141.220703
	Iteration 20F: 3 clusters Score -6239944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -6239970.000000 Penalty: 5141.220703
	Iteration 21Q: 3 clusters Score -6239970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -6239980.500000 Penalty: 5141.220703
	Iteration 22Q: 3 clusters Score -6239980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -6239996.500000 Penalty: 5141.220703
	Iteration 23Q: 3 clusters Score -6239996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -6239999.500000 Penalty: 5141.220703
	Iteration 24Q: 3 clusters Score -6240000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -6240009.000000 Penalty: 5141.220703
	Iteration 25Q: 3 clusters Score -6240009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -6240009.500000 Penalty: 5141.220703
	Iteration 26Q: 3 clusters Score -6240010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -6240015.000000 Penalty: 5141.220703
	Iteration 27Q: 3 clusters Score -6240015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -6240016.500000 Penalty: 5141.220703
	Iteration 28Q: 3 clusters Score -6240016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -6240025.000000 Penalty: 5141.220703
	Iteration 29Q: 3 clusters Score -6240025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -6240024.500000 Penalty: 5141.220703
	Iteration 30Q: 3 clusters Score -6240024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -6240031.000000 Penalty: 5141.220703
	Iteration 31Q: 3 clusters Score -6240031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -6240031.500000 Penalty: 5141.220703
	Iteration 32Q: 3 clusters Score -6240032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -6240030.500000 Penalty: 5141.220703
	Iteration 33Q: 3 clusters Score -6240030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -6240039.000000 Penalty: 5141.220703
	Iteration 34Q: 3 clusters Score -6240039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -6240043.000000 Penalty: 5141.220703
	Iteration 35Q: 3 clusters Score -6240043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -6240041.500000 Penalty: 5141.220703
	Iteration 36Q: 3 clusters Score -6240042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -6240040.000000 Penalty: 5141.220703
	Iteration 37Q: 3 clusters Score -6240040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -6240037.500000 Penalty: 5141.220703
	Iteration 38Q: 3 clusters Score -6240038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -6240037.500000 Penalty: 5141.220703
	Iteration 39F: 3 clusters Score -6240038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (39255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Entering Unmasked Estep 
Score: -7667342.500000 Penalty: 2623.302979
	Iteration 0F: 2 clusters Score -7667342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -7644214.500000 Penalty: 5246.605957
	Iteration 0F: 3 clusters Score -7644214 nChanged 17971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -7653916.500000 Penalty: 5246.605957
	Iteration 1F: 3 clusters Score -7653916 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -7654451.500000 Penalty: 5246.605957
	Iteration 2Q: 3 clusters Score -7654452 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -7654953.000000 Penalty: 5246.605957
	Iteration 3Q: 3 clusters Score -7654953 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -7655488.500000 Penalty: 5246.605957
	Iteration 4Q: 3 clusters Score -7655488 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -7656162.500000 Penalty: 5246.605957
	Iteration 5Q: 3 clusters Score -7656162 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -7657141.000000 Penalty: 5246.605957
	Iteration 6F: 3 clusters Score -7657141 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -7658447.000000 Penalty: 5246.605957
	Iteration 7F: 3 clusters Score -7658447 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -7660095.500000 Penalty: 5246.605957
	Iteration 8F: 3 clusters Score -7660096 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -7661521.500000 Penalty: 5246.605957
	Iteration 9F: 3 clusters Score -7661522 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -7662675.000000 Penalty: 5246.605957
	Iteration 10F: 3 clusters Score -7662675 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -7663550.000000 Penalty: 5246.605957
	Iteration 11Q: 3 clusters Score -7663550 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -7664108.500000 Penalty: 5246.605957
	Iteration 12Q: 3 clusters Score -7664108 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7664395.500000 Penalty: 5246.605957
	Iteration 13Q: 3 clusters Score -7664396 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7664622.500000 Penalty: 5246.605957
	Iteration 14Q: 3 clusters Score -7664622 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7664842.000000 Penalty: 5246.605957
	Iteration 15Q: 3 clusters Score -7664842 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7664991.000000 Penalty: 5246.605957
	Iteration 16Q: 3 clusters Score -7664991 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7665064.000000 Penalty: 5246.605957
	Iteration 17Q: 3 clusters Score -7665064 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7665125.000000 Penalty: 5246.605957
	Iteration 18Q: 3 clusters Score -7665125 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7665164.000000 Penalty: 5246.605957
	Iteration 19Q: 3 clusters Score -7665164 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7665176.500000 Penalty: 5246.605957
	Iteration 20F: 3 clusters Score -7665176 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7665170.500000 Penalty: 5246.605957
	Iteration 21Q: 3 clusters Score -7665170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7665193.000000 Penalty: 5246.605957
	Iteration 22Q: 3 clusters Score -7665193 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7665206.500000 Penalty: 5246.605957
	Iteration 23Q: 3 clusters Score -7665206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7665229.000000 Penalty: 5246.605957
	Iteration 24Q: 3 clusters Score -7665229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7665264.500000 Penalty: 5246.605957
	Iteration 25Q: 3 clusters Score -7665264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7665272.000000 Penalty: 5246.605957
	Iteration 26Q: 3 clusters Score -7665272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7665292.500000 Penalty: 5246.605957
	Iteration 27Q: 3 clusters Score -7665292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7665298.000000 Penalty: 5246.605957
	Iteration 28Q: 3 clusters Score -7665298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7665313.000000 Penalty: 5246.605957
	Iteration 29Q: 3 clusters Score -7665313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7665323.500000 Penalty: 5246.605957
	Iteration 30Q: 3 clusters Score -7665324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7665325.500000 Penalty: 5246.605957
	Iteration 31Q: 3 clusters Score -7665326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7665336.500000 Penalty: 5246.605957
	Iteration 32Q: 3 clusters Score -7665336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7665339.000000 Penalty: 5246.605957
	Iteration 33Q: 3 clusters Score -7665339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7665354.000000 Penalty: 5246.605957
	Iteration 34Q: 3 clusters Score -7665354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7665358.500000 Penalty: 5246.605957
	Iteration 35Q: 3 clusters Score -7665358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7665359.500000 Penalty: 5246.605957
	Iteration 36Q: 3 clusters Score -7665360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7665366.500000 Penalty: 5246.605957
	Iteration 37Q: 3 clusters Score -7665366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7665357.500000 Penalty: 5246.605957
	Iteration 38Q: 3 clusters Score -7665358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7665359.500000 Penalty: 5246.605957
	Iteration 39Q: 3 clusters Score -7665360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7665362.500000 Penalty: 5246.605957
	Iteration 40F: 3 clusters Score -7665362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7665369.000000 Penalty: 5246.605957
	Iteration 41Q: 3 clusters Score -7665369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7665368.000000 Penalty: 5246.605957
	Iteration 42Q: 3 clusters Score -7665368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7665365.000000 Penalty: 5246.605957
	Iteration 43Q: 3 clusters Score -7665365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7665372.500000 Penalty: 5246.605957
	Iteration 44Q: 3 clusters Score -7665372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7665364.500000 Penalty: 5246.605957
	Iteration 45Q: 3 clusters Score -7665364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7665364.000000 Penalty: 5246.605957
	Iteration 46Q: 3 clusters Score -7665364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7665362.500000 Penalty: 5246.605957
	Iteration 47Q: 3 clusters Score -7665362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7665363.500000 Penalty: 5246.605957
	Iteration 48Q: 3 clusters Score -7665364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7665370.000000 Penalty: 5246.605957
	Iteration 49Q: 3 clusters Score -7665370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7665369.500000 Penalty: 5246.605957
	Iteration 50Q: 3 clusters Score -7665370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7665370.000000 Penalty: 5246.605957
	Iteration 51Q: 3 clusters Score -7665370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7665370.000000 Penalty: 5246.605957
	Iteration 52F: 3 clusters Score -7665370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 18446 members 
Mstep: Class 3 contains 1237 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 28910 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15532 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 38894 members 
Mstep: Class 20 contains 8155 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4792 members 
Mstep: Class 27 contains 8670 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 14376 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19376 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3275 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 13358 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15580 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 27097 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15965 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 36137 members 
Mstep: Class 55 contains 28372 members 
Mstep: Class 56 contains 31741 members 
Mstep: Class 57 contains 39255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246896.000000 Penalty: 180303.937500
Iteration 399Q: 57 clusters Score -8.42469e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 18296 members 
Mstep: Class 3 contains 1239 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5359 members 
Mstep: Class 13 contains 28901 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15534 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 38904 members 
Mstep: Class 20 contains 8156 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 8651 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14380 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19372 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3272 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 13496 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15580 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 27027 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15966 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 36112 members 
Mstep: Class 55 contains 28426 members 
Mstep: Class 56 contains 31792 members 
Mstep: Class 57 contains 39299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246520.000000 Penalty: 180303.937500
Iteration 400F: 57 clusters Score -8.424652e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 18136 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5359 members 
Mstep: Class 13 contains 28893 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15535 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 38902 members 
Mstep: Class 20 contains 8163 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 8629 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14384 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19367 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3270 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 13681 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15577 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 26956 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15964 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 36087 members 
Mstep: Class 55 contains 28467 members 
Mstep: Class 56 contains 31853 members 
Mstep: Class 57 contains 39316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246688.000000 Penalty: 180303.937500
Iteration 401Q: 57 clusters Score -8.424669e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 17984 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3830 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 28879 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15537 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7896 members 
Mstep: Class 19 contains 38904 members 
Mstep: Class 20 contains 8163 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 8614 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14391 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19370 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3268 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 13838 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15579 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 26900 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15961 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 36057 members 
Mstep: Class 55 contains 28508 members 
Mstep: Class 56 contains 31921 members 
Mstep: Class 57 contains 39335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246688.000000 Penalty: 180303.937500
Iteration 402Q: 57 clusters Score -8.424669e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 17838 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3828 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 13 contains 28847 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15539 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7895 members 
Mstep: Class 19 contains 38892 members 
Mstep: Class 20 contains 8168 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 8600 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14393 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19372 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3267 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 14000 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15577 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15956 members 
Mstep: Class 53 contains 2362 members 
Mstep: Class 54 contains 36012 members 
Mstep: Class 55 contains 28561 members 
Mstep: Class 56 contains 31996 members 
Mstep: Class 57 contains 39370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246720.000000 Penalty: 180303.937500
Iteration 403Q: 57 clusters Score -8.424672e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 17683 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 28840 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15542 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7890 members 
Mstep: Class 19 contains 38876 members 
Mstep: Class 20 contains 8169 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 8587 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14397 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19377 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3266 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 14164 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15576 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 26778 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15958 members 
Mstep: Class 53 contains 2362 members 
Mstep: Class 54 contains 35964 members 
Mstep: Class 55 contains 28601 members 
Mstep: Class 56 contains 32072 members 
Mstep: Class 57 contains 39401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246672.000000 Penalty: 180303.937500
Iteration 404Q: 57 clusters Score -8.424667e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 17502 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 13 contains 28844 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15542 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7879 members 
Mstep: Class 19 contains 38872 members 
Mstep: Class 20 contains 8173 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 4789 members 
Mstep: Class 27 contains 8572 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14399 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19376 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3264 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 14366 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15579 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 26720 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15957 members 
Mstep: Class 53 contains 2364 members 
Mstep: Class 54 contains 35949 members 
Mstep: Class 55 contains 28639 members 
Mstep: Class 56 contains 32119 members 
Mstep: Class 57 contains 39401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246784.000000 Penalty: 180303.937500
Iteration 405Q: 57 clusters Score -8.424678e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 17324 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 13 contains 28839 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15543 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7884 members 
Mstep: Class 19 contains 38868 members 
Mstep: Class 20 contains 8174 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 4789 members 
Mstep: Class 27 contains 8565 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14399 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19378 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3263 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 14582 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15583 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 26656 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15954 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 35946 members 
Mstep: Class 55 contains 28675 members 
Mstep: Class 56 contains 32159 members 
Mstep: Class 57 contains 39380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246920.000000 Penalty: 180303.937500
Iteration 406Q: 57 clusters Score -8.424692e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 17132 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3826 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 13 contains 28862 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15542 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7880 members 
Mstep: Class 19 contains 38860 members 
Mstep: Class 20 contains 8176 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 4787 members 
Mstep: Class 27 contains 8560 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14399 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19383 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3263 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 14774 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15586 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 26595 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15950 members 
Mstep: Class 53 contains 2367 members 
Mstep: Class 54 contains 35914 members 
Mstep: Class 55 contains 28732 members 
Mstep: Class 56 contains 32218 members 
Mstep: Class 57 contains 39360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246728.000000 Penalty: 180303.937500
Iteration 407Q: 57 clusters Score -8.424673e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 16934 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 13 contains 28872 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15545 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7877 members 
Mstep: Class 19 contains 38856 members 
Mstep: Class 20 contains 8174 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 4787 members 
Mstep: Class 27 contains 8556 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14399 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19381 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3263 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 14975 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15590 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 26545 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15943 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 35856 members 
Mstep: Class 55 contains 28780 members 
Mstep: Class 56 contains 32301 members 
Mstep: Class 57 contains 39347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246680.000000 Penalty: 180303.937500
Iteration 408Q: 57 clusters Score -8.424668e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 16705 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3822 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 28897 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15547 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7879 members 
Mstep: Class 19 contains 38849 members 
Mstep: Class 20 contains 8176 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 8555 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14393 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19379 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3262 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 15191 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15593 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 26494 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15947 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 35801 members 
Mstep: Class 55 contains 28842 members 
Mstep: Class 56 contains 32364 members 
Mstep: Class 57 contains 39334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246464.000000 Penalty: 180303.937500
Iteration 409Q: 57 clusters Score -8.424646e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 16467 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3820 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5353 members 
Mstep: Class 13 contains 28918 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15555 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 38850 members 
Mstep: Class 20 contains 8175 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 8556 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14385 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19373 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 3258 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 15432 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15592 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 26451 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15949 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 35754 members 
Mstep: Class 55 contains 28903 members 
Mstep: Class 56 contains 32406 members 
Mstep: Class 57 contains 39319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246632.000000 Penalty: 180303.937500
Iteration 410Q: 57 clusters Score -8.424663e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 16190 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 28921 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15559 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7880 members 
Mstep: Class 19 contains 38845 members 
Mstep: Class 20 contains 8178 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 8549 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14384 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19372 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 3257 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 15713 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15592 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 26410 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15945 members 
Mstep: Class 53 contains 2361 members 
Mstep: Class 54 contains 35714 members 
Mstep: Class 55 contains 28976 members 
Mstep: Class 56 contains 32445 members 
Mstep: Class 57 contains 39306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246664.000000 Penalty: 180303.937500
Iteration 411Q: 57 clusters Score -8.424666e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 15906 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 28945 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15564 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 38823 members 
Mstep: Class 20 contains 8176 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 8546 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14385 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19373 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3254 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 16006 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15592 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 525 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 26379 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15938 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 35665 members 
Mstep: Class 55 contains 29035 members 
Mstep: Class 56 contains 32484 members 
Mstep: Class 57 contains 39286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246592.000000 Penalty: 180303.937500
Iteration 412Q: 57 clusters Score -8.424659e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 15613 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 28982 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15569 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7864 members 
Mstep: Class 19 contains 38823 members 
Mstep: Class 20 contains 8174 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 8539 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14387 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19375 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3252 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 16323 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15592 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 525 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 26349 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15940 members 
Mstep: Class 53 contains 2361 members 
Mstep: Class 54 contains 35621 members 
Mstep: Class 55 contains 29093 members 
Mstep: Class 56 contains 32495 members 
Mstep: Class 57 contains 39253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246584.000000 Penalty: 180303.937500
Iteration 413Q: 57 clusters Score -8.424658e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 15320 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 29024 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15569 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 38815 members 
Mstep: Class 20 contains 8173 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 8533 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14387 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19379 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3252 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 16651 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15594 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 525 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 26329 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15933 members 
Mstep: Class 53 contains 2361 members 
Mstep: Class 54 contains 35570 members 
Mstep: Class 55 contains 29158 members 
Mstep: Class 56 contains 32489 members 
Mstep: Class 57 contains 39221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246848.000000 Penalty: 180303.937500
Iteration 414Q: 57 clusters Score -8.424685e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 15014 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 29045 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15569 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 38816 members 
Mstep: Class 20 contains 8173 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 8525 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14391 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 19384 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 3251 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 16984 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15601 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 525 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 26303 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15929 members 
Mstep: Class 53 contains 2358 members 
Mstep: Class 54 contains 35512 members 
Mstep: Class 55 contains 29239 members 
Mstep: Class 56 contains 32499 members 
Mstep: Class 57 contains 39191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246656.000000 Penalty: 180303.937500
Iteration 415Q: 57 clusters Score -8.424666e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 14697 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 29080 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15564 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7855 members 
Mstep: Class 19 contains 38808 members 
Mstep: Class 20 contains 8179 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 8522 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14391 members 
Mstep: Class 31 contains 2020 members 
Mstep: Class 32 contains 19391 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3253 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 17324 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15608 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 525 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 26287 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15931 members 
Mstep: Class 53 contains 2359 members 
Mstep: Class 54 contains 35440 members 
Mstep: Class 55 contains 29309 members 
Mstep: Class 56 contains 32491 members 
Mstep: Class 57 contains 39160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246576.000000 Penalty: 180303.937500
Iteration 416Q: 57 clusters Score -8.424658e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 14410 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 29097 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15569 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7852 members 
Mstep: Class 19 contains 38800 members 
Mstep: Class 20 contains 8178 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 8518 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14387 members 
Mstep: Class 31 contains 2020 members 
Mstep: Class 32 contains 19394 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3256 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 17644 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15615 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 525 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 26277 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15927 members 
Mstep: Class 53 contains 2361 members 
Mstep: Class 54 contains 35378 members 
Mstep: Class 55 contains 29365 members 
Mstep: Class 56 contains 32505 members 
Mstep: Class 57 contains 39130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246696.000000 Penalty: 180303.937500
Iteration 417Q: 57 clusters Score -8.42467e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 14142 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 29124 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15573 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7854 members 
Mstep: Class 19 contains 38803 members 
Mstep: Class 20 contains 8181 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 8510 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14380 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19399 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3253 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 17946 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15612 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 525 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 26260 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15924 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 35325 members 
Mstep: Class 55 contains 29432 members 
Mstep: Class 56 contains 32521 members 
Mstep: Class 57 contains 39075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246704.000000 Penalty: 180303.937500
Iteration 418Q: 57 clusters Score -8.42467e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 29174 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15581 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7853 members 
Mstep: Class 19 contains 38800 members 
Mstep: Class 20 contains 8183 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4782 members 
Mstep: Class 27 contains 8505 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14381 members 
Mstep: Class 31 contains 2022 members 
Mstep: Class 32 contains 19404 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3253 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 18236 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15617 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 525 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 26257 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15911 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 35233 members 
Mstep: Class 55 contains 29475 members 
Mstep: Class 56 contains 32527 members 
Mstep: Class 57 contains 39048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246808.000000 Penalty: 180303.937500
Iteration 419Q: 57 clusters Score -8.424681e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 13656 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 29208 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15583 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7846 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 8184 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 8498 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14380 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19402 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3254 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 18501 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15619 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 525 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 26253 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15906 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 35144 members 
Mstep: Class 55 contains 29551 members 
Mstep: Class 56 contains 32520 members 
Mstep: Class 57 contains 39023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246984.000000 Penalty: 180303.937500
Iteration 420F: 57 clusters Score -8.424698e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 13433 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 29238 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15591 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 38800 members 
Mstep: Class 20 contains 8179 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 8491 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14383 members 
Mstep: Class 31 contains 2024 members 
Mstep: Class 32 contains 19399 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3256 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 18753 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15619 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 525 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 26256 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15901 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 35045 members 
Mstep: Class 55 contains 29605 members 
Mstep: Class 56 contains 32553 members 
Mstep: Class 57 contains 38988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246752.000000 Penalty: 180303.937500
Iteration 421Q: 57 clusters Score -8.424675e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 13254 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5353 members 
Mstep: Class 13 contains 29277 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15594 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7837 members 
Mstep: Class 19 contains 38797 members 
Mstep: Class 20 contains 8179 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 8491 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14383 members 
Mstep: Class 31 contains 2024 members 
Mstep: Class 32 contains 19404 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3256 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 18985 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15619 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2436 members 
Mstep: Class 49 contains 26253 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15900 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 34966 members 
Mstep: Class 55 contains 29639 members 
Mstep: Class 56 contains 32563 members 
Mstep: Class 57 contains 38938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246608.000000 Penalty: 180303.937500
Iteration 422Q: 57 clusters Score -8.424661e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 13083 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 29305 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15593 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 38797 members 
Mstep: Class 20 contains 8180 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 8489 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14382 members 
Mstep: Class 31 contains 2023 members 
Mstep: Class 32 contains 19409 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3255 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 19207 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15625 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2434 members 
Mstep: Class 49 contains 26257 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15902 members 
Mstep: Class 53 contains 2364 members 
Mstep: Class 54 contains 34895 members 
Mstep: Class 55 contains 29678 members 
Mstep: Class 56 contains 32565 members 
Mstep: Class 57 contains 38896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246672.000000 Penalty: 180303.937500
Iteration 423Q: 57 clusters Score -8.424667e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 12904 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 29319 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15596 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 38799 members 
Mstep: Class 20 contains 8182 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 8488 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14382 members 
Mstep: Class 31 contains 2022 members 
Mstep: Class 32 contains 19408 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 3254 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 19450 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15631 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26257 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15904 members 
Mstep: Class 53 contains 2367 members 
Mstep: Class 54 contains 34833 members 
Mstep: Class 55 contains 29687 members 
Mstep: Class 56 contains 32573 members 
Mstep: Class 57 contains 38854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246576.000000 Penalty: 180303.937500
Iteration 424Q: 57 clusters Score -8.424658e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 12715 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 29327 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15602 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 38797 members 
Mstep: Class 20 contains 8179 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 8487 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14383 members 
Mstep: Class 31 contains 2022 members 
Mstep: Class 32 contains 19416 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3255 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 19690 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15631 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26261 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15903 members 
Mstep: Class 53 contains 2370 members 
Mstep: Class 54 contains 34778 members 
Mstep: Class 55 contains 29719 members 
Mstep: Class 56 contains 32583 members 
Mstep: Class 57 contains 38807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246456.000000 Penalty: 180303.937500
Iteration 425Q: 57 clusters Score -8.424646e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 12516 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 29330 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15610 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7818 members 
Mstep: Class 19 contains 38794 members 
Mstep: Class 20 contains 8180 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 8485 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14381 members 
Mstep: Class 31 contains 2022 members 
Mstep: Class 32 contains 19426 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3254 members 
Mstep: Class 36 contains 2239 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 19932 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15625 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2432 members 
Mstep: Class 49 contains 26269 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15902 members 
Mstep: Class 53 contains 2372 members 
Mstep: Class 54 contains 34734 members 
Mstep: Class 55 contains 29764 members 
Mstep: Class 56 contains 32586 members 
Mstep: Class 57 contains 38754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246760.000000 Penalty: 180303.937500
Iteration 426Q: 57 clusters Score -8.424676e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 12310 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3817 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 29335 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15606 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7817 members 
Mstep: Class 19 contains 38793 members 
Mstep: Class 20 contains 8182 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 8485 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14378 members 
Mstep: Class 31 contains 2020 members 
Mstep: Class 32 contains 19432 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3255 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 20176 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15631 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26280 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15900 members 
Mstep: Class 53 contains 2370 members 
Mstep: Class 54 contains 34714 members 
Mstep: Class 55 contains 29808 members 
Mstep: Class 56 contains 32597 members 
Mstep: Class 57 contains 38678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246664.000000 Penalty: 180303.937500
Iteration 427Q: 57 clusters Score -8.424666e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 12094 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3816 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 13 contains 29330 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15609 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7817 members 
Mstep: Class 19 contains 38790 members 
Mstep: Class 20 contains 8183 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 8483 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14376 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 19432 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3254 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 20408 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15636 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26293 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15897 members 
Mstep: Class 53 contains 2367 members 
Mstep: Class 54 contains 34663 members 
Mstep: Class 55 contains 29867 members 
Mstep: Class 56 contains 32615 members 
Mstep: Class 57 contains 38632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246840.000000 Penalty: 180303.937500
Iteration 428Q: 57 clusters Score -8.424684e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 13 contains 29342 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15612 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 38792 members 
Mstep: Class 20 contains 8187 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8480 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14378 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19429 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3255 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 20651 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15634 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26319 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15892 members 
Mstep: Class 53 contains 2364 members 
Mstep: Class 54 contains 34611 members 
Mstep: Class 55 contains 29909 members 
Mstep: Class 56 contains 32648 members 
Mstep: Class 57 contains 38574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246952.000000 Penalty: 180303.937500
Iteration 429Q: 57 clusters Score -8.424695e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 11615 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 29363 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15609 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 38789 members 
Mstep: Class 20 contains 8184 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8476 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14376 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19437 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3255 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 20896 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15636 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26338 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15892 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 34534 members 
Mstep: Class 55 contains 29943 members 
Mstep: Class 56 contains 32694 members 
Mstep: Class 57 contains 38533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246912.000000 Penalty: 180303.937500
Iteration 430Q: 57 clusters Score -8.424691e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 11365 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 29375 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15607 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 38785 members 
Mstep: Class 20 contains 8182 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8469 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14373 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 19441 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3258 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 21157 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15634 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26357 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15891 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 34468 members 
Mstep: Class 55 contains 29973 members 
Mstep: Class 56 contains 32750 members 
Mstep: Class 57 contains 38499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246776.000000 Penalty: 180303.937500
Iteration 431Q: 57 clusters Score -8.424678e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 11108 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 29401 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15612 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 38786 members 
Mstep: Class 20 contains 8175 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8463 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14371 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19439 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3263 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 21426 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15629 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26373 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15888 members 
Mstep: Class 53 contains 2362 members 
Mstep: Class 54 contains 34395 members 
Mstep: Class 55 contains 30009 members 
Mstep: Class 56 contains 32793 members 
Mstep: Class 57 contains 38461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246704.000000 Penalty: 180303.937500
Iteration 432Q: 57 clusters Score -8.42467e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 10864 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 29421 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15614 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7839 members 
Mstep: Class 19 contains 38787 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8461 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14373 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 19436 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 3262 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 21644 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15630 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26380 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15884 members 
Mstep: Class 53 contains 2364 members 
Mstep: Class 54 contains 34331 members 
Mstep: Class 55 contains 30048 members 
Mstep: Class 56 contains 32824 members 
Mstep: Class 57 contains 38443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246768.000000 Penalty: 180303.937500
Iteration 433Q: 57 clusters Score -8.424677e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 10636 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5353 members 
Mstep: Class 13 contains 29431 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15613 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7847 members 
Mstep: Class 19 contains 38781 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8462 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14372 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 19434 members 
Mstep: Class 33 contains 2389 members 
Mstep: Class 34 contains 3262 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 21857 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15627 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26383 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15896 members 
Mstep: Class 53 contains 2364 members 
Mstep: Class 54 contains 34290 members 
Mstep: Class 55 contains 30072 members 
Mstep: Class 56 contains 32857 members 
Mstep: Class 57 contains 38429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246792.000000 Penalty: 180303.937500
Iteration 434Q: 57 clusters Score -8.424679e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 10396 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 29433 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15611 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7845 members 
Mstep: Class 19 contains 38776 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8457 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14367 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 19441 members 
Mstep: Class 33 contains 2389 members 
Mstep: Class 34 contains 3261 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 22077 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15628 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26385 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15909 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 34247 members 
Mstep: Class 55 contains 30110 members 
Mstep: Class 56 contains 32885 members 
Mstep: Class 57 contains 38419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246840.000000 Penalty: 180303.937500
Iteration 435Q: 57 clusters Score -8.424684e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 10189 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 29439 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15611 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7847 members 
Mstep: Class 19 contains 38776 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8452 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14367 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 19453 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 3258 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 22287 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15632 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26387 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15907 members 
Mstep: Class 53 contains 2361 members 
Mstep: Class 54 contains 34207 members 
Mstep: Class 55 contains 30142 members 
Mstep: Class 56 contains 32893 members 
Mstep: Class 57 contains 38412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246896.000000 Penalty: 180303.937500
Iteration 436Q: 57 clusters Score -8.42469e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 9986 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 29457 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15611 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 38781 members 
Mstep: Class 20 contains 8169 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8447 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14368 members 
Mstep: Class 31 contains 2020 members 
Mstep: Class 32 contains 19454 members 
Mstep: Class 33 contains 2389 members 
Mstep: Class 34 contains 3260 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 22483 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15636 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26394 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15905 members 
Mstep: Class 53 contains 2362 members 
Mstep: Class 54 contains 34178 members 
Mstep: Class 55 contains 30169 members 
Mstep: Class 56 contains 32892 members 
Mstep: Class 57 contains 38389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246872.000000 Penalty: 180303.937500
Iteration 437Q: 57 clusters Score -8.424687e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 9791 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 29457 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15607 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7854 members 
Mstep: Class 19 contains 38780 members 
Mstep: Class 20 contains 8168 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8443 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14368 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 19459 members 
Mstep: Class 33 contains 2389 members 
Mstep: Class 34 contains 3261 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 22679 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15636 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26389 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15909 members 
Mstep: Class 53 contains 2361 members 
Mstep: Class 54 contains 34157 members 
Mstep: Class 55 contains 30202 members 
Mstep: Class 56 contains 32906 members 
Mstep: Class 57 contains 38372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246792.000000 Penalty: 180303.937500
Iteration 438Q: 57 clusters Score -8.424679e+07 nChanged 477
Entering ConstructFrom: 
Score: -84246792.000000 Penalty: 180303.937500
Entering ConstructFrom: 
Trying to split cluster 1 (5789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Entering Unmasked Estep 
Score: -1139985.375000 Penalty: 2148.601074
	Iteration 0F: 2 clusters Score -1139985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1134954.000000 Penalty: 4297.202148
	Iteration 0F: 3 clusters Score -1134954 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1136181.000000 Penalty: 4297.202148
	Iteration 1F: 3 clusters Score -1136181 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1136392.500000 Penalty: 4297.202148
	Iteration 2F: 3 clusters Score -1136392 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1136495.500000 Penalty: 4297.202148
	Iteration 3Q: 3 clusters Score -1136496 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1136569.500000 Penalty: 4297.202148
	Iteration 4Q: 3 clusters Score -1136570 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1136623.625000 Penalty: 4297.202148
	Iteration 5Q: 3 clusters Score -1136624 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1136677.250000 Penalty: 4297.202148
	Iteration 6Q: 3 clusters Score -1136677 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1136730.125000 Penalty: 4297.202148
	Iteration 7Q: 3 clusters Score -1136730 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1136790.250000 Penalty: 4297.202148
	Iteration 8Q: 3 clusters Score -1136790 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1136843.500000 Penalty: 4297.202148
	Iteration 9Q: 3 clusters Score -1136844 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1136897.750000 Penalty: 4297.202148
	Iteration 10Q: 3 clusters Score -1136898 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1136944.625000 Penalty: 4297.202148
	Iteration 11Q: 3 clusters Score -1136945 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1136981.000000 Penalty: 4297.202148
	Iteration 12Q: 3 clusters Score -1136981 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1137023.500000 Penalty: 4297.202148
	Iteration 13Q: 3 clusters Score -1137024 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1137060.875000 Penalty: 4297.202148
	Iteration 14Q: 3 clusters Score -1137061 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1137093.250000 Penalty: 4297.202148
	Iteration 15Q: 3 clusters Score -1137093 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1137146.750000 Penalty: 4297.202148
	Iteration 16Q: 3 clusters Score -1137147 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1137199.375000 Penalty: 4297.202148
	Iteration 17Q: 3 clusters Score -1137199 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1137255.000000 Penalty: 4297.202148
	Iteration 18Q: 3 clusters Score -1137255 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1137302.500000 Penalty: 4297.202148
	Iteration 19Q: 3 clusters Score -1137302 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1137352.000000 Penalty: 4297.202148
	Iteration 20F: 3 clusters Score -1137352 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1137391.750000 Penalty: 4297.202148
	Iteration 21Q: 3 clusters Score -1137392 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1137435.625000 Penalty: 4297.202148
	Iteration 22Q: 3 clusters Score -1137436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1137497.250000 Penalty: 4297.202148
	Iteration 23Q: 3 clusters Score -1137497 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1137550.625000 Penalty: 4297.202148
	Iteration 24Q: 3 clusters Score -1137551 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1137604.375000 Penalty: 4297.202148
	Iteration 25Q: 3 clusters Score -1137604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1137657.000000 Penalty: 4297.202148
	Iteration 26Q: 3 clusters Score -1137657 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1137702.125000 Penalty: 4297.202148
	Iteration 27Q: 3 clusters Score -1137702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1137736.250000 Penalty: 4297.202148
	Iteration 28Q: 3 clusters Score -1137736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1137769.750000 Penalty: 4297.202148
	Iteration 29Q: 3 clusters Score -1137770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1137804.250000 Penalty: 4297.202148
	Iteration 30Q: 3 clusters Score -1137804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1137841.750000 Penalty: 4297.202148
	Iteration 31Q: 3 clusters Score -1137842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1137875.125000 Penalty: 4297.202148
	Iteration 32Q: 3 clusters Score -1137875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1137905.625000 Penalty: 4297.202148
	Iteration 33Q: 3 clusters Score -1137906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1137926.500000 Penalty: 4297.202148
	Iteration 34Q: 3 clusters Score -1137926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1137946.000000 Penalty: 4297.202148
	Iteration 35Q: 3 clusters Score -1137946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1137965.000000 Penalty: 4297.202148
	Iteration 36Q: 3 clusters Score -1137965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1137981.375000 Penalty: 4297.202148
	Iteration 37Q: 3 clusters Score -1137981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1137991.750000 Penalty: 4297.202148
	Iteration 38Q: 3 clusters Score -1137992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1138001.500000 Penalty: 4297.202148
	Iteration 39Q: 3 clusters Score -1138002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1138009.750000 Penalty: 4297.202148
	Iteration 40F: 3 clusters Score -1138010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1138014.250000 Penalty: 4297.202148
	Iteration 41Q: 3 clusters Score -1138014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1138015.500000 Penalty: 4297.202148
	Iteration 42Q: 3 clusters Score -1138016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1138020.625000 Penalty: 4297.202148
	Iteration 43Q: 3 clusters Score -1138021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1138026.375000 Penalty: 4297.202148
	Iteration 44Q: 3 clusters Score -1138026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1138027.750000 Penalty: 4297.202148
	Iteration 45Q: 3 clusters Score -1138028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1138029.750000 Penalty: 4297.202148
	Iteration 46Q: 3 clusters Score -1138030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1138030.500000 Penalty: 4297.202148
	Iteration 47Q: 3 clusters Score -1138030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1138033.625000 Penalty: 4297.202148
	Iteration 48Q: 3 clusters Score -1138034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1138036.125000 Penalty: 4297.202148
	Iteration 49Q: 3 clusters Score -1138036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1138041.250000 Penalty: 4297.202148
	Iteration 50Q: 3 clusters Score -1138041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1138045.750000 Penalty: 4297.202148
	Iteration 51Q: 3 clusters Score -1138046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1138050.000000 Penalty: 4297.202148
	Iteration 52Q: 3 clusters Score -1138050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1138053.625000 Penalty: 4297.202148
	Iteration 53Q: 3 clusters Score -1138054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1138057.750000 Penalty: 4297.202148
	Iteration 54Q: 3 clusters Score -1138058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1138061.625000 Penalty: 4297.202148
	Iteration 55Q: 3 clusters Score -1138062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1138063.625000 Penalty: 4297.202148
	Iteration 56Q: 3 clusters Score -1138064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1138065.250000 Penalty: 4297.202148
	Iteration 57Q: 3 clusters Score -1138065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1138065.250000 Penalty: 4297.202148
	Iteration 58F: 3 clusters Score -1138065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Entering Unmasked Estep 
Score: -1896658.000000 Penalty: 2274.530762
	Iteration 0F: 2 clusters Score -1896658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1889192.625000 Penalty: 4549.061523
	Iteration 0F: 3 clusters Score -1889193 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1891413.625000 Penalty: 4549.061523
	Iteration 1F: 3 clusters Score -1891414 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1891672.875000 Penalty: 4549.061523
	Iteration 2F: 3 clusters Score -1891673 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1891800.125000 Penalty: 4549.061523
	Iteration 3Q: 3 clusters Score -1891800 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1891879.750000 Penalty: 4549.061523
	Iteration 4Q: 3 clusters Score -1891880 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1891938.750000 Penalty: 4549.061523
	Iteration 5Q: 3 clusters Score -1891939 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1891980.000000 Penalty: 4549.061523
	Iteration 6Q: 3 clusters Score -1891980 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1892017.000000 Penalty: 4549.061523
	Iteration 7Q: 3 clusters Score -1892017 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1892049.000000 Penalty: 4549.061523
	Iteration 8Q: 3 clusters Score -1892049 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1892076.125000 Penalty: 4549.061523
	Iteration 9Q: 3 clusters Score -1892076 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1892099.875000 Penalty: 4549.061523
	Iteration 10Q: 3 clusters Score -1892100 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1892110.625000 Penalty: 4549.061523
	Iteration 11Q: 3 clusters Score -1892111 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1892122.750000 Penalty: 4549.061523
	Iteration 12Q: 3 clusters Score -1892123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1892137.875000 Penalty: 4549.061523
	Iteration 13Q: 3 clusters Score -1892138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1892151.875000 Penalty: 4549.061523
	Iteration 14Q: 3 clusters Score -1892152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1892158.625000 Penalty: 4549.061523
	Iteration 15Q: 3 clusters Score -1892159 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1892164.875000 Penalty: 4549.061523
	Iteration 16Q: 3 clusters Score -1892165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1892173.875000 Penalty: 4549.061523
	Iteration 17Q: 3 clusters Score -1892174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1892183.875000 Penalty: 4549.061523
	Iteration 18Q: 3 clusters Score -1892184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1892196.250000 Penalty: 4549.061523
	Iteration 19Q: 3 clusters Score -1892196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1892198.500000 Penalty: 4549.061523
	Iteration 20F: 3 clusters Score -1892198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1892206.875000 Penalty: 4549.061523
	Iteration 21Q: 3 clusters Score -1892207 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1892215.125000 Penalty: 4549.061523
	Iteration 22Q: 3 clusters Score -1892215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1892219.750000 Penalty: 4549.061523
	Iteration 23Q: 3 clusters Score -1892220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1892226.000000 Penalty: 4549.061523
	Iteration 24Q: 3 clusters Score -1892226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1892235.000000 Penalty: 4549.061523
	Iteration 25Q: 3 clusters Score -1892235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1892238.125000 Penalty: 4549.061523
	Iteration 26Q: 3 clusters Score -1892238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1892247.375000 Penalty: 4549.061523
	Iteration 27Q: 3 clusters Score -1892247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1892255.250000 Penalty: 4549.061523
	Iteration 28Q: 3 clusters Score -1892255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1892259.625000 Penalty: 4549.061523
	Iteration 29Q: 3 clusters Score -1892260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1892263.625000 Penalty: 4549.061523
	Iteration 30Q: 3 clusters Score -1892264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1892269.125000 Penalty: 4549.061523
	Iteration 31Q: 3 clusters Score -1892269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1892274.500000 Penalty: 4549.061523
	Iteration 32Q: 3 clusters Score -1892274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1892282.625000 Penalty: 4549.061523
	Iteration 33Q: 3 clusters Score -1892283 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1892294.625000 Penalty: 4549.061523
	Iteration 34Q: 3 clusters Score -1892295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1892304.250000 Penalty: 4549.061523
	Iteration 35Q: 3 clusters Score -1892304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1892313.250000 Penalty: 4549.061523
	Iteration 36Q: 3 clusters Score -1892313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1892322.750000 Penalty: 4549.061523
	Iteration 37Q: 3 clusters Score -1892323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1892329.500000 Penalty: 4549.061523
	Iteration 38Q: 3 clusters Score -1892330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1892335.875000 Penalty: 4549.061523
	Iteration 39Q: 3 clusters Score -1892336 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1892346.750000 Penalty: 4549.061523
	Iteration 40F: 3 clusters Score -1892347 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1892359.875000 Penalty: 4549.061523
	Iteration 41Q: 3 clusters Score -1892360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1892377.875000 Penalty: 4549.061523
	Iteration 42Q: 3 clusters Score -1892378 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1892403.000000 Penalty: 4549.061523
	Iteration 43Q: 3 clusters Score -1892403 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1892431.875000 Penalty: 4549.061523
	Iteration 44Q: 3 clusters Score -1892432 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1892466.625000 Penalty: 4549.061523
	Iteration 45Q: 3 clusters Score -1892467 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1892528.625000 Penalty: 4549.061523
	Iteration 46Q: 3 clusters Score -1892529 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1892616.125000 Penalty: 4549.061523
	Iteration 47Q: 3 clusters Score -1892616 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1892733.125000 Penalty: 4549.061523
	Iteration 48Q: 3 clusters Score -1892733 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1892907.000000 Penalty: 4549.061523
	Iteration 49Q: 3 clusters Score -1892907 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1893115.000000 Penalty: 4549.061523
	Iteration 50Q: 3 clusters Score -1893115 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1893361.250000 Penalty: 4549.061523
	Iteration 51Q: 3 clusters Score -1893361 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1893570.375000 Penalty: 4549.061523
	Iteration 52Q: 3 clusters Score -1893570 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1893783.875000 Penalty: 4549.061523
	Iteration 53Q: 3 clusters Score -1893784 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1893979.875000 Penalty: 4549.061523
	Iteration 54Q: 3 clusters Score -1893980 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1894134.000000 Penalty: 4549.061523
	Iteration 55Q: 3 clusters Score -1894134 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1894270.000000 Penalty: 4549.061523
	Iteration 56Q: 3 clusters Score -1894270 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1894368.000000 Penalty: 4549.061523
	Iteration 57Q: 3 clusters Score -1894368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1894445.875000 Penalty: 4549.061523
	Iteration 58Q: 3 clusters Score -1894446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1894505.875000 Penalty: 4549.061523
	Iteration 59Q: 3 clusters Score -1894506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1894544.625000 Penalty: 4549.061523
	Iteration 60F: 3 clusters Score -1894545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1894573.750000 Penalty: 4549.061523
	Iteration 61Q: 3 clusters Score -1894574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1894594.000000 Penalty: 4549.061523
	Iteration 62Q: 3 clusters Score -1894594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1894614.500000 Penalty: 4549.061523
	Iteration 63Q: 3 clusters Score -1894614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1894619.500000 Penalty: 4549.061523
	Iteration 64Q: 3 clusters Score -1894620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1894635.125000 Penalty: 4549.061523
	Iteration 65Q: 3 clusters Score -1894635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1894646.375000 Penalty: 4549.061523
	Iteration 66Q: 3 clusters Score -1894646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1894667.625000 Penalty: 4549.061523
	Iteration 67Q: 3 clusters Score -1894668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1894677.750000 Penalty: 4549.061523
	Iteration 68Q: 3 clusters Score -1894678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1894684.000000 Penalty: 4549.061523
	Iteration 69Q: 3 clusters Score -1894684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1894691.250000 Penalty: 4549.061523
	Iteration 70Q: 3 clusters Score -1894691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1894694.375000 Penalty: 4549.061523
	Iteration 71Q: 3 clusters Score -1894694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1894696.250000 Penalty: 4549.061523
	Iteration 72Q: 3 clusters Score -1894696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1894697.750000 Penalty: 4549.061523
	Iteration 73Q: 3 clusters Score -1894698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1894697.750000 Penalty: 4549.061523
	Iteration 74F: 3 clusters Score -1894698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -223335.875000 Penalty: 1767.070190
	Iteration 0F: 2 clusters Score -223335.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -221253.421875 Penalty: 3534.140381
	Iteration 0F: 3 clusters Score -221253.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -221698.812500 Penalty: 3534.140381
	Iteration 1F: 3 clusters Score -221698.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -221844.265625 Penalty: 3534.140381
	Iteration 2F: 3 clusters Score -221844.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -221914.500000 Penalty: 3534.140381
	Iteration 3Q: 3 clusters Score -221914.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -221959.562500 Penalty: 3534.140381
	Iteration 4Q: 3 clusters Score -221959.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -221982.328125 Penalty: 3534.140381
	Iteration 5Q: 3 clusters Score -221982.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -221997.218750 Penalty: 3534.140381
	Iteration 6Q: 3 clusters Score -221997.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -222028.921875 Penalty: 3534.140381
	Iteration 7Q: 3 clusters Score -222028.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -222043.843750 Penalty: 3534.140381
	Iteration 8Q: 3 clusters Score -222043.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -222054.812500 Penalty: 3534.140381
	Iteration 9Q: 3 clusters Score -222054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -222055.000000 Penalty: 3534.140381
	Iteration 10Q: 3 clusters Score -222055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -222055.000000 Penalty: 3534.140381
	Iteration 11F: 3 clusters Score -222055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Entering Unmasked Estep 
Score: -692884.000000 Penalty: 2045.115723
	Iteration 0F: 2 clusters Score -692884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -689156.750000 Penalty: 4090.231445
	Iteration 0F: 3 clusters Score -689156.8 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -690121.625000 Penalty: 4090.231445
	Iteration 1F: 3 clusters Score -690121.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -690363.812500 Penalty: 4090.231445
	Iteration 2F: 3 clusters Score -690363.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -690546.125000 Penalty: 4090.231445
	Iteration 3F: 3 clusters Score -690546.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -690714.125000 Penalty: 4090.231445
	Iteration 4Q: 3 clusters Score -690714.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -690886.187500 Penalty: 4090.231445
	Iteration 5Q: 3 clusters Score -690886.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -691036.312500 Penalty: 4090.231445
	Iteration 6Q: 3 clusters Score -691036.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -691143.500000 Penalty: 4090.231445
	Iteration 7Q: 3 clusters Score -691143.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -691228.000000 Penalty: 4090.231445
	Iteration 8Q: 3 clusters Score -691228 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -691300.562500 Penalty: 4090.231445
	Iteration 9Q: 3 clusters Score -691300.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -691355.125000 Penalty: 4090.231445
	Iteration 10Q: 3 clusters Score -691355.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -691404.187500 Penalty: 4090.231445
	Iteration 11Q: 3 clusters Score -691404.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -691455.625000 Penalty: 4090.231445
	Iteration 12Q: 3 clusters Score -691455.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -691506.062500 Penalty: 4090.231445
	Iteration 13Q: 3 clusters Score -691506.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -691554.062500 Penalty: 4090.231445
	Iteration 14Q: 3 clusters Score -691554.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -691586.125000 Penalty: 4090.231445
	Iteration 15Q: 3 clusters Score -691586.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -691609.687500 Penalty: 4090.231445
	Iteration 16Q: 3 clusters Score -691609.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -691637.000000 Penalty: 4090.231445
	Iteration 17Q: 3 clusters Score -691637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -691664.062500 Penalty: 4090.231445
	Iteration 18Q: 3 clusters Score -691664.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -691694.312500 Penalty: 4090.231445
	Iteration 19Q: 3 clusters Score -691694.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -691719.187500 Penalty: 4090.231445
	Iteration 20F: 3 clusters Score -691719.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -691751.750000 Penalty: 4090.231445
	Iteration 21Q: 3 clusters Score -691751.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -691786.875000 Penalty: 4090.231445
	Iteration 22Q: 3 clusters Score -691786.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -691833.625000 Penalty: 4090.231445
	Iteration 23Q: 3 clusters Score -691833.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -691878.250000 Penalty: 4090.231445
	Iteration 24Q: 3 clusters Score -691878.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -691926.125000 Penalty: 4090.231445
	Iteration 25Q: 3 clusters Score -691926.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -691972.687500 Penalty: 4090.231445
	Iteration 26Q: 3 clusters Score -691972.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -692020.125000 Penalty: 4090.231445
	Iteration 27Q: 3 clusters Score -692020.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -692054.812500 Penalty: 4090.231445
	Iteration 28Q: 3 clusters Score -692054.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -692079.937500 Penalty: 4090.231445
	Iteration 29Q: 3 clusters Score -692079.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -692105.062500 Penalty: 4090.231445
	Iteration 30Q: 3 clusters Score -692105.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -692128.500000 Penalty: 4090.231445
	Iteration 31Q: 3 clusters Score -692128.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -692155.937500 Penalty: 4090.231445
	Iteration 32Q: 3 clusters Score -692155.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -692177.500000 Penalty: 4090.231445
	Iteration 33Q: 3 clusters Score -692177.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -692189.000000 Penalty: 4090.231445
	Iteration 34Q: 3 clusters Score -692189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -692196.687500 Penalty: 4090.231445
	Iteration 35Q: 3 clusters Score -692196.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -692204.812500 Penalty: 4090.231445
	Iteration 36Q: 3 clusters Score -692204.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -692209.312500 Penalty: 4090.231445
	Iteration 37Q: 3 clusters Score -692209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -692211.812500 Penalty: 4090.231445
	Iteration 38Q: 3 clusters Score -692211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -692217.500000 Penalty: 4090.231445
	Iteration 39Q: 3 clusters Score -692217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -692221.437500 Penalty: 4090.231445
	Iteration 40F: 3 clusters Score -692221.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -692226.312500 Penalty: 4090.231445
	Iteration 41Q: 3 clusters Score -692226.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -692228.125000 Penalty: 4090.231445
	Iteration 42Q: 3 clusters Score -692228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -692228.625000 Penalty: 4090.231445
	Iteration 43Q: 3 clusters Score -692228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -692230.875000 Penalty: 4090.231445
	Iteration 44Q: 3 clusters Score -692230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -692234.750000 Penalty: 4090.231445
	Iteration 45Q: 3 clusters Score -692234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -692239.125000 Penalty: 4090.231445
	Iteration 46Q: 3 clusters Score -692239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -692240.250000 Penalty: 4090.231445
	Iteration 47Q: 3 clusters Score -692240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -692244.375000 Penalty: 4090.231445
	Iteration 48Q: 3 clusters Score -692244.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -692252.687500 Penalty: 4090.231445
	Iteration 49Q: 3 clusters Score -692252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -692255.250000 Penalty: 4090.231445
	Iteration 50Q: 3 clusters Score -692255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -692256.562500 Penalty: 4090.231445
	Iteration 51Q: 3 clusters Score -692256.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -692256.562500 Penalty: 4090.231445
	Iteration 52F: 3 clusters Score -692256.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -988710.625000 Penalty: 2115.222168
	Iteration 0F: 2 clusters Score -988710.6 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 2555 members 
Entering Unmasked Estep 
Score: -984172.000000 Penalty: 4230.444336
	Iteration 0F: 3 clusters Score -984172 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -985515.562500 Penalty: 4230.444336
	Iteration 1F: 3 clusters Score -985515.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -986029.812500 Penalty: 4230.444336
	Iteration 2F: 3 clusters Score -986029.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -986489.375000 Penalty: 4230.444336
	Iteration 3F: 3 clusters Score -986489.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -986935.125000 Penalty: 4230.444336
	Iteration 4F: 3 clusters Score -986935.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -987346.562500 Penalty: 4230.444336
	Iteration 5F: 3 clusters Score -987346.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -987653.437500 Penalty: 4230.444336
	Iteration 6F: 3 clusters Score -987653.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -987857.187500 Penalty: 4230.444336
	Iteration 7Q: 3 clusters Score -987857.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -988006.062500 Penalty: 4230.444336
	Iteration 8Q: 3 clusters Score -988006.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -988101.875000 Penalty: 4230.444336
	Iteration 9Q: 3 clusters Score -988101.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -988181.375000 Penalty: 4230.444336
	Iteration 10Q: 3 clusters Score -988181.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -988228.187500 Penalty: 4230.444336
	Iteration 11Q: 3 clusters Score -988228.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -988246.187500 Penalty: 4230.444336
	Iteration 12Q: 3 clusters Score -988246.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -988254.187500 Penalty: 4230.444336
	Iteration 13Q: 3 clusters Score -988254.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -988264.062500 Penalty: 4230.444336
	Iteration 14Q: 3 clusters Score -988264.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -988268.562500 Penalty: 4230.444336
	Iteration 15Q: 3 clusters Score -988268.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -988270.937500 Penalty: 4230.444336
	Iteration 16Q: 3 clusters Score -988270.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -988273.875000 Penalty: 4230.444336
	Iteration 17Q: 3 clusters Score -988273.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -988273.687500 Penalty: 4230.444336
	Iteration 18Q: 3 clusters Score -988273.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -988275.875000 Penalty: 4230.444336
	Iteration 19Q: 3 clusters Score -988275.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -988276.875000 Penalty: 4230.444336
	Iteration 20F: 3 clusters Score -988276.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -988278.000000 Penalty: 4230.444336
	Iteration 21Q: 3 clusters Score -988278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -988277.500000 Penalty: 4230.444336
	Iteration 22Q: 3 clusters Score -988277.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -988278.625000 Penalty: 4230.444336
	Iteration 23Q: 3 clusters Score -988278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -988278.625000 Penalty: 4230.444336
	Iteration 24F: 3 clusters Score -988278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -124154.445312 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -124154.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -122451.812500 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -122451.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -122826.570312 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -122826.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -122928.968750 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -122929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -122981.929688 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -122981.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -123019.062500 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -123019.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -123074.828125 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -123074.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -123140.585938 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -123140.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -123230.453125 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -123230.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -123329.828125 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -123329.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -123409.320312 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -123409.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -123482.734375 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -123482.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -123523.750000 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -123523.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -123592.007812 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -123592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -123637.515625 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -123637.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -123676.359375 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -123676.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -123712.843750 Penalty: 3299.179688
	Iteration 15Q: 3 clusters Score -123712.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -123762.351562 Penalty: 3299.179688
	Iteration 16Q: 3 clusters Score -123762.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -123788.250000 Penalty: 3299.179688
	Iteration 17Q: 3 clusters Score -123788.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -123812.468750 Penalty: 3299.179688
	Iteration 18Q: 3 clusters Score -123812.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -123831.132812 Penalty: 3299.179688
	Iteration 19Q: 3 clusters Score -123831.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -123831.132812 Penalty: 3299.179688
	Iteration 20F: 3 clusters Score -123831.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -68093.398438 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -68093.4 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 189 members 
Entering Unmasked Estep 
Score: -66735.617188 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -66735.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66906.171875 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -66906.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66972.437500 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -66972.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -67020.945312 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -67020.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -67047.007812 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -67047.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -67076.164062 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -67076.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -67092.734375 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -67092.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -67092.734375 Penalty: 2961.745850
	Iteration 7F: 3 clusters Score -67092.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -42439.226562 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -42439.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41287.453125 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -41287.45 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41490.695312 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -41490.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41554.183594 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -41554.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41738.453125 Penalty: 2824.091309
	Iteration 3F: 3 clusters Score -41738.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41887.562500 Penalty: 2824.091309
	Iteration 4F: 3 clusters Score -41887.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41949.503906 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -41949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41955.453125 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -41955.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41955.453125 Penalty: 2824.091309
	Iteration 7F: 3 clusters Score -41955.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Entering Unmasked Estep 
Score: -313449.375000 Penalty: 1860.268311
	Iteration 0F: 2 clusters Score -313449.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -310995.125000 Penalty: 3720.536621
	Iteration 0F: 3 clusters Score -310995.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -311554.343750 Penalty: 3720.536621
	Iteration 1F: 3 clusters Score -311554.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -311725.187500 Penalty: 3720.536621
	Iteration 2F: 3 clusters Score -311725.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -311862.375000 Penalty: 3720.536621
	Iteration 3F: 3 clusters Score -311862.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -311995.812500 Penalty: 3720.536621
	Iteration 4Q: 3 clusters Score -311995.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -312114.500000 Penalty: 3720.536621
	Iteration 5Q: 3 clusters Score -312114.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -312229.468750 Penalty: 3720.536621
	Iteration 6Q: 3 clusters Score -312229.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -312334.406250 Penalty: 3720.536621
	Iteration 7Q: 3 clusters Score -312334.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -312476.500000 Penalty: 3720.536621
	Iteration 8Q: 3 clusters Score -312476.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -312613.843750 Penalty: 3720.536621
	Iteration 9Q: 3 clusters Score -312613.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -312699.812500 Penalty: 3720.536621
	Iteration 10Q: 3 clusters Score -312699.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -312758.687500 Penalty: 3720.536621
	Iteration 11Q: 3 clusters Score -312758.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -312819.750000 Penalty: 3720.536621
	Iteration 12Q: 3 clusters Score -312819.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -312855.281250 Penalty: 3720.536621
	Iteration 13Q: 3 clusters Score -312855.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -312879.468750 Penalty: 3720.536621
	Iteration 14Q: 3 clusters Score -312879.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -312895.718750 Penalty: 3720.536621
	Iteration 15Q: 3 clusters Score -312895.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -312903.093750 Penalty: 3720.536621
	Iteration 16Q: 3 clusters Score -312903.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -312911.750000 Penalty: 3720.536621
	Iteration 17Q: 3 clusters Score -312911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -312914.312500 Penalty: 3720.536621
	Iteration 18Q: 3 clusters Score -312914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -312917.406250 Penalty: 3720.536621
	Iteration 19Q: 3 clusters Score -312917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -312920.281250 Penalty: 3720.536621
	Iteration 20F: 3 clusters Score -312920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -312920.656250 Penalty: 3720.536621
	Iteration 21Q: 3 clusters Score -312920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -312922.875000 Penalty: 3720.536621
	Iteration 22Q: 3 clusters Score -312922.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -312926.937500 Penalty: 3720.536621
	Iteration 23Q: 3 clusters Score -312926.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -312928.312500 Penalty: 3720.536621
	Iteration 24Q: 3 clusters Score -312928.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -312928.312500 Penalty: 3720.536621
	Iteration 25F: 3 clusters Score -312928.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -131894.421875 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -131894.4 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 365 members 
Entering Unmasked Estep 
Score: -130198.218750 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -130198.2 nChanged 175
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: -130499.156250 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -130499.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -130581.140625 Penalty: 3279.572266
	Iteration 2Q: 3 clusters Score -130581.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -130644.468750 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -130644.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -130693.218750 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -130693.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -130767.304688 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -130767.3 nChanged 18
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: -130827.429688 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -130827.4 nChanged 26
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: -130936.320312 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -130936.3 nChanged 22
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: -131006.640625 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -131006.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -131060.859375 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -131060.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -131119.625000 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -131119.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -131172.843750 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -131172.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -131211.359375 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -131211.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -131228.359375 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -131228.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -131245.187500 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -131245.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -131276.437500 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -131276.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -131320.328125 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -131320.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -131349.781250 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -131349.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -131371.343750 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -131371.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -131386.468750 Penalty: 3279.572266
	Iteration 19Q: 3 clusters Score -131386.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -131399.015625 Penalty: 3279.572266
	Iteration 20F: 3 clusters Score -131399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -131418.609375 Penalty: 3279.572266
	Iteration 21Q: 3 clusters Score -131418.6 nChanged 5
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: -131438.796875 Penalty: 3279.572266
	Iteration 22Q: 3 clusters Score -131438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -131467.062500 Penalty: 3279.572266
	Iteration 23Q: 3 clusters Score -131467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -131472.546875 Penalty: 3279.572266
	Iteration 24Q: 3 clusters Score -131472.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -131477.765625 Penalty: 3279.572266
	Iteration 25Q: 3 clusters Score -131477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -131482.046875 Penalty: 3279.572266
	Iteration 26Q: 3 clusters Score -131482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -131483.687500 Penalty: 3279.572266
	Iteration 27Q: 3 clusters Score -131483.7 nChanged 1
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: -131485.000000 Penalty: 3279.572266
	Iteration 28Q: 3 clusters Score -131485 nChanged 0
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: -131485.000000 Penalty: 3279.572266
	Iteration 29F: 3 clusters Score -131485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Entering Unmasked Estep 
Score: -1083983.250000 Penalty: 2140.856201
	Iteration 0F: 2 clusters Score -1083983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1079112.000000 Penalty: 4281.712402
	Iteration 0F: 3 clusters Score -1079112 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1080376.125000 Penalty: 4281.712402
	Iteration 1F: 3 clusters Score -1080376 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1080645.250000 Penalty: 4281.712402
	Iteration 2F: 3 clusters Score -1080645 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1080829.125000 Penalty: 4281.712402
	Iteration 3F: 3 clusters Score -1080829 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1080995.250000 Penalty: 4281.712402
	Iteration 4Q: 3 clusters Score -1080995 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1081152.125000 Penalty: 4281.712402
	Iteration 5Q: 3 clusters Score -1081152 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1081295.000000 Penalty: 4281.712402
	Iteration 6Q: 3 clusters Score -1081295 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1081423.125000 Penalty: 4281.712402
	Iteration 7Q: 3 clusters Score -1081423 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1081538.750000 Penalty: 4281.712402
	Iteration 8Q: 3 clusters Score -1081539 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1081641.625000 Penalty: 4281.712402
	Iteration 9Q: 3 clusters Score -1081642 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1081761.750000 Penalty: 4281.712402
	Iteration 10Q: 3 clusters Score -1081762 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1081881.750000 Penalty: 4281.712402
	Iteration 11Q: 3 clusters Score -1081882 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1082011.500000 Penalty: 4281.712402
	Iteration 12Q: 3 clusters Score -1082012 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1082143.250000 Penalty: 4281.712402
	Iteration 13Q: 3 clusters Score -1082143 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1082252.750000 Penalty: 4281.712402
	Iteration 14Q: 3 clusters Score -1082253 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1082356.750000 Penalty: 4281.712402
	Iteration 15Q: 3 clusters Score -1082357 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1082432.375000 Penalty: 4281.712402
	Iteration 16Q: 3 clusters Score -1082432 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1082478.250000 Penalty: 4281.712402
	Iteration 17Q: 3 clusters Score -1082478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1082510.250000 Penalty: 4281.712402
	Iteration 18Q: 3 clusters Score -1082510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1082532.750000 Penalty: 4281.712402
	Iteration 19Q: 3 clusters Score -1082533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1082547.250000 Penalty: 4281.712402
	Iteration 20F: 3 clusters Score -1082547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1082560.625000 Penalty: 4281.712402
	Iteration 21Q: 3 clusters Score -1082561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1082570.750000 Penalty: 4281.712402
	Iteration 22Q: 3 clusters Score -1082571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1082577.000000 Penalty: 4281.712402
	Iteration 23Q: 3 clusters Score -1082577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1082582.875000 Penalty: 4281.712402
	Iteration 24Q: 3 clusters Score -1082583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1082592.875000 Penalty: 4281.712402
	Iteration 25Q: 3 clusters Score -1082593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1082605.000000 Penalty: 4281.712402
	Iteration 26Q: 3 clusters Score -1082605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1082611.875000 Penalty: 4281.712402
	Iteration 27Q: 3 clusters Score -1082612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1082614.000000 Penalty: 4281.712402
	Iteration 28Q: 3 clusters Score -1082614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1082619.500000 Penalty: 4281.712402
	Iteration 29Q: 3 clusters Score -1082620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1082621.625000 Penalty: 4281.712402
	Iteration 30Q: 3 clusters Score -1082622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1082628.750000 Penalty: 4281.712402
	Iteration 31Q: 3 clusters Score -1082629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1082629.750000 Penalty: 4281.712402
	Iteration 32Q: 3 clusters Score -1082630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1082635.000000 Penalty: 4281.712402
	Iteration 33Q: 3 clusters Score -1082635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1082638.750000 Penalty: 4281.712402
	Iteration 34Q: 3 clusters Score -1082639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1082641.125000 Penalty: 4281.712402
	Iteration 35Q: 3 clusters Score -1082641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1082643.500000 Penalty: 4281.712402
	Iteration 36Q: 3 clusters Score -1082644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1082644.750000 Penalty: 4281.712402
	Iteration 37Q: 3 clusters Score -1082645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1082649.000000 Penalty: 4281.712402
	Iteration 38Q: 3 clusters Score -1082649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1082651.000000 Penalty: 4281.712402
	Iteration 39Q: 3 clusters Score -1082651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1082648.375000 Penalty: 4281.712402
	Iteration 40F: 3 clusters Score -1082648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1082652.125000 Penalty: 4281.712402
	Iteration 41Q: 3 clusters Score -1082652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1082652.500000 Penalty: 4281.712402
	Iteration 42Q: 3 clusters Score -1082652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1082654.625000 Penalty: 4281.712402
	Iteration 43Q: 3 clusters Score -1082655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1082655.000000 Penalty: 4281.712402
	Iteration 44Q: 3 clusters Score -1082655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1082653.125000 Penalty: 4281.712402
	Iteration 45Q: 3 clusters Score -1082653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1082655.000000 Penalty: 4281.712402
	Iteration 46Q: 3 clusters Score -1082655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1082655.000000 Penalty: 4281.712402
	Iteration 47F: 3 clusters Score -1082655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Entering Unmasked Estep 
Score: -1085676.000000 Penalty: 2128.857666
	Iteration 0F: 2 clusters Score -1085676 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 2619 members 
Entering Unmasked Estep 
Score: -1080958.250000 Penalty: 4257.715332
	Iteration 0F: 3 clusters Score -1080958 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1082070.500000 Penalty: 4257.715332
	Iteration 1F: 3 clusters Score -1082070 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1082235.875000 Penalty: 4257.715332
	Iteration 2F: 3 clusters Score -1082236 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1082334.500000 Penalty: 4257.715332
	Iteration 3Q: 3 clusters Score -1082334 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1082405.375000 Penalty: 4257.715332
	Iteration 4Q: 3 clusters Score -1082405 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1082470.750000 Penalty: 4257.715332
	Iteration 5Q: 3 clusters Score -1082471 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1082518.125000 Penalty: 4257.715332
	Iteration 6Q: 3 clusters Score -1082518 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1082572.750000 Penalty: 4257.715332
	Iteration 7Q: 3 clusters Score -1082573 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1082614.250000 Penalty: 4257.715332
	Iteration 8Q: 3 clusters Score -1082614 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1082650.375000 Penalty: 4257.715332
	Iteration 9Q: 3 clusters Score -1082650 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1082682.375000 Penalty: 4257.715332
	Iteration 10Q: 3 clusters Score -1082682 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1082729.875000 Penalty: 4257.715332
	Iteration 11Q: 3 clusters Score -1082730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1082771.500000 Penalty: 4257.715332
	Iteration 12Q: 3 clusters Score -1082772 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1082811.375000 Penalty: 4257.715332
	Iteration 13Q: 3 clusters Score -1082811 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1082853.125000 Penalty: 4257.715332
	Iteration 14Q: 3 clusters Score -1082853 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1082887.875000 Penalty: 4257.715332
	Iteration 15Q: 3 clusters Score -1082888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1082930.000000 Penalty: 4257.715332
	Iteration 16Q: 3 clusters Score -1082930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1082976.000000 Penalty: 4257.715332
	Iteration 17Q: 3 clusters Score -1082976 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1083022.875000 Penalty: 4257.715332
	Iteration 18Q: 3 clusters Score -1083023 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1083062.875000 Penalty: 4257.715332
	Iteration 19Q: 3 clusters Score -1083063 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1083106.500000 Penalty: 4257.715332
	Iteration 20F: 3 clusters Score -1083106 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1083156.500000 Penalty: 4257.715332
	Iteration 21Q: 3 clusters Score -1083156 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1083223.375000 Penalty: 4257.715332
	Iteration 22Q: 3 clusters Score -1083223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1083281.750000 Penalty: 4257.715332
	Iteration 23Q: 3 clusters Score -1083282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1083346.125000 Penalty: 4257.715332
	Iteration 24Q: 3 clusters Score -1083346 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1083413.750000 Penalty: 4257.715332
	Iteration 25Q: 3 clusters Score -1083414 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1083479.750000 Penalty: 4257.715332
	Iteration 26Q: 3 clusters Score -1083480 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1083541.250000 Penalty: 4257.715332
	Iteration 27Q: 3 clusters Score -1083541 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1083586.500000 Penalty: 4257.715332
	Iteration 28Q: 3 clusters Score -1083586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1083621.875000 Penalty: 4257.715332
	Iteration 29Q: 3 clusters Score -1083622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1083657.000000 Penalty: 4257.715332
	Iteration 30Q: 3 clusters Score -1083657 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1083687.000000 Penalty: 4257.715332
	Iteration 31Q: 3 clusters Score -1083687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1083731.625000 Penalty: 4257.715332
	Iteration 32Q: 3 clusters Score -1083732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1083763.500000 Penalty: 4257.715332
	Iteration 33Q: 3 clusters Score -1083764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1083787.625000 Penalty: 4257.715332
	Iteration 34Q: 3 clusters Score -1083788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1083796.375000 Penalty: 4257.715332
	Iteration 35Q: 3 clusters Score -1083796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1083803.625000 Penalty: 4257.715332
	Iteration 36Q: 3 clusters Score -1083804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1083809.250000 Penalty: 4257.715332
	Iteration 37Q: 3 clusters Score -1083809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1083812.375000 Penalty: 4257.715332
	Iteration 38Q: 3 clusters Score -1083812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1083816.875000 Penalty: 4257.715332
	Iteration 39Q: 3 clusters Score -1083817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1083820.625000 Penalty: 4257.715332
	Iteration 40F: 3 clusters Score -1083821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1083823.875000 Penalty: 4257.715332
	Iteration 41Q: 3 clusters Score -1083824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1083828.250000 Penalty: 4257.715332
	Iteration 42Q: 3 clusters Score -1083828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1083834.000000 Penalty: 4257.715332
	Iteration 43Q: 3 clusters Score -1083834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1083839.625000 Penalty: 4257.715332
	Iteration 44Q: 3 clusters Score -1083840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1083844.000000 Penalty: 4257.715332
	Iteration 45Q: 3 clusters Score -1083844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1083847.000000 Penalty: 4257.715332
	Iteration 46Q: 3 clusters Score -1083847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1083847.250000 Penalty: 4257.715332
	Iteration 47Q: 3 clusters Score -1083847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1083846.750000 Penalty: 4257.715332
	Iteration 48Q: 3 clusters Score -1083847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1083848.125000 Penalty: 4257.715332
	Iteration 49Q: 3 clusters Score -1083848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1083853.000000 Penalty: 4257.715332
	Iteration 50Q: 3 clusters Score -1083853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1083855.000000 Penalty: 4257.715332
	Iteration 51Q: 3 clusters Score -1083855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1083854.500000 Penalty: 4257.715332
	Iteration 52Q: 3 clusters Score -1083854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1083856.750000 Penalty: 4257.715332
	Iteration 53Q: 3 clusters Score -1083857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1083858.125000 Penalty: 4257.715332
	Iteration 54Q: 3 clusters Score -1083858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1083858.125000 Penalty: 4257.715332
	Iteration 55F: 3 clusters Score -1083858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Entering Unmasked Estep 
Score: -5805831.500000 Penalty: 2552.124023
	Iteration 0F: 2 clusters Score -5805832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -5787180.500000 Penalty: 5104.248047
	Iteration 0F: 3 clusters Score -5787180 nChanged 13319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -5794287.500000 Penalty: 5104.248047
	Iteration 1F: 3 clusters Score -5794288 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -5794699.000000 Penalty: 5104.248047
	Iteration 2Q: 3 clusters Score -5794699 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -5795003.000000 Penalty: 5104.248047
	Iteration 3Q: 3 clusters Score -5795003 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -5795302.000000 Penalty: 5104.248047
	Iteration 4Q: 3 clusters Score -5795302 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -5795620.500000 Penalty: 5104.248047
	Iteration 5Q: 3 clusters Score -5795620 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -5795942.500000 Penalty: 5104.248047
	Iteration 6Q: 3 clusters Score -5795942 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -5796347.500000 Penalty: 5104.248047
	Iteration 7Q: 3 clusters Score -5796348 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -5796975.500000 Penalty: 5104.248047
	Iteration 8Q: 3 clusters Score -5796976 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -5797667.500000 Penalty: 5104.248047
	Iteration 9F: 3 clusters Score -5797668 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -5798468.500000 Penalty: 5104.248047
	Iteration 10F: 3 clusters Score -5798468 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -5799489.000000 Penalty: 5104.248047
	Iteration 11F: 3 clusters Score -5799489 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -5800704.000000 Penalty: 5104.248047
	Iteration 12F: 3 clusters Score -5800704 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -5801951.000000 Penalty: 5104.248047
	Iteration 13Q: 3 clusters Score -5801951 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -5802639.500000 Penalty: 5104.248047
	Iteration 14Q: 3 clusters Score -5802640 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -5803030.500000 Penalty: 5104.248047
	Iteration 15Q: 3 clusters Score -5803030 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -5803232.000000 Penalty: 5104.248047
	Iteration 16Q: 3 clusters Score -5803232 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -5803362.500000 Penalty: 5104.248047
	Iteration 17Q: 3 clusters Score -5803362 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -5803446.500000 Penalty: 5104.248047
	Iteration 18Q: 3 clusters Score -5803446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -5803500.500000 Penalty: 5104.248047
	Iteration 19Q: 3 clusters Score -5803500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -5803519.000000 Penalty: 5104.248047
	Iteration 20F: 3 clusters Score -5803519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -5803544.000000 Penalty: 5104.248047
	Iteration 21Q: 3 clusters Score -5803544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -5803551.000000 Penalty: 5104.248047
	Iteration 22Q: 3 clusters Score -5803551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -5803573.500000 Penalty: 5104.248047
	Iteration 23Q: 3 clusters Score -5803574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -5803571.500000 Penalty: 5104.248047
	Iteration 24Q: 3 clusters Score -5803572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -5803575.500000 Penalty: 5104.248047
	Iteration 25Q: 3 clusters Score -5803576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -5803577.000000 Penalty: 5104.248047
	Iteration 26Q: 3 clusters Score -5803577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -5803577.000000 Penalty: 5104.248047
	Iteration 27F: 3 clusters Score -5803577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -37145.773438 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -37145.77 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 162 members 
Entering Unmasked Estep 
Score: -35992.046875 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -35992.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36273.500000 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -36273.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36415.375000 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -36415.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36498.023438 Penalty: 2888.230713
	Iteration 3F: 3 clusters Score -36498.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36545.542969 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -36545.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36653.273438 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -36653.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36739.140625 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -36739.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36847.218750 Penalty: 2888.230713
	Iteration 7Q: 3 clusters Score -36847.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36904.308594 Penalty: 2888.230713
	Iteration 8Q: 3 clusters Score -36904.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36976.859375 Penalty: 2888.230713
	Iteration 9Q: 3 clusters Score -36976.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37005.300781 Penalty: 2888.230713
	Iteration 10Q: 3 clusters Score -37005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37026.468750 Penalty: 2888.230713
	Iteration 11Q: 3 clusters Score -37026.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37046.132812 Penalty: 2888.230713
	Iteration 12Q: 3 clusters Score -37046.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37091.304688 Penalty: 2888.230713
	Iteration 13Q: 3 clusters Score -37091.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37129.468750 Penalty: 2888.230713
	Iteration 14Q: 3 clusters Score -37129.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37142.007812 Penalty: 2888.230713
	Iteration 15Q: 3 clusters Score -37142.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37159.496094 Penalty: 2888.230713
	Iteration 16Q: 3 clusters Score -37159.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37169.554688 Penalty: 2888.230713
	Iteration 17Q: 3 clusters Score -37169.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37176.488281 Penalty: 2888.230713
	Iteration 18Q: 3 clusters Score -37176.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37191.535156 Penalty: 2888.230713
	Iteration 19Q: 3 clusters Score -37191.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37205.898438 Penalty: 2888.230713
	Iteration 20F: 3 clusters Score -37205.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37379.890625 Penalty: 2888.230713
	Iteration 21Q: 3 clusters Score -37379.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37429.566406 Penalty: 2888.230713
	Iteration 22Q: 3 clusters Score -37429.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37448.011719 Penalty: 2888.230713
	Iteration 23Q: 3 clusters Score -37448.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37468.054688 Penalty: 2888.230713
	Iteration 24Q: 3 clusters Score -37468.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37468.054688 Penalty: 2888.230713
	Iteration 25F: 3 clusters Score -37468.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 9619 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 29461 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15610 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7855 members 
Mstep: Class 19 contains 38785 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8433 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14367 members 
Mstep: Class 31 contains 2020 members 
Mstep: Class 32 contains 19463 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 3257 members 
Mstep: Class 35 contains 164 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 22856 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15632 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26392 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15910 members 
Mstep: Class 53 contains 2362 members 
Mstep: Class 54 contains 34142 members 
Mstep: Class 55 contains 30213 members 
Mstep: Class 56 contains 32931 members 
Mstep: Class 57 contains 38337 members 
Entering Unmasked Estep 
Score: -84245256.000000 Penalty: 183523.656250
Splitting cluster 14 changes total score from -84246792.000000 to -84245256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -61986.804688 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -61986.8 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 214 members 
Entering Unmasked Estep 
Score: -60670.207031 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -60670.21 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60863.515625 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -60863.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60994.921875 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -60994.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61079.328125 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -61079.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -61117.304688 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -61117.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -61156.734375 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -61156.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -61197.972656 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -61197.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -61208.792969 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -61208.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -61216.777344 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -61216.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -61219.269531 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -61219.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -61220.597656 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -61220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -61221.574219 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -61221.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -61222.445312 Penalty: 2993.598877
	Iteration 12F: 3 clusters Score -61222.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -61239.742188 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -61239.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -61241.210938 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -61241.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -61241.210938 Penalty: 2993.598877
	Iteration 15F: 3 clusters Score -61241.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Entering Unmasked Estep 
Score: -3365913.750000 Penalty: 2394.605469
	Iteration 0F: 2 clusters Score -3365914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3355396.750000 Penalty: 4789.210938
	Iteration 0F: 3 clusters Score -3355397 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3358980.500000 Penalty: 4789.210938
	Iteration 1F: 3 clusters Score -3358980 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -3359323.250000 Penalty: 4789.210938
	Iteration 2F: 3 clusters Score -3359323 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3359637.250000 Penalty: 4789.210938
	Iteration 3Q: 3 clusters Score -3359637 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3359949.750000 Penalty: 4789.210938
	Iteration 4Q: 3 clusters Score -3359950 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3360266.500000 Penalty: 4789.210938
	Iteration 5Q: 3 clusters Score -3360266 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3360583.500000 Penalty: 4789.210938
	Iteration 6Q: 3 clusters Score -3360584 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3360951.750000 Penalty: 4789.210938
	Iteration 7F: 3 clusters Score -3360952 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3361547.250000 Penalty: 4789.210938
	Iteration 8F: 3 clusters Score -3361547 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3362162.000000 Penalty: 4789.210938
	Iteration 9F: 3 clusters Score -3362162 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3362677.000000 Penalty: 4789.210938
	Iteration 10Q: 3 clusters Score -3362677 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3363075.750000 Penalty: 4789.210938
	Iteration 11Q: 3 clusters Score -3363076 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3363372.750000 Penalty: 4789.210938
	Iteration 12Q: 3 clusters Score -3363373 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3363536.000000 Penalty: 4789.210938
	Iteration 13Q: 3 clusters Score -3363536 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3363621.000000 Penalty: 4789.210938
	Iteration 14Q: 3 clusters Score -3363621 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3363671.750000 Penalty: 4789.210938
	Iteration 15Q: 3 clusters Score -3363672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3363719.250000 Penalty: 4789.210938
	Iteration 16Q: 3 clusters Score -3363719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3363748.500000 Penalty: 4789.210938
	Iteration 17Q: 3 clusters Score -3363748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3363774.750000 Penalty: 4789.210938
	Iteration 18Q: 3 clusters Score -3363775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3363796.500000 Penalty: 4789.210938
	Iteration 19Q: 3 clusters Score -3363796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3363815.000000 Penalty: 4789.210938
	Iteration 20F: 3 clusters Score -3363815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3363835.500000 Penalty: 4789.210938
	Iteration 21Q: 3 clusters Score -3363836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3363835.000000 Penalty: 4789.210938
	Iteration 22Q: 3 clusters Score -3363835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3363838.250000 Penalty: 4789.210938
	Iteration 23Q: 3 clusters Score -3363838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3363843.750000 Penalty: 4789.210938
	Iteration 24Q: 3 clusters Score -3363844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3363844.750000 Penalty: 4789.210938
	Iteration 25Q: 3 clusters Score -3363845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3363854.500000 Penalty: 4789.210938
	Iteration 26Q: 3 clusters Score -3363854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3363854.250000 Penalty: 4789.210938
	Iteration 27Q: 3 clusters Score -3363854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3363854.750000 Penalty: 4789.210938
	Iteration 28Q: 3 clusters Score -3363855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3363862.500000 Penalty: 4789.210938
	Iteration 29Q: 3 clusters Score -3363862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3363876.750000 Penalty: 4789.210938
	Iteration 30Q: 3 clusters Score -3363877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3363876.000000 Penalty: 4789.210938
	Iteration 31Q: 3 clusters Score -3363876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3363882.500000 Penalty: 4789.210938
	Iteration 32Q: 3 clusters Score -3363882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3363880.250000 Penalty: 4789.210938
	Iteration 33Q: 3 clusters Score -3363880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3363880.250000 Penalty: 4789.210938
	Iteration 34F: 3 clusters Score -3363880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -131776.906250 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -131776.9 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 389 members 
Entering Unmasked Estep 
Score: -130070.046875 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -130070 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -130319.695312 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -130319.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -130408.039062 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -130408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -130465.804688 Penalty: 3277.568359
	Iteration 3Q: 3 clusters Score -130465.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -130514.687500 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -130514.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -130559.929688 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -130559.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -130582.757812 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -130582.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -130611.656250 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -130611.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -130643.875000 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -130643.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -130656.296875 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -130656.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -130661.687500 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -130661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -130663.789062 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -130663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -130668.312500 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -130668.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -130670.867188 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -130670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -130671.945312 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -130671.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -130671.945312 Penalty: 3277.568359
	Iteration 15F: 3 clusters Score -130671.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Entering Unmasked Estep 
Score: -1617421.125000 Penalty: 2224.288574
	Iteration 0F: 2 clusters Score -1617421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1611114.250000 Penalty: 4448.577148
	Iteration 0F: 3 clusters Score -1611114 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1612788.750000 Penalty: 4448.577148
	Iteration 1F: 3 clusters Score -1612789 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1613058.625000 Penalty: 4448.577148
	Iteration 2F: 3 clusters Score -1613059 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1613269.000000 Penalty: 4448.577148
	Iteration 3F: 3 clusters Score -1613269 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1613451.250000 Penalty: 4448.577148
	Iteration 4Q: 3 clusters Score -1613451 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1613622.000000 Penalty: 4448.577148
	Iteration 5Q: 3 clusters Score -1613622 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1613817.125000 Penalty: 4448.577148
	Iteration 6Q: 3 clusters Score -1613817 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1614029.875000 Penalty: 4448.577148
	Iteration 7Q: 3 clusters Score -1614030 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1614246.625000 Penalty: 4448.577148
	Iteration 8Q: 3 clusters Score -1614247 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1614434.875000 Penalty: 4448.577148
	Iteration 9Q: 3 clusters Score -1614435 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1614589.875000 Penalty: 4448.577148
	Iteration 10Q: 3 clusters Score -1614590 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1614701.500000 Penalty: 4448.577148
	Iteration 11Q: 3 clusters Score -1614702 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1614797.250000 Penalty: 4448.577148
	Iteration 12Q: 3 clusters Score -1614797 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1614884.875000 Penalty: 4448.577148
	Iteration 13Q: 3 clusters Score -1614885 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1614949.000000 Penalty: 4448.577148
	Iteration 14Q: 3 clusters Score -1614949 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1614991.125000 Penalty: 4448.577148
	Iteration 15Q: 3 clusters Score -1614991 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1615014.000000 Penalty: 4448.577148
	Iteration 16Q: 3 clusters Score -1615014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1615042.625000 Penalty: 4448.577148
	Iteration 17Q: 3 clusters Score -1615043 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1615062.250000 Penalty: 4448.577148
	Iteration 18Q: 3 clusters Score -1615062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1615070.125000 Penalty: 4448.577148
	Iteration 19Q: 3 clusters Score -1615070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1615081.875000 Penalty: 4448.577148
	Iteration 20F: 3 clusters Score -1615082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1615089.875000 Penalty: 4448.577148
	Iteration 21Q: 3 clusters Score -1615090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1615091.875000 Penalty: 4448.577148
	Iteration 22Q: 3 clusters Score -1615092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1615098.625000 Penalty: 4448.577148
	Iteration 23Q: 3 clusters Score -1615099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1615099.000000 Penalty: 4448.577148
	Iteration 24Q: 3 clusters Score -1615099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1615104.375000 Penalty: 4448.577148
	Iteration 25Q: 3 clusters Score -1615104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1615105.250000 Penalty: 4448.577148
	Iteration 26Q: 3 clusters Score -1615105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1615108.125000 Penalty: 4448.577148
	Iteration 27Q: 3 clusters Score -1615108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1615110.625000 Penalty: 4448.577148
	Iteration 28Q: 3 clusters Score -1615111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1615112.250000 Penalty: 4448.577148
	Iteration 29Q: 3 clusters Score -1615112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1615111.875000 Penalty: 4448.577148
	Iteration 30Q: 3 clusters Score -1615112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1615111.625000 Penalty: 4448.577148
	Iteration 31Q: 3 clusters Score -1615112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1615110.500000 Penalty: 4448.577148
	Iteration 32Q: 3 clusters Score -1615110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1615110.750000 Penalty: 4448.577148
	Iteration 33Q: 3 clusters Score -1615111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1615110.125000 Penalty: 4448.577148
	Iteration 34Q: 3 clusters Score -1615110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1615111.000000 Penalty: 4448.577148
	Iteration 35Q: 3 clusters Score -1615111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1615108.875000 Penalty: 4448.577148
	Iteration 36Q: 3 clusters Score -1615109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1615111.625000 Penalty: 4448.577148
	Iteration 37Q: 3 clusters Score -1615112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1615113.250000 Penalty: 4448.577148
	Iteration 38Q: 3 clusters Score -1615113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1615113.500000 Penalty: 4448.577148
	Iteration 39Q: 3 clusters Score -1615114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1615116.875000 Penalty: 4448.577148
	Iteration 40F: 3 clusters Score -1615117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1615117.750000 Penalty: 4448.577148
	Iteration 41Q: 3 clusters Score -1615118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1615120.125000 Penalty: 4448.577148
	Iteration 42Q: 3 clusters Score -1615120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1615118.875000 Penalty: 4448.577148
	Iteration 43Q: 3 clusters Score -1615119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1615122.750000 Penalty: 4448.577148
	Iteration 44Q: 3 clusters Score -1615123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1615126.625000 Penalty: 4448.577148
	Iteration 45Q: 3 clusters Score -1615127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1615123.875000 Penalty: 4448.577148
	Iteration 46Q: 3 clusters Score -1615124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1615124.500000 Penalty: 4448.577148
	Iteration 47Q: 3 clusters Score -1615124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1615125.125000 Penalty: 4448.577148
	Iteration 48Q: 3 clusters Score -1615125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1615125.125000 Penalty: 4448.577148
	Iteration 49F: 3 clusters Score -1615125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Entering Unmasked Estep 
Score: -7331859.500000 Penalty: 2620.315674
	Iteration 0F: 2 clusters Score -7331860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -7305677.000000 Penalty: 5240.631348
	Iteration 0F: 3 clusters Score -7305677 nChanged 17759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -7315347.500000 Penalty: 5240.631348
	Iteration 1F: 3 clusters Score -7315348 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -7315977.500000 Penalty: 5240.631348
	Iteration 2Q: 3 clusters Score -7315978 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -7316648.500000 Penalty: 5240.631348
	Iteration 3Q: 3 clusters Score -7316648 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -7317576.500000 Penalty: 5240.631348
	Iteration 4F: 3 clusters Score -7317576 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -7319020.500000 Penalty: 5240.631348
	Iteration 5F: 3 clusters Score -7319020 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -7321028.500000 Penalty: 5240.631348
	Iteration 6F: 3 clusters Score -7321028 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -7323596.500000 Penalty: 5240.631348
	Iteration 7F: 3 clusters Score -7323596 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -7326151.000000 Penalty: 5240.631348
	Iteration 8F: 3 clusters Score -7326151 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -7327940.000000 Penalty: 5240.631348
	Iteration 9Q: 3 clusters Score -7327940 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -7328843.000000 Penalty: 5240.631348
	Iteration 10Q: 3 clusters Score -7328843 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -7329250.000000 Penalty: 5240.631348
	Iteration 11Q: 3 clusters Score -7329250 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -7329373.000000 Penalty: 5240.631348
	Iteration 12Q: 3 clusters Score -7329373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -7329453.500000 Penalty: 5240.631348
	Iteration 13Q: 3 clusters Score -7329454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -7329483.000000 Penalty: 5240.631348
	Iteration 14Q: 3 clusters Score -7329483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -7329501.000000 Penalty: 5240.631348
	Iteration 15Q: 3 clusters Score -7329501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -7329505.500000 Penalty: 5240.631348
	Iteration 16Q: 3 clusters Score -7329506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -7329514.000000 Penalty: 5240.631348
	Iteration 17Q: 3 clusters Score -7329514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -7329522.500000 Penalty: 5240.631348
	Iteration 18Q: 3 clusters Score -7329522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -7329530.000000 Penalty: 5240.631348
	Iteration 19Q: 3 clusters Score -7329530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -7329533.500000 Penalty: 5240.631348
	Iteration 20F: 3 clusters Score -7329534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -7329535.000000 Penalty: 5240.631348
	Iteration 21Q: 3 clusters Score -7329535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -7329539.500000 Penalty: 5240.631348
	Iteration 22Q: 3 clusters Score -7329540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -7329537.500000 Penalty: 5240.631348
	Iteration 23Q: 3 clusters Score -7329538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -7329540.000000 Penalty: 5240.631348
	Iteration 24Q: 3 clusters Score -7329540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -7329540.000000 Penalty: 5240.631348
	Iteration 25F: 3 clusters Score -7329540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Entering Unmasked Estep 
Score: -1518127.125000 Penalty: 2234.039551
	Iteration 0F: 2 clusters Score -1518127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1511680.250000 Penalty: 4468.079102
	Iteration 0F: 3 clusters Score -1511680 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1513523.375000 Penalty: 4468.079102
	Iteration 1F: 3 clusters Score -1513523 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1513902.375000 Penalty: 4468.079102
	Iteration 2F: 3 clusters Score -1513902 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1514201.750000 Penalty: 4468.079102
	Iteration 3F: 3 clusters Score -1514202 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1514471.375000 Penalty: 4468.079102
	Iteration 4F: 3 clusters Score -1514471 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1514669.875000 Penalty: 4468.079102
	Iteration 5Q: 3 clusters Score -1514670 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1514832.625000 Penalty: 4468.079102
	Iteration 6Q: 3 clusters Score -1514833 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1515003.375000 Penalty: 4468.079102
	Iteration 7Q: 3 clusters Score -1515003 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1515146.375000 Penalty: 4468.079102
	Iteration 8Q: 3 clusters Score -1515146 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1515268.250000 Penalty: 4468.079102
	Iteration 9Q: 3 clusters Score -1515268 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1515364.875000 Penalty: 4468.079102
	Iteration 10Q: 3 clusters Score -1515365 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1515437.375000 Penalty: 4468.079102
	Iteration 11Q: 3 clusters Score -1515437 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1515507.125000 Penalty: 4468.079102
	Iteration 12Q: 3 clusters Score -1515507 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1515564.750000 Penalty: 4468.079102
	Iteration 13Q: 3 clusters Score -1515565 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1515630.375000 Penalty: 4468.079102
	Iteration 14Q: 3 clusters Score -1515630 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1515675.000000 Penalty: 4468.079102
	Iteration 15Q: 3 clusters Score -1515675 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1515708.000000 Penalty: 4468.079102
	Iteration 16Q: 3 clusters Score -1515708 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1515750.000000 Penalty: 4468.079102
	Iteration 17Q: 3 clusters Score -1515750 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1515792.875000 Penalty: 4468.079102
	Iteration 18Q: 3 clusters Score -1515793 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1515827.750000 Penalty: 4468.079102
	Iteration 19Q: 3 clusters Score -1515828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1515855.625000 Penalty: 4468.079102
	Iteration 20F: 3 clusters Score -1515856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1515873.750000 Penalty: 4468.079102
	Iteration 21Q: 3 clusters Score -1515874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1515898.125000 Penalty: 4468.079102
	Iteration 22Q: 3 clusters Score -1515898 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1515926.625000 Penalty: 4468.079102
	Iteration 23Q: 3 clusters Score -1515927 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1515953.375000 Penalty: 4468.079102
	Iteration 24Q: 3 clusters Score -1515953 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1515977.125000 Penalty: 4468.079102
	Iteration 25Q: 3 clusters Score -1515977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1515998.625000 Penalty: 4468.079102
	Iteration 26Q: 3 clusters Score -1515999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1516023.625000 Penalty: 4468.079102
	Iteration 27Q: 3 clusters Score -1516024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1516040.125000 Penalty: 4468.079102
	Iteration 28Q: 3 clusters Score -1516040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1516064.125000 Penalty: 4468.079102
	Iteration 29Q: 3 clusters Score -1516064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1516072.375000 Penalty: 4468.079102
	Iteration 30Q: 3 clusters Score -1516072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1516083.875000 Penalty: 4468.079102
	Iteration 31Q: 3 clusters Score -1516084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1516093.500000 Penalty: 4468.079102
	Iteration 32Q: 3 clusters Score -1516094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1516103.500000 Penalty: 4468.079102
	Iteration 33Q: 3 clusters Score -1516104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1516110.125000 Penalty: 4468.079102
	Iteration 34Q: 3 clusters Score -1516110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1516122.000000 Penalty: 4468.079102
	Iteration 35Q: 3 clusters Score -1516122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1516125.750000 Penalty: 4468.079102
	Iteration 36Q: 3 clusters Score -1516126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1516133.375000 Penalty: 4468.079102
	Iteration 37Q: 3 clusters Score -1516133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1516140.750000 Penalty: 4468.079102
	Iteration 38Q: 3 clusters Score -1516141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1516145.375000 Penalty: 4468.079102
	Iteration 39Q: 3 clusters Score -1516145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1516159.125000 Penalty: 4468.079102
	Iteration 40F: 3 clusters Score -1516159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1516169.750000 Penalty: 4468.079102
	Iteration 41Q: 3 clusters Score -1516170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1516177.125000 Penalty: 4468.079102
	Iteration 42Q: 3 clusters Score -1516177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1516181.000000 Penalty: 4468.079102
	Iteration 43Q: 3 clusters Score -1516181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1516189.375000 Penalty: 4468.079102
	Iteration 44Q: 3 clusters Score -1516189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1516198.625000 Penalty: 4468.079102
	Iteration 45Q: 3 clusters Score -1516199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1516211.000000 Penalty: 4468.079102
	Iteration 46Q: 3 clusters Score -1516211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1516220.625000 Penalty: 4468.079102
	Iteration 47Q: 3 clusters Score -1516221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1516230.375000 Penalty: 4468.079102
	Iteration 48Q: 3 clusters Score -1516230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1516238.500000 Penalty: 4468.079102
	Iteration 49Q: 3 clusters Score -1516238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1516255.875000 Penalty: 4468.079102
	Iteration 50Q: 3 clusters Score -1516256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1516266.125000 Penalty: 4468.079102
	Iteration 51Q: 3 clusters Score -1516266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1516273.375000 Penalty: 4468.079102
	Iteration 52Q: 3 clusters Score -1516273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1516281.625000 Penalty: 4468.079102
	Iteration 53Q: 3 clusters Score -1516282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1516286.375000 Penalty: 4468.079102
	Iteration 54Q: 3 clusters Score -1516286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1516288.125000 Penalty: 4468.079102
	Iteration 55Q: 3 clusters Score -1516288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1516289.250000 Penalty: 4468.079102
	Iteration 56Q: 3 clusters Score -1516289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1516290.250000 Penalty: 4468.079102
	Iteration 57Q: 3 clusters Score -1516290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1516292.875000 Penalty: 4468.079102
	Iteration 58Q: 3 clusters Score -1516293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1516294.125000 Penalty: 4468.079102
	Iteration 59Q: 3 clusters Score -1516294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1516297.125000 Penalty: 4468.079102
	Iteration 60F: 3 clusters Score -1516297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1516300.875000 Penalty: 4468.079102
	Iteration 61Q: 3 clusters Score -1516301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1516304.875000 Penalty: 4468.079102
	Iteration 62Q: 3 clusters Score -1516305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1516301.250000 Penalty: 4468.079102
	Iteration 63Q: 3 clusters Score -1516301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1516307.500000 Penalty: 4468.079102
	Iteration 64Q: 3 clusters Score -1516308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1516308.750000 Penalty: 4468.079102
	Iteration 65Q: 3 clusters Score -1516309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1516307.500000 Penalty: 4468.079102
	Iteration 66Q: 3 clusters Score -1516308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1516310.750000 Penalty: 4468.079102
	Iteration 67Q: 3 clusters Score -1516311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1516312.375000 Penalty: 4468.079102
	Iteration 68Q: 3 clusters Score -1516312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1516314.125000 Penalty: 4468.079102
	Iteration 69Q: 3 clusters Score -1516314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1516321.750000 Penalty: 4468.079102
	Iteration 70Q: 3 clusters Score -1516322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1516322.250000 Penalty: 4468.079102
	Iteration 71Q: 3 clusters Score -1516322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1516324.750000 Penalty: 4468.079102
	Iteration 72Q: 3 clusters Score -1516325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1516323.250000 Penalty: 4468.079102
	Iteration 73Q: 3 clusters Score -1516323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1516323.250000 Penalty: 4468.079102
	Iteration 74F: 3 clusters Score -1516323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -51947.734375 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -51947.73 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 196 members 
Entering Unmasked Estep 
Score: -50661.753906 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -50661.75 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50924.757812 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -50924.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51006.097656 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -51006.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51074.500000 Penalty: 2960.479004
	Iteration 3Q: 3 clusters Score -51074.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51096.707031 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -51096.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51113.660156 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -51113.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51125.355469 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -51125.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51129.632812 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -51129.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51129.632812 Penalty: 2960.479004
	Iteration 8F: 3 clusters Score -51129.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -48836.179688 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -48836.18 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 155 members 
Entering Unmasked Estep 
Score: -47691.406250 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -47691.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47862.988281 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -47862.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47912.433594 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -47912.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47932.062500 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -47932.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47955.882812 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -47955.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47958.687500 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -47958.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47958.687500 Penalty: 2862.634766
	Iteration 6F: 3 clusters Score -47958.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -89884.335938 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -89884.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -88395.632812 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -88395.63 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -88671.109375 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -88671.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -88807.210938 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -88807.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88960.312500 Penalty: 3160.319580
	Iteration 3F: 3 clusters Score -88960.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89136.054688 Penalty: 3160.319580
	Iteration 4F: 3 clusters Score -89136.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -89263.257812 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -89263.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -89342.406250 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -89342.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -89379.835938 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -89379.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89405.187500 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -89405.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -89407.046875 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -89407.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89410.195312 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -89410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89411.820312 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -89411.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89414.546875 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -89414.55 nChanged 2
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: -89417.257812 Penalty: 3160.319580
	Iteration 13Q: 3 clusters Score -89417.26 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: -89417.257812 Penalty: 3160.319580
	Iteration 14F: 3 clusters Score -89417.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -57456.347656 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -57456.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -56140.421875 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -56140.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -56268.648438 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -56268.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -56343.726562 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -56343.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -56423.855469 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -56423.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56441.160156 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -56441.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56445.800781 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -56445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56460.289062 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -56460.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -56475.871094 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -56475.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56479.105469 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -56479.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56479.105469 Penalty: 2862.634766
	Iteration 9F: 3 clusters Score -56479.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -787893.375000 Penalty: 2073.819580
	Iteration 0F: 2 clusters Score -787893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -783927.375000 Penalty: 4147.639160
	Iteration 0F: 3 clusters Score -783927.4 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -785334.187500 Penalty: 4147.639160
	Iteration 1F: 3 clusters Score -785334.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -786087.625000 Penalty: 4147.639160
	Iteration 2F: 3 clusters Score -786087.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -786806.562500 Penalty: 4147.639160
	Iteration 3F: 3 clusters Score -786806.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -787266.437500 Penalty: 4147.639160
	Iteration 4F: 3 clusters Score -787266.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -787513.875000 Penalty: 4147.639160
	Iteration 5F: 3 clusters Score -787513.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -787647.437500 Penalty: 4147.639160
	Iteration 6Q: 3 clusters Score -787647.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -787721.500000 Penalty: 4147.639160
	Iteration 7Q: 3 clusters Score -787721.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -787770.187500 Penalty: 4147.639160
	Iteration 8Q: 3 clusters Score -787770.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -787802.812500 Penalty: 4147.639160
	Iteration 9Q: 3 clusters Score -787802.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -787839.062500 Penalty: 4147.639160
	Iteration 10Q: 3 clusters Score -787839.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -787880.375000 Penalty: 4147.639160
	Iteration 11Q: 3 clusters Score -787880.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -787922.437500 Penalty: 4147.639160
	Iteration 12Q: 3 clusters Score -787922.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -787960.812500 Penalty: 4147.639160
	Iteration 13Q: 3 clusters Score -787960.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -788004.437500 Penalty: 4147.639160
	Iteration 14Q: 3 clusters Score -788004.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -788036.875000 Penalty: 4147.639160
	Iteration 15Q: 3 clusters Score -788036.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -788059.125000 Penalty: 4147.639160
	Iteration 16Q: 3 clusters Score -788059.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -788080.250000 Penalty: 4147.639160
	Iteration 17Q: 3 clusters Score -788080.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -788091.687500 Penalty: 4147.639160
	Iteration 18Q: 3 clusters Score -788091.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -788097.062500 Penalty: 4147.639160
	Iteration 19Q: 3 clusters Score -788097.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -788113.250000 Penalty: 4147.639160
	Iteration 20F: 3 clusters Score -788113.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -788121.375000 Penalty: 4147.639160
	Iteration 21Q: 3 clusters Score -788121.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -788131.250000 Penalty: 4147.639160
	Iteration 22Q: 3 clusters Score -788131.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -788136.562500 Penalty: 4147.639160
	Iteration 23Q: 3 clusters Score -788136.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -788137.937500 Penalty: 4147.639160
	Iteration 24Q: 3 clusters Score -788137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -788140.625000 Penalty: 4147.639160
	Iteration 25Q: 3 clusters Score -788140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -788140.875000 Penalty: 4147.639160
	Iteration 26Q: 3 clusters Score -788140.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -788141.625000 Penalty: 4147.639160
	Iteration 27Q: 3 clusters Score -788141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -788142.875000 Penalty: 4147.639160
	Iteration 28Q: 3 clusters Score -788142.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -788144.562500 Penalty: 4147.639160
	Iteration 29Q: 3 clusters Score -788144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -788144.562500 Penalty: 4147.639160
	Iteration 30F: 3 clusters Score -788144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 9619 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 29461 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15610 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7855 members 
Mstep: Class 19 contains 38785 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8433 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14367 members 
Mstep: Class 31 contains 2020 members 
Mstep: Class 32 contains 19463 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 3257 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 22856 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15632 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26392 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15910 members 
Mstep: Class 53 contains 2362 members 
Mstep: Class 54 contains 34142 members 
Mstep: Class 55 contains 30213 members 
Mstep: Class 56 contains 32931 members 
Mstep: Class 57 contains 38337 members 
Entering Unmasked Estep 
Score: -84245840.000000 Penalty: 183523.656250
Splitting cluster 25 changes total score from -84246792.000000 to -84245840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Entering Unmasked Estep 
Score: -924909.000000 Penalty: 2101.156494
	Iteration 0F: 2 clusters Score -924909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -920592.500000 Penalty: 4202.312988
	Iteration 0F: 3 clusters Score -920592.5 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -921616.062500 Penalty: 4202.312988
	Iteration 1F: 3 clusters Score -921616.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -921839.000000 Penalty: 4202.312988
	Iteration 2F: 3 clusters Score -921839 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -921974.125000 Penalty: 4202.312988
	Iteration 3F: 3 clusters Score -921974.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -922093.562500 Penalty: 4202.312988
	Iteration 4Q: 3 clusters Score -922093.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -922210.375000 Penalty: 4202.312988
	Iteration 5Q: 3 clusters Score -922210.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -922312.875000 Penalty: 4202.312988
	Iteration 6Q: 3 clusters Score -922312.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -922422.812500 Penalty: 4202.312988
	Iteration 7Q: 3 clusters Score -922422.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -922521.875000 Penalty: 4202.312988
	Iteration 8Q: 3 clusters Score -922521.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -922623.250000 Penalty: 4202.312988
	Iteration 9Q: 3 clusters Score -922623.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -922706.812500 Penalty: 4202.312988
	Iteration 10Q: 3 clusters Score -922706.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -922789.562500 Penalty: 4202.312988
	Iteration 11Q: 3 clusters Score -922789.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -922866.125000 Penalty: 4202.312988
	Iteration 12Q: 3 clusters Score -922866.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -922929.562500 Penalty: 4202.312988
	Iteration 13Q: 3 clusters Score -922929.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -922979.125000 Penalty: 4202.312988
	Iteration 14Q: 3 clusters Score -922979.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -923021.437500 Penalty: 4202.312988
	Iteration 15Q: 3 clusters Score -923021.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -923059.500000 Penalty: 4202.312988
	Iteration 16Q: 3 clusters Score -923059.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -923081.750000 Penalty: 4202.312988
	Iteration 17Q: 3 clusters Score -923081.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -923099.250000 Penalty: 4202.312988
	Iteration 18Q: 3 clusters Score -923099.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -923120.312500 Penalty: 4202.312988
	Iteration 19Q: 3 clusters Score -923120.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -923134.750000 Penalty: 4202.312988
	Iteration 20F: 3 clusters Score -923134.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -923144.375000 Penalty: 4202.312988
	Iteration 21Q: 3 clusters Score -923144.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -923151.062500 Penalty: 4202.312988
	Iteration 22Q: 3 clusters Score -923151.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -923157.812500 Penalty: 4202.312988
	Iteration 23Q: 3 clusters Score -923157.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -923167.250000 Penalty: 4202.312988
	Iteration 24Q: 3 clusters Score -923167.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -923170.062500 Penalty: 4202.312988
	Iteration 25Q: 3 clusters Score -923170.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -923175.812500 Penalty: 4202.312988
	Iteration 26Q: 3 clusters Score -923175.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -923180.500000 Penalty: 4202.312988
	Iteration 27Q: 3 clusters Score -923180.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -923184.187500 Penalty: 4202.312988
	Iteration 28Q: 3 clusters Score -923184.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -923188.437500 Penalty: 4202.312988
	Iteration 29Q: 3 clusters Score -923188.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -923189.562500 Penalty: 4202.312988
	Iteration 30Q: 3 clusters Score -923189.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -923189.500000 Penalty: 4202.312988
	Iteration 31Q: 3 clusters Score -923189.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -923191.812500 Penalty: 4202.312988
	Iteration 32Q: 3 clusters Score -923191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -923193.875000 Penalty: 4202.312988
	Iteration 33Q: 3 clusters Score -923193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -923194.125000 Penalty: 4202.312988
	Iteration 34Q: 3 clusters Score -923194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -923197.125000 Penalty: 4202.312988
	Iteration 35Q: 3 clusters Score -923197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -923197.687500 Penalty: 4202.312988
	Iteration 36Q: 3 clusters Score -923197.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -923197.687500 Penalty: 4202.312988
	Iteration 37F: 3 clusters Score -923197.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Entering Unmasked Estep 
Score: -1644543.875000 Penalty: 2241.896973
	Iteration 0F: 2 clusters Score -1644544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1637839.125000 Penalty: 4483.793945
	Iteration 0F: 3 clusters Score -1637839 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1639631.625000 Penalty: 4483.793945
	Iteration 1F: 3 clusters Score -1639632 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1639847.875000 Penalty: 4483.793945
	Iteration 2F: 3 clusters Score -1639848 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1639989.125000 Penalty: 4483.793945
	Iteration 3Q: 3 clusters Score -1639989 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1640113.625000 Penalty: 4483.793945
	Iteration 4Q: 3 clusters Score -1640114 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1640217.750000 Penalty: 4483.793945
	Iteration 5Q: 3 clusters Score -1640218 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1640297.375000 Penalty: 4483.793945
	Iteration 6Q: 3 clusters Score -1640297 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1640376.375000 Penalty: 4483.793945
	Iteration 7Q: 3 clusters Score -1640376 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1640466.625000 Penalty: 4483.793945
	Iteration 8Q: 3 clusters Score -1640467 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1640558.000000 Penalty: 4483.793945
	Iteration 9Q: 3 clusters Score -1640558 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1640645.625000 Penalty: 4483.793945
	Iteration 10Q: 3 clusters Score -1640646 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1640774.000000 Penalty: 4483.793945
	Iteration 11Q: 3 clusters Score -1640774 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1640938.500000 Penalty: 4483.793945
	Iteration 12Q: 3 clusters Score -1640938 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1641119.125000 Penalty: 4483.793945
	Iteration 13Q: 3 clusters Score -1641119 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1641324.125000 Penalty: 4483.793945
	Iteration 14Q: 3 clusters Score -1641324 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1641551.875000 Penalty: 4483.793945
	Iteration 15Q: 3 clusters Score -1641552 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1641764.625000 Penalty: 4483.793945
	Iteration 16Q: 3 clusters Score -1641765 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1641962.875000 Penalty: 4483.793945
	Iteration 17Q: 3 clusters Score -1641963 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1642114.750000 Penalty: 4483.793945
	Iteration 18Q: 3 clusters Score -1642115 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1642230.000000 Penalty: 4483.793945
	Iteration 19Q: 3 clusters Score -1642230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1642314.875000 Penalty: 4483.793945
	Iteration 20F: 3 clusters Score -1642315 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1642394.250000 Penalty: 4483.793945
	Iteration 21Q: 3 clusters Score -1642394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1642450.875000 Penalty: 4483.793945
	Iteration 22Q: 3 clusters Score -1642451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1642493.750000 Penalty: 4483.793945
	Iteration 23Q: 3 clusters Score -1642494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1642522.750000 Penalty: 4483.793945
	Iteration 24Q: 3 clusters Score -1642523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1642537.625000 Penalty: 4483.793945
	Iteration 25Q: 3 clusters Score -1642538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1642543.125000 Penalty: 4483.793945
	Iteration 26Q: 3 clusters Score -1642543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1642546.750000 Penalty: 4483.793945
	Iteration 27Q: 3 clusters Score -1642547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1642553.875000 Penalty: 4483.793945
	Iteration 28Q: 3 clusters Score -1642554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1642555.125000 Penalty: 4483.793945
	Iteration 29Q: 3 clusters Score -1642555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1642554.250000 Penalty: 4483.793945
	Iteration 30Q: 3 clusters Score -1642554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1642556.875000 Penalty: 4483.793945
	Iteration 31Q: 3 clusters Score -1642557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1642558.125000 Penalty: 4483.793945
	Iteration 32Q: 3 clusters Score -1642558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1642564.500000 Penalty: 4483.793945
	Iteration 33Q: 3 clusters Score -1642564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1642568.625000 Penalty: 4483.793945
	Iteration 34Q: 3 clusters Score -1642569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1642567.750000 Penalty: 4483.793945
	Iteration 35Q: 3 clusters Score -1642568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1642567.750000 Penalty: 4483.793945
	Iteration 36F: 3 clusters Score -1642568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16962.708984 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -16962.71 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 126 members 
Entering Unmasked Estep 
Score: -15897.584961 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -15897.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16097.032227 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -16097.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16169.996094 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -16170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16199.513672 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -16199.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16204.924805 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -16204.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16204.924805 Penalty: 2730.644531
	Iteration 5F: 3 clusters Score -16204.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -167637.203125 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -167637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -165739.843750 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -165739.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -166174.140625 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -166174.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -166366.031250 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -166366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -166485.078125 Penalty: 3423.261719
	Iteration 3F: 3 clusters Score -166485.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -166583.640625 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -166583.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -166644.812500 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -166644.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -166681.187500 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -166681.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -166710.265625 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -166710.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -166721.078125 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -166721.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -166738.359375 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -166738.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -166748.390625 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -166748.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -166761.687500 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -166761.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -166771.750000 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -166771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -166777.921875 Penalty: 3423.261719
	Iteration 13Q: 3 clusters Score -166777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -166780.343750 Penalty: 3423.261719
	Iteration 14Q: 3 clusters Score -166780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -166784.750000 Penalty: 3423.261719
	Iteration 15Q: 3 clusters Score -166784.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -166789.859375 Penalty: 3423.261719
	Iteration 16Q: 3 clusters Score -166789.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -166789.859375 Penalty: 3423.261719
	Iteration 17F: 3 clusters Score -166789.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Entering Unmasked Estep 
Score: -3079724.250000 Penalty: 2374.026855
	Iteration 0F: 2 clusters Score -3079724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -3069758.000000 Penalty: 4748.053711
	Iteration 0F: 3 clusters Score -3069758 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -3073197.250000 Penalty: 4748.053711
	Iteration 1F: 3 clusters Score -3073197 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3073514.750000 Penalty: 4748.053711
	Iteration 2F: 3 clusters Score -3073515 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3073779.000000 Penalty: 4748.053711
	Iteration 3Q: 3 clusters Score -3073779 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3074007.500000 Penalty: 4748.053711
	Iteration 4Q: 3 clusters Score -3074008 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3074212.500000 Penalty: 4748.053711
	Iteration 5Q: 3 clusters Score -3074212 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3074471.750000 Penalty: 4748.053711
	Iteration 6Q: 3 clusters Score -3074472 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3074806.750000 Penalty: 4748.053711
	Iteration 7Q: 3 clusters Score -3074807 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3075233.500000 Penalty: 4748.053711
	Iteration 8Q: 3 clusters Score -3075234 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3075681.250000 Penalty: 4748.053711
	Iteration 9Q: 3 clusters Score -3075681 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3076228.250000 Penalty: 4748.053711
	Iteration 10Q: 3 clusters Score -3076228 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -3076700.000000 Penalty: 4748.053711
	Iteration 11Q: 3 clusters Score -3076700 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3077038.750000 Penalty: 4748.053711
	Iteration 12Q: 3 clusters Score -3077039 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3077241.500000 Penalty: 4748.053711
	Iteration 13Q: 3 clusters Score -3077242 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3077384.750000 Penalty: 4748.053711
	Iteration 14Q: 3 clusters Score -3077385 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3077468.750000 Penalty: 4748.053711
	Iteration 15Q: 3 clusters Score -3077469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -3077522.500000 Penalty: 4748.053711
	Iteration 16Q: 3 clusters Score -3077522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3077559.500000 Penalty: 4748.053711
	Iteration 17Q: 3 clusters Score -3077560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3077597.750000 Penalty: 4748.053711
	Iteration 18Q: 3 clusters Score -3077598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3077628.750000 Penalty: 4748.053711
	Iteration 19Q: 3 clusters Score -3077629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3077632.250000 Penalty: 4748.053711
	Iteration 20F: 3 clusters Score -3077632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3077642.750000 Penalty: 4748.053711
	Iteration 21Q: 3 clusters Score -3077643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3077651.000000 Penalty: 4748.053711
	Iteration 22Q: 3 clusters Score -3077651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3077660.500000 Penalty: 4748.053711
	Iteration 23Q: 3 clusters Score -3077660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3077670.750000 Penalty: 4748.053711
	Iteration 24Q: 3 clusters Score -3077671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3077675.250000 Penalty: 4748.053711
	Iteration 25Q: 3 clusters Score -3077675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3077681.000000 Penalty: 4748.053711
	Iteration 26Q: 3 clusters Score -3077681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3077691.750000 Penalty: 4748.053711
	Iteration 27Q: 3 clusters Score -3077692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3077695.500000 Penalty: 4748.053711
	Iteration 28Q: 3 clusters Score -3077696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3077696.500000 Penalty: 4748.053711
	Iteration 29Q: 3 clusters Score -3077696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3077704.000000 Penalty: 4748.053711
	Iteration 30Q: 3 clusters Score -3077704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3077702.750000 Penalty: 4748.053711
	Iteration 31Q: 3 clusters Score -3077703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3077702.750000 Penalty: 4748.053711
	Iteration 32F: 3 clusters Score -3077703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -396566.562500 Penalty: 1887.491455
	Iteration 0F: 2 clusters Score -396566.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -393951.656250 Penalty: 3774.982910
	Iteration 0F: 3 clusters Score -393951.7 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -394464.312500 Penalty: 3774.982910
	Iteration 1F: 3 clusters Score -394464.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -394628.375000 Penalty: 3774.982910
	Iteration 2F: 3 clusters Score -394628.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -394732.343750 Penalty: 3774.982910
	Iteration 3Q: 3 clusters Score -394732.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -394810.468750 Penalty: 3774.982910
	Iteration 4Q: 3 clusters Score -394810.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -394863.000000 Penalty: 3774.982910
	Iteration 5Q: 3 clusters Score -394863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -394904.656250 Penalty: 3774.982910
	Iteration 6Q: 3 clusters Score -394904.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -394929.593750 Penalty: 3774.982910
	Iteration 7Q: 3 clusters Score -394929.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -394946.125000 Penalty: 3774.982910
	Iteration 8Q: 3 clusters Score -394946.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -394961.375000 Penalty: 3774.982910
	Iteration 9Q: 3 clusters Score -394961.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -394975.343750 Penalty: 3774.982910
	Iteration 10Q: 3 clusters Score -394975.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -394983.875000 Penalty: 3774.982910
	Iteration 11Q: 3 clusters Score -394983.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -394987.718750 Penalty: 3774.982910
	Iteration 12Q: 3 clusters Score -394987.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -394994.437500 Penalty: 3774.982910
	Iteration 13Q: 3 clusters Score -394994.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -394998.937500 Penalty: 3774.982910
	Iteration 14Q: 3 clusters Score -394998.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -395004.406250 Penalty: 3774.982910
	Iteration 15Q: 3 clusters Score -395004.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -395014.562500 Penalty: 3774.982910
	Iteration 16Q: 3 clusters Score -395014.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -395027.250000 Penalty: 3774.982910
	Iteration 17Q: 3 clusters Score -395027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -395035.875000 Penalty: 3774.982910
	Iteration 18Q: 3 clusters Score -395035.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -395041.500000 Penalty: 3774.982910
	Iteration 19Q: 3 clusters Score -395041.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -395045.000000 Penalty: 3774.982910
	Iteration 20F: 3 clusters Score -395045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -395047.218750 Penalty: 3774.982910
	Iteration 21Q: 3 clusters Score -395047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -395048.062500 Penalty: 3774.982910
	Iteration 22Q: 3 clusters Score -395048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -395049.500000 Penalty: 3774.982910
	Iteration 23Q: 3 clusters Score -395049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -395049.562500 Penalty: 3774.982910
	Iteration 24Q: 3 clusters Score -395049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -395051.656250 Penalty: 3774.982910
	Iteration 25Q: 3 clusters Score -395051.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -395053.000000 Penalty: 3774.982910
	Iteration 26Q: 3 clusters Score -395053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -395056.312500 Penalty: 3774.982910
	Iteration 27Q: 3 clusters Score -395056.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -395058.468750 Penalty: 3774.982910
	Iteration 28Q: 3 clusters Score -395058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -395059.031250 Penalty: 3774.982910
	Iteration 29Q: 3 clusters Score -395059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -395059.031250 Penalty: 3774.982910
	Iteration 30F: 3 clusters Score -395059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Entering Unmasked Estep 
Score: -4067021.250000 Penalty: 2449.314941
	Iteration 0F: 2 clusters Score -4067021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -4053718.750000 Penalty: 4898.629883
	Iteration 0F: 3 clusters Score -4053719 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -4058343.750000 Penalty: 4898.629883
	Iteration 1F: 3 clusters Score -4058344 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -4058740.000000 Penalty: 4898.629883
	Iteration 2F: 3 clusters Score -4058740 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -4059047.500000 Penalty: 4898.629883
	Iteration 3Q: 3 clusters Score -4059048 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -4059267.500000 Penalty: 4898.629883
	Iteration 4Q: 3 clusters Score -4059268 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4059458.500000 Penalty: 4898.629883
	Iteration 5Q: 3 clusters Score -4059458 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4059606.000000 Penalty: 4898.629883
	Iteration 6Q: 3 clusters Score -4059606 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4059736.250000 Penalty: 4898.629883
	Iteration 7Q: 3 clusters Score -4059736 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -4059868.500000 Penalty: 4898.629883
	Iteration 8Q: 3 clusters Score -4059868 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -4059992.000000 Penalty: 4898.629883
	Iteration 9Q: 3 clusters Score -4059992 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -4060094.500000 Penalty: 4898.629883
	Iteration 10Q: 3 clusters Score -4060094 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -4060223.500000 Penalty: 4898.629883
	Iteration 11Q: 3 clusters Score -4060224 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -4060345.000000 Penalty: 4898.629883
	Iteration 12Q: 3 clusters Score -4060345 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -4060460.250000 Penalty: 4898.629883
	Iteration 13Q: 3 clusters Score -4060460 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -4060604.000000 Penalty: 4898.629883
	Iteration 14Q: 3 clusters Score -4060604 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -4060747.750000 Penalty: 4898.629883
	Iteration 15Q: 3 clusters Score -4060748 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4060877.250000 Penalty: 4898.629883
	Iteration 16Q: 3 clusters Score -4060877 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -4061042.500000 Penalty: 4898.629883
	Iteration 17Q: 3 clusters Score -4061042 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -4061198.250000 Penalty: 4898.629883
	Iteration 18Q: 3 clusters Score -4061198 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -4061430.750000 Penalty: 4898.629883
	Iteration 19Q: 3 clusters Score -4061431 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -4061673.250000 Penalty: 4898.629883
	Iteration 20F: 3 clusters Score -4061673 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -4061922.500000 Penalty: 4898.629883
	Iteration 21Q: 3 clusters Score -4061922 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -4062178.000000 Penalty: 4898.629883
	Iteration 22Q: 3 clusters Score -4062178 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -4062488.500000 Penalty: 4898.629883
	Iteration 23Q: 3 clusters Score -4062488 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4062775.750000 Penalty: 4898.629883
	Iteration 24Q: 3 clusters Score -4062776 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -4063101.750000 Penalty: 4898.629883
	Iteration 25Q: 3 clusters Score -4063102 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4063410.250000 Penalty: 4898.629883
	Iteration 26Q: 3 clusters Score -4063410 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4063664.250000 Penalty: 4898.629883
	Iteration 27Q: 3 clusters Score -4063664 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4063927.750000 Penalty: 4898.629883
	Iteration 28Q: 3 clusters Score -4063928 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4064157.250000 Penalty: 4898.629883
	Iteration 29Q: 3 clusters Score -4064157 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4064315.000000 Penalty: 4898.629883
	Iteration 30Q: 3 clusters Score -4064315 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4064438.500000 Penalty: 4898.629883
	Iteration 31Q: 3 clusters Score -4064438 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4064541.750000 Penalty: 4898.629883
	Iteration 32Q: 3 clusters Score -4064542 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4064631.500000 Penalty: 4898.629883
	Iteration 33Q: 3 clusters Score -4064632 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4064718.250000 Penalty: 4898.629883
	Iteration 34Q: 3 clusters Score -4064718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4064762.000000 Penalty: 4898.629883
	Iteration 35Q: 3 clusters Score -4064762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4064798.250000 Penalty: 4898.629883
	Iteration 36Q: 3 clusters Score -4064798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4064825.000000 Penalty: 4898.629883
	Iteration 37Q: 3 clusters Score -4064825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4064835.500000 Penalty: 4898.629883
	Iteration 38Q: 3 clusters Score -4064836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4064855.750000 Penalty: 4898.629883
	Iteration 39Q: 3 clusters Score -4064856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4064861.500000 Penalty: 4898.629883
	Iteration 40F: 3 clusters Score -4064862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4064872.000000 Penalty: 4898.629883
	Iteration 41Q: 3 clusters Score -4064872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4064884.500000 Penalty: 4898.629883
	Iteration 42Q: 3 clusters Score -4064884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4064889.000000 Penalty: 4898.629883
	Iteration 43Q: 3 clusters Score -4064889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4064886.250000 Penalty: 4898.629883
	Iteration 44Q: 3 clusters Score -4064886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4064885.000000 Penalty: 4898.629883
	Iteration 45Q: 3 clusters Score -4064885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4064889.750000 Penalty: 4898.629883
	Iteration 46Q: 3 clusters Score -4064890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4064889.750000 Penalty: 4898.629883
	Iteration 47F: 3 clusters Score -4064890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -471104.812500 Penalty: 1929.203979
	Iteration 0F: 2 clusters Score -471104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -468248.468750 Penalty: 3858.407959
	Iteration 0F: 3 clusters Score -468248.5 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -468808.593750 Penalty: 3858.407959
	Iteration 1F: 3 clusters Score -468808.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -468962.312500 Penalty: 3858.407959
	Iteration 2F: 3 clusters Score -468962.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -469073.156250 Penalty: 3858.407959
	Iteration 3Q: 3 clusters Score -469073.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -469158.000000 Penalty: 3858.407959
	Iteration 4Q: 3 clusters Score -469158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -469248.343750 Penalty: 3858.407959
	Iteration 5Q: 3 clusters Score -469248.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -469362.656250 Penalty: 3858.407959
	Iteration 6Q: 3 clusters Score -469362.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -469482.468750 Penalty: 3858.407959
	Iteration 7Q: 3 clusters Score -469482.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -469615.625000 Penalty: 3858.407959
	Iteration 8Q: 3 clusters Score -469615.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -469730.906250 Penalty: 3858.407959
	Iteration 9Q: 3 clusters Score -469730.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -469834.031250 Penalty: 3858.407959
	Iteration 10Q: 3 clusters Score -469834 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -469912.625000 Penalty: 3858.407959
	Iteration 11Q: 3 clusters Score -469912.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -469953.687500 Penalty: 3858.407959
	Iteration 12Q: 3 clusters Score -469953.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -469981.093750 Penalty: 3858.407959
	Iteration 13Q: 3 clusters Score -469981.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -469999.750000 Penalty: 3858.407959
	Iteration 14Q: 3 clusters Score -469999.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -470012.312500 Penalty: 3858.407959
	Iteration 15Q: 3 clusters Score -470012.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -470021.437500 Penalty: 3858.407959
	Iteration 16Q: 3 clusters Score -470021.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -470034.093750 Penalty: 3858.407959
	Iteration 17Q: 3 clusters Score -470034.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -470044.593750 Penalty: 3858.407959
	Iteration 18Q: 3 clusters Score -470044.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -470053.718750 Penalty: 3858.407959
	Iteration 19Q: 3 clusters Score -470053.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -470062.937500 Penalty: 3858.407959
	Iteration 20F: 3 clusters Score -470062.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -470066.000000 Penalty: 3858.407959
	Iteration 21Q: 3 clusters Score -470066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -470066.875000 Penalty: 3858.407959
	Iteration 22Q: 3 clusters Score -470066.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -470070.125000 Penalty: 3858.407959
	Iteration 23Q: 3 clusters Score -470070.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -470074.937500 Penalty: 3858.407959
	Iteration 24Q: 3 clusters Score -470074.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -470081.593750 Penalty: 3858.407959
	Iteration 25Q: 3 clusters Score -470081.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -470087.000000 Penalty: 3858.407959
	Iteration 26Q: 3 clusters Score -470087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -470093.281250 Penalty: 3858.407959
	Iteration 27Q: 3 clusters Score -470093.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -470094.656250 Penalty: 3858.407959
	Iteration 28Q: 3 clusters Score -470094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -470097.437500 Penalty: 3858.407959
	Iteration 29Q: 3 clusters Score -470097.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -470099.843750 Penalty: 3858.407959
	Iteration 30Q: 3 clusters Score -470099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -470100.125000 Penalty: 3858.407959
	Iteration 31Q: 3 clusters Score -470100.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -470101.968750 Penalty: 3858.407959
	Iteration 32Q: 3 clusters Score -470102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -470104.406250 Penalty: 3858.407959
	Iteration 33Q: 3 clusters Score -470104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -470105.687500 Penalty: 3858.407959
	Iteration 34Q: 3 clusters Score -470105.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -470107.843750 Penalty: 3858.407959
	Iteration 35Q: 3 clusters Score -470107.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -470111.000000 Penalty: 3858.407959
	Iteration 36Q: 3 clusters Score -470111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -470111.968750 Penalty: 3858.407959
	Iteration 37Q: 3 clusters Score -470112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -470111.968750 Penalty: 3858.407959
	Iteration 38F: 3 clusters Score -470112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Entering Unmasked Estep 
Score: -636072.562500 Penalty: 2005.963379
	Iteration 0F: 2 clusters Score -636072.6 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 1613 members 
Entering Unmasked Estep 
Score: -632643.375000 Penalty: 4011.926758
	Iteration 0F: 3 clusters Score -632643.4 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -633364.937500 Penalty: 4011.926758
	Iteration 1F: 3 clusters Score -633364.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -633526.562500 Penalty: 4011.926758
	Iteration 2F: 3 clusters Score -633526.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -633618.750000 Penalty: 4011.926758
	Iteration 3Q: 3 clusters Score -633618.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -633693.937500 Penalty: 4011.926758
	Iteration 4Q: 3 clusters Score -633693.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -633754.750000 Penalty: 4011.926758
	Iteration 5Q: 3 clusters Score -633754.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -633808.562500 Penalty: 4011.926758
	Iteration 6Q: 3 clusters Score -633808.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -633852.375000 Penalty: 4011.926758
	Iteration 7Q: 3 clusters Score -633852.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -633884.875000 Penalty: 4011.926758
	Iteration 8Q: 3 clusters Score -633884.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -633930.500000 Penalty: 4011.926758
	Iteration 9Q: 3 clusters Score -633930.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -633975.250000 Penalty: 4011.926758
	Iteration 10Q: 3 clusters Score -633975.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -634006.062500 Penalty: 4011.926758
	Iteration 11Q: 3 clusters Score -634006.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -634026.125000 Penalty: 4011.926758
	Iteration 12Q: 3 clusters Score -634026.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -634047.437500 Penalty: 4011.926758
	Iteration 13Q: 3 clusters Score -634047.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -634072.500000 Penalty: 4011.926758
	Iteration 14Q: 3 clusters Score -634072.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -634098.937500 Penalty: 4011.926758
	Iteration 15Q: 3 clusters Score -634098.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -634120.812500 Penalty: 4011.926758
	Iteration 16Q: 3 clusters Score -634120.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -634143.375000 Penalty: 4011.926758
	Iteration 17Q: 3 clusters Score -634143.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -634165.250000 Penalty: 4011.926758
	Iteration 18Q: 3 clusters Score -634165.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -634194.687500 Penalty: 4011.926758
	Iteration 19Q: 3 clusters Score -634194.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -634218.687500 Penalty: 4011.926758
	Iteration 20F: 3 clusters Score -634218.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -634244.187500 Penalty: 4011.926758
	Iteration 21Q: 3 clusters Score -634244.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -634265.625000 Penalty: 4011.926758
	Iteration 22Q: 3 clusters Score -634265.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -634283.000000 Penalty: 4011.926758
	Iteration 23Q: 3 clusters Score -634283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -634297.000000 Penalty: 4011.926758
	Iteration 24Q: 3 clusters Score -634297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -634309.750000 Penalty: 4011.926758
	Iteration 25Q: 3 clusters Score -634309.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -634323.000000 Penalty: 4011.926758
	Iteration 26Q: 3 clusters Score -634323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -634334.187500 Penalty: 4011.926758
	Iteration 27Q: 3 clusters Score -634334.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -634350.250000 Penalty: 4011.926758
	Iteration 28Q: 3 clusters Score -634350.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -634368.750000 Penalty: 4011.926758
	Iteration 29Q: 3 clusters Score -634368.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -634389.562500 Penalty: 4011.926758
	Iteration 30Q: 3 clusters Score -634389.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -634408.687500 Penalty: 4011.926758
	Iteration 31Q: 3 clusters Score -634408.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -634426.687500 Penalty: 4011.926758
	Iteration 32Q: 3 clusters Score -634426.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -634443.875000 Penalty: 4011.926758
	Iteration 33Q: 3 clusters Score -634443.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -634451.562500 Penalty: 4011.926758
	Iteration 34Q: 3 clusters Score -634451.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -634460.250000 Penalty: 4011.926758
	Iteration 35Q: 3 clusters Score -634460.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -634468.250000 Penalty: 4011.926758
	Iteration 36Q: 3 clusters Score -634468.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -634478.750000 Penalty: 4011.926758
	Iteration 37Q: 3 clusters Score -634478.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -634496.500000 Penalty: 4011.926758
	Iteration 38Q: 3 clusters Score -634496.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -634513.062500 Penalty: 4011.926758
	Iteration 39Q: 3 clusters Score -634513.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -634527.562500 Penalty: 4011.926758
	Iteration 40F: 3 clusters Score -634527.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -634542.437500 Penalty: 4011.926758
	Iteration 41Q: 3 clusters Score -634542.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -634550.687500 Penalty: 4011.926758
	Iteration 42Q: 3 clusters Score -634550.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -634561.000000 Penalty: 4011.926758
	Iteration 43Q: 3 clusters Score -634561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -634566.562500 Penalty: 4011.926758
	Iteration 44Q: 3 clusters Score -634566.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -634574.000000 Penalty: 4011.926758
	Iteration 45Q: 3 clusters Score -634574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -634580.250000 Penalty: 4011.926758
	Iteration 46Q: 3 clusters Score -634580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -634586.625000 Penalty: 4011.926758
	Iteration 47Q: 3 clusters Score -634586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -634591.812500 Penalty: 4011.926758
	Iteration 48Q: 3 clusters Score -634591.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -634594.750000 Penalty: 4011.926758
	Iteration 49Q: 3 clusters Score -634594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -634596.625000 Penalty: 4011.926758
	Iteration 50Q: 3 clusters Score -634596.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -634598.937500 Penalty: 4011.926758
	Iteration 51Q: 3 clusters Score -634598.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -634602.062500 Penalty: 4011.926758
	Iteration 52Q: 3 clusters Score -634602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -634603.125000 Penalty: 4011.926758
	Iteration 53Q: 3 clusters Score -634603.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -634603.125000 Penalty: 4011.926758
	Iteration 54F: 3 clusters Score -634603.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Entering Unmasked Estep 
Score: -408051.187500 Penalty: 1912.907837
	Iteration 0F: 2 clusters Score -408051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -405261.500000 Penalty: 3825.815674
	Iteration 0F: 3 clusters Score -405261.5 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -405854.062500 Penalty: 3825.815674
	Iteration 1F: 3 clusters Score -405854.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -406064.968750 Penalty: 3825.815674
	Iteration 2F: 3 clusters Score -406065 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -406241.625000 Penalty: 3825.815674
	Iteration 3F: 3 clusters Score -406241.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -406370.187500 Penalty: 3825.815674
	Iteration 4F: 3 clusters Score -406370.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -406504.187500 Penalty: 3825.815674
	Iteration 5F: 3 clusters Score -406504.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -406619.093750 Penalty: 3825.815674
	Iteration 6Q: 3 clusters Score -406619.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -406719.218750 Penalty: 3825.815674
	Iteration 7Q: 3 clusters Score -406719.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -406800.500000 Penalty: 3825.815674
	Iteration 8Q: 3 clusters Score -406800.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -406874.375000 Penalty: 3825.815674
	Iteration 9Q: 3 clusters Score -406874.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -406946.375000 Penalty: 3825.815674
	Iteration 10Q: 3 clusters Score -406946.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -406998.750000 Penalty: 3825.815674
	Iteration 11Q: 3 clusters Score -406998.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -407049.531250 Penalty: 3825.815674
	Iteration 12Q: 3 clusters Score -407049.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -407084.562500 Penalty: 3825.815674
	Iteration 13Q: 3 clusters Score -407084.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -407109.875000 Penalty: 3825.815674
	Iteration 14Q: 3 clusters Score -407109.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -407123.218750 Penalty: 3825.815674
	Iteration 15Q: 3 clusters Score -407123.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -407134.750000 Penalty: 3825.815674
	Iteration 16Q: 3 clusters Score -407134.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -407142.031250 Penalty: 3825.815674
	Iteration 17Q: 3 clusters Score -407142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -407144.156250 Penalty: 3825.815674
	Iteration 18Q: 3 clusters Score -407144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -407147.031250 Penalty: 3825.815674
	Iteration 19Q: 3 clusters Score -407147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -407148.562500 Penalty: 3825.815674
	Iteration 20F: 3 clusters Score -407148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -407150.875000 Penalty: 3825.815674
	Iteration 21Q: 3 clusters Score -407150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -407153.406250 Penalty: 3825.815674
	Iteration 22Q: 3 clusters Score -407153.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -407153.218750 Penalty: 3825.815674
	Iteration 23Q: 3 clusters Score -407153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -407154.125000 Penalty: 3825.815674
	Iteration 24Q: 3 clusters Score -407154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -407154.125000 Penalty: 3825.815674
	Iteration 25F: 3 clusters Score -407154.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -156621.750000 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -156621.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -154830.125000 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -154830.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -155324.015625 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -155324 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -155638.656250 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -155638.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -155893.171875 Penalty: 3401.848145
	Iteration 3F: 3 clusters Score -155893.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -156081.796875 Penalty: 3401.848145
	Iteration 4F: 3 clusters Score -156081.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -156214.515625 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -156214.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -156310.562500 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -156310.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -156357.296875 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -156357.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -156373.218750 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -156373.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -156383.562500 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -156383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -156384.718750 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -156384.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -156388.484375 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -156388.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -156388.484375 Penalty: 3401.848145
	Iteration 12F: 3 clusters Score -156388.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -134291.968750 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -134292 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 404 members 
Entering Unmasked Estep 
Score: -132549.968750 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -132550 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -132840.500000 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -132840.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -132959.000000 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -132959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -133032.421875 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -133032.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -133079.218750 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -133079.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -133104.250000 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -133104.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -133130.843750 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -133130.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -133163.765625 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -133163.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -133200.250000 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -133200.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -133244.046875 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -133244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -133319.375000 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -133319.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -133448.921875 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -133448.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -133755.250000 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -133755.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -133881.343750 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -133881.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -134019.375000 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -134019.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -134130.656250 Penalty: 3276.898682
	Iteration 15Q: 3 clusters Score -134130.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -134197.718750 Penalty: 3276.898682
	Iteration 16Q: 3 clusters Score -134197.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -134261.187500 Penalty: 3276.898682
	Iteration 17Q: 3 clusters Score -134261.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -134284.218750 Penalty: 3276.898682
	Iteration 18Q: 3 clusters Score -134284.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -134294.968750 Penalty: 3276.898682
	Iteration 19Q: 3 clusters Score -134295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -134302.062500 Penalty: 3276.898682
	Iteration 20F: 3 clusters Score -134302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -134308.515625 Penalty: 3276.898682
	Iteration 21Q: 3 clusters Score -134308.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -134308.515625 Penalty: 3276.898682
	Iteration 22F: 3 clusters Score -134308.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 9619 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 29461 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15610 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7855 members 
Mstep: Class 19 contains 38785 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8433 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14367 members 
Mstep: Class 31 contains 2020 members 
Mstep: Class 32 contains 19463 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 3257 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 439 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 22856 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15632 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26392 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15910 members 
Mstep: Class 53 contains 2362 members 
Mstep: Class 54 contains 34142 members 
Mstep: Class 55 contains 30213 members 
Mstep: Class 56 contains 32931 members 
Mstep: Class 57 contains 38337 members 
Entering Unmasked Estep 
Score: -84245184.000000 Penalty: 183523.656250
Splitting cluster 38 changes total score from -84246792.000000 to -84245184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -339016.531250 Penalty: 1882.155273
	Iteration 0F: 2 clusters Score -339016.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -336442.875000 Penalty: 3764.310547
	Iteration 0F: 3 clusters Score -336442.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -337145.031250 Penalty: 3764.310547
	Iteration 1F: 3 clusters Score -337145 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -337545.750000 Penalty: 3764.310547
	Iteration 2F: 3 clusters Score -337545.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -338060.687500 Penalty: 3764.310547
	Iteration 3F: 3 clusters Score -338060.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -338648.187500 Penalty: 3764.310547
	Iteration 4F: 3 clusters Score -338648.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -339208.437500 Penalty: 3764.310547
	Iteration 5F: 3 clusters Score -339208.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -339525.156250 Penalty: 3764.310547
	Iteration 6F: 3 clusters Score -339525.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -339623.531250 Penalty: 3764.310547
	Iteration 7Q: 3 clusters Score -339623.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -339676.875000 Penalty: 3764.310547
	Iteration 8Q: 3 clusters Score -339676.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -339730.843750 Penalty: 3764.310547
	Iteration 9Q: 3 clusters Score -339730.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -339762.937500 Penalty: 3764.310547
	Iteration 10Q: 3 clusters Score -339762.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -339784.500000 Penalty: 3764.310547
	Iteration 11Q: 3 clusters Score -339784.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -339798.406250 Penalty: 3764.310547
	Iteration 12Q: 3 clusters Score -339798.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -339807.375000 Penalty: 3764.310547
	Iteration 13Q: 3 clusters Score -339807.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -339818.093750 Penalty: 3764.310547
	Iteration 14Q: 3 clusters Score -339818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -339820.031250 Penalty: 3764.310547
	Iteration 15Q: 3 clusters Score -339820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -339823.781250 Penalty: 3764.310547
	Iteration 16Q: 3 clusters Score -339823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -339824.281250 Penalty: 3764.310547
	Iteration 17Q: 3 clusters Score -339824.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -339825.625000 Penalty: 3764.310547
	Iteration 18F: 3 clusters Score -339825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -339827.375000 Penalty: 3764.310547
	Iteration 19Q: 3 clusters Score -339827.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -339830.343750 Penalty: 3764.310547
	Iteration 20F: 3 clusters Score -339830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -339831.718750 Penalty: 3764.310547
	Iteration 21Q: 3 clusters Score -339831.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -339833.906250 Penalty: 3764.310547
	Iteration 22Q: 3 clusters Score -339833.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -339837.781250 Penalty: 3764.310547
	Iteration 23Q: 3 clusters Score -339837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -339839.281250 Penalty: 3764.310547
	Iteration 24Q: 3 clusters Score -339839.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -339839.281250 Penalty: 3764.310547
	Iteration 25F: 3 clusters Score -339839.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 9619 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 29461 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15610 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7855 members 
Mstep: Class 19 contains 38785 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8433 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14367 members 
Mstep: Class 31 contains 2020 members 
Mstep: Class 32 contains 19463 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 3257 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1179 members 
Mstep: Class 40 contains 22856 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15632 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26392 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15910 members 
Mstep: Class 53 contains 2362 members 
Mstep: Class 54 contains 34142 members 
Mstep: Class 55 contains 30213 members 
Mstep: Class 56 contains 32931 members 
Mstep: Class 57 contains 38337 members 
Entering Unmasked Estep 
Score: -84246224.000000 Penalty: 183523.656250
Splitting cluster 39 changes total score from -84246792.000000 to -84246224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (22856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Entering Unmasked Estep 
Score: -4504030.000000 Penalty: 2489.168457
	Iteration 0F: 2 clusters Score -4504030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -4488465.500000 Penalty: 4978.336914
	Iteration 0F: 3 clusters Score -4488466 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -4493781.000000 Penalty: 4978.336914
	Iteration 1F: 3 clusters Score -4493781 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4494158.000000 Penalty: 4978.336914
	Iteration 2Q: 3 clusters Score -4494158 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -4494471.500000 Penalty: 4978.336914
	Iteration 3Q: 3 clusters Score -4494472 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4494770.000000 Penalty: 4978.336914
	Iteration 4Q: 3 clusters Score -4494770 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -4495157.000000 Penalty: 4978.336914
	Iteration 5Q: 3 clusters Score -4495157 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -4495586.500000 Penalty: 4978.336914
	Iteration 6Q: 3 clusters Score -4495586 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -4496130.000000 Penalty: 4978.336914
	Iteration 7Q: 3 clusters Score -4496130 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -4496814.000000 Penalty: 4978.336914
	Iteration 8F: 3 clusters Score -4496814 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -4497624.000000 Penalty: 4978.336914
	Iteration 9F: 3 clusters Score -4497624 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4498492.500000 Penalty: 4978.336914
	Iteration 10F: 3 clusters Score -4498492 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -4499369.000000 Penalty: 4978.336914
	Iteration 11F: 3 clusters Score -4499369 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4500099.000000 Penalty: 4978.336914
	Iteration 12Q: 3 clusters Score -4500099 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4500633.000000 Penalty: 4978.336914
	Iteration 13Q: 3 clusters Score -4500633 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4501037.000000 Penalty: 4978.336914
	Iteration 14Q: 3 clusters Score -4501037 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4501351.000000 Penalty: 4978.336914
	Iteration 15Q: 3 clusters Score -4501351 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4501536.000000 Penalty: 4978.336914
	Iteration 16Q: 3 clusters Score -4501536 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4501672.500000 Penalty: 4978.336914
	Iteration 17Q: 3 clusters Score -4501672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4501761.000000 Penalty: 4978.336914
	Iteration 18Q: 3 clusters Score -4501761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4501799.000000 Penalty: 4978.336914
	Iteration 19Q: 3 clusters Score -4501799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4501809.500000 Penalty: 4978.336914
	Iteration 20F: 3 clusters Score -4501810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4501829.000000 Penalty: 4978.336914
	Iteration 21Q: 3 clusters Score -4501829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4501845.000000 Penalty: 4978.336914
	Iteration 22Q: 3 clusters Score -4501845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4501853.000000 Penalty: 4978.336914
	Iteration 23Q: 3 clusters Score -4501853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4501865.000000 Penalty: 4978.336914
	Iteration 24Q: 3 clusters Score -4501865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4501872.000000 Penalty: 4978.336914
	Iteration 25Q: 3 clusters Score -4501872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4501888.500000 Penalty: 4978.336914
	Iteration 26Q: 3 clusters Score -4501888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4501898.500000 Penalty: 4978.336914
	Iteration 27Q: 3 clusters Score -4501898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4501900.500000 Penalty: 4978.336914
	Iteration 28Q: 3 clusters Score -4501900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4501904.000000 Penalty: 4978.336914
	Iteration 29Q: 3 clusters Score -4501904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4501906.500000 Penalty: 4978.336914
	Iteration 30Q: 3 clusters Score -4501906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4501915.500000 Penalty: 4978.336914
	Iteration 31Q: 3 clusters Score -4501916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4501914.500000 Penalty: 4978.336914
	Iteration 32Q: 3 clusters Score -4501914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4501914.500000 Penalty: 4978.336914
	Iteration 33F: 3 clusters Score -4501914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -25634.503906 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -25634.5 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: -24646.697266 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -24646.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24772.085938 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -24772.09 nChanged 15
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: -24846.974609 Penalty: 2710.060547
	Iteration 2F: 3 clusters Score -24846.97 nChanged 16
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: -24915.939453 Penalty: 2710.060547
	Iteration 3F: 3 clusters Score -24915.94 nChanged 9
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: -24975.697266 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -24975.7 nChanged 3
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: -25039.138672 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -25039.14 nChanged 1
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: -25058.824219 Penalty: 2710.060547
	Iteration 6Q: 3 clusters Score -25058.82 nChanged 0
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: -25058.824219 Penalty: 2710.060547
	Iteration 7F: 3 clusters Score -25058.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -65033.003906 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -65033 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 244 members 
Entering Unmasked Estep 
Score: -63573.796875 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -63573.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63746.082031 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -63746.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63859.785156 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -63859.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63887.980469 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -63887.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63899.410156 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -63899.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63909.167969 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -63909.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63912.425781 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -63912.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63917.421875 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -63917.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63918.761719 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -63918.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63918.761719 Penalty: 3032.386475
	Iteration 9F: 3 clusters Score -63918.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Entering Unmasked Estep 
Score: -3348975.500000 Penalty: 2394.954590
	Iteration 0F: 2 clusters Score -3348976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3338395.500000 Penalty: 4789.909180
	Iteration 0F: 3 clusters Score -3338396 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3341993.500000 Penalty: 4789.909180
	Iteration 1F: 3 clusters Score -3341994 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -3342344.250000 Penalty: 4789.909180
	Iteration 2F: 3 clusters Score -3342344 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3342598.750000 Penalty: 4789.909180
	Iteration 3Q: 3 clusters Score -3342599 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3342804.500000 Penalty: 4789.909180
	Iteration 4Q: 3 clusters Score -3342804 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3342992.000000 Penalty: 4789.909180
	Iteration 5Q: 3 clusters Score -3342992 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3343206.250000 Penalty: 4789.909180
	Iteration 6Q: 3 clusters Score -3343206 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3343457.000000 Penalty: 4789.909180
	Iteration 7Q: 3 clusters Score -3343457 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3343788.250000 Penalty: 4789.909180
	Iteration 8Q: 3 clusters Score -3343788 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -3344184.250000 Penalty: 4789.909180
	Iteration 9Q: 3 clusters Score -3344184 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -3344723.500000 Penalty: 4789.909180
	Iteration 10F: 3 clusters Score -3344724 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3345362.500000 Penalty: 4789.909180
	Iteration 11F: 3 clusters Score -3345362 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3345938.500000 Penalty: 4789.909180
	Iteration 12F: 3 clusters Score -3345938 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3346387.000000 Penalty: 4789.909180
	Iteration 13Q: 3 clusters Score -3346387 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3346701.500000 Penalty: 4789.909180
	Iteration 14Q: 3 clusters Score -3346702 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3346947.250000 Penalty: 4789.909180
	Iteration 15Q: 3 clusters Score -3346947 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3347131.000000 Penalty: 4789.909180
	Iteration 16Q: 3 clusters Score -3347131 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3347296.500000 Penalty: 4789.909180
	Iteration 17Q: 3 clusters Score -3347296 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3347416.750000 Penalty: 4789.909180
	Iteration 18Q: 3 clusters Score -3347417 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3347483.250000 Penalty: 4789.909180
	Iteration 19Q: 3 clusters Score -3347483 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3347519.500000 Penalty: 4789.909180
	Iteration 20F: 3 clusters Score -3347520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3347540.000000 Penalty: 4789.909180
	Iteration 21Q: 3 clusters Score -3347540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3347553.250000 Penalty: 4789.909180
	Iteration 22Q: 3 clusters Score -3347553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3347564.250000 Penalty: 4789.909180
	Iteration 23Q: 3 clusters Score -3347564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3347573.750000 Penalty: 4789.909180
	Iteration 24Q: 3 clusters Score -3347574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3347580.000000 Penalty: 4789.909180
	Iteration 25Q: 3 clusters Score -3347580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3347585.500000 Penalty: 4789.909180
	Iteration 26Q: 3 clusters Score -3347586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3347585.750000 Penalty: 4789.909180
	Iteration 27Q: 3 clusters Score -3347586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3347584.500000 Penalty: 4789.909180
	Iteration 28Q: 3 clusters Score -3347584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3347588.000000 Penalty: 4789.909180
	Iteration 29Q: 3 clusters Score -3347588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3347587.500000 Penalty: 4789.909180
	Iteration 30Q: 3 clusters Score -3347588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3347585.250000 Penalty: 4789.909180
	Iteration 31Q: 3 clusters Score -3347585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3347588.250000 Penalty: 4789.909180
	Iteration 32Q: 3 clusters Score -3347588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3347586.500000 Penalty: 4789.909180
	Iteration 33Q: 3 clusters Score -3347586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3347586.500000 Penalty: 4789.909180
	Iteration 34Q: 3 clusters Score -3347586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3347586.750000 Penalty: 4789.909180
	Iteration 35Q: 3 clusters Score -3347587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3347586.750000 Penalty: 4789.909180
	Iteration 36F: 3 clusters Score -3347587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -169845.593750 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -169845.6 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 487 members 
Entering Unmasked Estep 
Score: -167977.156250 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -167977.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -168311.203125 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -168311.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -168428.765625 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -168428.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -168513.171875 Penalty: 3402.368896
	Iteration 3Q: 3 clusters Score -168513.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -168584.281250 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -168584.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -168669.578125 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -168669.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -168714.843750 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -168714.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -168741.640625 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -168741.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -168764.812500 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -168764.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -168783.703125 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -168783.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -168809.843750 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -168809.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -168829.390625 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -168829.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -168843.375000 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -168843.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -168857.937500 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -168857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -168866.640625 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -168866.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -168875.234375 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -168875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -168881.343750 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -168881.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -168883.703125 Penalty: 3402.368896
	Iteration 17Q: 3 clusters Score -168883.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -168886.062500 Penalty: 3402.368896
	Iteration 18Q: 3 clusters Score -168886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -168886.062500 Penalty: 3402.368896
	Iteration 19F: 3 clusters Score -168886.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -38183.195312 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -38183.2 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 136 members 
Entering Unmasked Estep 
Score: -37132.546875 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -37132.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37372.894531 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -37372.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37526.656250 Penalty: 2780.477783
	Iteration 2F: 3 clusters Score -37526.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37596.429688 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -37596.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37611.296875 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -37611.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37612.679688 Penalty: 2780.477783
	Iteration 5Q: 3 clusters Score -37612.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37612.679688 Penalty: 2780.477783
	Iteration 6F: 3 clusters Score -37612.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -82879.351562 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -82879.35 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 263 members 
Entering Unmasked Estep 
Score: -81409.867188 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -81409.87 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -81726.187500 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -81726.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81972.687500 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -81972.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -82086.242188 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -82086.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82206.156250 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -82206.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -82285.343750 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -82285.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82305.359375 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -82305.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -82317.898438 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -82317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -82334.023438 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -82334.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -82341.414062 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -82341.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82355.601562 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -82355.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82360.484375 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -82360.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82365.687500 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -82365.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82365.687500 Penalty: 3126.099121
	Iteration 13F: 3 clusters Score -82365.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -96275.312500 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -96275.31 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 253 members 
Entering Unmasked Estep 
Score: -94769.554688 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -94769.55 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -94989.000000 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -94989 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -95099.734375 Penalty: 3105.699951
	Iteration 2F: 3 clusters Score -95099.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -95144.507812 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -95144.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -95192.515625 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -95192.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -95221.984375 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -95221.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95247.656250 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -95247.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -95265.562500 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -95265.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95280.500000 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -95280.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95286.039062 Penalty: 3105.699951
	Iteration 9Q: 3 clusters Score -95286.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95287.765625 Penalty: 3105.699951
	Iteration 10Q: 3 clusters Score -95287.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95289.695312 Penalty: 3105.699951
	Iteration 11Q: 3 clusters Score -95289.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95289.695312 Penalty: 3105.699951
	Iteration 12F: 3 clusters Score -95289.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -470823.687500 Penalty: 1933.626343
	Iteration 0F: 2 clusters Score -470823.7 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 1220 members 
Entering Unmasked Estep 
Score: -467962.437500 Penalty: 3867.252686
	Iteration 0F: 3 clusters Score -467962.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -468496.125000 Penalty: 3867.252686
	Iteration 1F: 3 clusters Score -468496.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -468612.062500 Penalty: 3867.252686
	Iteration 2F: 3 clusters Score -468612.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -468697.468750 Penalty: 3867.252686
	Iteration 3Q: 3 clusters Score -468697.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -468752.968750 Penalty: 3867.252686
	Iteration 4Q: 3 clusters Score -468753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -468806.031250 Penalty: 3867.252686
	Iteration 5Q: 3 clusters Score -468806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -468849.062500 Penalty: 3867.252686
	Iteration 6Q: 3 clusters Score -468849.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -468892.531250 Penalty: 3867.252686
	Iteration 7Q: 3 clusters Score -468892.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -468923.406250 Penalty: 3867.252686
	Iteration 8Q: 3 clusters Score -468923.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -468948.156250 Penalty: 3867.252686
	Iteration 9Q: 3 clusters Score -468948.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -468968.437500 Penalty: 3867.252686
	Iteration 10Q: 3 clusters Score -468968.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -468984.187500 Penalty: 3867.252686
	Iteration 11Q: 3 clusters Score -468984.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -469001.218750 Penalty: 3867.252686
	Iteration 12Q: 3 clusters Score -469001.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -469015.500000 Penalty: 3867.252686
	Iteration 13Q: 3 clusters Score -469015.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -469033.281250 Penalty: 3867.252686
	Iteration 14Q: 3 clusters Score -469033.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -469057.875000 Penalty: 3867.252686
	Iteration 15Q: 3 clusters Score -469057.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -469073.781250 Penalty: 3867.252686
	Iteration 16Q: 3 clusters Score -469073.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -469083.968750 Penalty: 3867.252686
	Iteration 17Q: 3 clusters Score -469084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -469095.062500 Penalty: 3867.252686
	Iteration 18Q: 3 clusters Score -469095.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -469108.187500 Penalty: 3867.252686
	Iteration 19Q: 3 clusters Score -469108.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -469122.781250 Penalty: 3867.252686
	Iteration 20F: 3 clusters Score -469122.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -469137.468750 Penalty: 3867.252686
	Iteration 21Q: 3 clusters Score -469137.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -469151.031250 Penalty: 3867.252686
	Iteration 22Q: 3 clusters Score -469151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -469159.750000 Penalty: 3867.252686
	Iteration 23Q: 3 clusters Score -469159.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -469172.343750 Penalty: 3867.252686
	Iteration 24Q: 3 clusters Score -469172.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -469187.000000 Penalty: 3867.252686
	Iteration 25Q: 3 clusters Score -469187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -469197.843750 Penalty: 3867.252686
	Iteration 26Q: 3 clusters Score -469197.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -469208.906250 Penalty: 3867.252686
	Iteration 27Q: 3 clusters Score -469208.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -469219.593750 Penalty: 3867.252686
	Iteration 28Q: 3 clusters Score -469219.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -469227.312500 Penalty: 3867.252686
	Iteration 29Q: 3 clusters Score -469227.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -469233.500000 Penalty: 3867.252686
	Iteration 30Q: 3 clusters Score -469233.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -469239.656250 Penalty: 3867.252686
	Iteration 31Q: 3 clusters Score -469239.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -469244.937500 Penalty: 3867.252686
	Iteration 32Q: 3 clusters Score -469244.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -469248.406250 Penalty: 3867.252686
	Iteration 33Q: 3 clusters Score -469248.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -469254.000000 Penalty: 3867.252686
	Iteration 34Q: 3 clusters Score -469254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -469256.781250 Penalty: 3867.252686
	Iteration 35Q: 3 clusters Score -469256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -469260.593750 Penalty: 3867.252686
	Iteration 36Q: 3 clusters Score -469260.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -469267.843750 Penalty: 3867.252686
	Iteration 37Q: 3 clusters Score -469267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -469272.250000 Penalty: 3867.252686
	Iteration 38Q: 3 clusters Score -469272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -469276.687500 Penalty: 3867.252686
	Iteration 39Q: 3 clusters Score -469276.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -469279.968750 Penalty: 3867.252686
	Iteration 40F: 3 clusters Score -469280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -469283.843750 Penalty: 3867.252686
	Iteration 41Q: 3 clusters Score -469283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -469287.812500 Penalty: 3867.252686
	Iteration 42Q: 3 clusters Score -469287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -469288.218750 Penalty: 3867.252686
	Iteration 43Q: 3 clusters Score -469288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -469292.000000 Penalty: 3867.252686
	Iteration 44Q: 3 clusters Score -469292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -469298.687500 Penalty: 3867.252686
	Iteration 45Q: 3 clusters Score -469298.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -469305.687500 Penalty: 3867.252686
	Iteration 46Q: 3 clusters Score -469305.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -469312.093750 Penalty: 3867.252686
	Iteration 47Q: 3 clusters Score -469312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -469316.156250 Penalty: 3867.252686
	Iteration 48Q: 3 clusters Score -469316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -469320.437500 Penalty: 3867.252686
	Iteration 49Q: 3 clusters Score -469320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -469325.343750 Penalty: 3867.252686
	Iteration 50Q: 3 clusters Score -469325.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -469330.375000 Penalty: 3867.252686
	Iteration 51Q: 3 clusters Score -469330.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -469332.437500 Penalty: 3867.252686
	Iteration 52Q: 3 clusters Score -469332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -469333.593750 Penalty: 3867.252686
	Iteration 53Q: 3 clusters Score -469333.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -469335.687500 Penalty: 3867.252686
	Iteration 54Q: 3 clusters Score -469335.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -469340.312500 Penalty: 3867.252686
	Iteration 55Q: 3 clusters Score -469340.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -469345.281250 Penalty: 3867.252686
	Iteration 56Q: 3 clusters Score -469345.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -469350.562500 Penalty: 3867.252686
	Iteration 57Q: 3 clusters Score -469350.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -469354.000000 Penalty: 3867.252686
	Iteration 58Q: 3 clusters Score -469354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -469357.187500 Penalty: 3867.252686
	Iteration 59Q: 3 clusters Score -469357.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -469358.125000 Penalty: 3867.252686
	Iteration 60F: 3 clusters Score -469358.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -469360.156250 Penalty: 3867.252686
	Iteration 61Q: 3 clusters Score -469360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -469362.875000 Penalty: 3867.252686
	Iteration 62Q: 3 clusters Score -469362.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -469364.468750 Penalty: 3867.252686
	Iteration 63Q: 3 clusters Score -469364.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -469365.750000 Penalty: 3867.252686
	Iteration 64Q: 3 clusters Score -469365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -469371.156250 Penalty: 3867.252686
	Iteration 65Q: 3 clusters Score -469371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -469375.781250 Penalty: 3867.252686
	Iteration 66Q: 3 clusters Score -469375.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -469381.187500 Penalty: 3867.252686
	Iteration 67Q: 3 clusters Score -469381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -469382.250000 Penalty: 3867.252686
	Iteration 68Q: 3 clusters Score -469382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -469386.312500 Penalty: 3867.252686
	Iteration 69Q: 3 clusters Score -469386.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -469390.593750 Penalty: 3867.252686
	Iteration 70Q: 3 clusters Score -469390.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -469394.812500 Penalty: 3867.252686
	Iteration 71Q: 3 clusters Score -469394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -469397.218750 Penalty: 3867.252686
	Iteration 72Q: 3 clusters Score -469397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -469400.468750 Penalty: 3867.252686
	Iteration 73Q: 3 clusters Score -469400.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -469401.406250 Penalty: 3867.252686
	Iteration 74Q: 3 clusters Score -469401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -469401.406250 Penalty: 3867.252686
	Iteration 75F: 3 clusters Score -469401.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (26392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Entering Unmasked Estep 
Score: -5134302.000000 Penalty: 2524.842529
	Iteration 0F: 2 clusters Score -5134302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -5116208.000000 Penalty: 5049.685059
	Iteration 0F: 3 clusters Score -5116208 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -5122414.500000 Penalty: 5049.685059
	Iteration 1F: 3 clusters Score -5122414 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -5122823.000000 Penalty: 5049.685059
	Iteration 2Q: 3 clusters Score -5122823 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -5123105.500000 Penalty: 5049.685059
	Iteration 3Q: 3 clusters Score -5123106 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -5123372.000000 Penalty: 5049.685059
	Iteration 4Q: 3 clusters Score -5123372 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -5123618.000000 Penalty: 5049.685059
	Iteration 5Q: 3 clusters Score -5123618 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -5123812.000000 Penalty: 5049.685059
	Iteration 6Q: 3 clusters Score -5123812 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -5123961.500000 Penalty: 5049.685059
	Iteration 7Q: 3 clusters Score -5123962 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -5124158.000000 Penalty: 5049.685059
	Iteration 8Q: 3 clusters Score -5124158 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -5124364.500000 Penalty: 5049.685059
	Iteration 9Q: 3 clusters Score -5124364 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -5124586.500000 Penalty: 5049.685059
	Iteration 10Q: 3 clusters Score -5124586 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -5124876.000000 Penalty: 5049.685059
	Iteration 11Q: 3 clusters Score -5124876 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -5125203.000000 Penalty: 5049.685059
	Iteration 12Q: 3 clusters Score -5125203 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -5125705.000000 Penalty: 5049.685059
	Iteration 13Q: 3 clusters Score -5125705 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -5126308.000000 Penalty: 5049.685059
	Iteration 14Q: 3 clusters Score -5126308 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -5126895.000000 Penalty: 5049.685059
	Iteration 15Q: 3 clusters Score -5126895 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -5127334.000000 Penalty: 5049.685059
	Iteration 16Q: 3 clusters Score -5127334 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -5127545.000000 Penalty: 5049.685059
	Iteration 17Q: 3 clusters Score -5127545 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -5127634.500000 Penalty: 5049.685059
	Iteration 18Q: 3 clusters Score -5127634 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -5127705.000000 Penalty: 5049.685059
	Iteration 19Q: 3 clusters Score -5127705 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -5127756.000000 Penalty: 5049.685059
	Iteration 20F: 3 clusters Score -5127756 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -5127776.000000 Penalty: 5049.685059
	Iteration 21Q: 3 clusters Score -5127776 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -5127806.500000 Penalty: 5049.685059
	Iteration 22Q: 3 clusters Score -5127806 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -5127821.500000 Penalty: 5049.685059
	Iteration 23Q: 3 clusters Score -5127822 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -5127855.000000 Penalty: 5049.685059
	Iteration 24Q: 3 clusters Score -5127855 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -5127873.500000 Penalty: 5049.685059
	Iteration 25Q: 3 clusters Score -5127874 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -5127905.000000 Penalty: 5049.685059
	Iteration 26Q: 3 clusters Score -5127905 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -5127920.500000 Penalty: 5049.685059
	Iteration 27Q: 3 clusters Score -5127920 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -5127958.500000 Penalty: 5049.685059
	Iteration 28Q: 3 clusters Score -5127958 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -5127973.000000 Penalty: 5049.685059
	Iteration 29Q: 3 clusters Score -5127973 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -5127989.500000 Penalty: 5049.685059
	Iteration 30Q: 3 clusters Score -5127990 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -5128002.000000 Penalty: 5049.685059
	Iteration 31Q: 3 clusters Score -5128002 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -5128008.000000 Penalty: 5049.685059
	Iteration 32Q: 3 clusters Score -5128008 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -5128035.500000 Penalty: 5049.685059
	Iteration 33Q: 3 clusters Score -5128036 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -5128075.000000 Penalty: 5049.685059
	Iteration 34Q: 3 clusters Score -5128075 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -5128081.000000 Penalty: 5049.685059
	Iteration 35Q: 3 clusters Score -5128081 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -5128095.500000 Penalty: 5049.685059
	Iteration 36Q: 3 clusters Score -5128096 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -5128138.500000 Penalty: 5049.685059
	Iteration 37Q: 3 clusters Score -5128138 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -5128188.000000 Penalty: 5049.685059
	Iteration 38Q: 3 clusters Score -5128188 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -5128227.000000 Penalty: 5049.685059
	Iteration 39Q: 3 clusters Score -5128227 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -5128272.500000 Penalty: 5049.685059
	Iteration 40F: 3 clusters Score -5128272 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -5128316.500000 Penalty: 5049.685059
	Iteration 41Q: 3 clusters Score -5128316 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -5128355.500000 Penalty: 5049.685059
	Iteration 42Q: 3 clusters Score -5128356 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5128406.000000 Penalty: 5049.685059
	Iteration 43Q: 3 clusters Score -5128406 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -5128456.000000 Penalty: 5049.685059
	Iteration 44Q: 3 clusters Score -5128456 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -5128540.500000 Penalty: 5049.685059
	Iteration 45Q: 3 clusters Score -5128540 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -5128665.500000 Penalty: 5049.685059
	Iteration 46Q: 3 clusters Score -5128666 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -5128821.000000 Penalty: 5049.685059
	Iteration 47Q: 3 clusters Score -5128821 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -5129008.500000 Penalty: 5049.685059
	Iteration 48Q: 3 clusters Score -5129008 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -5129231.000000 Penalty: 5049.685059
	Iteration 49Q: 3 clusters Score -5129231 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -5129480.000000 Penalty: 5049.685059
	Iteration 50Q: 3 clusters Score -5129480 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -5129741.000000 Penalty: 5049.685059
	Iteration 51Q: 3 clusters Score -5129741 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -5130007.500000 Penalty: 5049.685059
	Iteration 52Q: 3 clusters Score -5130008 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -5130268.500000 Penalty: 5049.685059
	Iteration 53Q: 3 clusters Score -5130268 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -5130559.500000 Penalty: 5049.685059
	Iteration 54Q: 3 clusters Score -5130560 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -5130861.500000 Penalty: 5049.685059
	Iteration 55Q: 3 clusters Score -5130862 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -5131108.000000 Penalty: 5049.685059
	Iteration 56Q: 3 clusters Score -5131108 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -5131350.500000 Penalty: 5049.685059
	Iteration 57Q: 3 clusters Score -5131350 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -5131538.000000 Penalty: 5049.685059
	Iteration 58Q: 3 clusters Score -5131538 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -5131641.500000 Penalty: 5049.685059
	Iteration 59Q: 3 clusters Score -5131642 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -5131801.000000 Penalty: 5049.685059
	Iteration 60F: 3 clusters Score -5131801 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -5131895.500000 Penalty: 5049.685059
	Iteration 61Q: 3 clusters Score -5131896 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -5131953.500000 Penalty: 5049.685059
	Iteration 62Q: 3 clusters Score -5131954 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -5132003.000000 Penalty: 5049.685059
	Iteration 63Q: 3 clusters Score -5132003 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -5132021.000000 Penalty: 5049.685059
	Iteration 64Q: 3 clusters Score -5132021 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -5132033.500000 Penalty: 5049.685059
	Iteration 65Q: 3 clusters Score -5132034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -5132044.000000 Penalty: 5049.685059
	Iteration 66Q: 3 clusters Score -5132044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -5132058.000000 Penalty: 5049.685059
	Iteration 67Q: 3 clusters Score -5132058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -5132048.000000 Penalty: 5049.685059
	Iteration 68Q: 3 clusters Score -5132048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -5132031.500000 Penalty: 5049.685059
	Iteration 69Q: 3 clusters Score -5132032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -5132045.000000 Penalty: 5049.685059
	Iteration 70Q: 3 clusters Score -5132045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -5132047.000000 Penalty: 5049.685059
	Iteration 71Q: 3 clusters Score -5132047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -5132041.500000 Penalty: 5049.685059
	Iteration 72Q: 3 clusters Score -5132042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -5132042.500000 Penalty: 5049.685059
	Iteration 73Q: 3 clusters Score -5132042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -5132046.500000 Penalty: 5049.685059
	Iteration 74Q: 3 clusters Score -5132046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -5132046.500000 Penalty: 5049.685059
	Iteration 75F: 3 clusters Score -5132046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -17186.345703 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -17186.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16493.482422 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -16493.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16773.447266 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -16773.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16808.646484 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -16808.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16820.871094 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -16820.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16825.578125 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -16825.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16825.578125 Penalty: 2677.488770
	Iteration 5F: 3 clusters Score -16825.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -130182.273438 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -130182.3 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 412 members 
Entering Unmasked Estep 
Score: -128487.984375 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -128488 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128957.851562 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -128957.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -129177.242188 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -129177.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -129280.187500 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -129280.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -129323.953125 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -129324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -129355.218750 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -129355.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129394.968750 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -129395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129410.554688 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -129410.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -129449.679688 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -129449.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -129462.750000 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -129462.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -129481.867188 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -129481.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -129497.382812 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -129497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -129504.421875 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -129504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -129520.898438 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -129520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -129538.218750 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -129538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -129540.507812 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -129540.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -129544.375000 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -129544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -129547.687500 Penalty: 3294.673340
	Iteration 17Q: 3 clusters Score -129547.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -129547.687500 Penalty: 3294.673340
	Iteration 18F: 3 clusters Score -129547.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (15910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Entering Unmasked Estep 
Score: -3424839.500000 Penalty: 2399.326416
	Iteration 0F: 2 clusters Score -3424840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3414311.000000 Penalty: 4798.652832
	Iteration 0F: 3 clusters Score -3414311 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3417935.000000 Penalty: 4798.652832
	Iteration 1F: 3 clusters Score -3417935 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -3418238.750000 Penalty: 4798.652832
	Iteration 2F: 3 clusters Score -3418239 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3418491.750000 Penalty: 4798.652832
	Iteration 3Q: 3 clusters Score -3418492 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3418677.750000 Penalty: 4798.652832
	Iteration 4Q: 3 clusters Score -3418678 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3418844.250000 Penalty: 4798.652832
	Iteration 5Q: 3 clusters Score -3418844 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3418993.000000 Penalty: 4798.652832
	Iteration 6Q: 3 clusters Score -3418993 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3419125.750000 Penalty: 4798.652832
	Iteration 7Q: 3 clusters Score -3419126 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3419305.250000 Penalty: 4798.652832
	Iteration 8Q: 3 clusters Score -3419305 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -3419444.750000 Penalty: 4798.652832
	Iteration 9Q: 3 clusters Score -3419445 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3419631.750000 Penalty: 4798.652832
	Iteration 10Q: 3 clusters Score -3419632 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3419810.250000 Penalty: 4798.652832
	Iteration 11Q: 3 clusters Score -3419810 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3420037.000000 Penalty: 4798.652832
	Iteration 12Q: 3 clusters Score -3420037 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -3420450.750000 Penalty: 4798.652832
	Iteration 13Q: 3 clusters Score -3420451 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3420883.500000 Penalty: 4798.652832
	Iteration 14Q: 3 clusters Score -3420884 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3421262.750000 Penalty: 4798.652832
	Iteration 15Q: 3 clusters Score -3421263 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3421647.750000 Penalty: 4798.652832
	Iteration 16Q: 3 clusters Score -3421648 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3421943.500000 Penalty: 4798.652832
	Iteration 17Q: 3 clusters Score -3421944 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3422125.000000 Penalty: 4798.652832
	Iteration 18Q: 3 clusters Score -3422125 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3422264.750000 Penalty: 4798.652832
	Iteration 19Q: 3 clusters Score -3422265 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3422353.250000 Penalty: 4798.652832
	Iteration 20F: 3 clusters Score -3422353 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3422448.500000 Penalty: 4798.652832
	Iteration 21Q: 3 clusters Score -3422448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3422506.500000 Penalty: 4798.652832
	Iteration 22Q: 3 clusters Score -3422506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3422543.250000 Penalty: 4798.652832
	Iteration 23Q: 3 clusters Score -3422543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3422575.750000 Penalty: 4798.652832
	Iteration 24Q: 3 clusters Score -3422576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3422587.000000 Penalty: 4798.652832
	Iteration 25Q: 3 clusters Score -3422587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3422601.250000 Penalty: 4798.652832
	Iteration 26Q: 3 clusters Score -3422601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3422618.000000 Penalty: 4798.652832
	Iteration 27Q: 3 clusters Score -3422618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3422638.500000 Penalty: 4798.652832
	Iteration 28Q: 3 clusters Score -3422638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3422652.000000 Penalty: 4798.652832
	Iteration 29Q: 3 clusters Score -3422652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3422663.250000 Penalty: 4798.652832
	Iteration 30Q: 3 clusters Score -3422663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3422674.500000 Penalty: 4798.652832
	Iteration 31Q: 3 clusters Score -3422674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3422676.500000 Penalty: 4798.652832
	Iteration 32Q: 3 clusters Score -3422676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3422683.500000 Penalty: 4798.652832
	Iteration 33Q: 3 clusters Score -3422684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3422691.500000 Penalty: 4798.652832
	Iteration 34Q: 3 clusters Score -3422692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3422694.750000 Penalty: 4798.652832
	Iteration 35Q: 3 clusters Score -3422695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3422693.500000 Penalty: 4798.652832
	Iteration 36Q: 3 clusters Score -3422694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3422697.250000 Penalty: 4798.652832
	Iteration 37Q: 3 clusters Score -3422697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3422704.750000 Penalty: 4798.652832
	Iteration 38Q: 3 clusters Score -3422705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3422701.750000 Penalty: 4798.652832
	Iteration 39Q: 3 clusters Score -3422702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3422708.750000 Penalty: 4798.652832
	Iteration 40F: 3 clusters Score -3422709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3422707.750000 Penalty: 4798.652832
	Iteration 41Q: 3 clusters Score -3422708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3422704.000000 Penalty: 4798.652832
	Iteration 42Q: 3 clusters Score -3422704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3422705.500000 Penalty: 4798.652832
	Iteration 43Q: 3 clusters Score -3422706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3422708.250000 Penalty: 4798.652832
	Iteration 44Q: 3 clusters Score -3422708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3422716.250000 Penalty: 4798.652832
	Iteration 45Q: 3 clusters Score -3422716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3422714.500000 Penalty: 4798.652832
	Iteration 46Q: 3 clusters Score -3422714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3422718.750000 Penalty: 4798.652832
	Iteration 47Q: 3 clusters Score -3422719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3422714.750000 Penalty: 4798.652832
	Iteration 48Q: 3 clusters Score -3422715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3422714.750000 Penalty: 4798.652832
	Iteration 49F: 3 clusters Score -3422715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -456140.125000 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -456140.1 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 1170 members 
Entering Unmasked Estep 
Score: -453291.156250 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -453291.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -453819.562500 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -453819.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -453956.093750 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -453956.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -454038.375000 Penalty: 3852.562988
	Iteration 3Q: 3 clusters Score -454038.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -454078.406250 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -454078.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -454115.593750 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -454115.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -454145.343750 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -454145.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -454173.125000 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -454173.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -454196.062500 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -454196.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -454216.375000 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -454216.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -454229.593750 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -454229.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -454238.562500 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -454238.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -454250.000000 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -454250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -454256.968750 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -454257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -454261.375000 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -454261.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -454266.500000 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -454266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -454266.968750 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -454267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -454266.968750 Penalty: 3852.562988
	Iteration 17F: 3 clusters Score -454267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (34142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Entering Unmasked Estep 
Score: -6699404.500000 Penalty: 2588.694336
	Iteration 0F: 2 clusters Score -6699404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -6678919.500000 Penalty: 5177.388672
	Iteration 0F: 3 clusters Score -6678920 nChanged 15646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -6687603.500000 Penalty: 5177.388672
	Iteration 1F: 3 clusters Score -6687604 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -6688055.000000 Penalty: 5177.388672
	Iteration 2Q: 3 clusters Score -6688055 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -6688455.000000 Penalty: 5177.388672
	Iteration 3Q: 3 clusters Score -6688455 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -6688937.000000 Penalty: 5177.388672
	Iteration 4Q: 3 clusters Score -6688937 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -6689518.000000 Penalty: 5177.388672
	Iteration 5Q: 3 clusters Score -6689518 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -6690332.000000 Penalty: 5177.388672
	Iteration 6F: 3 clusters Score -6690332 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -6691367.000000 Penalty: 5177.388672
	Iteration 7F: 3 clusters Score -6691367 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -6692921.000000 Penalty: 5177.388672
	Iteration 8F: 3 clusters Score -6692921 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -6694143.500000 Penalty: 5177.388672
	Iteration 9F: 3 clusters Score -6694144 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6695161.000000 Penalty: 5177.388672
	Iteration 10Q: 3 clusters Score -6695161 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6695865.000000 Penalty: 5177.388672
	Iteration 11Q: 3 clusters Score -6695865 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6696364.500000 Penalty: 5177.388672
	Iteration 12Q: 3 clusters Score -6696364 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6696611.500000 Penalty: 5177.388672
	Iteration 13Q: 3 clusters Score -6696612 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6696775.000000 Penalty: 5177.388672
	Iteration 14Q: 3 clusters Score -6696775 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6696898.000000 Penalty: 5177.388672
	Iteration 15Q: 3 clusters Score -6696898 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6696965.500000 Penalty: 5177.388672
	Iteration 16Q: 3 clusters Score -6696966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6696985.000000 Penalty: 5177.388672
	Iteration 17Q: 3 clusters Score -6696985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6697009.500000 Penalty: 5177.388672
	Iteration 18Q: 3 clusters Score -6697010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6697031.500000 Penalty: 5177.388672
	Iteration 19Q: 3 clusters Score -6697032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6697033.500000 Penalty: 5177.388672
	Iteration 20F: 3 clusters Score -6697034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6697034.500000 Penalty: 5177.388672
	Iteration 21Q: 3 clusters Score -6697034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6697040.500000 Penalty: 5177.388672
	Iteration 22Q: 3 clusters Score -6697040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6697049.000000 Penalty: 5177.388672
	Iteration 23Q: 3 clusters Score -6697049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6697049.000000 Penalty: 5177.388672
	Iteration 24Q: 3 clusters Score -6697049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6697050.000000 Penalty: 5177.388672
	Iteration 25Q: 3 clusters Score -6697050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6697055.000000 Penalty: 5177.388672
	Iteration 26Q: 3 clusters Score -6697055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6697066.000000 Penalty: 5177.388672
	Iteration 27Q: 3 clusters Score -6697066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6697070.000000 Penalty: 5177.388672
	Iteration 28Q: 3 clusters Score -6697070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6697072.000000 Penalty: 5177.388672
	Iteration 29Q: 3 clusters Score -6697072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6697072.000000 Penalty: 5177.388672
	Iteration 30F: 3 clusters Score -6697072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (30213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Entering Unmasked Estep 
Score: -5950852.000000 Penalty: 2558.374756
	Iteration 0F: 2 clusters Score -5950852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -5932063.500000 Penalty: 5116.749512
	Iteration 0F: 3 clusters Score -5932064 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -5939348.500000 Penalty: 5116.749512
	Iteration 1F: 3 clusters Score -5939348 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -5939780.000000 Penalty: 5116.749512
	Iteration 2Q: 3 clusters Score -5939780 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5940115.500000 Penalty: 5116.749512
	Iteration 3Q: 3 clusters Score -5940116 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -5940416.000000 Penalty: 5116.749512
	Iteration 4Q: 3 clusters Score -5940416 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -5940676.500000 Penalty: 5116.749512
	Iteration 5Q: 3 clusters Score -5940676 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -5940880.000000 Penalty: 5116.749512
	Iteration 6Q: 3 clusters Score -5940880 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -5941076.500000 Penalty: 5116.749512
	Iteration 7Q: 3 clusters Score -5941076 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -5941330.500000 Penalty: 5116.749512
	Iteration 8Q: 3 clusters Score -5941330 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -5941648.500000 Penalty: 5116.749512
	Iteration 9Q: 3 clusters Score -5941648 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -5942101.000000 Penalty: 5116.749512
	Iteration 10Q: 3 clusters Score -5942101 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -5942722.000000 Penalty: 5116.749512
	Iteration 11Q: 3 clusters Score -5942722 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -5943469.500000 Penalty: 5116.749512
	Iteration 12F: 3 clusters Score -5943470 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -5944487.500000 Penalty: 5116.749512
	Iteration 13F: 3 clusters Score -5944488 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -5945646.500000 Penalty: 5116.749512
	Iteration 14F: 3 clusters Score -5945646 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5946988.000000 Penalty: 5116.749512
	Iteration 15F: 3 clusters Score -5946988 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5947780.000000 Penalty: 5116.749512
	Iteration 16Q: 3 clusters Score -5947780 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5948173.500000 Penalty: 5116.749512
	Iteration 17Q: 3 clusters Score -5948174 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5948440.500000 Penalty: 5116.749512
	Iteration 18Q: 3 clusters Score -5948440 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5948547.000000 Penalty: 5116.749512
	Iteration 19Q: 3 clusters Score -5948547 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5948632.000000 Penalty: 5116.749512
	Iteration 20F: 3 clusters Score -5948632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5948674.500000 Penalty: 5116.749512
	Iteration 21Q: 3 clusters Score -5948674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5948702.500000 Penalty: 5116.749512
	Iteration 22Q: 3 clusters Score -5948702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5948719.500000 Penalty: 5116.749512
	Iteration 23Q: 3 clusters Score -5948720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5948742.000000 Penalty: 5116.749512
	Iteration 24Q: 3 clusters Score -5948742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5948757.500000 Penalty: 5116.749512
	Iteration 25Q: 3 clusters Score -5948758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5948762.500000 Penalty: 5116.749512
	Iteration 26Q: 3 clusters Score -5948762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5948758.500000 Penalty: 5116.749512
	Iteration 27Q: 3 clusters Score -5948758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5948758.500000 Penalty: 5116.749512
	Iteration 28Q: 3 clusters Score -5948758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5948758.500000 Penalty: 5116.749512
	Iteration 29F: 3 clusters Score -5948758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (32931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Entering Unmasked Estep 
Score: -6473089.500000 Penalty: 2579.738281
	Iteration 0F: 2 clusters Score -6473090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -6453751.500000 Penalty: 5159.476562
	Iteration 0F: 3 clusters Score -6453752 nChanged 14992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -6462009.000000 Penalty: 5159.476562
	Iteration 1F: 3 clusters Score -6462009 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -6462436.500000 Penalty: 5159.476562
	Iteration 2Q: 3 clusters Score -6462436 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -6462813.000000 Penalty: 5159.476562
	Iteration 3Q: 3 clusters Score -6462813 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -6463195.500000 Penalty: 5159.476562
	Iteration 4Q: 3 clusters Score -6463196 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -6463616.000000 Penalty: 5159.476562
	Iteration 5Q: 3 clusters Score -6463616 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -6464070.000000 Penalty: 5159.476562
	Iteration 6Q: 3 clusters Score -6464070 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -6464678.500000 Penalty: 5159.476562
	Iteration 7Q: 3 clusters Score -6464678 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -6465567.000000 Penalty: 5159.476562
	Iteration 8Q: 3 clusters Score -6465567 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -6466824.500000 Penalty: 5159.476562
	Iteration 9F: 3 clusters Score -6466824 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -6468250.000000 Penalty: 5159.476562
	Iteration 10F: 3 clusters Score -6468250 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -6469594.500000 Penalty: 5159.476562
	Iteration 11F: 3 clusters Score -6469594 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -6470634.000000 Penalty: 5159.476562
	Iteration 12Q: 3 clusters Score -6470634 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -6471509.000000 Penalty: 5159.476562
	Iteration 13Q: 3 clusters Score -6471509 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -6472197.500000 Penalty: 5159.476562
	Iteration 14Q: 3 clusters Score -6472198 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -6472696.500000 Penalty: 5159.476562
	Iteration 15Q: 3 clusters Score -6472696 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -6473031.500000 Penalty: 5159.476562
	Iteration 16Q: 3 clusters Score -6473032 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -6473238.500000 Penalty: 5159.476562
	Iteration 17Q: 3 clusters Score -6473238 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -6473330.000000 Penalty: 5159.476562
	Iteration 18Q: 3 clusters Score -6473330 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -6473402.000000 Penalty: 5159.476562
	Iteration 19Q: 3 clusters Score -6473402 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -6473427.500000 Penalty: 5159.476562
	Iteration 20F: 3 clusters Score -6473428 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -6473441.500000 Penalty: 5159.476562
	Iteration 21Q: 3 clusters Score -6473442 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -6473452.000000 Penalty: 5159.476562
	Iteration 22Q: 3 clusters Score -6473452 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -6473417.000000 Penalty: 5159.476562
	Iteration 23Q: 3 clusters Score -6473417 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -6473445.000000 Penalty: 5159.476562
	Iteration 24Q: 3 clusters Score -6473445 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -6473406.500000 Penalty: 5159.476562
	Iteration 25Q: 3 clusters Score -6473406 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -6473416.000000 Penalty: 5159.476562
	Iteration 26Q: 3 clusters Score -6473416 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -6473442.000000 Penalty: 5159.476562
	Iteration 27Q: 3 clusters Score -6473442 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -6473435.500000 Penalty: 5159.476562
	Iteration 28Q: 3 clusters Score -6473436 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -6473415.000000 Penalty: 5159.476562
	Iteration 29Q: 3 clusters Score -6473415 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -6473429.000000 Penalty: 5159.476562
	Iteration 30Q: 3 clusters Score -6473429 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -6473418.000000 Penalty: 5159.476562
	Iteration 31Q: 3 clusters Score -6473418 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -6473416.500000 Penalty: 5159.476562
	Iteration 32Q: 3 clusters Score -6473416 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -6473425.000000 Penalty: 5159.476562
	Iteration 33Q: 3 clusters Score -6473425 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -6473438.000000 Penalty: 5159.476562
	Iteration 34Q: 3 clusters Score -6473438 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -6473435.500000 Penalty: 5159.476562
	Iteration 35Q: 3 clusters Score -6473436 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -6473450.500000 Penalty: 5159.476562
	Iteration 36Q: 3 clusters Score -6473450 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -6473430.000000 Penalty: 5159.476562
	Iteration 37Q: 3 clusters Score -6473430 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -6473414.000000 Penalty: 5159.476562
	Iteration 38Q: 3 clusters Score -6473414 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -6473383.500000 Penalty: 5159.476562
	Iteration 39Q: 3 clusters Score -6473384 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -6473364.000000 Penalty: 5159.476562
	Iteration 40F: 3 clusters Score -6473364 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -6473355.000000 Penalty: 5159.476562
	Iteration 41Q: 3 clusters Score -6473355 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -6473320.000000 Penalty: 5159.476562
	Iteration 42Q: 3 clusters Score -6473320 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -6473288.500000 Penalty: 5159.476562
	Iteration 43Q: 3 clusters Score -6473288 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -6473257.500000 Penalty: 5159.476562
	Iteration 44Q: 3 clusters Score -6473258 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -6473201.500000 Penalty: 5159.476562
	Iteration 45Q: 3 clusters Score -6473202 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -6473145.000000 Penalty: 5159.476562
	Iteration 46Q: 3 clusters Score -6473145 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -6473112.500000 Penalty: 5159.476562
	Iteration 47Q: 3 clusters Score -6473112 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -6473016.000000 Penalty: 5159.476562
	Iteration 48Q: 3 clusters Score -6473016 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -6472948.500000 Penalty: 5159.476562
	Iteration 49Q: 3 clusters Score -6472948 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -6472870.000000 Penalty: 5159.476562
	Iteration 50Q: 3 clusters Score -6472870 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -6472768.000000 Penalty: 5159.476562
	Iteration 51Q: 3 clusters Score -6472768 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -6472665.000000 Penalty: 5159.476562
	Iteration 52Q: 3 clusters Score -6472665 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -6472539.000000 Penalty: 5159.476562
	Iteration 53Q: 3 clusters Score -6472539 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -6472341.000000 Penalty: 5159.476562
	Iteration 54Q: 3 clusters Score -6472341 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -6472211.000000 Penalty: 5159.476562
	Iteration 55Q: 3 clusters Score -6472211 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -6472123.000000 Penalty: 5159.476562
	Iteration 56Q: 3 clusters Score -6472123 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -6472087.500000 Penalty: 5159.476562
	Iteration 57Q: 3 clusters Score -6472088 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -6472166.000000 Penalty: 5159.476562
	Iteration 58Q: 3 clusters Score -6472166 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6472200 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -6472215.500000 Penalty: 5159.476562
	Iteration 60F: 3 clusters Score -6472216 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -6472214.500000 Penalty: 5159.476562
	Iteration 61Q: 3 clusters Score -6472214 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -6472242.500000 Penalty: 5159.476562
	Iteration 62Q: 3 clusters Score -6472242 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -6472254.000000 Penalty: 5159.476562
	Iteration 63Q: 3 clusters Score -6472254 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -6472221.000000 Penalty: 5159.476562
	Iteration 64Q: 3 clusters Score -6472221 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -6472215.500000 Penalty: 5159.476562
	Iteration 65Q: 3 clusters Score -6472216 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -6472207.000000 Penalty: 5159.476562
	Iteration 66Q: 3 clusters Score -6472207 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -6472208.500000 Penalty: 5159.476562
	Iteration 67Q: 3 clusters Score -6472208 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -6472199.500000 Penalty: 5159.476562
	Iteration 68Q: 3 clusters Score -6472200 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -6472177.000000 Penalty: 5159.476562
	Iteration 69Q: 3 clusters Score -6472177 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6472188 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6472190 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6472190 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -6472185.500000 Penalty: 5159.476562
	Iteration 73Q: 3 clusters Score -6472186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -6472159.500000 Penalty: 5159.476562
	Iteration 74Q: 3 clusters Score -6472160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -6472158.500000 Penalty: 5159.476562
	Iteration 75Q: 3 clusters Score -6472158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -6472149.000000 Penalty: 5159.476562
	Iteration 76Q: 3 clusters Score -6472149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -6472153.500000 Penalty: 5159.476562
	Iteration 77Q: 3 clusters Score -6472154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -6472151.500000 Penalty: 5159.476562
	Iteration 78Q: 3 clusters Score -6472152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -6472145.500000 Penalty: 5159.476562
	Iteration 79Q: 3 clusters Score -6472146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -6472136.000000 Penalty: 5159.476562
	Iteration 80F: 3 clusters Score -6472136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -6472126.000000 Penalty: 5159.476562
	Iteration 81Q: 3 clusters Score -6472126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -6472097.000000 Penalty: 5159.476562
	Iteration 82Q: 3 clusters Score -6472097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -6472094.500000 Penalty: 5159.476562
	Iteration 83Q: 3 clusters Score -6472094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -6472104.000000 Penalty: 5159.476562
	Iteration 84Q: 3 clusters Score -6472104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -6472101.000000 Penalty: 5159.476562
	Iteration 85Q: 3 clusters Score -6472101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -6472110.500000 Penalty: 5159.476562
	Iteration 86Q: 3 clusters Score -6472110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -6472110.500000 Penalty: 5159.476562
	Iteration 87Q: 3 clusters Score -6472110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -6472106.500000 Penalty: 5159.476562
	Iteration 88Q: 3 clusters Score -6472106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -6472092.000000 Penalty: 5159.476562
	Iteration 89Q: 3 clusters Score -6472092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -6472078.000000 Penalty: 5159.476562
	Iteration 90Q: 3 clusters Score -6472078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -6472079.000000 Penalty: 5159.476562
	Iteration 91Q: 3 clusters Score -6472079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -6472089.500000 Penalty: 5159.476562
	Iteration 92Q: 3 clusters Score -6472090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -6472078.000000 Penalty: 5159.476562
	Iteration 93Q: 3 clusters Score -6472078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -6472066.500000 Penalty: 5159.476562
	Iteration 94Q: 3 clusters Score -6472066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -6472071.000000 Penalty: 5159.476562
	Iteration 95Q: 3 clusters Score -6472071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -6472058.500000 Penalty: 5159.476562
	Iteration 96Q: 3 clusters Score -6472058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -6472043.000000 Penalty: 5159.476562
	Iteration 97Q: 3 clusters Score -6472043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -6472044.500000 Penalty: 5159.476562
	Iteration 98Q: 3 clusters Score -6472044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6472045.500000 Penalty: 5159.476562
	Iteration 99Q: 3 clusters Score -6472046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -6472046.000000 Penalty: 5159.476562
	Iteration 100F: 3 clusters Score -6472046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -6472040.000000 Penalty: 5159.476562
	Iteration 101Q: 3 clusters Score -6472040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -6472029.500000 Penalty: 5159.476562
	Iteration 102Q: 3 clusters Score -6472030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -6472021.000000 Penalty: 5159.476562
	Iteration 103Q: 3 clusters Score -6472021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -6472028.500000 Penalty: 5159.476562
	Iteration 104Q: 3 clusters Score -6472028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -6472023.500000 Penalty: 5159.476562
	Iteration 105Q: 3 clusters Score -6472024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -6472016.500000 Penalty: 5159.476562
	Iteration 106Q: 3 clusters Score -6472016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -6472030.000000 Penalty: 5159.476562
	Iteration 107Q: 3 clusters Score -6472030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -6472014.500000 Penalty: 5159.476562
	Iteration 108Q: 3 clusters Score -6472014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -6472029.000000 Penalty: 5159.476562
	Iteration 109Q: 3 clusters Score -6472029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -6472027.000000 Penalty: 5159.476562
	Iteration 110Q: 3 clusters Score -6472027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -6472032.500000 Penalty: 5159.476562
	Iteration 111Q: 3 clusters Score -6472032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -6472041.000000 Penalty: 5159.476562
	Iteration 112Q: 3 clusters Score -6472041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -6472032.000000 Penalty: 5159.476562
	Iteration 113Q: 3 clusters Score -6472032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -6472033.500000 Penalty: 5159.476562
	Iteration 114Q: 3 clusters Score -6472034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -6472027.500000 Penalty: 5159.476562
	Iteration 115Q: 3 clusters Score -6472028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -6472027.500000 Penalty: 5159.476562
	Iteration 116Q: 3 clusters Score -6472028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -6472025.500000 Penalty: 5159.476562
	Iteration 117Q: 3 clusters Score -6472026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -6472026.000000 Penalty: 5159.476562
	Iteration 118Q: 3 clusters Score -6472026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -6472022.000000 Penalty: 5159.476562
	Iteration 119Q: 3 clusters Score -6472022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -6472023.000000 Penalty: 5159.476562
	Iteration 120F: 3 clusters Score -6472023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -6472024.500000 Penalty: 5159.476562
	Iteration 121Q: 3 clusters Score -6472024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -6472023.500000 Penalty: 5159.476562
	Iteration 122Q: 3 clusters Score -6472024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6472026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -6472026.500000 Penalty: 5159.476562
	Iteration 124F: 3 clusters Score -6472026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (38337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38337 members 
Entering Unmasked Estep 
Score: -7487448.500000 Penalty: 2617.434326
	Iteration 0F: 2 clusters Score -7487448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -7464653.500000 Penalty: 5234.868652
	Iteration 0F: 3 clusters Score -7464654 nChanged 17574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7474414 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7474892 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -7475346.000000 Penalty: 5234.868652
	Iteration 3Q: 3 clusters Score -7475346 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -7475922.500000 Penalty: 5234.868652
	Iteration 4Q: 3 clusters Score -7475922 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -7476653.500000 Penalty: 5234.868652
	Iteration 5Q: 3 clusters Score -7476654 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -7477686.000000 Penalty: 5234.868652
	Iteration 6F: 3 clusters Score -7477686 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -7479035.500000 Penalty: 5234.868652
	Iteration 7F: 3 clusters Score -7479036 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -7480517.000000 Penalty: 5234.868652
	Iteration 8F: 3 clusters Score -7480517 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -7481647.500000 Penalty: 5234.868652
	Iteration 9F: 3 clusters Score -7481648 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -7482548.500000 Penalty: 5234.868652
	Iteration 10Q: 3 clusters Score -7482548 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7483229.500000 Penalty: 5234.868652
	Iteration 11Q: 3 clusters Score -7483230 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7483761.500000 Penalty: 5234.868652
	Iteration 12Q: 3 clusters Score -7483762 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7484149.000000 Penalty: 5234.868652
	Iteration 13Q: 3 clusters Score -7484149 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7484429.000000 Penalty: 5234.868652
	Iteration 14Q: 3 clusters Score -7484429 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7484643.000000 Penalty: 5234.868652
	Iteration 15Q: 3 clusters Score -7484643 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7484789.000000 Penalty: 5234.868652
	Iteration 16Q: 3 clusters Score -7484789 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7484904.500000 Penalty: 5234.868652
	Iteration 17Q: 3 clusters Score -7484904 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7484956.500000 Penalty: 5234.868652
	Iteration 18Q: 3 clusters Score -7484956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7484993.500000 Penalty: 5234.868652
	Iteration 19Q: 3 clusters Score -7484994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7485007.500000 Penalty: 5234.868652
	Iteration 20F: 3 clusters Score -7485008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7485029.500000 Penalty: 5234.868652
	Iteration 21Q: 3 clusters Score -7485030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7485047.000000 Penalty: 5234.868652
	Iteration 22Q: 3 clusters Score -7485047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7485055.500000 Penalty: 5234.868652
	Iteration 23Q: 3 clusters Score -7485056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7485071.500000 Penalty: 5234.868652
	Iteration 24Q: 3 clusters Score -7485072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7485082.500000 Penalty: 5234.868652
	Iteration 25Q: 3 clusters Score -7485082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7485098.500000 Penalty: 5234.868652
	Iteration 26Q: 3 clusters Score -7485098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7485107.500000 Penalty: 5234.868652
	Iteration 27Q: 3 clusters Score -7485108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7485110.500000 Penalty: 5234.868652
	Iteration 28Q: 3 clusters Score -7485110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7485122.500000 Penalty: 5234.868652
	Iteration 29Q: 3 clusters Score -7485122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7485120.000000 Penalty: 5234.868652
	Iteration 30Q: 3 clusters Score -7485120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7485128.500000 Penalty: 5234.868652
	Iteration 31Q: 3 clusters Score -7485128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7485136.000000 Penalty: 5234.868652
	Iteration 32Q: 3 clusters Score -7485136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7485141.000000 Penalty: 5234.868652
	Iteration 33Q: 3 clusters Score -7485141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7485142.500000 Penalty: 5234.868652
	Iteration 34Q: 3 clusters Score -7485142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7485136.000000 Penalty: 5234.868652
	Iteration 35Q: 3 clusters Score -7485136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7485141.500000 Penalty: 5234.868652
	Iteration 36Q: 3 clusters Score -7485142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7485145.500000 Penalty: 5234.868652
	Iteration 37Q: 3 clusters Score -7485146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7485158.500000 Penalty: 5234.868652
	Iteration 38Q: 3 clusters Score -7485158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7485158.000000 Penalty: 5234.868652
	Iteration 39Q: 3 clusters Score -7485158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7485168.000000 Penalty: 5234.868652
	Iteration 40F: 3 clusters Score -7485168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 9619 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 29461 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15610 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7855 members 
Mstep: Class 19 contains 38785 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 8433 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14367 members 
Mstep: Class 31 contains 2020 members 
Mstep: Class 32 contains 19463 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 3257 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 22856 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15632 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26392 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15910 members 
Mstep: Class 53 contains 2362 members 
Mstep: Class 54 contains 34142 members 
Mstep: Class 55 contains 30213 members 
Mstep: Class 56 contains 32931 members 
Mstep: Class 57 contains 38337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246768.000000 Penalty: 180303.937500
Iteration 439Q: 57 clusters Score -8.424677e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 29465 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15612 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 38781 members 
Mstep: Class 20 contains 8168 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 8429 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14363 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 19474 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 3258 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 23004 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15634 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26394 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15910 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 34138 members 
Mstep: Class 55 contains 30231 members 
Mstep: Class 56 contains 32942 members 
Mstep: Class 57 contains 38303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246824.000000 Penalty: 180303.937500
Iteration 440F: 57 clusters Score -8.424682e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 9330 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 29455 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15613 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7858 members 
Mstep: Class 19 contains 38783 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 8422 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14363 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 19483 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 3256 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 23134 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15634 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26391 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15911 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 34146 members 
Mstep: Class 55 contains 30255 members 
Mstep: Class 56 contains 32954 members 
Mstep: Class 57 contains 38273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246688.000000 Penalty: 180303.937500
Iteration 441Q: 57 clusters Score -8.424669e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 29466 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15614 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 38778 members 
Mstep: Class 20 contains 8167 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 8418 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14364 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19489 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 3247 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 23253 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15634 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26382 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15912 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 34157 members 
Mstep: Class 55 contains 30262 members 
Mstep: Class 56 contains 32957 members 
Mstep: Class 57 contains 38251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246696.000000 Penalty: 180303.937500
Iteration 442Q: 57 clusters Score -8.42467e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 9090 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 29467 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15619 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 38771 members 
Mstep: Class 20 contains 8165 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 8415 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14361 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19494 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 3242 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 23374 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15633 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26380 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15913 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 34179 members 
Mstep: Class 55 contains 30269 members 
Mstep: Class 56 contains 32959 members 
Mstep: Class 57 contains 38213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246800.000000 Penalty: 180303.937500
Iteration 443Q: 57 clusters Score -8.42468e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 29479 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15622 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 38773 members 
Mstep: Class 20 contains 8160 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 8413 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14363 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19489 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 3241 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 23494 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15631 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26372 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15911 members 
Mstep: Class 53 contains 2364 members 
Mstep: Class 54 contains 34194 members 
Mstep: Class 55 contains 30269 members 
Mstep: Class 56 contains 32966 members 
Mstep: Class 57 contains 38182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246800.000000 Penalty: 180303.937500
Iteration 444Q: 57 clusters Score -8.42468e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 8877 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5343 members 
Mstep: Class 13 contains 29490 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15621 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 38778 members 
Mstep: Class 20 contains 8158 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 8408 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14368 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19493 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 3242 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 23606 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15632 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26363 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15912 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 34204 members 
Mstep: Class 55 contains 30265 members 
Mstep: Class 56 contains 32969 members 
Mstep: Class 57 contains 38159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246640.000000 Penalty: 180303.937500
Iteration 445Q: 57 clusters Score -8.424664e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 8787 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5345 members 
Mstep: Class 13 contains 29495 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15624 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7864 members 
Mstep: Class 19 contains 38774 members 
Mstep: Class 20 contains 8159 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 8405 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14370 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19488 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 3243 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 23707 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15634 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26348 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15908 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 34219 members 
Mstep: Class 55 contains 30269 members 
Mstep: Class 56 contains 32965 members 
Mstep: Class 57 contains 38147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246704.000000 Penalty: 180303.937500
Iteration 446Q: 57 clusters Score -8.42467e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3813 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15624 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 38774 members 
Mstep: Class 20 contains 8160 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 8399 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14372 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19484 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 3240 members 
Mstep: Class 36 contains 2238 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 23798 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15635 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2432 members 
Mstep: Class 49 contains 26330 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15907 members 
Mstep: Class 53 contains 2367 members 
Mstep: Class 54 contains 34249 members 
Mstep: Class 55 contains 30288 members 
Mstep: Class 56 contains 32956 members 
Mstep: Class 57 contains 38122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246672.000000 Penalty: 180303.937500
Iteration 447Q: 57 clusters Score -8.424667e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 8602 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3812 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15626 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7879 members 
Mstep: Class 19 contains 38772 members 
Mstep: Class 20 contains 8159 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 8391 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14374 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 19484 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 3239 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 23913 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15637 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26319 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15904 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 34277 members 
Mstep: Class 55 contains 30281 members 
Mstep: Class 56 contains 32953 members 
Mstep: Class 57 contains 38101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246784.000000 Penalty: 180303.937500
Iteration 448Q: 57 clusters Score -8.424678e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 8494 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3811 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15628 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7881 members 
Mstep: Class 19 contains 38773 members 
Mstep: Class 20 contains 8156 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 8383 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14372 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 19491 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 3241 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 24033 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15635 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2434 members 
Mstep: Class 49 contains 26312 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15905 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 34304 members 
Mstep: Class 55 contains 30282 members 
Mstep: Class 56 contains 32958 members 
Mstep: Class 57 contains 38063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246640.000000 Penalty: 180303.937500
Iteration 449Q: 57 clusters Score -8.424664e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 8420 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3811 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15629 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7880 members 
Mstep: Class 19 contains 38765 members 
Mstep: Class 20 contains 8156 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 8377 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14368 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 19500 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 3245 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 24128 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15637 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2435 members 
Mstep: Class 49 contains 26299 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15907 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 34332 members 
Mstep: Class 55 contains 30278 members 
Mstep: Class 56 contains 32971 members 
Mstep: Class 57 contains 38033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246544.000000 Penalty: 180303.937500
Iteration 450Q: 57 clusters Score -8.424654e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 8339 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3811 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 29513 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15631 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 38760 members 
Mstep: Class 20 contains 8156 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 8376 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14364 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 19504 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 3246 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 24231 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15638 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2434 members 
Mstep: Class 49 contains 26286 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15908 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 34364 members 
Mstep: Class 55 contains 30275 members 
Mstep: Class 56 contains 32957 members 
Mstep: Class 57 contains 38012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246560.000000 Penalty: 180303.937500
Iteration 451Q: 57 clusters Score -8.424656e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 8244 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3811 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 29524 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15631 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7881 members 
Mstep: Class 19 contains 38756 members 
Mstep: Class 20 contains 8157 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 8367 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14362 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 19505 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 3243 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 24351 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15640 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26277 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15911 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 34391 members 
Mstep: Class 55 contains 30259 members 
Mstep: Class 56 contains 32956 members 
Mstep: Class 57 contains 37990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246544.000000 Penalty: 180303.937500
Iteration 452Q: 57 clusters Score -8.424654e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 8156 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3811 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 29538 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15630 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 38755 members 
Mstep: Class 20 contains 8159 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 8356 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14363 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 19505 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 3245 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 24448 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15640 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26266 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 15913 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 34393 members 
Mstep: Class 55 contains 30251 members 
Mstep: Class 56 contains 32964 members 
Mstep: Class 57 contains 37986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246496.000000 Penalty: 180303.937500
Iteration 453Q: 57 clusters Score -8.42465e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3811 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 29549 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15629 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 38755 members 
Mstep: Class 20 contains 8158 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 8350 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14362 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 19507 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 3246 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 24565 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15644 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26243 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15915 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 34398 members 
Mstep: Class 55 contains 30258 members 
Mstep: Class 56 contains 32961 members 
Mstep: Class 57 contains 37992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246640.000000 Penalty: 180303.937500
Iteration 454Q: 57 clusters Score -8.424664e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7951 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3811 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 29572 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15628 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7875 members 
Mstep: Class 19 contains 38753 members 
Mstep: Class 20 contains 8155 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 8338 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14363 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19505 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 3245 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 24690 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15645 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26223 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15913 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 34396 members 
Mstep: Class 55 contains 30252 members 
Mstep: Class 56 contains 32963 members 
Mstep: Class 57 contains 38003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246672.000000 Penalty: 180303.937500
Iteration 455Q: 57 clusters Score -8.424667e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 7848 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3809 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 29579 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15628 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 38754 members 
Mstep: Class 20 contains 8157 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 8329 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14366 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19502 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 3245 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 24804 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15647 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26213 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15915 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 34405 members 
Mstep: Class 55 contains 30257 members 
Mstep: Class 56 contains 32966 members 
Mstep: Class 57 contains 37993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246360.000000 Penalty: 180303.937500
Iteration 456Q: 57 clusters Score -8.424636e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7764 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 29595 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15627 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 38758 members 
Mstep: Class 20 contains 8157 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 8318 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14367 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19506 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 3242 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 24904 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15647 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26205 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15917 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 34413 members 
Mstep: Class 55 contains 30246 members 
Mstep: Class 56 contains 32962 members 
Mstep: Class 57 contains 37989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246472.000000 Penalty: 180303.937500
Iteration 457Q: 57 clusters Score -8.424647e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7674 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 29622 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15625 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 38756 members 
Mstep: Class 20 contains 8156 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 8315 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14366 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19510 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 3237 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 25005 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15647 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26185 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15920 members 
Mstep: Class 53 contains 2367 members 
Mstep: Class 54 contains 34419 members 
Mstep: Class 55 contains 30249 members 
Mstep: Class 56 contains 32943 members 
Mstep: Class 57 contains 37994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246464.000000 Penalty: 180303.937500
Iteration 458Q: 57 clusters Score -8.424646e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7577 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 29648 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15626 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 38753 members 
Mstep: Class 20 contains 8154 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 8306 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14368 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19511 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 3232 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 25113 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15647 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26177 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15923 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 34421 members 
Mstep: Class 55 contains 30244 members 
Mstep: Class 56 contains 32937 members 
Mstep: Class 57 contains 37999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246352.000000 Penalty: 180303.937500
Iteration 459Q: 57 clusters Score -8.424635e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7504 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 29671 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15629 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 38751 members 
Mstep: Class 20 contains 8155 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 8296 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14368 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19514 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 25212 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15643 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26172 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15924 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 34413 members 
Mstep: Class 55 contains 30234 members 
Mstep: Class 56 contains 32917 members 
Mstep: Class 57 contains 38005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246296.000000 Penalty: 180303.937500
Iteration 460F: 57 clusters Score -8.42463e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7437 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 29689 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15630 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 38753 members 
Mstep: Class 20 contains 8162 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 8287 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14372 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19518 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 3228 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 25286 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15641 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26171 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15923 members 
Mstep: Class 53 contains 2368 members 
Mstep: Class 54 contains 34420 members 
Mstep: Class 55 contains 30231 members 
Mstep: Class 56 contains 32895 members 
Mstep: Class 57 contains 37996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246336.000000 Penalty: 180303.937500
Iteration 461Q: 57 clusters Score -8.424634e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7362 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 29710 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15630 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 38757 members 
Mstep: Class 20 contains 8165 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 8274 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14373 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19517 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 3227 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 25361 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15641 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26164 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15927 members 
Mstep: Class 53 contains 2369 members 
Mstep: Class 54 contains 34427 members 
Mstep: Class 55 contains 30232 members 
Mstep: Class 56 contains 32877 members 
Mstep: Class 57 contains 37994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246480.000000 Penalty: 180303.937500
Iteration 462Q: 57 clusters Score -8.424648e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 29733 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15633 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 38766 members 
Mstep: Class 20 contains 8169 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 8260 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 14372 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19519 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 3225 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 25448 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15642 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26159 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15926 members 
Mstep: Class 53 contains 2368 members 
Mstep: Class 54 contains 34440 members 
Mstep: Class 55 contains 30207 members 
Mstep: Class 56 contains 32853 members 
Mstep: Class 57 contains 37985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246464.000000 Penalty: 180303.937500
Iteration 463Q: 57 clusters Score -8.424646e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 7259 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 29751 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15634 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 38772 members 
Mstep: Class 20 contains 8169 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 8243 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14371 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19522 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 3226 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 25542 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15644 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26151 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15925 members 
Mstep: Class 53 contains 2369 members 
Mstep: Class 54 contains 34449 members 
Mstep: Class 55 contains 30175 members 
Mstep: Class 56 contains 32850 members 
Mstep: Class 57 contains 37966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246456.000000 Penalty: 180303.937500
Iteration 464Q: 57 clusters Score -8.424646e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7202 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 29785 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15633 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 38771 members 
Mstep: Class 20 contains 8169 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 8231 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14371 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19523 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 3225 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 25632 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15646 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26141 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15924 members 
Mstep: Class 53 contains 2367 members 
Mstep: Class 54 contains 34456 members 
Mstep: Class 55 contains 30143 members 
Mstep: Class 56 contains 32837 members 
Mstep: Class 57 contains 37961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246552.000000 Penalty: 180303.937500
Iteration 465Q: 57 clusters Score -8.424655e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 29802 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15631 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 38776 members 
Mstep: Class 20 contains 8169 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 8219 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14370 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19521 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 3223 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 25715 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15647 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26135 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15926 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 34478 members 
Mstep: Class 55 contains 30117 members 
Mstep: Class 56 contains 32828 members 
Mstep: Class 57 contains 37939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246600.000000 Penalty: 180303.937500
Iteration 466Q: 57 clusters Score -8.42466e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7118 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 29820 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15629 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 38781 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 8203 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14368 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19517 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 3223 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 25797 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15648 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26127 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15929 members 
Mstep: Class 53 contains 2364 members 
Mstep: Class 54 contains 34503 members 
Mstep: Class 55 contains 30094 members 
Mstep: Class 56 contains 32816 members 
Mstep: Class 57 contains 37914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246608.000000 Penalty: 180303.937500
Iteration 467Q: 57 clusters Score -8.424661e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7073 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 29835 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15628 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 38789 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 8192 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14366 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19515 members 
Mstep: Class 33 contains 2389 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 25879 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15646 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26106 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15931 members 
Mstep: Class 53 contains 2364 members 
Mstep: Class 54 contains 34520 members 
Mstep: Class 55 contains 30075 members 
Mstep: Class 56 contains 32824 members 
Mstep: Class 57 contains 37891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246536.000000 Penalty: 180303.937500
Iteration 468Q: 57 clusters Score -8.424654e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7034 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 29854 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15627 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 38794 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 8180 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14364 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19511 members 
Mstep: Class 33 contains 2389 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 25949 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15648 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26095 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15934 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 34546 members 
Mstep: Class 55 contains 30055 members 
Mstep: Class 56 contains 32804 members 
Mstep: Class 57 contains 37869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246488.000000 Penalty: 180303.937500
Iteration 469Q: 57 clusters Score -8.424649e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 29866 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15627 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 38797 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 8167 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14361 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19508 members 
Mstep: Class 33 contains 2389 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26025 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15649 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26089 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15935 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 34571 members 
Mstep: Class 55 contains 30020 members 
Mstep: Class 56 contains 32804 members 
Mstep: Class 57 contains 37841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246440.000000 Penalty: 180303.937500
Iteration 470Q: 57 clusters Score -8.424644e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6990 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 29872 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15631 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 38794 members 
Mstep: Class 20 contains 8169 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 8159 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14361 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19504 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26095 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15648 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26079 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15934 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 34583 members 
Mstep: Class 55 contains 29988 members 
Mstep: Class 56 contains 32805 members 
Mstep: Class 57 contains 37829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246352.000000 Penalty: 180303.937500
Iteration 471Q: 57 clusters Score -8.424635e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6968 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 29876 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15633 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 38792 members 
Mstep: Class 20 contains 8169 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 8145 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14362 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19501 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 3224 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26177 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15642 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26073 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15937 members 
Mstep: Class 53 contains 2364 members 
Mstep: Class 54 contains 34577 members 
Mstep: Class 55 contains 29971 members 
Mstep: Class 56 contains 32801 members 
Mstep: Class 57 contains 37822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246464.000000 Penalty: 180303.937500
Iteration 472Q: 57 clusters Score -8.424646e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6947 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 29872 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15631 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7872 members 
Mstep: Class 19 contains 38794 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 8130 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14361 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19498 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 3225 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26265 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15643 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26073 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15938 members 
Mstep: Class 53 contains 2364 members 
Mstep: Class 54 contains 34571 members 
Mstep: Class 55 contains 29943 members 
Mstep: Class 56 contains 32797 members 
Mstep: Class 57 contains 37806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246512.000000 Penalty: 180303.937500
Iteration 473Q: 57 clusters Score -8.424651e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6919 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 29860 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15631 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 38796 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 8120 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14360 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19498 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 3223 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26338 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15646 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26073 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15942 members 
Mstep: Class 53 contains 2364 members 
Mstep: Class 54 contains 34570 members 
Mstep: Class 55 contains 29930 members 
Mstep: Class 56 contains 32797 members 
Mstep: Class 57 contains 37788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246408.000000 Penalty: 180303.937500
Iteration 474Q: 57 clusters Score -8.424641e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6891 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 29860 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15631 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 38799 members 
Mstep: Class 20 contains 8168 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 8112 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14357 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19495 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 3220 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26414 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15648 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26064 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15946 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 34583 members 
Mstep: Class 55 contains 29909 members 
Mstep: Class 56 contains 32802 members 
Mstep: Class 57 contains 37766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246344.000000 Penalty: 180303.937500
Iteration 475Q: 57 clusters Score -8.424634e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6876 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3804 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 29870 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15629 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 38805 members 
Mstep: Class 20 contains 8167 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 8098 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14354 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19491 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 3220 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26497 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15647 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26066 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15950 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 34595 members 
Mstep: Class 55 contains 29867 members 
Mstep: Class 56 contains 32795 members 
Mstep: Class 57 contains 37741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246224.000000 Penalty: 180303.937500
Iteration 476Q: 57 clusters Score -8.424622e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6862 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3804 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 29903 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15628 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 38809 members 
Mstep: Class 20 contains 8165 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 8093 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14353 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19487 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 3220 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26581 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15647 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26056 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15947 members 
Mstep: Class 53 contains 2362 members 
Mstep: Class 54 contains 34612 members 
Mstep: Class 55 contains 29821 members 
Mstep: Class 56 contains 32772 members 
Mstep: Class 57 contains 37713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246208.000000 Penalty: 180303.937500
Iteration 477Q: 57 clusters Score -8.424621e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6853 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3804 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 29947 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15626 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 38810 members 
Mstep: Class 20 contains 8163 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 8085 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14351 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19481 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 3220 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26631 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15647 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26050 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15953 members 
Mstep: Class 53 contains 2361 members 
Mstep: Class 54 contains 34624 members 
Mstep: Class 55 contains 29796 members 
Mstep: Class 56 contains 32738 members 
Mstep: Class 57 contains 37701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246232.000000 Penalty: 180303.937500
Iteration 478Q: 57 clusters Score -8.424623e+07 nChanged 323
Entering ConstructFrom: 
Score: -84246232.000000 Penalty: 180303.937500
Entering ConstructFrom: 
Trying to split cluster 1 (5695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Entering Unmasked Estep 
Score: -1121461.375000 Penalty: 2144.541260
	Iteration 0F: 2 clusters Score -1121461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1116448.375000 Penalty: 4289.082520
	Iteration 0F: 3 clusters Score -1116448 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1117663.750000 Penalty: 4289.082520
	Iteration 1F: 3 clusters Score -1117664 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1117867.500000 Penalty: 4289.082520
	Iteration 2F: 3 clusters Score -1117868 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1117998.125000 Penalty: 4289.082520
	Iteration 3Q: 3 clusters Score -1117998 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1118096.250000 Penalty: 4289.082520
	Iteration 4Q: 3 clusters Score -1118096 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1118164.000000 Penalty: 4289.082520
	Iteration 5Q: 3 clusters Score -1118164 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1118215.250000 Penalty: 4289.082520
	Iteration 6Q: 3 clusters Score -1118215 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1118262.250000 Penalty: 4289.082520
	Iteration 7Q: 3 clusters Score -1118262 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1118297.500000 Penalty: 4289.082520
	Iteration 8Q: 3 clusters Score -1118298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1118324.750000 Penalty: 4289.082520
	Iteration 9Q: 3 clusters Score -1118325 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1118354.250000 Penalty: 4289.082520
	Iteration 10Q: 3 clusters Score -1118354 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1118381.750000 Penalty: 4289.082520
	Iteration 11Q: 3 clusters Score -1118382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1118407.375000 Penalty: 4289.082520
	Iteration 12Q: 3 clusters Score -1118407 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1118435.250000 Penalty: 4289.082520
	Iteration 13Q: 3 clusters Score -1118435 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1118461.625000 Penalty: 4289.082520
	Iteration 14Q: 3 clusters Score -1118462 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1118488.375000 Penalty: 4289.082520
	Iteration 15Q: 3 clusters Score -1118488 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1118529.625000 Penalty: 4289.082520
	Iteration 16Q: 3 clusters Score -1118530 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1118568.000000 Penalty: 4289.082520
	Iteration 17Q: 3 clusters Score -1118568 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1118601.375000 Penalty: 4289.082520
	Iteration 18Q: 3 clusters Score -1118601 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1118632.625000 Penalty: 4289.082520
	Iteration 19Q: 3 clusters Score -1118633 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1118677.625000 Penalty: 4289.082520
	Iteration 20F: 3 clusters Score -1118678 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1118733.250000 Penalty: 4289.082520
	Iteration 21Q: 3 clusters Score -1118733 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1118784.875000 Penalty: 4289.082520
	Iteration 22Q: 3 clusters Score -1118785 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1118841.000000 Penalty: 4289.082520
	Iteration 23Q: 3 clusters Score -1118841 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1118890.500000 Penalty: 4289.082520
	Iteration 24Q: 3 clusters Score -1118890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1118928.875000 Penalty: 4289.082520
	Iteration 25Q: 3 clusters Score -1118929 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1118973.375000 Penalty: 4289.082520
	Iteration 26Q: 3 clusters Score -1118973 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1119022.250000 Penalty: 4289.082520
	Iteration 27Q: 3 clusters Score -1119022 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1119069.125000 Penalty: 4289.082520
	Iteration 28Q: 3 clusters Score -1119069 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1119124.750000 Penalty: 4289.082520
	Iteration 29Q: 3 clusters Score -1119125 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1119171.875000 Penalty: 4289.082520
	Iteration 30Q: 3 clusters Score -1119172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1119226.750000 Penalty: 4289.082520
	Iteration 31Q: 3 clusters Score -1119227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1119269.125000 Penalty: 4289.082520
	Iteration 32Q: 3 clusters Score -1119269 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1119312.000000 Penalty: 4289.082520
	Iteration 33Q: 3 clusters Score -1119312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1119367.000000 Penalty: 4289.082520
	Iteration 34Q: 3 clusters Score -1119367 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1119401.500000 Penalty: 4289.082520
	Iteration 35Q: 3 clusters Score -1119402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1119429.000000 Penalty: 4289.082520
	Iteration 36Q: 3 clusters Score -1119429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1119448.000000 Penalty: 4289.082520
	Iteration 37Q: 3 clusters Score -1119448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1119458.125000 Penalty: 4289.082520
	Iteration 38Q: 3 clusters Score -1119458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1119475.750000 Penalty: 4289.082520
	Iteration 39Q: 3 clusters Score -1119476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1119485.375000 Penalty: 4289.082520
	Iteration 40F: 3 clusters Score -1119485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1119493.500000 Penalty: 4289.082520
	Iteration 41Q: 3 clusters Score -1119494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1119503.625000 Penalty: 4289.082520
	Iteration 42Q: 3 clusters Score -1119504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1119508.875000 Penalty: 4289.082520
	Iteration 43Q: 3 clusters Score -1119509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1119512.000000 Penalty: 4289.082520
	Iteration 44Q: 3 clusters Score -1119512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1119518.375000 Penalty: 4289.082520
	Iteration 45Q: 3 clusters Score -1119518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1119524.000000 Penalty: 4289.082520
	Iteration 46Q: 3 clusters Score -1119524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1119529.625000 Penalty: 4289.082520
	Iteration 47Q: 3 clusters Score -1119530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1119535.125000 Penalty: 4289.082520
	Iteration 48Q: 3 clusters Score -1119535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1119540.125000 Penalty: 4289.082520
	Iteration 49Q: 3 clusters Score -1119540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1119542.625000 Penalty: 4289.082520
	Iteration 50Q: 3 clusters Score -1119543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1119548.375000 Penalty: 4289.082520
	Iteration 51Q: 3 clusters Score -1119548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1119548.875000 Penalty: 4289.082520
	Iteration 52Q: 3 clusters Score -1119549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1119551.250000 Penalty: 4289.082520
	Iteration 53Q: 3 clusters Score -1119551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1119551.250000 Penalty: 4289.082520
	Iteration 54F: 3 clusters Score -1119551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1350730.375000 Penalty: 2190.228271
	Iteration 0F: 2 clusters Score -1350730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1345073.125000 Penalty: 4380.456543
	Iteration 0F: 3 clusters Score -1345073 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1346597.500000 Penalty: 4380.456543
	Iteration 1F: 3 clusters Score -1346598 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1346797.250000 Penalty: 4380.456543
	Iteration 2F: 3 clusters Score -1346797 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1346916.625000 Penalty: 4380.456543
	Iteration 3Q: 3 clusters Score -1346917 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1346991.000000 Penalty: 4380.456543
	Iteration 4Q: 3 clusters Score -1346991 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1347060.750000 Penalty: 4380.456543
	Iteration 5Q: 3 clusters Score -1347061 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1347114.125000 Penalty: 4380.456543
	Iteration 6Q: 3 clusters Score -1347114 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1347152.250000 Penalty: 4380.456543
	Iteration 7Q: 3 clusters Score -1347152 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1347179.750000 Penalty: 4380.456543
	Iteration 8Q: 3 clusters Score -1347180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1347197.750000 Penalty: 4380.456543
	Iteration 9Q: 3 clusters Score -1347198 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1347213.625000 Penalty: 4380.456543
	Iteration 10Q: 3 clusters Score -1347214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1347225.500000 Penalty: 4380.456543
	Iteration 11Q: 3 clusters Score -1347226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1347239.250000 Penalty: 4380.456543
	Iteration 12Q: 3 clusters Score -1347239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1347255.125000 Penalty: 4380.456543
	Iteration 13Q: 3 clusters Score -1347255 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1347262.375000 Penalty: 4380.456543
	Iteration 14Q: 3 clusters Score -1347262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1347266.500000 Penalty: 4380.456543
	Iteration 15Q: 3 clusters Score -1347266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1347279.875000 Penalty: 4380.456543
	Iteration 16Q: 3 clusters Score -1347280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1347283.875000 Penalty: 4380.456543
	Iteration 17Q: 3 clusters Score -1347284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1347288.750000 Penalty: 4380.456543
	Iteration 18Q: 3 clusters Score -1347289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1347292.000000 Penalty: 4380.456543
	Iteration 19Q: 3 clusters Score -1347292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1347298.125000 Penalty: 4380.456543
	Iteration 20F: 3 clusters Score -1347298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1347301.125000 Penalty: 4380.456543
	Iteration 21Q: 3 clusters Score -1347301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1347303.500000 Penalty: 4380.456543
	Iteration 22Q: 3 clusters Score -1347304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1347308.375000 Penalty: 4380.456543
	Iteration 23Q: 3 clusters Score -1347308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1347315.750000 Penalty: 4380.456543
	Iteration 24Q: 3 clusters Score -1347316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1347324.125000 Penalty: 4380.456543
	Iteration 25Q: 3 clusters Score -1347324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1347328.250000 Penalty: 4380.456543
	Iteration 26Q: 3 clusters Score -1347328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1347332.125000 Penalty: 4380.456543
	Iteration 27Q: 3 clusters Score -1347332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1347341.375000 Penalty: 4380.456543
	Iteration 28Q: 3 clusters Score -1347341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1347340.250000 Penalty: 4380.456543
	Iteration 29Q: 3 clusters Score -1347340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1347344.125000 Penalty: 4380.456543
	Iteration 30Q: 3 clusters Score -1347344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1347346.625000 Penalty: 4380.456543
	Iteration 31Q: 3 clusters Score -1347347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1347345.250000 Penalty: 4380.456543
	Iteration 32Q: 3 clusters Score -1347345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1347347.250000 Penalty: 4380.456543
	Iteration 33Q: 3 clusters Score -1347347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1347348.250000 Penalty: 4380.456543
	Iteration 34Q: 3 clusters Score -1347348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1347348.875000 Penalty: 4380.456543
	Iteration 35Q: 3 clusters Score -1347349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1347351.375000 Penalty: 4380.456543
	Iteration 36Q: 3 clusters Score -1347351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1347353.375000 Penalty: 4380.456543
	Iteration 37Q: 3 clusters Score -1347353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1347359.000000 Penalty: 4380.456543
	Iteration 38Q: 3 clusters Score -1347359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1347358.875000 Penalty: 4380.456543
	Iteration 39Q: 3 clusters Score -1347359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1347359.375000 Penalty: 4380.456543
	Iteration 40F: 3 clusters Score -1347359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1347358.625000 Penalty: 4380.456543
	Iteration 41Q: 3 clusters Score -1347359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1347361.375000 Penalty: 4380.456543
	Iteration 42Q: 3 clusters Score -1347361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1347360.125000 Penalty: 4380.456543
	Iteration 43Q: 3 clusters Score -1347360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1347362.125000 Penalty: 4380.456543
	Iteration 44Q: 3 clusters Score -1347362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1347364.875000 Penalty: 4380.456543
	Iteration 45Q: 3 clusters Score -1347365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1347365.250000 Penalty: 4380.456543
	Iteration 46Q: 3 clusters Score -1347365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1347366.625000 Penalty: 4380.456543
	Iteration 47Q: 3 clusters Score -1347367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1347368.000000 Penalty: 4380.456543
	Iteration 48Q: 3 clusters Score -1347368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1347368.000000 Penalty: 4380.456543
	Iteration 49Q: 3 clusters Score -1347368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1347369.000000 Penalty: 4380.456543
	Iteration 50Q: 3 clusters Score -1347369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1347369.750000 Penalty: 4380.456543
	Iteration 51Q: 3 clusters Score -1347370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1347372.750000 Penalty: 4380.456543
	Iteration 52Q: 3 clusters Score -1347373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1347373.500000 Penalty: 4380.456543
	Iteration 53Q: 3 clusters Score -1347374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1347371.625000 Penalty: 4380.456543
	Iteration 54Q: 3 clusters Score -1347372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1347370.500000 Penalty: 4380.456543
	Iteration 55Q: 3 clusters Score -1347370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1347371.000000 Penalty: 4380.456543
	Iteration 56Q: 3 clusters Score -1347371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1347371.375000 Penalty: 4380.456543
	Iteration 57Q: 3 clusters Score -1347371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1347370.750000 Penalty: 4380.456543
	Iteration 58Q: 3 clusters Score -1347371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1347372.375000 Penalty: 4380.456543
	Iteration 59Q: 3 clusters Score -1347372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1347374.125000 Penalty: 4380.456543
	Iteration 60F: 3 clusters Score -1347374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1347375.625000 Penalty: 4380.456543
	Iteration 61Q: 3 clusters Score -1347376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1347375.250000 Penalty: 4380.456543
	Iteration 62Q: 3 clusters Score -1347375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1347376.250000 Penalty: 4380.456543
	Iteration 63Q: 3 clusters Score -1347376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1347377.750000 Penalty: 4380.456543
	Iteration 64Q: 3 clusters Score -1347378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1347380.375000 Penalty: 4380.456543
	Iteration 65Q: 3 clusters Score -1347380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1347380.500000 Penalty: 4380.456543
	Iteration 66Q: 3 clusters Score -1347380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1347382.000000 Penalty: 4380.456543
	Iteration 67Q: 3 clusters Score -1347382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1347384.250000 Penalty: 4380.456543
	Iteration 68Q: 3 clusters Score -1347384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1347384.375000 Penalty: 4380.456543
	Iteration 69Q: 3 clusters Score -1347384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1347385.125000 Penalty: 4380.456543
	Iteration 70Q: 3 clusters Score -1347385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1347387.375000 Penalty: 4380.456543
	Iteration 71Q: 3 clusters Score -1347387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1347392.750000 Penalty: 4380.456543
	Iteration 72Q: 3 clusters Score -1347393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1347393.375000 Penalty: 4380.456543
	Iteration 73Q: 3 clusters Score -1347393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1347396.750000 Penalty: 4380.456543
	Iteration 74Q: 3 clusters Score -1347397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1347396.625000 Penalty: 4380.456543
	Iteration 75Q: 3 clusters Score -1347397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1347397.875000 Penalty: 4380.456543
	Iteration 76Q: 3 clusters Score -1347398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1347398.750000 Penalty: 4380.456543
	Iteration 77Q: 3 clusters Score -1347399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1347400.750000 Penalty: 4380.456543
	Iteration 78Q: 3 clusters Score -1347401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1347403.375000 Penalty: 4380.456543
	Iteration 79Q: 3 clusters Score -1347403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1347400.375000 Penalty: 4380.456543
	Iteration 80F: 3 clusters Score -1347400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1347405.500000 Penalty: 4380.456543
	Iteration 81Q: 3 clusters Score -1347406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1347403.625000 Penalty: 4380.456543
	Iteration 82Q: 3 clusters Score -1347404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1347404.750000 Penalty: 4380.456543
	Iteration 83Q: 3 clusters Score -1347405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1347404 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3742 members 
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Mstep: Class 1 contains 3744 members 
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	Iteration 86Q: 3 clusters Score -1347404 nChanged 1
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Mstep: Class 1 contains 3745 members 
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	Iteration 88Q: 3 clusters Score -1347404 nChanged 5
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Mstep: Class 1 contains 3752 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3756 members 
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Mstep: Class 1 contains 3759 members 
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Mstep: Class 1 contains 3762 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3769 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3771 members 
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Mstep: Class 1 contains 3777 members 
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Mstep: Class 1 contains 3782 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3787 members 
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	Iteration 97Q: 3 clusters Score -1347419 nChanged 10
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Mstep: Class 1 contains 3789 members 
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Mstep: Class 1 contains 3791 members 
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Mstep: Class 1 contains 3794 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1347423 nChanged 7
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Mstep: Class 1 contains 3799 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3805 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3808 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3813 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3817 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3820 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3829 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3833 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3841 members 
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Mstep: Class 1 contains 4506 members 
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	Iteration 160F: 3 clusters Score -1348260 nChanged 96
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	Iteration 163Q: 3 clusters Score -1348430 nChanged 65
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	Iteration 165Q: 3 clusters Score -1348523 nChanged 60
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	Iteration 168Q: 3 clusters Score -1348634 nChanged 33
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	Iteration 174Q: 3 clusters Score -1348779 nChanged 11
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	Iteration 176Q: 3 clusters Score -1348803 nChanged 7
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Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1348807.625000 Penalty: 4380.456543
	Iteration 177Q: 3 clusters Score -1348808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1348813.250000 Penalty: 4380.456543
	Iteration 178Q: 3 clusters Score -1348813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1348816.250000 Penalty: 4380.456543
	Iteration 179Q: 3 clusters Score -1348816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1348819.875000 Penalty: 4380.456543
	Iteration 180F: 3 clusters Score -1348820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1348819.250000 Penalty: 4380.456543
	Iteration 181Q: 3 clusters Score -1348819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1348827.125000 Penalty: 4380.456543
	Iteration 182Q: 3 clusters Score -1348827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1348834.125000 Penalty: 4380.456543
	Iteration 183Q: 3 clusters Score -1348834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1348835.875000 Penalty: 4380.456543
	Iteration 184Q: 3 clusters Score -1348836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1348836.750000 Penalty: 4380.456543
	Iteration 185Q: 3 clusters Score -1348837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1348842.125000 Penalty: 4380.456543
	Iteration 186Q: 3 clusters Score -1348842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1348843.750000 Penalty: 4380.456543
	Iteration 187Q: 3 clusters Score -1348844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1348847.750000 Penalty: 4380.456543
	Iteration 188Q: 3 clusters Score -1348848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1348850.250000 Penalty: 4380.456543
	Iteration 189Q: 3 clusters Score -1348850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1348850.750000 Penalty: 4380.456543
	Iteration 190Q: 3 clusters Score -1348851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1348851.875000 Penalty: 4380.456543
	Iteration 191Q: 3 clusters Score -1348852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1348854.375000 Penalty: 4380.456543
	Iteration 192Q: 3 clusters Score -1348854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1348856.125000 Penalty: 4380.456543
	Iteration 193Q: 3 clusters Score -1348856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1348856.875000 Penalty: 4380.456543
	Iteration 194Q: 3 clusters Score -1348857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1348856.875000 Penalty: 4380.456543
	Iteration 195F: 3 clusters Score -1348857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -223335.875000 Penalty: 1767.070190
	Iteration 0F: 2 clusters Score -223335.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -221216.734375 Penalty: 3534.140381
	Iteration 0F: 3 clusters Score -221216.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -221632.687500 Penalty: 3534.140381
	Iteration 1F: 3 clusters Score -221632.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -221778.625000 Penalty: 3534.140381
	Iteration 2F: 3 clusters Score -221778.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -221863.359375 Penalty: 3534.140381
	Iteration 3Q: 3 clusters Score -221863.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -221976.250000 Penalty: 3534.140381
	Iteration 4Q: 3 clusters Score -221976.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -222069.984375 Penalty: 3534.140381
	Iteration 5Q: 3 clusters Score -222070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -222145.515625 Penalty: 3534.140381
	Iteration 6Q: 3 clusters Score -222145.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -222218.484375 Penalty: 3534.140381
	Iteration 7Q: 3 clusters Score -222218.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -222273.265625 Penalty: 3534.140381
	Iteration 8Q: 3 clusters Score -222273.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -222306.906250 Penalty: 3534.140381
	Iteration 9Q: 3 clusters Score -222306.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -222333.640625 Penalty: 3534.140381
	Iteration 10Q: 3 clusters Score -222333.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -222343.156250 Penalty: 3534.140381
	Iteration 11Q: 3 clusters Score -222343.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -222359.109375 Penalty: 3534.140381
	Iteration 12Q: 3 clusters Score -222359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -222370.015625 Penalty: 3534.140381
	Iteration 13Q: 3 clusters Score -222370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -222376.093750 Penalty: 3534.140381
	Iteration 14Q: 3 clusters Score -222376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -222377.156250 Penalty: 3534.140381
	Iteration 15Q: 3 clusters Score -222377.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -222379.953125 Penalty: 3534.140381
	Iteration 16Q: 3 clusters Score -222380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -222382.187500 Penalty: 3534.140381
	Iteration 17Q: 3 clusters Score -222382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -222386.046875 Penalty: 3534.140381
	Iteration 18Q: 3 clusters Score -222386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -222388.625000 Penalty: 3534.140381
	Iteration 19Q: 3 clusters Score -222388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -222392.906250 Penalty: 3534.140381
	Iteration 20F: 3 clusters Score -222392.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -222403.328125 Penalty: 3534.140381
	Iteration 21Q: 3 clusters Score -222403.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -222405.281250 Penalty: 3534.140381
	Iteration 22Q: 3 clusters Score -222405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -222405.921875 Penalty: 3534.140381
	Iteration 23Q: 3 clusters Score -222405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -222407.078125 Penalty: 3534.140381
	Iteration 24Q: 3 clusters Score -222407.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -222407.078125 Penalty: 3534.140381
	Iteration 25F: 3 clusters Score -222407.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Entering Unmasked Estep 
Score: -691031.250000 Penalty: 2044.464600
	Iteration 0F: 2 clusters Score -691031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -687199.812500 Penalty: 4088.929199
	Iteration 0F: 3 clusters Score -687199.8 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -688136.812500 Penalty: 4088.929199
	Iteration 1F: 3 clusters Score -688136.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -688440.875000 Penalty: 4088.929199
	Iteration 2F: 3 clusters Score -688440.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -688686.625000 Penalty: 4088.929199
	Iteration 3F: 3 clusters Score -688686.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -688931.562500 Penalty: 4088.929199
	Iteration 4F: 3 clusters Score -688931.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -689151.562500 Penalty: 4088.929199
	Iteration 5F: 3 clusters Score -689151.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -689360.500000 Penalty: 4088.929199
	Iteration 6F: 3 clusters Score -689360.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -689552.375000 Penalty: 4088.929199
	Iteration 7F: 3 clusters Score -689552.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -689737.562500 Penalty: 4088.929199
	Iteration 8Q: 3 clusters Score -689737.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -689922.187500 Penalty: 4088.929199
	Iteration 9Q: 3 clusters Score -689922.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -690061.312500 Penalty: 4088.929199
	Iteration 10Q: 3 clusters Score -690061.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -690155.437500 Penalty: 4088.929199
	Iteration 11Q: 3 clusters Score -690155.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -690220.437500 Penalty: 4088.929199
	Iteration 12Q: 3 clusters Score -690220.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -690271.187500 Penalty: 4088.929199
	Iteration 13Q: 3 clusters Score -690271.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -690303.437500 Penalty: 4088.929199
	Iteration 14Q: 3 clusters Score -690303.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -690315.125000 Penalty: 4088.929199
	Iteration 15Q: 3 clusters Score -690315.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -690322.250000 Penalty: 4088.929199
	Iteration 16Q: 3 clusters Score -690322.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -690326.375000 Penalty: 4088.929199
	Iteration 17Q: 3 clusters Score -690326.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -690329.937500 Penalty: 4088.929199
	Iteration 18Q: 3 clusters Score -690329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -690333.312500 Penalty: 4088.929199
	Iteration 19Q: 3 clusters Score -690333.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -690335.750000 Penalty: 4088.929199
	Iteration 20F: 3 clusters Score -690335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -690340.500000 Penalty: 4088.929199
	Iteration 21Q: 3 clusters Score -690340.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -690342.375000 Penalty: 4088.929199
	Iteration 22Q: 3 clusters Score -690342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -690347.562500 Penalty: 4088.929199
	Iteration 23Q: 3 clusters Score -690347.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -690351.312500 Penalty: 4088.929199
	Iteration 24Q: 3 clusters Score -690351.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -690353.125000 Penalty: 4088.929199
	Iteration 25Q: 3 clusters Score -690353.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -690355.437500 Penalty: 4088.929199
	Iteration 26Q: 3 clusters Score -690355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -690354.812500 Penalty: 4088.929199
	Iteration 27Q: 3 clusters Score -690354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -690354.812500 Penalty: 4088.929199
	Iteration 28F: 3 clusters Score -690354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Entering Unmasked Estep 
Score: -989098.562500 Penalty: 2115.320312
	Iteration 0F: 2 clusters Score -989098.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -984567.625000 Penalty: 4230.640625
	Iteration 0F: 3 clusters Score -984567.6 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -985692.062500 Penalty: 4230.640625
	Iteration 1F: 3 clusters Score -985692.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -985869.875000 Penalty: 4230.640625
	Iteration 2F: 3 clusters Score -985869.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -985970.312500 Penalty: 4230.640625
	Iteration 3Q: 3 clusters Score -985970.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -986040.062500 Penalty: 4230.640625
	Iteration 4Q: 3 clusters Score -986040.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -986093.500000 Penalty: 4230.640625
	Iteration 5Q: 3 clusters Score -986093.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -986151.312500 Penalty: 4230.640625
	Iteration 6Q: 3 clusters Score -986151.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -986197.812500 Penalty: 4230.640625
	Iteration 7Q: 3 clusters Score -986197.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -986244.125000 Penalty: 4230.640625
	Iteration 8Q: 3 clusters Score -986244.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -986305.375000 Penalty: 4230.640625
	Iteration 9Q: 3 clusters Score -986305.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -986374.500000 Penalty: 4230.640625
	Iteration 10Q: 3 clusters Score -986374.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -986442.250000 Penalty: 4230.640625
	Iteration 11Q: 3 clusters Score -986442.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -986524.750000 Penalty: 4230.640625
	Iteration 12Q: 3 clusters Score -986524.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -986636.562500 Penalty: 4230.640625
	Iteration 13Q: 3 clusters Score -986636.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -986784.375000 Penalty: 4230.640625
	Iteration 14Q: 3 clusters Score -986784.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -986990.062500 Penalty: 4230.640625
	Iteration 15Q: 3 clusters Score -986990.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -987213.687500 Penalty: 4230.640625
	Iteration 16Q: 3 clusters Score -987213.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -987406.250000 Penalty: 4230.640625
	Iteration 17Q: 3 clusters Score -987406.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -987566.937500 Penalty: 4230.640625
	Iteration 18Q: 3 clusters Score -987566.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -987704.812500 Penalty: 4230.640625
	Iteration 19Q: 3 clusters Score -987704.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -987846.750000 Penalty: 4230.640625
	Iteration 20F: 3 clusters Score -987846.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -987964.000000 Penalty: 4230.640625
	Iteration 21Q: 3 clusters Score -987964 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -988057.250000 Penalty: 4230.640625
	Iteration 22Q: 3 clusters Score -988057.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -988159.000000 Penalty: 4230.640625
	Iteration 23Q: 3 clusters Score -988159 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -988258.000000 Penalty: 4230.640625
	Iteration 24Q: 3 clusters Score -988258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -988347.937500 Penalty: 4230.640625
	Iteration 25Q: 3 clusters Score -988347.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -988427.312500 Penalty: 4230.640625
	Iteration 26Q: 3 clusters Score -988427.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -988506.750000 Penalty: 4230.640625
	Iteration 27Q: 3 clusters Score -988506.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -988566.062500 Penalty: 4230.640625
	Iteration 28Q: 3 clusters Score -988566.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -988597.437500 Penalty: 4230.640625
	Iteration 29Q: 3 clusters Score -988597.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -988612.937500 Penalty: 4230.640625
	Iteration 30Q: 3 clusters Score -988612.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -988623.625000 Penalty: 4230.640625
	Iteration 31Q: 3 clusters Score -988623.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -988634.500000 Penalty: 4230.640625
	Iteration 32Q: 3 clusters Score -988634.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -988641.500000 Penalty: 4230.640625
	Iteration 33Q: 3 clusters Score -988641.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -988646.625000 Penalty: 4230.640625
	Iteration 34Q: 3 clusters Score -988646.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -988650.250000 Penalty: 4230.640625
	Iteration 35Q: 3 clusters Score -988650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -988650.750000 Penalty: 4230.640625
	Iteration 36Q: 3 clusters Score -988650.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -988652.687500 Penalty: 4230.640625
	Iteration 37Q: 3 clusters Score -988652.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -988654.375000 Penalty: 4230.640625
	Iteration 38Q: 3 clusters Score -988654.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -988657.187500 Penalty: 4230.640625
	Iteration 39Q: 3 clusters Score -988657.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -988661.875000 Penalty: 4230.640625
	Iteration 40F: 3 clusters Score -988661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -988665.000000 Penalty: 4230.640625
	Iteration 41Q: 3 clusters Score -988665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -988667.437500 Penalty: 4230.640625
	Iteration 42Q: 3 clusters Score -988667.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -988667.562500 Penalty: 4230.640625
	Iteration 43Q: 3 clusters Score -988667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -988667.875000 Penalty: 4230.640625
	Iteration 44Q: 3 clusters Score -988667.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -988669.812500 Penalty: 4230.640625
	Iteration 45Q: 3 clusters Score -988669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -988669.875000 Penalty: 4230.640625
	Iteration 46Q: 3 clusters Score -988669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -988669.875000 Penalty: 4230.640625
	Iteration 47F: 3 clusters Score -988669.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -124154.445312 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -124154.4 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 386 members 
Entering Unmasked Estep 
Score: -122429.898438 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -122429.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -122809.085938 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -122809.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -123054.820312 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -123054.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -123240.664062 Penalty: 3299.179688
	Iteration 3F: 3 clusters Score -123240.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -123447.820312 Penalty: 3299.179688
	Iteration 4F: 3 clusters Score -123447.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -123608.937500 Penalty: 3299.179688
	Iteration 5F: 3 clusters Score -123608.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -123699.679688 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -123699.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -123750.265625 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -123750.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -123776.953125 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -123777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123788.265625 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -123788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123790.843750 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -123790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -123792.484375 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -123792.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -123792.484375 Penalty: 3299.179688
	Iteration 12F: 3 clusters Score -123792.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -68093.398438 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -68093.4 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 194 members 
Entering Unmasked Estep 
Score: -66657.812500 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -66657.81 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -66791.179688 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -66791.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -66826.312500 Penalty: 2961.745850
	Iteration 2Q: 3 clusters Score -66826.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -66830.500000 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -66830.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66832.851562 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -66832.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66838.554688 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -66838.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -66842.703125 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -66842.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -66852.679688 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -66852.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66859.203125 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -66859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66861.046875 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -66861.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66867.585938 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -66867.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66870.734375 Penalty: 2961.745850
	Iteration 11Q: 3 clusters Score -66870.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66870.734375 Penalty: 2961.745850
	Iteration 12F: 3 clusters Score -66870.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -42439.226562 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -42439.23 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 159 members 
Entering Unmasked Estep 
Score: -41294.851562 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -41294.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41489.574219 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -41489.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41597.292969 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -41597.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41688.050781 Penalty: 2824.091309
	Iteration 3F: 3 clusters Score -41688.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41739.582031 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -41739.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -41779.628906 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -41779.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -41799.785156 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -41799.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -41815.445312 Penalty: 2824.091309
	Iteration 7Q: 3 clusters Score -41815.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41849.292969 Penalty: 2824.091309
	Iteration 8Q: 3 clusters Score -41849.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -41886.062500 Penalty: 2824.091309
	Iteration 9Q: 3 clusters Score -41886.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -41909.007812 Penalty: 2824.091309
	Iteration 10Q: 3 clusters Score -41909.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -41923.320312 Penalty: 2824.091309
	Iteration 11Q: 3 clusters Score -41923.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -41934.550781 Penalty: 2824.091309
	Iteration 12Q: 3 clusters Score -41934.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -41950.550781 Penalty: 2824.091309
	Iteration 13Q: 3 clusters Score -41950.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -41952.035156 Penalty: 2824.091309
	Iteration 14F: 3 clusters Score -41952.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -41956.941406 Penalty: 2824.091309
	Iteration 15Q: 3 clusters Score -41956.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -41963.101562 Penalty: 2824.091309
	Iteration 16Q: 3 clusters Score -41963.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -41963.101562 Penalty: 2824.091309
	Iteration 17F: 3 clusters Score -41963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Entering Unmasked Estep 
Score: -313449.375000 Penalty: 1860.268311
	Iteration 0F: 2 clusters Score -313449.4 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 925 members 
Entering Unmasked Estep 
Score: -310971.531250 Penalty: 3720.536621
	Iteration 0F: 3 clusters Score -310971.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -311595.687500 Penalty: 3720.536621
	Iteration 1F: 3 clusters Score -311595.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -312015.375000 Penalty: 3720.536621
	Iteration 2F: 3 clusters Score -312015.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -312346.781250 Penalty: 3720.536621
	Iteration 3F: 3 clusters Score -312346.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -312508.656250 Penalty: 3720.536621
	Iteration 4F: 3 clusters Score -312508.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -312589.125000 Penalty: 3720.536621
	Iteration 5Q: 3 clusters Score -312589.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -312634.250000 Penalty: 3720.536621
	Iteration 6Q: 3 clusters Score -312634.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -312653.781250 Penalty: 3720.536621
	Iteration 7Q: 3 clusters Score -312653.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -312661.500000 Penalty: 3720.536621
	Iteration 8Q: 3 clusters Score -312661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -312666.000000 Penalty: 3720.536621
	Iteration 9Q: 3 clusters Score -312666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -312667.718750 Penalty: 3720.536621
	Iteration 10Q: 3 clusters Score -312667.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -312668.875000 Penalty: 3720.536621
	Iteration 11Q: 3 clusters Score -312668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -312670.187500 Penalty: 3720.536621
	Iteration 12Q: 3 clusters Score -312670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -312671.312500 Penalty: 3720.536621
	Iteration 13Q: 3 clusters Score -312671.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -312672.718750 Penalty: 3720.536621
	Iteration 14Q: 3 clusters Score -312672.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -312674.000000 Penalty: 3720.536621
	Iteration 15Q: 3 clusters Score -312674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -312675.375000 Penalty: 3720.536621
	Iteration 16Q: 3 clusters Score -312675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -312677.875000 Penalty: 3720.536621
	Iteration 17Q: 3 clusters Score -312677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -312678.750000 Penalty: 3720.536621
	Iteration 18Q: 3 clusters Score -312678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -312679.937500 Penalty: 3720.536621
	Iteration 19Q: 3 clusters Score -312679.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -312679.937500 Penalty: 3720.536621
	Iteration 20F: 3 clusters Score -312679.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -131894.421875 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -131894.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -130176.250000 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -130176.2 nChanged 162
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: -130435.632812 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -130435.6 nChanged 59
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: -130570.890625 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -130570.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -130700.335938 Penalty: 3279.572266
	Iteration 3F: 3 clusters Score -130700.3 nChanged 38
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: -130822.515625 Penalty: 3279.572266
	Iteration 4F: 3 clusters Score -130822.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -131068.890625 Penalty: 3279.572266
	Iteration 5F: 3 clusters Score -131068.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -131294.734375 Penalty: 3279.572266
	Iteration 6F: 3 clusters Score -131294.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -131411.062500 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -131411.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131488.015625 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -131488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131584.828125 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -131584.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131629.765625 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -131629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -131645.078125 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -131645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -131651.562500 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -131651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -131664.859375 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -131664.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -131666.781250 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -131666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -131668.453125 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -131668.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -131671.390625 Penalty: 3279.572266
	Iteration 16F: 3 clusters Score -131671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -131682.843750 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -131682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -131683.750000 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -131683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -131683.750000 Penalty: 3279.572266
	Iteration 19F: 3 clusters Score -131683.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Entering Unmasked Estep 
Score: -1083757.875000 Penalty: 2140.812012
	Iteration 0F: 2 clusters Score -1083758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1078814.875000 Penalty: 4281.624023
	Iteration 0F: 3 clusters Score -1078815 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1080104.125000 Penalty: 4281.624023
	Iteration 1F: 3 clusters Score -1080104 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1080426.750000 Penalty: 4281.624023
	Iteration 2F: 3 clusters Score -1080427 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1080696.250000 Penalty: 4281.624023
	Iteration 3F: 3 clusters Score -1080696 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1080984.750000 Penalty: 4281.624023
	Iteration 4F: 3 clusters Score -1080985 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1081249.250000 Penalty: 4281.624023
	Iteration 5F: 3 clusters Score -1081249 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1081473.125000 Penalty: 4281.624023
	Iteration 6Q: 3 clusters Score -1081473 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1081652.750000 Penalty: 4281.624023
	Iteration 7Q: 3 clusters Score -1081653 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1081793.250000 Penalty: 4281.624023
	Iteration 8Q: 3 clusters Score -1081793 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1081918.500000 Penalty: 4281.624023
	Iteration 9Q: 3 clusters Score -1081918 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1082014.250000 Penalty: 4281.624023
	Iteration 10Q: 3 clusters Score -1082014 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1082076.500000 Penalty: 4281.624023
	Iteration 11Q: 3 clusters Score -1082076 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1082135.250000 Penalty: 4281.624023
	Iteration 12Q: 3 clusters Score -1082135 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1082176.875000 Penalty: 4281.624023
	Iteration 13Q: 3 clusters Score -1082177 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1082210.875000 Penalty: 4281.624023
	Iteration 14Q: 3 clusters Score -1082211 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1082230.250000 Penalty: 4281.624023
	Iteration 15Q: 3 clusters Score -1082230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1082247.500000 Penalty: 4281.624023
	Iteration 16Q: 3 clusters Score -1082248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1082261.500000 Penalty: 4281.624023
	Iteration 17Q: 3 clusters Score -1082262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1082271.875000 Penalty: 4281.624023
	Iteration 18Q: 3 clusters Score -1082272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1082279.250000 Penalty: 4281.624023
	Iteration 19Q: 3 clusters Score -1082279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1082286.875000 Penalty: 4281.624023
	Iteration 20F: 3 clusters Score -1082287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1082296.000000 Penalty: 4281.624023
	Iteration 21Q: 3 clusters Score -1082296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1082303.875000 Penalty: 4281.624023
	Iteration 22Q: 3 clusters Score -1082304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1082310.875000 Penalty: 4281.624023
	Iteration 23Q: 3 clusters Score -1082311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1082323.375000 Penalty: 4281.624023
	Iteration 24Q: 3 clusters Score -1082323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1082329.375000 Penalty: 4281.624023
	Iteration 25Q: 3 clusters Score -1082329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1082336.250000 Penalty: 4281.624023
	Iteration 26Q: 3 clusters Score -1082336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1082339.750000 Penalty: 4281.624023
	Iteration 27Q: 3 clusters Score -1082340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1082341.625000 Penalty: 4281.624023
	Iteration 28Q: 3 clusters Score -1082342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1082347.750000 Penalty: 4281.624023
	Iteration 29Q: 3 clusters Score -1082348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1082353.000000 Penalty: 4281.624023
	Iteration 30Q: 3 clusters Score -1082353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1082356.250000 Penalty: 4281.624023
	Iteration 31Q: 3 clusters Score -1082356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1082362.375000 Penalty: 4281.624023
	Iteration 32Q: 3 clusters Score -1082362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1082364.750000 Penalty: 4281.624023
	Iteration 33Q: 3 clusters Score -1082365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1082369.250000 Penalty: 4281.624023
	Iteration 34Q: 3 clusters Score -1082369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1082371.500000 Penalty: 4281.624023
	Iteration 35Q: 3 clusters Score -1082372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1082377.125000 Penalty: 4281.624023
	Iteration 36Q: 3 clusters Score -1082377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1082378.750000 Penalty: 4281.624023
	Iteration 37Q: 3 clusters Score -1082379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1082383.000000 Penalty: 4281.624023
	Iteration 38Q: 3 clusters Score -1082383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1082382.000000 Penalty: 4281.624023
	Iteration 39Q: 3 clusters Score -1082382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1082387.000000 Penalty: 4281.624023
	Iteration 40F: 3 clusters Score -1082387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1082387.250000 Penalty: 4281.624023
	Iteration 41Q: 3 clusters Score -1082387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1082389.375000 Penalty: 4281.624023
	Iteration 42Q: 3 clusters Score -1082389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1082392.000000 Penalty: 4281.624023
	Iteration 43Q: 3 clusters Score -1082392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1082395.500000 Penalty: 4281.624023
	Iteration 44Q: 3 clusters Score -1082396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1082396.875000 Penalty: 4281.624023
	Iteration 45Q: 3 clusters Score -1082397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1082402.875000 Penalty: 4281.624023
	Iteration 46Q: 3 clusters Score -1082403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1082404.125000 Penalty: 4281.624023
	Iteration 47Q: 3 clusters Score -1082404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1082408.625000 Penalty: 4281.624023
	Iteration 48Q: 3 clusters Score -1082409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1082409.250000 Penalty: 4281.624023
	Iteration 49Q: 3 clusters Score -1082409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1082414.125000 Penalty: 4281.624023
	Iteration 50Q: 3 clusters Score -1082414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1082413.500000 Penalty: 4281.624023
	Iteration 51Q: 3 clusters Score -1082414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1082417.375000 Penalty: 4281.624023
	Iteration 52Q: 3 clusters Score -1082417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1082421.625000 Penalty: 4281.624023
	Iteration 53Q: 3 clusters Score -1082422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1082427.250000 Penalty: 4281.624023
	Iteration 54Q: 3 clusters Score -1082427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1082432.750000 Penalty: 4281.624023
	Iteration 55Q: 3 clusters Score -1082433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1082438.875000 Penalty: 4281.624023
	Iteration 56Q: 3 clusters Score -1082439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1082444.000000 Penalty: 4281.624023
	Iteration 57Q: 3 clusters Score -1082444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1082449.000000 Penalty: 4281.624023
	Iteration 58Q: 3 clusters Score -1082449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1082451.750000 Penalty: 4281.624023
	Iteration 59Q: 3 clusters Score -1082452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1082457.750000 Penalty: 4281.624023
	Iteration 60F: 3 clusters Score -1082458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1082461.500000 Penalty: 4281.624023
	Iteration 61Q: 3 clusters Score -1082462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1082462.125000 Penalty: 4281.624023
	Iteration 62Q: 3 clusters Score -1082462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1082465.250000 Penalty: 4281.624023
	Iteration 63Q: 3 clusters Score -1082465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1082463.250000 Penalty: 4281.624023
	Iteration 64Q: 3 clusters Score -1082463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1082463.125000 Penalty: 4281.624023
	Iteration 65Q: 3 clusters Score -1082463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1082466.375000 Penalty: 4281.624023
	Iteration 66Q: 3 clusters Score -1082466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1082466.375000 Penalty: 4281.624023
	Iteration 67Q: 3 clusters Score -1082466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1082466.125000 Penalty: 4281.624023
	Iteration 68Q: 3 clusters Score -1082466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1082465.750000 Penalty: 4281.624023
	Iteration 69Q: 3 clusters Score -1082466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1082466.000000 Penalty: 4281.624023
	Iteration 70Q: 3 clusters Score -1082466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1082466.000000 Penalty: 4281.624023
	Iteration 71F: 3 clusters Score -1082466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1086029.625000 Penalty: 2128.950684
	Iteration 0F: 2 clusters Score -1086030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1081253.125000 Penalty: 4257.901367
	Iteration 0F: 3 clusters Score -1081253 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1082448.125000 Penalty: 4257.901367
	Iteration 1F: 3 clusters Score -1082448 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1082676.000000 Penalty: 4257.901367
	Iteration 2F: 3 clusters Score -1082676 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1082800.375000 Penalty: 4257.901367
	Iteration 3Q: 3 clusters Score -1082800 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1082868.625000 Penalty: 4257.901367
	Iteration 4Q: 3 clusters Score -1082869 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1082923.375000 Penalty: 4257.901367
	Iteration 5Q: 3 clusters Score -1082923 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1082960.500000 Penalty: 4257.901367
	Iteration 6Q: 3 clusters Score -1082960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1082990.750000 Penalty: 4257.901367
	Iteration 7Q: 3 clusters Score -1082991 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1083016.625000 Penalty: 4257.901367
	Iteration 8Q: 3 clusters Score -1083017 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1083035.000000 Penalty: 4257.901367
	Iteration 9Q: 3 clusters Score -1083035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1083048.625000 Penalty: 4257.901367
	Iteration 10Q: 3 clusters Score -1083049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1083063.375000 Penalty: 4257.901367
	Iteration 11Q: 3 clusters Score -1083063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1083073.000000 Penalty: 4257.901367
	Iteration 12Q: 3 clusters Score -1083073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1083077.625000 Penalty: 4257.901367
	Iteration 13Q: 3 clusters Score -1083078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1083081.250000 Penalty: 4257.901367
	Iteration 14Q: 3 clusters Score -1083081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1083082.250000 Penalty: 4257.901367
	Iteration 15Q: 3 clusters Score -1083082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1083082.500000 Penalty: 4257.901367
	Iteration 16Q: 3 clusters Score -1083082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1083085.625000 Penalty: 4257.901367
	Iteration 17Q: 3 clusters Score -1083086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1083090.250000 Penalty: 4257.901367
	Iteration 18Q: 3 clusters Score -1083090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1083090.625000 Penalty: 4257.901367
	Iteration 19Q: 3 clusters Score -1083091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1083091.500000 Penalty: 4257.901367
	Iteration 20F: 3 clusters Score -1083092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1083094.500000 Penalty: 4257.901367
	Iteration 21Q: 3 clusters Score -1083094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1083099.125000 Penalty: 4257.901367
	Iteration 22Q: 3 clusters Score -1083099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1083102.000000 Penalty: 4257.901367
	Iteration 23Q: 3 clusters Score -1083102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1083100.625000 Penalty: 4257.901367
	Iteration 24Q: 3 clusters Score -1083101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1083106.125000 Penalty: 4257.901367
	Iteration 25Q: 3 clusters Score -1083106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1083110.250000 Penalty: 4257.901367
	Iteration 26Q: 3 clusters Score -1083110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1083113.875000 Penalty: 4257.901367
	Iteration 27Q: 3 clusters Score -1083114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1083118.625000 Penalty: 4257.901367
	Iteration 28Q: 3 clusters Score -1083119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1083122.125000 Penalty: 4257.901367
	Iteration 29Q: 3 clusters Score -1083122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1083130.625000 Penalty: 4257.901367
	Iteration 30Q: 3 clusters Score -1083131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1083140.375000 Penalty: 4257.901367
	Iteration 31Q: 3 clusters Score -1083140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1083151.250000 Penalty: 4257.901367
	Iteration 32Q: 3 clusters Score -1083151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1083156.000000 Penalty: 4257.901367
	Iteration 33Q: 3 clusters Score -1083156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1083166.000000 Penalty: 4257.901367
	Iteration 34Q: 3 clusters Score -1083166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1083173.375000 Penalty: 4257.901367
	Iteration 35Q: 3 clusters Score -1083173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1083181.250000 Penalty: 4257.901367
	Iteration 36Q: 3 clusters Score -1083181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1083187.375000 Penalty: 4257.901367
	Iteration 37Q: 3 clusters Score -1083187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1083199.375000 Penalty: 4257.901367
	Iteration 38Q: 3 clusters Score -1083199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1083211.750000 Penalty: 4257.901367
	Iteration 39Q: 3 clusters Score -1083212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1083223.000000 Penalty: 4257.901367
	Iteration 40F: 3 clusters Score -1083223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1083232.375000 Penalty: 4257.901367
	Iteration 41Q: 3 clusters Score -1083232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1083240.375000 Penalty: 4257.901367
	Iteration 42Q: 3 clusters Score -1083240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1083250.000000 Penalty: 4257.901367
	Iteration 43Q: 3 clusters Score -1083250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1083261.000000 Penalty: 4257.901367
	Iteration 44Q: 3 clusters Score -1083261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1083277.750000 Penalty: 4257.901367
	Iteration 45Q: 3 clusters Score -1083278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1083298.875000 Penalty: 4257.901367
	Iteration 46Q: 3 clusters Score -1083299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1083318.875000 Penalty: 4257.901367
	Iteration 47Q: 3 clusters Score -1083319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1083332.500000 Penalty: 4257.901367
	Iteration 48Q: 3 clusters Score -1083332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1083343.625000 Penalty: 4257.901367
	Iteration 49Q: 3 clusters Score -1083344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1083361.750000 Penalty: 4257.901367
	Iteration 50Q: 3 clusters Score -1083362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1083380.500000 Penalty: 4257.901367
	Iteration 51Q: 3 clusters Score -1083380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1083404.125000 Penalty: 4257.901367
	Iteration 52Q: 3 clusters Score -1083404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1083430.500000 Penalty: 4257.901367
	Iteration 53Q: 3 clusters Score -1083430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1083467.125000 Penalty: 4257.901367
	Iteration 54Q: 3 clusters Score -1083467 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1083510.375000 Penalty: 4257.901367
	Iteration 55Q: 3 clusters Score -1083510 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1083556.500000 Penalty: 4257.901367
	Iteration 56Q: 3 clusters Score -1083556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1083589.625000 Penalty: 4257.901367
	Iteration 57Q: 3 clusters Score -1083590 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1083625.125000 Penalty: 4257.901367
	Iteration 58Q: 3 clusters Score -1083625 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1083656.750000 Penalty: 4257.901367
	Iteration 59Q: 3 clusters Score -1083657 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1083687.125000 Penalty: 4257.901367
	Iteration 60F: 3 clusters Score -1083687 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1083723.875000 Penalty: 4257.901367
	Iteration 61Q: 3 clusters Score -1083724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1083765.625000 Penalty: 4257.901367
	Iteration 62Q: 3 clusters Score -1083766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1083799.625000 Penalty: 4257.901367
	Iteration 63Q: 3 clusters Score -1083800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1083835.500000 Penalty: 4257.901367
	Iteration 64Q: 3 clusters Score -1083836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1083861.250000 Penalty: 4257.901367
	Iteration 65Q: 3 clusters Score -1083861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1083895.250000 Penalty: 4257.901367
	Iteration 66Q: 3 clusters Score -1083895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1083923.375000 Penalty: 4257.901367
	Iteration 67Q: 3 clusters Score -1083923 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1083953.250000 Penalty: 4257.901367
	Iteration 68Q: 3 clusters Score -1083953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1083977.500000 Penalty: 4257.901367
	Iteration 69Q: 3 clusters Score -1083978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1083995.500000 Penalty: 4257.901367
	Iteration 70Q: 3 clusters Score -1083996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1084011.625000 Penalty: 4257.901367
	Iteration 71Q: 3 clusters Score -1084012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1084022.875000 Penalty: 4257.901367
	Iteration 72Q: 3 clusters Score -1084023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1084031.375000 Penalty: 4257.901367
	Iteration 73Q: 3 clusters Score -1084031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1084031.750000 Penalty: 4257.901367
	Iteration 74Q: 3 clusters Score -1084032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1084034.500000 Penalty: 4257.901367
	Iteration 75Q: 3 clusters Score -1084034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1084040.125000 Penalty: 4257.901367
	Iteration 76Q: 3 clusters Score -1084040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1084045.000000 Penalty: 4257.901367
	Iteration 77Q: 3 clusters Score -1084045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1084047.875000 Penalty: 4257.901367
	Iteration 78Q: 3 clusters Score -1084048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1084051.125000 Penalty: 4257.901367
	Iteration 79Q: 3 clusters Score -1084051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1084054.375000 Penalty: 4257.901367
	Iteration 80F: 3 clusters Score -1084054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1084060.500000 Penalty: 4257.901367
	Iteration 81Q: 3 clusters Score -1084060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1084066.000000 Penalty: 4257.901367
	Iteration 82Q: 3 clusters Score -1084066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1084073.250000 Penalty: 4257.901367
	Iteration 83Q: 3 clusters Score -1084073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1084082.125000 Penalty: 4257.901367
	Iteration 84Q: 3 clusters Score -1084082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1084091.875000 Penalty: 4257.901367
	Iteration 85Q: 3 clusters Score -1084092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1084100.875000 Penalty: 4257.901367
	Iteration 86Q: 3 clusters Score -1084101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1084110.500000 Penalty: 4257.901367
	Iteration 87Q: 3 clusters Score -1084110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1084118.250000 Penalty: 4257.901367
	Iteration 88Q: 3 clusters Score -1084118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1084121.500000 Penalty: 4257.901367
	Iteration 89Q: 3 clusters Score -1084122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1084125.500000 Penalty: 4257.901367
	Iteration 90Q: 3 clusters Score -1084126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1084126.500000 Penalty: 4257.901367
	Iteration 91Q: 3 clusters Score -1084126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1084129.125000 Penalty: 4257.901367
	Iteration 92Q: 3 clusters Score -1084129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1084137.625000 Penalty: 4257.901367
	Iteration 93Q: 3 clusters Score -1084138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1084144.375000 Penalty: 4257.901367
	Iteration 94Q: 3 clusters Score -1084144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1084148.000000 Penalty: 4257.901367
	Iteration 95Q: 3 clusters Score -1084148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1084153.375000 Penalty: 4257.901367
	Iteration 96Q: 3 clusters Score -1084153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1084158.750000 Penalty: 4257.901367
	Iteration 97Q: 3 clusters Score -1084159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1084160.125000 Penalty: 4257.901367
	Iteration 98Q: 3 clusters Score -1084160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1084160.125000 Penalty: 4257.901367
	Iteration 99F: 3 clusters Score -1084160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Entering Unmasked Estep 
Score: -5905917.000000 Penalty: 2556.421631
	Iteration 0F: 2 clusters Score -5905917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -5887154.000000 Penalty: 5112.843262
	Iteration 0F: 3 clusters Score -5887154 nChanged 13475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -5894357.000000 Penalty: 5112.843262
	Iteration 1F: 3 clusters Score -5894357 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -5894805.500000 Penalty: 5112.843262
	Iteration 2Q: 3 clusters Score -5894806 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -5895213.500000 Penalty: 5112.843262
	Iteration 3Q: 3 clusters Score -5895214 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -5895551.000000 Penalty: 5112.843262
	Iteration 4Q: 3 clusters Score -5895551 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -5895876.500000 Penalty: 5112.843262
	Iteration 5Q: 3 clusters Score -5895876 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -5896172.500000 Penalty: 5112.843262
	Iteration 6Q: 3 clusters Score -5896172 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -5896520.500000 Penalty: 5112.843262
	Iteration 7Q: 3 clusters Score -5896520 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -5896919.500000 Penalty: 5112.843262
	Iteration 8Q: 3 clusters Score -5896920 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -5897488.500000 Penalty: 5112.843262
	Iteration 9Q: 3 clusters Score -5897488 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -5898174.500000 Penalty: 5112.843262
	Iteration 10Q: 3 clusters Score -5898174 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -5899012.000000 Penalty: 5112.843262
	Iteration 11Q: 3 clusters Score -5899012 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -5899986.500000 Penalty: 5112.843262
	Iteration 12Q: 3 clusters Score -5899986 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -5901067.500000 Penalty: 5112.843262
	Iteration 13Q: 3 clusters Score -5901068 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -5902081.000000 Penalty: 5112.843262
	Iteration 14Q: 3 clusters Score -5902081 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -5902739.500000 Penalty: 5112.843262
	Iteration 15Q: 3 clusters Score -5902740 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -5903135.000000 Penalty: 5112.843262
	Iteration 16Q: 3 clusters Score -5903135 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -5903486.000000 Penalty: 5112.843262
	Iteration 17Q: 3 clusters Score -5903486 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -5903686.500000 Penalty: 5112.843262
	Iteration 18Q: 3 clusters Score -5903686 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -5903984.000000 Penalty: 5112.843262
	Iteration 19Q: 3 clusters Score -5903984 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -5904259.000000 Penalty: 5112.843262
	Iteration 20F: 3 clusters Score -5904259 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -5904404.500000 Penalty: 5112.843262
	Iteration 21Q: 3 clusters Score -5904404 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -5904576.500000 Penalty: 5112.843262
	Iteration 22Q: 3 clusters Score -5904576 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -5904700.500000 Penalty: 5112.843262
	Iteration 23Q: 3 clusters Score -5904700 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -5904753.000000 Penalty: 5112.843262
	Iteration 24Q: 3 clusters Score -5904753 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -5904806.500000 Penalty: 5112.843262
	Iteration 25Q: 3 clusters Score -5904806 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -5904770.500000 Penalty: 5112.843262
	Iteration 26Q: 3 clusters Score -5904770 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -5904762.000000 Penalty: 5112.843262
	Iteration 27Q: 3 clusters Score -5904762 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -5904794.000000 Penalty: 5112.843262
	Iteration 28Q: 3 clusters Score -5904794 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -5904804.000000 Penalty: 5112.843262
	Iteration 29Q: 3 clusters Score -5904804 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -5904835.500000 Penalty: 5112.843262
	Iteration 30Q: 3 clusters Score -5904836 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -5904851.000000 Penalty: 5112.843262
	Iteration 31Q: 3 clusters Score -5904851 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -5904875.000000 Penalty: 5112.843262
	Iteration 32Q: 3 clusters Score -5904875 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -5904903.000000 Penalty: 5112.843262
	Iteration 33Q: 3 clusters Score -5904903 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -5904892.500000 Penalty: 5112.843262
	Iteration 34Q: 3 clusters Score -5904892 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -5904900.500000 Penalty: 5112.843262
	Iteration 35Q: 3 clusters Score -5904900 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -5904897.000000 Penalty: 5112.843262
	Iteration 36Q: 3 clusters Score -5904897 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -5904910.500000 Penalty: 5112.843262
	Iteration 37Q: 3 clusters Score -5904910 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -5904952.000000 Penalty: 5112.843262
	Iteration 38Q: 3 clusters Score -5904952 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -5904963.500000 Penalty: 5112.843262
	Iteration 39Q: 3 clusters Score -5904964 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -5904955.500000 Penalty: 5112.843262
	Iteration 40F: 3 clusters Score -5904956 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -5904926.000000 Penalty: 5112.843262
	Iteration 41Q: 3 clusters Score -5904926 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -5904924.500000 Penalty: 5112.843262
	Iteration 42Q: 3 clusters Score -5904924 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -5904940.500000 Penalty: 5112.843262
	Iteration 43Q: 3 clusters Score -5904940 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -5904929.000000 Penalty: 5112.843262
	Iteration 44Q: 3 clusters Score -5904929 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -5904913.000000 Penalty: 5112.843262
	Iteration 45Q: 3 clusters Score -5904913 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -5904905.500000 Penalty: 5112.843262
	Iteration 46Q: 3 clusters Score -5904906 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -5904904.500000 Penalty: 5112.843262
	Iteration 47Q: 3 clusters Score -5904904 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -5904904.000000 Penalty: 5112.843262
	Iteration 48Q: 3 clusters Score -5904904 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -5904893.500000 Penalty: 5112.843262
	Iteration 49Q: 3 clusters Score -5904894 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -5904906.000000 Penalty: 5112.843262
	Iteration 50Q: 3 clusters Score -5904906 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -5904917.500000 Penalty: 5112.843262
	Iteration 51Q: 3 clusters Score -5904918 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -5904929.500000 Penalty: 5112.843262
	Iteration 52Q: 3 clusters Score -5904930 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -5904938.500000 Penalty: 5112.843262
	Iteration 53Q: 3 clusters Score -5904938 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -5904957.000000 Penalty: 5112.843262
	Iteration 54Q: 3 clusters Score -5904957 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -5904959.000000 Penalty: 5112.843262
	Iteration 55Q: 3 clusters Score -5904959 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -5904951.500000 Penalty: 5112.843262
	Iteration 56Q: 3 clusters Score -5904952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -5904964.500000 Penalty: 5112.843262
	Iteration 57Q: 3 clusters Score -5904964 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -5904960.000000 Penalty: 5112.843262
	Iteration 58Q: 3 clusters Score -5904960 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -5904924.000000 Penalty: 5112.843262
	Iteration 59Q: 3 clusters Score -5904924 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5904882.500000 Penalty: 5112.843262
	Iteration 60F: 3 clusters Score -5904882 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -5904827.000000 Penalty: 5112.843262
	Iteration 61Q: 3 clusters Score -5904827 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -5904758.000000 Penalty: 5112.843262
	Iteration 62Q: 3 clusters Score -5904758 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -5904723.000000 Penalty: 5112.843262
	Iteration 63Q: 3 clusters Score -5904723 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -5904700.500000 Penalty: 5112.843262
	Iteration 64Q: 3 clusters Score -5904700 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -5904662.000000 Penalty: 5112.843262
	Iteration 65Q: 3 clusters Score -5904662 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -5904579.500000 Penalty: 5112.843262
	Iteration 66Q: 3 clusters Score -5904580 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -5904529.500000 Penalty: 5112.843262
	Iteration 67Q: 3 clusters Score -5904530 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -5904469.500000 Penalty: 5112.843262
	Iteration 68Q: 3 clusters Score -5904470 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -5904387.000000 Penalty: 5112.843262
	Iteration 69Q: 3 clusters Score -5904387 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -5904338.000000 Penalty: 5112.843262
	Iteration 70Q: 3 clusters Score -5904338 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -5904233.500000 Penalty: 5112.843262
	Iteration 71Q: 3 clusters Score -5904234 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -5904191.500000 Penalty: 5112.843262
	Iteration 72Q: 3 clusters Score -5904192 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -5904081.000000 Penalty: 5112.843262
	Iteration 73Q: 3 clusters Score -5904081 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -5904006.000000 Penalty: 5112.843262
	Iteration 74Q: 3 clusters Score -5904006 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -5903862.500000 Penalty: 5112.843262
	Iteration 75Q: 3 clusters Score -5903862 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -5903749.500000 Penalty: 5112.843262
	Iteration 76Q: 3 clusters Score -5903750 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -5903647.500000 Penalty: 5112.843262
	Iteration 77Q: 3 clusters Score -5903648 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -5903694.500000 Penalty: 5112.843262
	Iteration 78Q: 3 clusters Score -5903694 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -5903751.000000 Penalty: 5112.843262
	Iteration 79Q: 3 clusters Score -5903751 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -5903844.500000 Penalty: 5112.843262
	Iteration 80F: 3 clusters Score -5903844 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -5903882.000000 Penalty: 5112.843262
	Iteration 81Q: 3 clusters Score -5903882 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -5903883.500000 Penalty: 5112.843262
	Iteration 82Q: 3 clusters Score -5903884 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -5903899.000000 Penalty: 5112.843262
	Iteration 83Q: 3 clusters Score -5903899 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -5903906.000000 Penalty: 5112.843262
	Iteration 84Q: 3 clusters Score -5903906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -5903904.000000 Penalty: 5112.843262
	Iteration 85Q: 3 clusters Score -5903904 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -5903881.000000 Penalty: 5112.843262
	Iteration 86Q: 3 clusters Score -5903881 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -5903882.000000 Penalty: 5112.843262
	Iteration 87Q: 3 clusters Score -5903882 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5903901.000000 Penalty: 5112.843262
	Iteration 88Q: 3 clusters Score -5903901 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -5903939.000000 Penalty: 5112.843262
	Iteration 89Q: 3 clusters Score -5903939 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -5903928.500000 Penalty: 5112.843262
	Iteration 90Q: 3 clusters Score -5903928 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -5903934.500000 Penalty: 5112.843262
	Iteration 91Q: 3 clusters Score -5903934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -5903931.000000 Penalty: 5112.843262
	Iteration 92Q: 3 clusters Score -5903931 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -5903919.500000 Penalty: 5112.843262
	Iteration 93Q: 3 clusters Score -5903920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -5903924.500000 Penalty: 5112.843262
	Iteration 94Q: 3 clusters Score -5903924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -5903918.000000 Penalty: 5112.843262
	Iteration 95Q: 3 clusters Score -5903918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -5903919.500000 Penalty: 5112.843262
	Iteration 96Q: 3 clusters Score -5903920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -5903901.000000 Penalty: 5112.843262
	Iteration 97Q: 3 clusters Score -5903901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -5903895.000000 Penalty: 5112.843262
	Iteration 98Q: 3 clusters Score -5903895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -5903899.000000 Penalty: 5112.843262
	Iteration 99Q: 3 clusters Score -5903899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -5903887.500000 Penalty: 5112.843262
	Iteration 100F: 3 clusters Score -5903888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -5903900.000000 Penalty: 5112.843262
	Iteration 101Q: 3 clusters Score -5903900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -5903904.500000 Penalty: 5112.843262
	Iteration 102Q: 3 clusters Score -5903904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -5903916.500000 Penalty: 5112.843262
	Iteration 103Q: 3 clusters Score -5903916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -5903903.000000 Penalty: 5112.843262
	Iteration 104Q: 3 clusters Score -5903903 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5903887.500000 Penalty: 5112.843262
	Iteration 105Q: 3 clusters Score -5903888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -5903876.500000 Penalty: 5112.843262
	Iteration 106Q: 3 clusters Score -5903876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -5903887.000000 Penalty: 5112.843262
	Iteration 107Q: 3 clusters Score -5903887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -5903896.000000 Penalty: 5112.843262
	Iteration 108Q: 3 clusters Score -5903896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -5903907.000000 Penalty: 5112.843262
	Iteration 109Q: 3 clusters Score -5903907 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -5903909.000000 Penalty: 5112.843262
	Iteration 110Q: 3 clusters Score -5903909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -5903917.000000 Penalty: 5112.843262
	Iteration 111Q: 3 clusters Score -5903917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -5903907.500000 Penalty: 5112.843262
	Iteration 112Q: 3 clusters Score -5903908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -5903926.500000 Penalty: 5112.843262
	Iteration 113Q: 3 clusters Score -5903926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -5903944.000000 Penalty: 5112.843262
	Iteration 114Q: 3 clusters Score -5903944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -5903944.500000 Penalty: 5112.843262
	Iteration 115Q: 3 clusters Score -5903944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -5903953.500000 Penalty: 5112.843262
	Iteration 116Q: 3 clusters Score -5903954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -5903965.500000 Penalty: 5112.843262
	Iteration 117Q: 3 clusters Score -5903966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -5903979.500000 Penalty: 5112.843262
	Iteration 118Q: 3 clusters Score -5903980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -5903985.500000 Penalty: 5112.843262
	Iteration 119Q: 3 clusters Score -5903986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -5904005.000000 Penalty: 5112.843262
	Iteration 120F: 3 clusters Score -5904005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -5903992.000000 Penalty: 5112.843262
	Iteration 121Q: 3 clusters Score -5903992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -5903984.000000 Penalty: 5112.843262
	Iteration 122Q: 3 clusters Score -5903984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -5904001.500000 Penalty: 5112.843262
	Iteration 123Q: 3 clusters Score -5904002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -5903998.000000 Penalty: 5112.843262
	Iteration 124Q: 3 clusters Score -5903998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -5903995.500000 Penalty: 5112.843262
	Iteration 125Q: 3 clusters Score -5903996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -5904010.500000 Penalty: 5112.843262
	Iteration 126Q: 3 clusters Score -5904010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -5904009.000000 Penalty: 5112.843262
	Iteration 127Q: 3 clusters Score -5904009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -5904018.500000 Penalty: 5112.843262
	Iteration 128Q: 3 clusters Score -5904018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -5904015.500000 Penalty: 5112.843262
	Iteration 129Q: 3 clusters Score -5904016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -5904007.000000 Penalty: 5112.843262
	Iteration 130Q: 3 clusters Score -5904007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -5903999.000000 Penalty: 5112.843262
	Iteration 131Q: 3 clusters Score -5903999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -5904001.500000 Penalty: 5112.843262
	Iteration 132Q: 3 clusters Score -5904002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -5904000.500000 Penalty: 5112.843262
	Iteration 133Q: 3 clusters Score -5904000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -5903996.500000 Penalty: 5112.843262
	Iteration 134Q: 3 clusters Score -5903996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -5904000.000000 Penalty: 5112.843262
	Iteration 135Q: 3 clusters Score -5904000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -5904002.500000 Penalty: 5112.843262
	Iteration 136Q: 3 clusters Score -5904002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -5904000.500000 Penalty: 5112.843262
	Iteration 137Q: 3 clusters Score -5904000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -5903998.500000 Penalty: 5112.843262
	Iteration 138Q: 3 clusters Score -5903998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -5904005.500000 Penalty: 5112.843262
	Iteration 139Q: 3 clusters Score -5904006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -5904005.000000 Penalty: 5112.843262
	Iteration 140F: 3 clusters Score -5904005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -5904011.000000 Penalty: 5112.843262
	Iteration 141Q: 3 clusters Score -5904011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -5904005.500000 Penalty: 5112.843262
	Iteration 142Q: 3 clusters Score -5904006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -5904009.500000 Penalty: 5112.843262
	Iteration 143Q: 3 clusters Score -5904010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -5904006.000000 Penalty: 5112.843262
	Iteration 144Q: 3 clusters Score -5904006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -5904013.500000 Penalty: 5112.843262
	Iteration 145Q: 3 clusters Score -5904014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -5904019.500000 Penalty: 5112.843262
	Iteration 146Q: 3 clusters Score -5904020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -5904013.000000 Penalty: 5112.843262
	Iteration 147Q: 3 clusters Score -5904013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5904016.500000 Penalty: 5112.843262
	Iteration 148Q: 3 clusters Score -5904016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -5904015.000000 Penalty: 5112.843262
	Iteration 149Q: 3 clusters Score -5904015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -5904023.500000 Penalty: 5112.843262
	Iteration 150Q: 3 clusters Score -5904024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -5904016.500000 Penalty: 5112.843262
	Iteration 151Q: 3 clusters Score -5904016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -5904023.500000 Penalty: 5112.843262
	Iteration 152Q: 3 clusters Score -5904024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -5904028.500000 Penalty: 5112.843262
	Iteration 153Q: 3 clusters Score -5904028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -5904030.500000 Penalty: 5112.843262
	Iteration 154Q: 3 clusters Score -5904030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -5904029.500000 Penalty: 5112.843262
	Iteration 155Q: 3 clusters Score -5904030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -5904027.500000 Penalty: 5112.843262
	Iteration 156Q: 3 clusters Score -5904028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -5904031.500000 Penalty: 5112.843262
	Iteration 157Q: 3 clusters Score -5904032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -5904038.000000 Penalty: 5112.843262
	Iteration 158Q: 3 clusters Score -5904038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -5904032.500000 Penalty: 5112.843262
	Iteration 159Q: 3 clusters Score -5904032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -5904031.500000 Penalty: 5112.843262
	Iteration 160F: 3 clusters Score -5904032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -37145.773438 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -37145.77 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 173 members 
Entering Unmasked Estep 
Score: -36017.597656 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -36017.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36240.730469 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -36240.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36302.570312 Penalty: 2888.230713
	Iteration 2Q: 3 clusters Score -36302.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36365.664062 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -36365.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36425.277344 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -36425.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36444.433594 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -36444.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36473.562500 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -36473.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36491.527344 Penalty: 2888.230713
	Iteration 7Q: 3 clusters Score -36491.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36499.398438 Penalty: 2888.230713
	Iteration 8Q: 3 clusters Score -36499.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36515.757812 Penalty: 2888.230713
	Iteration 9Q: 3 clusters Score -36515.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36527.578125 Penalty: 2888.230713
	Iteration 10Q: 3 clusters Score -36527.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36532.222656 Penalty: 2888.230713
	Iteration 11Q: 3 clusters Score -36532.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36534.816406 Penalty: 2888.230713
	Iteration 12F: 3 clusters Score -36534.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36554.402344 Penalty: 2888.230713
	Iteration 13Q: 3 clusters Score -36554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36567.464844 Penalty: 2888.230713
	Iteration 14Q: 3 clusters Score -36567.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36581.484375 Penalty: 2888.230713
	Iteration 15Q: 3 clusters Score -36581.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36581.484375 Penalty: 2888.230713
	Iteration 16F: 3 clusters Score -36581.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -61986.804688 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -61986.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60631.835938 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -60631.84 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60824.929688 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -60824.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60893.871094 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -60893.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60915.828125 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -60915.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -60930.582031 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -60930.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -60959.945312 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -60959.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -60980.097656 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -60980.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -61000.101562 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -61000.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -61022.535156 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -61022.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -61037.984375 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -61037.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -61067.234375 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -61067.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -61071.726562 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -61071.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -61077.300781 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -61077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -61077.300781 Penalty: 2993.598877
	Iteration 13F: 3 clusters Score -61077.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Entering Unmasked Estep 
Score: -3369642.250000 Penalty: 2394.891113
	Iteration 0F: 2 clusters Score -3369642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3359295.500000 Penalty: 4789.782227
	Iteration 0F: 3 clusters Score -3359296 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3362734.250000 Penalty: 4789.782227
	Iteration 1F: 3 clusters Score -3362734 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -3363114.250000 Penalty: 4789.782227
	Iteration 2F: 3 clusters Score -3363114 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -3363373.750000 Penalty: 4789.782227
	Iteration 3Q: 3 clusters Score -3363374 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3363583.000000 Penalty: 4789.782227
	Iteration 4Q: 3 clusters Score -3363583 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3363788.750000 Penalty: 4789.782227
	Iteration 5Q: 3 clusters Score -3363789 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -3363969.250000 Penalty: 4789.782227
	Iteration 6Q: 3 clusters Score -3363969 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -3364140.250000 Penalty: 4789.782227
	Iteration 7Q: 3 clusters Score -3364140 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -3364363.750000 Penalty: 4789.782227
	Iteration 8Q: 3 clusters Score -3364364 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3364647.000000 Penalty: 4789.782227
	Iteration 9Q: 3 clusters Score -3364647 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3364892.250000 Penalty: 4789.782227
	Iteration 10Q: 3 clusters Score -3364892 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3365383.000000 Penalty: 4789.782227
	Iteration 11Q: 3 clusters Score -3365383 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3365888.000000 Penalty: 4789.782227
	Iteration 12Q: 3 clusters Score -3365888 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3366400.000000 Penalty: 4789.782227
	Iteration 13Q: 3 clusters Score -3366400 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3366792.250000 Penalty: 4789.782227
	Iteration 14Q: 3 clusters Score -3366792 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3367097.000000 Penalty: 4789.782227
	Iteration 15Q: 3 clusters Score -3367097 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3367260.250000 Penalty: 4789.782227
	Iteration 16Q: 3 clusters Score -3367260 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3367365.250000 Penalty: 4789.782227
	Iteration 17Q: 3 clusters Score -3367365 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3367420.250000 Penalty: 4789.782227
	Iteration 18Q: 3 clusters Score -3367420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3367457.750000 Penalty: 4789.782227
	Iteration 19Q: 3 clusters Score -3367458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3367483.750000 Penalty: 4789.782227
	Iteration 20F: 3 clusters Score -3367484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3367506.250000 Penalty: 4789.782227
	Iteration 21Q: 3 clusters Score -3367506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3367526.000000 Penalty: 4789.782227
	Iteration 22Q: 3 clusters Score -3367526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3367559.500000 Penalty: 4789.782227
	Iteration 23Q: 3 clusters Score -3367560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3367571.750000 Penalty: 4789.782227
	Iteration 24Q: 3 clusters Score -3367572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3367586.000000 Penalty: 4789.782227
	Iteration 25Q: 3 clusters Score -3367586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3367600.750000 Penalty: 4789.782227
	Iteration 26Q: 3 clusters Score -3367601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3367600.000000 Penalty: 4789.782227
	Iteration 27Q: 3 clusters Score -3367600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3367611.500000 Penalty: 4789.782227
	Iteration 28Q: 3 clusters Score -3367612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3367606.000000 Penalty: 4789.782227
	Iteration 29Q: 3 clusters Score -3367606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3367616.750000 Penalty: 4789.782227
	Iteration 30Q: 3 clusters Score -3367617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3367620.500000 Penalty: 4789.782227
	Iteration 31Q: 3 clusters Score -3367620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3367621.500000 Penalty: 4789.782227
	Iteration 32Q: 3 clusters Score -3367622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3367621.000000 Penalty: 4789.782227
	Iteration 33Q: 3 clusters Score -3367621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3367620.500000 Penalty: 4789.782227
	Iteration 34Q: 3 clusters Score -3367620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3367620.500000 Penalty: 4789.782227
	Iteration 35F: 3 clusters Score -3367620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -131776.906250 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -131776.9 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 364 members 
Entering Unmasked Estep 
Score: -130061.937500 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -130061.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -130338.750000 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -130338.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -130454.289062 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -130454.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -130502.570312 Penalty: 3277.568359
	Iteration 3Q: 3 clusters Score -130502.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -130542.085938 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -130542.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -130568.718750 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -130568.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -130592.984375 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -130593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -130609.945312 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -130609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -130630.195312 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -130630.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -130642.218750 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -130642.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -130658.851562 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -130658.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -130664.359375 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -130664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -130667.781250 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -130667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -130668.773438 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -130668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -130668.773438 Penalty: 3277.568359
	Iteration 14F: 3 clusters Score -130668.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Entering Unmasked Estep 
Score: -1619842.125000 Penalty: 2224.698730
	Iteration 0F: 2 clusters Score -1619842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1613538.500000 Penalty: 4449.397461
	Iteration 0F: 3 clusters Score -1613538 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1615247.750000 Penalty: 4449.397461
	Iteration 1F: 3 clusters Score -1615248 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1615538.625000 Penalty: 4449.397461
	Iteration 2F: 3 clusters Score -1615539 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1615758.500000 Penalty: 4449.397461
	Iteration 3F: 3 clusters Score -1615758 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1615905.625000 Penalty: 4449.397461
	Iteration 4Q: 3 clusters Score -1615906 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1616053.500000 Penalty: 4449.397461
	Iteration 5Q: 3 clusters Score -1616054 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1616195.250000 Penalty: 4449.397461
	Iteration 6Q: 3 clusters Score -1616195 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1616309.500000 Penalty: 4449.397461
	Iteration 7Q: 3 clusters Score -1616310 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1616430.250000 Penalty: 4449.397461
	Iteration 8Q: 3 clusters Score -1616430 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1616559.375000 Penalty: 4449.397461
	Iteration 9Q: 3 clusters Score -1616559 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1616692.625000 Penalty: 4449.397461
	Iteration 10Q: 3 clusters Score -1616693 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1616852.125000 Penalty: 4449.397461
	Iteration 11Q: 3 clusters Score -1616852 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1617037.500000 Penalty: 4449.397461
	Iteration 12Q: 3 clusters Score -1617038 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1617187.375000 Penalty: 4449.397461
	Iteration 13Q: 3 clusters Score -1617187 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1617320.250000 Penalty: 4449.397461
	Iteration 14Q: 3 clusters Score -1617320 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1617428.625000 Penalty: 4449.397461
	Iteration 15Q: 3 clusters Score -1617429 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1617519.000000 Penalty: 4449.397461
	Iteration 16Q: 3 clusters Score -1617519 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1617591.500000 Penalty: 4449.397461
	Iteration 17Q: 3 clusters Score -1617592 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1617635.875000 Penalty: 4449.397461
	Iteration 18Q: 3 clusters Score -1617636 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1617677.625000 Penalty: 4449.397461
	Iteration 19Q: 3 clusters Score -1617678 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1617699.750000 Penalty: 4449.397461
	Iteration 20F: 3 clusters Score -1617700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1617711.125000 Penalty: 4449.397461
	Iteration 21Q: 3 clusters Score -1617711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1617727.500000 Penalty: 4449.397461
	Iteration 22Q: 3 clusters Score -1617728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1617731.750000 Penalty: 4449.397461
	Iteration 23Q: 3 clusters Score -1617732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1617735.125000 Penalty: 4449.397461
	Iteration 24Q: 3 clusters Score -1617735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1617741.500000 Penalty: 4449.397461
	Iteration 25Q: 3 clusters Score -1617742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1617745.000000 Penalty: 4449.397461
	Iteration 26Q: 3 clusters Score -1617745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1617748.625000 Penalty: 4449.397461
	Iteration 27Q: 3 clusters Score -1617749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1617748.000000 Penalty: 4449.397461
	Iteration 28Q: 3 clusters Score -1617748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1617748.875000 Penalty: 4449.397461
	Iteration 29Q: 3 clusters Score -1617749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1617748.500000 Penalty: 4449.397461
	Iteration 30Q: 3 clusters Score -1617748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1617751.000000 Penalty: 4449.397461
	Iteration 31Q: 3 clusters Score -1617751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1617751.375000 Penalty: 4449.397461
	Iteration 32Q: 3 clusters Score -1617751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1617754.500000 Penalty: 4449.397461
	Iteration 33Q: 3 clusters Score -1617754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1617756.250000 Penalty: 4449.397461
	Iteration 34Q: 3 clusters Score -1617756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1617759.250000 Penalty: 4449.397461
	Iteration 35Q: 3 clusters Score -1617759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1617760.375000 Penalty: 4449.397461
	Iteration 36Q: 3 clusters Score -1617760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1617764.875000 Penalty: 4449.397461
	Iteration 37Q: 3 clusters Score -1617765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1617766.375000 Penalty: 4449.397461
	Iteration 38Q: 3 clusters Score -1617766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1617769.375000 Penalty: 4449.397461
	Iteration 39Q: 3 clusters Score -1617769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1617772.500000 Penalty: 4449.397461
	Iteration 40F: 3 clusters Score -1617772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1617779.125000 Penalty: 4449.397461
	Iteration 41Q: 3 clusters Score -1617779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1617782.250000 Penalty: 4449.397461
	Iteration 42Q: 3 clusters Score -1617782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1617782.750000 Penalty: 4449.397461
	Iteration 43Q: 3 clusters Score -1617783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1617784.000000 Penalty: 4449.397461
	Iteration 44Q: 3 clusters Score -1617784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1617783.375000 Penalty: 4449.397461
	Iteration 45Q: 3 clusters Score -1617783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1617787.875000 Penalty: 4449.397461
	Iteration 46Q: 3 clusters Score -1617788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1617791.750000 Penalty: 4449.397461
	Iteration 47Q: 3 clusters Score -1617792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1617795.500000 Penalty: 4449.397461
	Iteration 48Q: 3 clusters Score -1617796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1617794.875000 Penalty: 4449.397461
	Iteration 49Q: 3 clusters Score -1617795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1617795.125000 Penalty: 4449.397461
	Iteration 50Q: 3 clusters Score -1617795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1617791.875000 Penalty: 4449.397461
	Iteration 51Q: 3 clusters Score -1617792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1617797.000000 Penalty: 4449.397461
	Iteration 52Q: 3 clusters Score -1617797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1617800.000000 Penalty: 4449.397461
	Iteration 53Q: 3 clusters Score -1617800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1617802.500000 Penalty: 4449.397461
	Iteration 54Q: 3 clusters Score -1617802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1617803.625000 Penalty: 4449.397461
	Iteration 55Q: 3 clusters Score -1617804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1617804.625000 Penalty: 4449.397461
	Iteration 56Q: 3 clusters Score -1617805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1617806.250000 Penalty: 4449.397461
	Iteration 57Q: 3 clusters Score -1617806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1617805.000000 Penalty: 4449.397461
	Iteration 58Q: 3 clusters Score -1617805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1617805.000000 Penalty: 4449.397461
	Iteration 59Q: 3 clusters Score -1617805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1617805.875000 Penalty: 4449.397461
	Iteration 60F: 3 clusters Score -1617806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1617807.250000 Penalty: 4449.397461
	Iteration 61Q: 3 clusters Score -1617807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1617810.750000 Penalty: 4449.397461
	Iteration 62Q: 3 clusters Score -1617811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1617812.875000 Penalty: 4449.397461
	Iteration 63Q: 3 clusters Score -1617813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1617816.000000 Penalty: 4449.397461
	Iteration 64Q: 3 clusters Score -1617816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1617818.375000 Penalty: 4449.397461
	Iteration 65Q: 3 clusters Score -1617818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1617821.250000 Penalty: 4449.397461
	Iteration 66Q: 3 clusters Score -1617821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1617818.750000 Penalty: 4449.397461
	Iteration 67Q: 3 clusters Score -1617819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1617821.625000 Penalty: 4449.397461
	Iteration 68Q: 3 clusters Score -1617822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1617820.500000 Penalty: 4449.397461
	Iteration 69Q: 3 clusters Score -1617820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1617822.750000 Penalty: 4449.397461
	Iteration 70Q: 3 clusters Score -1617823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1617824.625000 Penalty: 4449.397461
	Iteration 71Q: 3 clusters Score -1617825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1617828.375000 Penalty: 4449.397461
	Iteration 72Q: 3 clusters Score -1617828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1617827.125000 Penalty: 4449.397461
	Iteration 73Q: 3 clusters Score -1617827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1617824.500000 Penalty: 4449.397461
	Iteration 74Q: 3 clusters Score -1617824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1617828.500000 Penalty: 4449.397461
	Iteration 75Q: 3 clusters Score -1617828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1617831.250000 Penalty: 4449.397461
	Iteration 76Q: 3 clusters Score -1617831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1617832.125000 Penalty: 4449.397461
	Iteration 77Q: 3 clusters Score -1617832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1617837.250000 Penalty: 4449.397461
	Iteration 78Q: 3 clusters Score -1617837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1617839.750000 Penalty: 4449.397461
	Iteration 79Q: 3 clusters Score -1617840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1617840.500000 Penalty: 4449.397461
	Iteration 80F: 3 clusters Score -1617840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1617841.500000 Penalty: 4449.397461
	Iteration 81Q: 3 clusters Score -1617842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1617843.000000 Penalty: 4449.397461
	Iteration 82Q: 3 clusters Score -1617843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1617844.375000 Penalty: 4449.397461
	Iteration 83Q: 3 clusters Score -1617844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1617848.750000 Penalty: 4449.397461
	Iteration 84Q: 3 clusters Score -1617849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1617848.500000 Penalty: 4449.397461
	Iteration 85Q: 3 clusters Score -1617848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1617849.375000 Penalty: 4449.397461
	Iteration 86Q: 3 clusters Score -1617849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1617853.500000 Penalty: 4449.397461
	Iteration 87Q: 3 clusters Score -1617854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1617854.750000 Penalty: 4449.397461
	Iteration 88Q: 3 clusters Score -1617855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1617852.125000 Penalty: 4449.397461
	Iteration 89Q: 3 clusters Score -1617852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1617855.000000 Penalty: 4449.397461
	Iteration 90Q: 3 clusters Score -1617855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1617857.375000 Penalty: 4449.397461
	Iteration 91Q: 3 clusters Score -1617857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1617855.125000 Penalty: 4449.397461
	Iteration 92Q: 3 clusters Score -1617855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1617855.875000 Penalty: 4449.397461
	Iteration 93Q: 3 clusters Score -1617856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1617858.250000 Penalty: 4449.397461
	Iteration 94Q: 3 clusters Score -1617858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1617864.250000 Penalty: 4449.397461
	Iteration 95Q: 3 clusters Score -1617864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1617866.750000 Penalty: 4449.397461
	Iteration 96Q: 3 clusters Score -1617867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1617872.000000 Penalty: 4449.397461
	Iteration 97Q: 3 clusters Score -1617872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1617874.625000 Penalty: 4449.397461
	Iteration 98Q: 3 clusters Score -1617875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1617880.500000 Penalty: 4449.397461
	Iteration 99Q: 3 clusters Score -1617880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1617883.875000 Penalty: 4449.397461
	Iteration 100F: 3 clusters Score -1617884 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1617889.500000 Penalty: 4449.397461
	Iteration 101Q: 3 clusters Score -1617890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1617892.125000 Penalty: 4449.397461
	Iteration 102Q: 3 clusters Score -1617892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1617898.500000 Penalty: 4449.397461
	Iteration 103Q: 3 clusters Score -1617898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1617903.750000 Penalty: 4449.397461
	Iteration 104Q: 3 clusters Score -1617904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1617907.125000 Penalty: 4449.397461
	Iteration 105Q: 3 clusters Score -1617907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1617910.500000 Penalty: 4449.397461
	Iteration 106Q: 3 clusters Score -1617910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1617910.875000 Penalty: 4449.397461
	Iteration 107Q: 3 clusters Score -1617911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1617913.000000 Penalty: 4449.397461
	Iteration 108Q: 3 clusters Score -1617913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1617915.750000 Penalty: 4449.397461
	Iteration 109Q: 3 clusters Score -1617916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1617919.000000 Penalty: 4449.397461
	Iteration 110Q: 3 clusters Score -1617919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1617921.625000 Penalty: 4449.397461
	Iteration 111Q: 3 clusters Score -1617922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1617920.250000 Penalty: 4449.397461
	Iteration 112Q: 3 clusters Score -1617920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1617921.625000 Penalty: 4449.397461
	Iteration 113Q: 3 clusters Score -1617922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1617921.625000 Penalty: 4449.397461
	Iteration 114Q: 3 clusters Score -1617922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1617920.875000 Penalty: 4449.397461
	Iteration 115Q: 3 clusters Score -1617921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1617922.000000 Penalty: 4449.397461
	Iteration 116Q: 3 clusters Score -1617922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1617929.875000 Penalty: 4449.397461
	Iteration 117Q: 3 clusters Score -1617930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1617934.375000 Penalty: 4449.397461
	Iteration 118Q: 3 clusters Score -1617934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1617935.750000 Penalty: 4449.397461
	Iteration 119Q: 3 clusters Score -1617936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1617938.375000 Penalty: 4449.397461
	Iteration 120F: 3 clusters Score -1617938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1617947.625000 Penalty: 4449.397461
	Iteration 121Q: 3 clusters Score -1617948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1617952.625000 Penalty: 4449.397461
	Iteration 122Q: 3 clusters Score -1617953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1617951.625000 Penalty: 4449.397461
	Iteration 123Q: 3 clusters Score -1617952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1617962.125000 Penalty: 4449.397461
	Iteration 124Q: 3 clusters Score -1617962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1617961.375000 Penalty: 4449.397461
	Iteration 125Q: 3 clusters Score -1617961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1617967.625000 Penalty: 4449.397461
	Iteration 126Q: 3 clusters Score -1617968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1617970.375000 Penalty: 4449.397461
	Iteration 127Q: 3 clusters Score -1617970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1617978.125000 Penalty: 4449.397461
	Iteration 128Q: 3 clusters Score -1617978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1617982.625000 Penalty: 4449.397461
	Iteration 129Q: 3 clusters Score -1617983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1617988.500000 Penalty: 4449.397461
	Iteration 130Q: 3 clusters Score -1617988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1617989.875000 Penalty: 4449.397461
	Iteration 131Q: 3 clusters Score -1617990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1617993.875000 Penalty: 4449.397461
	Iteration 132Q: 3 clusters Score -1617994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1617999.375000 Penalty: 4449.397461
	Iteration 133Q: 3 clusters Score -1617999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1618003.000000 Penalty: 4449.397461
	Iteration 134Q: 3 clusters Score -1618003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1617999.875000 Penalty: 4449.397461
	Iteration 135Q: 3 clusters Score -1618000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1618001.000000 Penalty: 4449.397461
	Iteration 136Q: 3 clusters Score -1618001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1618005.750000 Penalty: 4449.397461
	Iteration 137Q: 3 clusters Score -1618006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1618005.125000 Penalty: 4449.397461
	Iteration 138Q: 3 clusters Score -1618005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1618005.125000 Penalty: 4449.397461
	Iteration 139Q: 3 clusters Score -1618005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1618008.250000 Penalty: 4449.397461
	Iteration 140F: 3 clusters Score -1618008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Entering Unmasked Estep 
Score: -7335128.000000 Penalty: 2620.430664
	Iteration 0F: 2 clusters Score -7335128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -7308849.500000 Penalty: 5240.861328
	Iteration 0F: 3 clusters Score -7308850 nChanged 17666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -7318629.500000 Penalty: 5240.861328
	Iteration 1F: 3 clusters Score -7318630 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -7319163.500000 Penalty: 5240.861328
	Iteration 2Q: 3 clusters Score -7319164 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -7319685.500000 Penalty: 5240.861328
	Iteration 3Q: 3 clusters Score -7319686 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -7320196.500000 Penalty: 5240.861328
	Iteration 4Q: 3 clusters Score -7320196 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -7321008.500000 Penalty: 5240.861328
	Iteration 5Q: 3 clusters Score -7321008 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -7322238.500000 Penalty: 5240.861328
	Iteration 6F: 3 clusters Score -7322238 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -7324171.000000 Penalty: 5240.861328
	Iteration 7F: 3 clusters Score -7324171 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -7326641.500000 Penalty: 5240.861328
	Iteration 8F: 3 clusters Score -7326642 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -7329255.500000 Penalty: 5240.861328
	Iteration 9F: 3 clusters Score -7329256 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -7331001.500000 Penalty: 5240.861328
	Iteration 10Q: 3 clusters Score -7331002 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -7331969.500000 Penalty: 5240.861328
	Iteration 11Q: 3 clusters Score -7331970 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -7332407.500000 Penalty: 5240.861328
	Iteration 12Q: 3 clusters Score -7332408 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -7332614.000000 Penalty: 5240.861328
	Iteration 13Q: 3 clusters Score -7332614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -7332687.500000 Penalty: 5240.861328
	Iteration 14Q: 3 clusters Score -7332688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -7332746.000000 Penalty: 5240.861328
	Iteration 15Q: 3 clusters Score -7332746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -7332776.000000 Penalty: 5240.861328
	Iteration 16Q: 3 clusters Score -7332776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -7332792.500000 Penalty: 5240.861328
	Iteration 17Q: 3 clusters Score -7332792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -7332802.500000 Penalty: 5240.861328
	Iteration 18Q: 3 clusters Score -7332802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -7332807.500000 Penalty: 5240.861328
	Iteration 19Q: 3 clusters Score -7332808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -7332814.500000 Penalty: 5240.861328
	Iteration 20F: 3 clusters Score -7332814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -7332814.500000 Penalty: 5240.861328
	Iteration 21Q: 3 clusters Score -7332814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -7332814.500000 Penalty: 5240.861328
	Iteration 22F: 3 clusters Score -7332814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Entering Unmasked Estep 
Score: -1516670.125000 Penalty: 2233.796631
	Iteration 0F: 2 clusters Score -1516670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1510107.875000 Penalty: 4467.593262
	Iteration 0F: 3 clusters Score -1510108 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1512075.125000 Penalty: 4467.593262
	Iteration 1F: 3 clusters Score -1512075 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1512551.500000 Penalty: 4467.593262
	Iteration 2F: 3 clusters Score -1512552 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1512886.625000 Penalty: 4467.593262
	Iteration 3F: 3 clusters Score -1512887 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1513115.875000 Penalty: 4467.593262
	Iteration 4F: 3 clusters Score -1513116 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1513290.375000 Penalty: 4467.593262
	Iteration 5Q: 3 clusters Score -1513290 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1513418.125000 Penalty: 4467.593262
	Iteration 6Q: 3 clusters Score -1513418 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1513533.500000 Penalty: 4467.593262
	Iteration 7Q: 3 clusters Score -1513534 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1513644.000000 Penalty: 4467.593262
	Iteration 8Q: 3 clusters Score -1513644 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1513729.375000 Penalty: 4467.593262
	Iteration 9Q: 3 clusters Score -1513729 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1513797.500000 Penalty: 4467.593262
	Iteration 10Q: 3 clusters Score -1513798 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1513847.375000 Penalty: 4467.593262
	Iteration 11Q: 3 clusters Score -1513847 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1513904.000000 Penalty: 4467.593262
	Iteration 12Q: 3 clusters Score -1513904 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1513956.875000 Penalty: 4467.593262
	Iteration 13Q: 3 clusters Score -1513957 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1514011.875000 Penalty: 4467.593262
	Iteration 14Q: 3 clusters Score -1514012 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1514070.500000 Penalty: 4467.593262
	Iteration 15Q: 3 clusters Score -1514070 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1514125.125000 Penalty: 4467.593262
	Iteration 16Q: 3 clusters Score -1514125 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1514163.625000 Penalty: 4467.593262
	Iteration 17Q: 3 clusters Score -1514164 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1514198.625000 Penalty: 4467.593262
	Iteration 18Q: 3 clusters Score -1514199 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1514224.625000 Penalty: 4467.593262
	Iteration 19Q: 3 clusters Score -1514225 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1514247.000000 Penalty: 4467.593262
	Iteration 20F: 3 clusters Score -1514247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1514266.125000 Penalty: 4467.593262
	Iteration 21Q: 3 clusters Score -1514266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1514293.000000 Penalty: 4467.593262
	Iteration 22Q: 3 clusters Score -1514293 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1514322.375000 Penalty: 4467.593262
	Iteration 23Q: 3 clusters Score -1514322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1514352.375000 Penalty: 4467.593262
	Iteration 24Q: 3 clusters Score -1514352 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1514393.500000 Penalty: 4467.593262
	Iteration 25Q: 3 clusters Score -1514394 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1514426.125000 Penalty: 4467.593262
	Iteration 26Q: 3 clusters Score -1514426 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1514454.500000 Penalty: 4467.593262
	Iteration 27Q: 3 clusters Score -1514454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1514485.625000 Penalty: 4467.593262
	Iteration 28Q: 3 clusters Score -1514486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1514513.250000 Penalty: 4467.593262
	Iteration 29Q: 3 clusters Score -1514513 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1514544.750000 Penalty: 4467.593262
	Iteration 30Q: 3 clusters Score -1514545 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1514582.875000 Penalty: 4467.593262
	Iteration 31Q: 3 clusters Score -1514583 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1514613.750000 Penalty: 4467.593262
	Iteration 32Q: 3 clusters Score -1514614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1514637.875000 Penalty: 4467.593262
	Iteration 33Q: 3 clusters Score -1514638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1514665.625000 Penalty: 4467.593262
	Iteration 34Q: 3 clusters Score -1514666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1514697.000000 Penalty: 4467.593262
	Iteration 35Q: 3 clusters Score -1514697 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1514734.750000 Penalty: 4467.593262
	Iteration 36Q: 3 clusters Score -1514735 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1514772.375000 Penalty: 4467.593262
	Iteration 37Q: 3 clusters Score -1514772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1514810.000000 Penalty: 4467.593262
	Iteration 38Q: 3 clusters Score -1514810 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1514843.625000 Penalty: 4467.593262
	Iteration 39Q: 3 clusters Score -1514844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1514875.750000 Penalty: 4467.593262
	Iteration 40F: 3 clusters Score -1514876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1514903.875000 Penalty: 4467.593262
	Iteration 41Q: 3 clusters Score -1514904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1514940.000000 Penalty: 4467.593262
	Iteration 42Q: 3 clusters Score -1514940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1514973.375000 Penalty: 4467.593262
	Iteration 43Q: 3 clusters Score -1514973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1514993.750000 Penalty: 4467.593262
	Iteration 44Q: 3 clusters Score -1514994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1515019.500000 Penalty: 4467.593262
	Iteration 45Q: 3 clusters Score -1515020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1515031.875000 Penalty: 4467.593262
	Iteration 46Q: 3 clusters Score -1515032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1515044.375000 Penalty: 4467.593262
	Iteration 47Q: 3 clusters Score -1515044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1515052.875000 Penalty: 4467.593262
	Iteration 48Q: 3 clusters Score -1515053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1515062.125000 Penalty: 4467.593262
	Iteration 49Q: 3 clusters Score -1515062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1515066.000000 Penalty: 4467.593262
	Iteration 50Q: 3 clusters Score -1515066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1515074.500000 Penalty: 4467.593262
	Iteration 51Q: 3 clusters Score -1515074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1515082.000000 Penalty: 4467.593262
	Iteration 52Q: 3 clusters Score -1515082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1515089.750000 Penalty: 4467.593262
	Iteration 53Q: 3 clusters Score -1515090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1515096.875000 Penalty: 4467.593262
	Iteration 54Q: 3 clusters Score -1515097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1515099.125000 Penalty: 4467.593262
	Iteration 55Q: 3 clusters Score -1515099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1515102.875000 Penalty: 4467.593262
	Iteration 56Q: 3 clusters Score -1515103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1515103.250000 Penalty: 4467.593262
	Iteration 57Q: 3 clusters Score -1515103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1515106.000000 Penalty: 4467.593262
	Iteration 58Q: 3 clusters Score -1515106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1515106.000000 Penalty: 4467.593262
	Iteration 59Q: 3 clusters Score -1515106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1515107.750000 Penalty: 4467.593262
	Iteration 60F: 3 clusters Score -1515108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -51947.734375 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -51947.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50722.859375 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -50722.86 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50952.882812 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -50952.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51055.832031 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -51055.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51218.808594 Penalty: 2960.479004
	Iteration 3F: 3 clusters Score -51218.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51300.769531 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -51300.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51361.835938 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -51361.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51387.656250 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -51387.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51421.640625 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -51421.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51429.324219 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -51429.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51431.492188 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -51431.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51433.625000 Penalty: 2960.479004
	Iteration 10Q: 3 clusters Score -51433.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51433.625000 Penalty: 2960.479004
	Iteration 11F: 3 clusters Score -51433.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -48836.179688 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -48836.18 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 156 members 
Entering Unmasked Estep 
Score: -47682.707031 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -47682.71 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47874.441406 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -47874.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47910.382812 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -47910.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47952.121094 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -47952.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -47989.710938 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -47989.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47999.785156 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -47999.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48014.585938 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -48014.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48032.605469 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -48032.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48056.046875 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -48056.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48067.046875 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -48067.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48075.296875 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -48075.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48081.773438 Penalty: 2862.634766
	Iteration 11Q: 3 clusters Score -48081.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48081.773438 Penalty: 2862.634766
	Iteration 12F: 3 clusters Score -48081.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -89884.335938 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -89884.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -88405.328125 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -88405.33 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -88720.578125 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -88720.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -88847.015625 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -88847.02 nChanged 33
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: -88919.367188 Penalty: 3160.319580
	Iteration 3F: 3 clusters Score -88919.37 nChanged 19
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: -88971.484375 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -88971.48 nChanged 17
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: -89011.015625 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -89011.02 nChanged 15
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: -89055.734375 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -89055.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -89084.265625 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -89084.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -89101.304688 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -89101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -89111.289062 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -89111.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -89113.039062 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -89113.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -89113.039062 Penalty: 3160.319580
	Iteration 11F: 3 clusters Score -89113.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -57456.347656 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -57456.35 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 145 members 
Entering Unmasked Estep 
Score: -56145.156250 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -56145.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -56313.921875 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -56313.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -56365.410156 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -56365.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -56380.226562 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -56380.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -56384.902344 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -56384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -56384.902344 Penalty: 2862.634766
	Iteration 5F: 3 clusters Score -56384.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -787893.375000 Penalty: 2073.819580
	Iteration 0F: 2 clusters Score -787893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -783868.437500 Penalty: 4147.639160
	Iteration 0F: 3 clusters Score -783868.4 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -785044.812500 Penalty: 4147.639160
	Iteration 1F: 3 clusters Score -785044.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -785495.000000 Penalty: 4147.639160
	Iteration 2F: 3 clusters Score -785495 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -785884.500000 Penalty: 4147.639160
	Iteration 3F: 3 clusters Score -785884.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -786124.312500 Penalty: 4147.639160
	Iteration 4F: 3 clusters Score -786124.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -786329.000000 Penalty: 4147.639160
	Iteration 5Q: 3 clusters Score -786329 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -786463.875000 Penalty: 4147.639160
	Iteration 6Q: 3 clusters Score -786463.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -786537.250000 Penalty: 4147.639160
	Iteration 7Q: 3 clusters Score -786537.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -786584.312500 Penalty: 4147.639160
	Iteration 8Q: 3 clusters Score -786584.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -786614.062500 Penalty: 4147.639160
	Iteration 9Q: 3 clusters Score -786614.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -786638.687500 Penalty: 4147.639160
	Iteration 10Q: 3 clusters Score -786638.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -786653.375000 Penalty: 4147.639160
	Iteration 11Q: 3 clusters Score -786653.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -786671.250000 Penalty: 4147.639160
	Iteration 12Q: 3 clusters Score -786671.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -786688.437500 Penalty: 4147.639160
	Iteration 13Q: 3 clusters Score -786688.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -786705.812500 Penalty: 4147.639160
	Iteration 14Q: 3 clusters Score -786705.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -786720.687500 Penalty: 4147.639160
	Iteration 15Q: 3 clusters Score -786720.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -786735.687500 Penalty: 4147.639160
	Iteration 16Q: 3 clusters Score -786735.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -786747.375000 Penalty: 4147.639160
	Iteration 17Q: 3 clusters Score -786747.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -786754.500000 Penalty: 4147.639160
	Iteration 18Q: 3 clusters Score -786754.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -786762.875000 Penalty: 4147.639160
	Iteration 19Q: 3 clusters Score -786762.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -786773.875000 Penalty: 4147.639160
	Iteration 20F: 3 clusters Score -786773.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -786782.750000 Penalty: 4147.639160
	Iteration 21Q: 3 clusters Score -786782.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -786802.062500 Penalty: 4147.639160
	Iteration 22Q: 3 clusters Score -786802.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -786817.625000 Penalty: 4147.639160
	Iteration 23Q: 3 clusters Score -786817.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -786837.000000 Penalty: 4147.639160
	Iteration 24Q: 3 clusters Score -786837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -786860.625000 Penalty: 4147.639160
	Iteration 25Q: 3 clusters Score -786860.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -786891.000000 Penalty: 4147.639160
	Iteration 26Q: 3 clusters Score -786891 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -786932.062500 Penalty: 4147.639160
	Iteration 27Q: 3 clusters Score -786932.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -786976.187500 Penalty: 4147.639160
	Iteration 28Q: 3 clusters Score -786976.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -787020.437500 Penalty: 4147.639160
	Iteration 29Q: 3 clusters Score -787020.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -787059.125000 Penalty: 4147.639160
	Iteration 30Q: 3 clusters Score -787059.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -787102.875000 Penalty: 4147.639160
	Iteration 31Q: 3 clusters Score -787102.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -787145.750000 Penalty: 4147.639160
	Iteration 32Q: 3 clusters Score -787145.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -787202.437500 Penalty: 4147.639160
	Iteration 33Q: 3 clusters Score -787202.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -787247.500000 Penalty: 4147.639160
	Iteration 34Q: 3 clusters Score -787247.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -787282.500000 Penalty: 4147.639160
	Iteration 35Q: 3 clusters Score -787282.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -787317.937500 Penalty: 4147.639160
	Iteration 36Q: 3 clusters Score -787317.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -787341.687500 Penalty: 4147.639160
	Iteration 37Q: 3 clusters Score -787341.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -787358.875000 Penalty: 4147.639160
	Iteration 38Q: 3 clusters Score -787358.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -787374.500000 Penalty: 4147.639160
	Iteration 39Q: 3 clusters Score -787374.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -787387.250000 Penalty: 4147.639160
	Iteration 40F: 3 clusters Score -787387.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -787396.375000 Penalty: 4147.639160
	Iteration 41Q: 3 clusters Score -787396.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -787402.375000 Penalty: 4147.639160
	Iteration 42Q: 3 clusters Score -787402.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -787408.687500 Penalty: 4147.639160
	Iteration 43Q: 3 clusters Score -787408.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -787414.750000 Penalty: 4147.639160
	Iteration 44Q: 3 clusters Score -787414.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -787419.000000 Penalty: 4147.639160
	Iteration 45Q: 3 clusters Score -787419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -787422.500000 Penalty: 4147.639160
	Iteration 46Q: 3 clusters Score -787422.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -787425.750000 Penalty: 4147.639160
	Iteration 47Q: 3 clusters Score -787425.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -787431.812500 Penalty: 4147.639160
	Iteration 48Q: 3 clusters Score -787431.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -787434.312500 Penalty: 4147.639160
	Iteration 49Q: 3 clusters Score -787434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -787435.812500 Penalty: 4147.639160
	Iteration 50Q: 3 clusters Score -787435.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -787440.062500 Penalty: 4147.639160
	Iteration 51Q: 3 clusters Score -787440.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -787444.625000 Penalty: 4147.639160
	Iteration 52Q: 3 clusters Score -787444.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -787448.000000 Penalty: 4147.639160
	Iteration 53Q: 3 clusters Score -787448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -787452.062500 Penalty: 4147.639160
	Iteration 54Q: 3 clusters Score -787452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -787451.375000 Penalty: 4147.639160
	Iteration 55Q: 3 clusters Score -787451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -787456.375000 Penalty: 4147.639160
	Iteration 56Q: 3 clusters Score -787456.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -787458.562500 Penalty: 4147.639160
	Iteration 57Q: 3 clusters Score -787458.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -787461.250000 Penalty: 4147.639160
	Iteration 58Q: 3 clusters Score -787461.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -787464.125000 Penalty: 4147.639160
	Iteration 59Q: 3 clusters Score -787464.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -787465.937500 Penalty: 4147.639160
	Iteration 60F: 3 clusters Score -787465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -787466.500000 Penalty: 4147.639160
	Iteration 61Q: 3 clusters Score -787466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -787465.562500 Penalty: 4147.639160
	Iteration 62Q: 3 clusters Score -787465.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -787465.562500 Penalty: 4147.639160
	Iteration 63F: 3 clusters Score -787465.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Entering Unmasked Estep 
Score: -923739.437500 Penalty: 2100.844971
	Iteration 0F: 2 clusters Score -923739.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -919376.250000 Penalty: 4201.689941
	Iteration 0F: 3 clusters Score -919376.2 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -920399.750000 Penalty: 4201.689941
	Iteration 1F: 3 clusters Score -920399.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -920589.062500 Penalty: 4201.689941
	Iteration 2F: 3 clusters Score -920589.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -920704.750000 Penalty: 4201.689941
	Iteration 3Q: 3 clusters Score -920704.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -920792.125000 Penalty: 4201.689941
	Iteration 4Q: 3 clusters Score -920792.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -920883.187500 Penalty: 4201.689941
	Iteration 5Q: 3 clusters Score -920883.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -920957.250000 Penalty: 4201.689941
	Iteration 6Q: 3 clusters Score -920957.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -921006.812500 Penalty: 4201.689941
	Iteration 7Q: 3 clusters Score -921006.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -921038.812500 Penalty: 4201.689941
	Iteration 8Q: 3 clusters Score -921038.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -921071.687500 Penalty: 4201.689941
	Iteration 9Q: 3 clusters Score -921071.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -921100.250000 Penalty: 4201.689941
	Iteration 10Q: 3 clusters Score -921100.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -921133.125000 Penalty: 4201.689941
	Iteration 11Q: 3 clusters Score -921133.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -921158.062500 Penalty: 4201.689941
	Iteration 12Q: 3 clusters Score -921158.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -921181.562500 Penalty: 4201.689941
	Iteration 13Q: 3 clusters Score -921181.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -921204.875000 Penalty: 4201.689941
	Iteration 14Q: 3 clusters Score -921204.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -921232.375000 Penalty: 4201.689941
	Iteration 15Q: 3 clusters Score -921232.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -921256.312500 Penalty: 4201.689941
	Iteration 16Q: 3 clusters Score -921256.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -921285.687500 Penalty: 4201.689941
	Iteration 17Q: 3 clusters Score -921285.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -921315.812500 Penalty: 4201.689941
	Iteration 18Q: 3 clusters Score -921315.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -921347.875000 Penalty: 4201.689941
	Iteration 19Q: 3 clusters Score -921347.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -921383.375000 Penalty: 4201.689941
	Iteration 20F: 3 clusters Score -921383.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -921425.562500 Penalty: 4201.689941
	Iteration 21Q: 3 clusters Score -921425.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -921477.187500 Penalty: 4201.689941
	Iteration 22Q: 3 clusters Score -921477.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -921530.437500 Penalty: 4201.689941
	Iteration 23Q: 3 clusters Score -921530.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -921582.500000 Penalty: 4201.689941
	Iteration 24Q: 3 clusters Score -921582.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -921626.437500 Penalty: 4201.689941
	Iteration 25Q: 3 clusters Score -921626.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -921679.062500 Penalty: 4201.689941
	Iteration 26Q: 3 clusters Score -921679.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -921721.062500 Penalty: 4201.689941
	Iteration 27Q: 3 clusters Score -921721.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -921759.000000 Penalty: 4201.689941
	Iteration 28Q: 3 clusters Score -921759 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -921798.000000 Penalty: 4201.689941
	Iteration 29Q: 3 clusters Score -921798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -921829.937500 Penalty: 4201.689941
	Iteration 30Q: 3 clusters Score -921829.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -921855.687500 Penalty: 4201.689941
	Iteration 31Q: 3 clusters Score -921855.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -921873.000000 Penalty: 4201.689941
	Iteration 32Q: 3 clusters Score -921873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -921882.375000 Penalty: 4201.689941
	Iteration 33Q: 3 clusters Score -921882.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -921896.625000 Penalty: 4201.689941
	Iteration 34Q: 3 clusters Score -921896.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -921908.125000 Penalty: 4201.689941
	Iteration 35Q: 3 clusters Score -921908.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -921921.312500 Penalty: 4201.689941
	Iteration 36Q: 3 clusters Score -921921.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -921930.187500 Penalty: 4201.689941
	Iteration 37Q: 3 clusters Score -921930.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -921940.125000 Penalty: 4201.689941
	Iteration 38Q: 3 clusters Score -921940.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -921951.250000 Penalty: 4201.689941
	Iteration 39Q: 3 clusters Score -921951.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -921958.000000 Penalty: 4201.689941
	Iteration 40F: 3 clusters Score -921958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -921969.812500 Penalty: 4201.689941
	Iteration 41Q: 3 clusters Score -921969.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -921981.937500 Penalty: 4201.689941
	Iteration 42Q: 3 clusters Score -921981.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -921990.812500 Penalty: 4201.689941
	Iteration 43Q: 3 clusters Score -921990.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -922002.062500 Penalty: 4201.689941
	Iteration 44Q: 3 clusters Score -922002.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -922008.312500 Penalty: 4201.689941
	Iteration 45Q: 3 clusters Score -922008.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -922012.000000 Penalty: 4201.689941
	Iteration 46Q: 3 clusters Score -922012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -922015.375000 Penalty: 4201.689941
	Iteration 47Q: 3 clusters Score -922015.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -922021.187500 Penalty: 4201.689941
	Iteration 48Q: 3 clusters Score -922021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -922024.250000 Penalty: 4201.689941
	Iteration 49Q: 3 clusters Score -922024.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -922028.625000 Penalty: 4201.689941
	Iteration 50Q: 3 clusters Score -922028.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -922030.687500 Penalty: 4201.689941
	Iteration 51Q: 3 clusters Score -922030.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -922031.437500 Penalty: 4201.689941
	Iteration 52Q: 3 clusters Score -922031.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -922033.000000 Penalty: 4201.689941
	Iteration 53Q: 3 clusters Score -922033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -922035.500000 Penalty: 4201.689941
	Iteration 54Q: 3 clusters Score -922035.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -922037.687500 Penalty: 4201.689941
	Iteration 55Q: 3 clusters Score -922037.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -922038.625000 Penalty: 4201.689941
	Iteration 56Q: 3 clusters Score -922038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -922039.250000 Penalty: 4201.689941
	Iteration 57Q: 3 clusters Score -922039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -922038.375000 Penalty: 4201.689941
	Iteration 58Q: 3 clusters Score -922038.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -922038.375000 Penalty: 4201.689941
	Iteration 59F: 3 clusters Score -922038.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Entering Unmasked Estep 
Score: -1575145.500000 Penalty: 2231.138916
	Iteration 0F: 2 clusters Score -1575146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1568711.375000 Penalty: 4462.277832
	Iteration 0F: 3 clusters Score -1568711 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1570451.000000 Penalty: 4462.277832
	Iteration 1F: 3 clusters Score -1570451 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1570681.250000 Penalty: 4462.277832
	Iteration 2F: 3 clusters Score -1570681 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1570855.250000 Penalty: 4462.277832
	Iteration 3Q: 3 clusters Score -1570855 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1570950.500000 Penalty: 4462.277832
	Iteration 4Q: 3 clusters Score -1570950 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1571004.875000 Penalty: 4462.277832
	Iteration 5Q: 3 clusters Score -1571005 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1571057.375000 Penalty: 4462.277832
	Iteration 6Q: 3 clusters Score -1571057 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1571086.000000 Penalty: 4462.277832
	Iteration 7Q: 3 clusters Score -1571086 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1571115.875000 Penalty: 4462.277832
	Iteration 8Q: 3 clusters Score -1571116 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1571141.375000 Penalty: 4462.277832
	Iteration 9Q: 3 clusters Score -1571141 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1571159.750000 Penalty: 4462.277832
	Iteration 10Q: 3 clusters Score -1571160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1571182.250000 Penalty: 4462.277832
	Iteration 11Q: 3 clusters Score -1571182 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1571204.750000 Penalty: 4462.277832
	Iteration 12Q: 3 clusters Score -1571205 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1571226.500000 Penalty: 4462.277832
	Iteration 13Q: 3 clusters Score -1571226 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1571253.875000 Penalty: 4462.277832
	Iteration 14Q: 3 clusters Score -1571254 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1571283.750000 Penalty: 4462.277832
	Iteration 15Q: 3 clusters Score -1571284 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1571324.000000 Penalty: 4462.277832
	Iteration 16Q: 3 clusters Score -1571324 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1571354.125000 Penalty: 4462.277832
	Iteration 17Q: 3 clusters Score -1571354 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1571387.625000 Penalty: 4462.277832
	Iteration 18Q: 3 clusters Score -1571388 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1571429.500000 Penalty: 4462.277832
	Iteration 19Q: 3 clusters Score -1571430 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1571474.750000 Penalty: 4462.277832
	Iteration 20F: 3 clusters Score -1571475 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1571545.625000 Penalty: 4462.277832
	Iteration 21Q: 3 clusters Score -1571546 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1571628.375000 Penalty: 4462.277832
	Iteration 22Q: 3 clusters Score -1571628 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1571732.625000 Penalty: 4462.277832
	Iteration 23Q: 3 clusters Score -1571733 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1571865.125000 Penalty: 4462.277832
	Iteration 24Q: 3 clusters Score -1571865 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1572020.875000 Penalty: 4462.277832
	Iteration 25Q: 3 clusters Score -1572021 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1572188.875000 Penalty: 4462.277832
	Iteration 26Q: 3 clusters Score -1572189 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1572352.375000 Penalty: 4462.277832
	Iteration 27Q: 3 clusters Score -1572352 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1572496.375000 Penalty: 4462.277832
	Iteration 28Q: 3 clusters Score -1572496 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1572652.625000 Penalty: 4462.277832
	Iteration 29Q: 3 clusters Score -1572653 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1572776.875000 Penalty: 4462.277832
	Iteration 30Q: 3 clusters Score -1572777 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1572862.500000 Penalty: 4462.277832
	Iteration 31Q: 3 clusters Score -1572862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1572922.750000 Penalty: 4462.277832
	Iteration 32Q: 3 clusters Score -1572923 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1572972.625000 Penalty: 4462.277832
	Iteration 33Q: 3 clusters Score -1572973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1573012.750000 Penalty: 4462.277832
	Iteration 34Q: 3 clusters Score -1573013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1573046.875000 Penalty: 4462.277832
	Iteration 35Q: 3 clusters Score -1573047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1573072.875000 Penalty: 4462.277832
	Iteration 36Q: 3 clusters Score -1573073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1573104.375000 Penalty: 4462.277832
	Iteration 37Q: 3 clusters Score -1573104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1573121.500000 Penalty: 4462.277832
	Iteration 38Q: 3 clusters Score -1573122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1573138.125000 Penalty: 4462.277832
	Iteration 39Q: 3 clusters Score -1573138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1573152.250000 Penalty: 4462.277832
	Iteration 40F: 3 clusters Score -1573152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1573158.375000 Penalty: 4462.277832
	Iteration 41Q: 3 clusters Score -1573158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1573161.000000 Penalty: 4462.277832
	Iteration 42Q: 3 clusters Score -1573161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1573164.375000 Penalty: 4462.277832
	Iteration 43Q: 3 clusters Score -1573164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1573165.625000 Penalty: 4462.277832
	Iteration 44Q: 3 clusters Score -1573166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1573167.250000 Penalty: 4462.277832
	Iteration 45Q: 3 clusters Score -1573167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1573168.750000 Penalty: 4462.277832
	Iteration 46Q: 3 clusters Score -1573169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1573172.250000 Penalty: 4462.277832
	Iteration 47Q: 3 clusters Score -1573172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1573174.875000 Penalty: 4462.277832
	Iteration 48Q: 3 clusters Score -1573175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1573178.750000 Penalty: 4462.277832
	Iteration 49Q: 3 clusters Score -1573179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1573178.750000 Penalty: 4462.277832
	Iteration 50Q: 3 clusters Score -1573179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1573178.750000 Penalty: 4462.277832
	Iteration 51F: 3 clusters Score -1573179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16962.708984 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -16962.71 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 113 members 
Entering Unmasked Estep 
Score: -15901.552734 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -15901.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16134.481445 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -16134.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16230.820312 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -16230.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16336.161133 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -16336.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16360.969727 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -16360.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16364.517578 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -16364.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16390.566406 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -16390.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16431.222656 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -16431.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16491.726562 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -16491.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16537.046875 Penalty: 2730.644531
	Iteration 9Q: 3 clusters Score -16537.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16537.046875 Penalty: 2730.644531
	Iteration 10F: 3 clusters Score -16537.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -167815.031250 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -167815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -165931.343750 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -165931.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -166383.078125 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -166383.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -166579.031250 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -166579 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -166708.031250 Penalty: 3423.760498
	Iteration 3F: 3 clusters Score -166708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -166774.375000 Penalty: 3423.760498
	Iteration 4Q: 3 clusters Score -166774.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -166829.031250 Penalty: 3423.760498
	Iteration 5Q: 3 clusters Score -166829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -166845.796875 Penalty: 3423.760498
	Iteration 6Q: 3 clusters Score -166845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -166857.531250 Penalty: 3423.760498
	Iteration 7Q: 3 clusters Score -166857.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -166876.734375 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -166876.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -166914.359375 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -166914.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -166937.890625 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -166937.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -166950.109375 Penalty: 3423.760498
	Iteration 11Q: 3 clusters Score -166950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -166954.156250 Penalty: 3423.760498
	Iteration 12Q: 3 clusters Score -166954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -166956.046875 Penalty: 3423.760498
	Iteration 13Q: 3 clusters Score -166956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -166956.859375 Penalty: 3423.760498
	Iteration 14Q: 3 clusters Score -166956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -166957.390625 Penalty: 3423.760498
	Iteration 15Q: 3 clusters Score -166957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -166958.296875 Penalty: 3423.760498
	Iteration 16Q: 3 clusters Score -166958.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -166962.171875 Penalty: 3423.760498
	Iteration 17Q: 3 clusters Score -166962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -166964.968750 Penalty: 3423.760498
	Iteration 18F: 3 clusters Score -166965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -166971.296875 Penalty: 3423.760498
	Iteration 19Q: 3 clusters Score -166971.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -166984.031250 Penalty: 3423.760498
	Iteration 20F: 3 clusters Score -166984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -166985.828125 Penalty: 3423.760498
	Iteration 21Q: 3 clusters Score -166985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -166988.187500 Penalty: 3423.760498
	Iteration 22Q: 3 clusters Score -166988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -166994.296875 Penalty: 3423.760498
	Iteration 23Q: 3 clusters Score -166994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -166997.062500 Penalty: 3423.760498
	Iteration 24Q: 3 clusters Score -166997.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -166998.953125 Penalty: 3423.760498
	Iteration 25Q: 3 clusters Score -166999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -166999.484375 Penalty: 3423.760498
	Iteration 26Q: 3 clusters Score -166999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -167000.281250 Penalty: 3423.760498
	Iteration 27Q: 3 clusters Score -167000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -167000.281250 Penalty: 3423.760498
	Iteration 28F: 3 clusters Score -167000.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Entering Unmasked Estep 
Score: -3075483.500000 Penalty: 2373.698730
	Iteration 0F: 2 clusters Score -3075484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -3065518.250000 Penalty: 4747.397461
	Iteration 0F: 3 clusters Score -3065518 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -3068718.000000 Penalty: 4747.397461
	Iteration 1F: 3 clusters Score -3068718 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -3069044.500000 Penalty: 4747.397461
	Iteration 2F: 3 clusters Score -3069044 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -3069302.750000 Penalty: 4747.397461
	Iteration 3Q: 3 clusters Score -3069303 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3069514.250000 Penalty: 4747.397461
	Iteration 4Q: 3 clusters Score -3069514 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -3069706.500000 Penalty: 4747.397461
	Iteration 5Q: 3 clusters Score -3069706 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -3069955.000000 Penalty: 4747.397461
	Iteration 6Q: 3 clusters Score -3069955 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3070284.750000 Penalty: 4747.397461
	Iteration 7Q: 3 clusters Score -3070285 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3070710.750000 Penalty: 4747.397461
	Iteration 8F: 3 clusters Score -3070711 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3071226.750000 Penalty: 4747.397461
	Iteration 9F: 3 clusters Score -3071227 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3071760.250000 Penalty: 4747.397461
	Iteration 10F: 3 clusters Score -3071760 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3072283.750000 Penalty: 4747.397461
	Iteration 11Q: 3 clusters Score -3072284 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3072844.750000 Penalty: 4747.397461
	Iteration 12Q: 3 clusters Score -3072845 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3073260.000000 Penalty: 4747.397461
	Iteration 13Q: 3 clusters Score -3073260 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3073458.500000 Penalty: 4747.397461
	Iteration 14Q: 3 clusters Score -3073458 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3073553.250000 Penalty: 4747.397461
	Iteration 15Q: 3 clusters Score -3073553 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3073612.750000 Penalty: 4747.397461
	Iteration 16Q: 3 clusters Score -3073613 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3073658.500000 Penalty: 4747.397461
	Iteration 17Q: 3 clusters Score -3073658 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3073681.750000 Penalty: 4747.397461
	Iteration 18Q: 3 clusters Score -3073682 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3073717.000000 Penalty: 4747.397461
	Iteration 19Q: 3 clusters Score -3073717 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3073731.750000 Penalty: 4747.397461
	Iteration 20F: 3 clusters Score -3073732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3073747.000000 Penalty: 4747.397461
	Iteration 21Q: 3 clusters Score -3073747 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3073753.000000 Penalty: 4747.397461
	Iteration 22Q: 3 clusters Score -3073753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3073773.500000 Penalty: 4747.397461
	Iteration 23Q: 3 clusters Score -3073774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -3073779.500000 Penalty: 4747.397461
	Iteration 24Q: 3 clusters Score -3073780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3073788.500000 Penalty: 4747.397461
	Iteration 25Q: 3 clusters Score -3073788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3073791.750000 Penalty: 4747.397461
	Iteration 26Q: 3 clusters Score -3073792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3073801.250000 Penalty: 4747.397461
	Iteration 27Q: 3 clusters Score -3073801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3073797.750000 Penalty: 4747.397461
	Iteration 28Q: 3 clusters Score -3073798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3073804.000000 Penalty: 4747.397461
	Iteration 29Q: 3 clusters Score -3073804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3073806.250000 Penalty: 4747.397461
	Iteration 30Q: 3 clusters Score -3073806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3073805.500000 Penalty: 4747.397461
	Iteration 31Q: 3 clusters Score -3073806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3073809.000000 Penalty: 4747.397461
	Iteration 32Q: 3 clusters Score -3073809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3073806.500000 Penalty: 4747.397461
	Iteration 33Q: 3 clusters Score -3073806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3073805.000000 Penalty: 4747.397461
	Iteration 34Q: 3 clusters Score -3073805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3073801.750000 Penalty: 4747.397461
	Iteration 35Q: 3 clusters Score -3073802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3073803.000000 Penalty: 4747.397461
	Iteration 36Q: 3 clusters Score -3073803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3073806.500000 Penalty: 4747.397461
	Iteration 37Q: 3 clusters Score -3073806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3073809.500000 Penalty: 4747.397461
	Iteration 38Q: 3 clusters Score -3073810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3073808.000000 Penalty: 4747.397461
	Iteration 39Q: 3 clusters Score -3073808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3073806.750000 Penalty: 4747.397461
	Iteration 40F: 3 clusters Score -3073807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3073811.500000 Penalty: 4747.397461
	Iteration 41Q: 3 clusters Score -3073812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -3073815.000000 Penalty: 4747.397461
	Iteration 42Q: 3 clusters Score -3073815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3073812.000000 Penalty: 4747.397461
	Iteration 43Q: 3 clusters Score -3073812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3073811.750000 Penalty: 4747.397461
	Iteration 44Q: 3 clusters Score -3073812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3073811.750000 Penalty: 4747.397461
	Iteration 45F: 3 clusters Score -3073812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -396154.781250 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -396154.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -393520.843750 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -393520.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -394021.593750 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -394021.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -394172.781250 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -394172.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -394233.375000 Penalty: 3774.491699
	Iteration 3Q: 3 clusters Score -394233.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -394280.500000 Penalty: 3774.491699
	Iteration 4Q: 3 clusters Score -394280.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -394308.750000 Penalty: 3774.491699
	Iteration 5Q: 3 clusters Score -394308.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -394328.312500 Penalty: 3774.491699
	Iteration 6Q: 3 clusters Score -394328.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -394343.906250 Penalty: 3774.491699
	Iteration 7Q: 3 clusters Score -394343.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -394354.312500 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -394354.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -394359.718750 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -394359.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -394365.500000 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -394365.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -394373.156250 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -394373.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -394379.656250 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -394379.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -394383.718750 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -394383.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -394385.750000 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -394385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -394389.406250 Penalty: 3774.491699
	Iteration 15Q: 3 clusters Score -394389.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -394392.281250 Penalty: 3774.491699
	Iteration 16Q: 3 clusters Score -394392.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -394392.656250 Penalty: 3774.491699
	Iteration 17Q: 3 clusters Score -394392.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -394392.562500 Penalty: 3774.491699
	Iteration 18Q: 3 clusters Score -394392.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -394392.562500 Penalty: 3774.491699
	Iteration 19F: 3 clusters Score -394392.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Entering Unmasked Estep 
Score: -4070207.250000 Penalty: 2449.506104
	Iteration 0F: 2 clusters Score -4070207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -4056707.250000 Penalty: 4899.012207
	Iteration 0F: 3 clusters Score -4056707 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -4061197.750000 Penalty: 4899.012207
	Iteration 1F: 3 clusters Score -4061198 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -4061526.000000 Penalty: 4899.012207
	Iteration 2Q: 3 clusters Score -4061526 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -4061782.000000 Penalty: 4899.012207
	Iteration 3Q: 3 clusters Score -4061782 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -4061980.500000 Penalty: 4899.012207
	Iteration 4Q: 3 clusters Score -4061980 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -4062138.000000 Penalty: 4899.012207
	Iteration 5Q: 3 clusters Score -4062138 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -4062298.500000 Penalty: 4899.012207
	Iteration 6Q: 3 clusters Score -4062298 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -4062415.000000 Penalty: 4899.012207
	Iteration 7Q: 3 clusters Score -4062415 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -4062580.000000 Penalty: 4899.012207
	Iteration 8Q: 3 clusters Score -4062580 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -4062790.000000 Penalty: 4899.012207
	Iteration 9Q: 3 clusters Score -4062790 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -4063033.500000 Penalty: 4899.012207
	Iteration 10Q: 3 clusters Score -4063034 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -4063357.500000 Penalty: 4899.012207
	Iteration 11Q: 3 clusters Score -4063358 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -4063743.750000 Penalty: 4899.012207
	Iteration 12Q: 3 clusters Score -4063744 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -4064267.000000 Penalty: 4899.012207
	Iteration 13Q: 3 clusters Score -4064267 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -4064932.750000 Penalty: 4899.012207
	Iteration 14F: 3 clusters Score -4064933 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4065576.750000 Penalty: 4899.012207
	Iteration 15Q: 3 clusters Score -4065577 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4066195.000000 Penalty: 4899.012207
	Iteration 16Q: 3 clusters Score -4066195 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4066743.000000 Penalty: 4899.012207
	Iteration 17Q: 3 clusters Score -4066743 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4067152.750000 Penalty: 4899.012207
	Iteration 18Q: 3 clusters Score -4067153 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4067430.000000 Penalty: 4899.012207
	Iteration 19Q: 3 clusters Score -4067430 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4067668.000000 Penalty: 4899.012207
	Iteration 20F: 3 clusters Score -4067668 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4067780.000000 Penalty: 4899.012207
	Iteration 21Q: 3 clusters Score -4067780 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4067851.250000 Penalty: 4899.012207
	Iteration 22Q: 3 clusters Score -4067851 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4067905.500000 Penalty: 4899.012207
	Iteration 23Q: 3 clusters Score -4067906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4067941.000000 Penalty: 4899.012207
	Iteration 24Q: 3 clusters Score -4067941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4067964.500000 Penalty: 4899.012207
	Iteration 25Q: 3 clusters Score -4067964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4067996.250000 Penalty: 4899.012207
	Iteration 26Q: 3 clusters Score -4067996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4068008.000000 Penalty: 4899.012207
	Iteration 27Q: 3 clusters Score -4068008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4068028.250000 Penalty: 4899.012207
	Iteration 28Q: 3 clusters Score -4068028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4068042.750000 Penalty: 4899.012207
	Iteration 29Q: 3 clusters Score -4068043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4068049.000000 Penalty: 4899.012207
	Iteration 30Q: 3 clusters Score -4068049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4068050.250000 Penalty: 4899.012207
	Iteration 31Q: 3 clusters Score -4068050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4068053.750000 Penalty: 4899.012207
	Iteration 32Q: 3 clusters Score -4068054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4068049.000000 Penalty: 4899.012207
	Iteration 33Q: 3 clusters Score -4068049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4068048.500000 Penalty: 4899.012207
	Iteration 34Q: 3 clusters Score -4068048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4068052.000000 Penalty: 4899.012207
	Iteration 35Q: 3 clusters Score -4068052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4068049.750000 Penalty: 4899.012207
	Iteration 36Q: 3 clusters Score -4068050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4068049.750000 Penalty: 4899.012207
	Iteration 37F: 3 clusters Score -4068050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -470503.250000 Penalty: 1928.892578
	Iteration 0F: 2 clusters Score -470503.2 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 1195 members 
Entering Unmasked Estep 
Score: -467627.031250 Penalty: 3857.785156
	Iteration 0F: 3 clusters Score -467627 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -468234.906250 Penalty: 3857.785156
	Iteration 1F: 3 clusters Score -468234.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -468520.156250 Penalty: 3857.785156
	Iteration 2F: 3 clusters Score -468520.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -468692.250000 Penalty: 3857.785156
	Iteration 3F: 3 clusters Score -468692.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -468831.750000 Penalty: 3857.785156
	Iteration 4F: 3 clusters Score -468831.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -468937.218750 Penalty: 3857.785156
	Iteration 5Q: 3 clusters Score -468937.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -469020.500000 Penalty: 3857.785156
	Iteration 6Q: 3 clusters Score -469020.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -469073.906250 Penalty: 3857.785156
	Iteration 7Q: 3 clusters Score -469073.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -469111.656250 Penalty: 3857.785156
	Iteration 8Q: 3 clusters Score -469111.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -469137.875000 Penalty: 3857.785156
	Iteration 9Q: 3 clusters Score -469137.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -469162.781250 Penalty: 3857.785156
	Iteration 10Q: 3 clusters Score -469162.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -469186.500000 Penalty: 3857.785156
	Iteration 11Q: 3 clusters Score -469186.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -469213.031250 Penalty: 3857.785156
	Iteration 12Q: 3 clusters Score -469213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -469240.218750 Penalty: 3857.785156
	Iteration 13Q: 3 clusters Score -469240.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -469252.531250 Penalty: 3857.785156
	Iteration 14Q: 3 clusters Score -469252.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -469265.156250 Penalty: 3857.785156
	Iteration 15Q: 3 clusters Score -469265.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -469275.781250 Penalty: 3857.785156
	Iteration 16Q: 3 clusters Score -469275.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -469286.718750 Penalty: 3857.785156
	Iteration 17Q: 3 clusters Score -469286.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -469291.218750 Penalty: 3857.785156
	Iteration 18Q: 3 clusters Score -469291.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -469296.250000 Penalty: 3857.785156
	Iteration 19Q: 3 clusters Score -469296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -469298.343750 Penalty: 3857.785156
	Iteration 20F: 3 clusters Score -469298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -469301.437500 Penalty: 3857.785156
	Iteration 21Q: 3 clusters Score -469301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -469304.000000 Penalty: 3857.785156
	Iteration 22Q: 3 clusters Score -469304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -469306.750000 Penalty: 3857.785156
	Iteration 23Q: 3 clusters Score -469306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -469308.562500 Penalty: 3857.785156
	Iteration 24Q: 3 clusters Score -469308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -469308.281250 Penalty: 3857.785156
	Iteration 25Q: 3 clusters Score -469308.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -469308.281250 Penalty: 3857.785156
	Iteration 26F: 3 clusters Score -469308.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Entering Unmasked Estep 
Score: -628684.312500 Penalty: 2003.052856
	Iteration 0F: 2 clusters Score -628684.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -625240.500000 Penalty: 4006.105713
	Iteration 0F: 3 clusters Score -625240.5 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -625953.812500 Penalty: 4006.105713
	Iteration 1F: 3 clusters Score -625953.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -626082.187500 Penalty: 4006.105713
	Iteration 2F: 3 clusters Score -626082.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -626158.562500 Penalty: 4006.105713
	Iteration 3Q: 3 clusters Score -626158.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -626207.187500 Penalty: 4006.105713
	Iteration 4Q: 3 clusters Score -626207.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -626235.875000 Penalty: 4006.105713
	Iteration 5Q: 3 clusters Score -626235.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -626258.437500 Penalty: 4006.105713
	Iteration 6Q: 3 clusters Score -626258.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -626272.500000 Penalty: 4006.105713
	Iteration 7Q: 3 clusters Score -626272.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -626290.187500 Penalty: 4006.105713
	Iteration 8Q: 3 clusters Score -626290.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -626301.062500 Penalty: 4006.105713
	Iteration 9Q: 3 clusters Score -626301.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -626308.312500 Penalty: 4006.105713
	Iteration 10Q: 3 clusters Score -626308.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -626314.187500 Penalty: 4006.105713
	Iteration 11Q: 3 clusters Score -626314.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -626319.812500 Penalty: 4006.105713
	Iteration 12Q: 3 clusters Score -626319.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -626323.750000 Penalty: 4006.105713
	Iteration 13Q: 3 clusters Score -626323.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -626326.062500 Penalty: 4006.105713
	Iteration 14Q: 3 clusters Score -626326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -626327.125000 Penalty: 4006.105713
	Iteration 15Q: 3 clusters Score -626327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -626328.437500 Penalty: 4006.105713
	Iteration 16Q: 3 clusters Score -626328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -626328.875000 Penalty: 4006.105713
	Iteration 17Q: 3 clusters Score -626328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -626332.062500 Penalty: 4006.105713
	Iteration 18Q: 3 clusters Score -626332.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -626335.937500 Penalty: 4006.105713
	Iteration 19Q: 3 clusters Score -626335.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -626343.000000 Penalty: 4006.105713
	Iteration 20F: 3 clusters Score -626343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -626349.687500 Penalty: 4006.105713
	Iteration 21Q: 3 clusters Score -626349.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -626355.750000 Penalty: 4006.105713
	Iteration 22Q: 3 clusters Score -626355.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -626363.312500 Penalty: 4006.105713
	Iteration 23Q: 3 clusters Score -626363.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -626369.687500 Penalty: 4006.105713
	Iteration 24Q: 3 clusters Score -626369.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -626377.187500 Penalty: 4006.105713
	Iteration 25Q: 3 clusters Score -626377.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -626383.375000 Penalty: 4006.105713
	Iteration 26Q: 3 clusters Score -626383.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -626388.687500 Penalty: 4006.105713
	Iteration 27Q: 3 clusters Score -626388.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -626393.250000 Penalty: 4006.105713
	Iteration 28Q: 3 clusters Score -626393.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -626400.000000 Penalty: 4006.105713
	Iteration 29Q: 3 clusters Score -626400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -626408.312500 Penalty: 4006.105713
	Iteration 30Q: 3 clusters Score -626408.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -626417.250000 Penalty: 4006.105713
	Iteration 31Q: 3 clusters Score -626417.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -626422.625000 Penalty: 4006.105713
	Iteration 32Q: 3 clusters Score -626422.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -626430.500000 Penalty: 4006.105713
	Iteration 33Q: 3 clusters Score -626430.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -626438.125000 Penalty: 4006.105713
	Iteration 34Q: 3 clusters Score -626438.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -626442.625000 Penalty: 4006.105713
	Iteration 35Q: 3 clusters Score -626442.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -626448.125000 Penalty: 4006.105713
	Iteration 36Q: 3 clusters Score -626448.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -626457.250000 Penalty: 4006.105713
	Iteration 37Q: 3 clusters Score -626457.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -626465.750000 Penalty: 4006.105713
	Iteration 38Q: 3 clusters Score -626465.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -626468.000000 Penalty: 4006.105713
	Iteration 39Q: 3 clusters Score -626468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -626472.000000 Penalty: 4006.105713
	Iteration 40F: 3 clusters Score -626472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -626475.125000 Penalty: 4006.105713
	Iteration 41Q: 3 clusters Score -626475.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -626478.750000 Penalty: 4006.105713
	Iteration 42Q: 3 clusters Score -626478.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -626483.312500 Penalty: 4006.105713
	Iteration 43Q: 3 clusters Score -626483.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -626487.937500 Penalty: 4006.105713
	Iteration 44Q: 3 clusters Score -626487.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -626496.062500 Penalty: 4006.105713
	Iteration 45Q: 3 clusters Score -626496.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -626503.875000 Penalty: 4006.105713
	Iteration 46Q: 3 clusters Score -626503.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -626517.125000 Penalty: 4006.105713
	Iteration 47Q: 3 clusters Score -626517.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -626525.812500 Penalty: 4006.105713
	Iteration 48Q: 3 clusters Score -626525.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -626530.812500 Penalty: 4006.105713
	Iteration 49Q: 3 clusters Score -626530.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -626532.812500 Penalty: 4006.105713
	Iteration 50Q: 3 clusters Score -626532.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -626535.750000 Penalty: 4006.105713
	Iteration 51Q: 3 clusters Score -626535.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -626540.125000 Penalty: 4006.105713
	Iteration 52Q: 3 clusters Score -626540.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -626542.875000 Penalty: 4006.105713
	Iteration 53Q: 3 clusters Score -626542.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -626546.250000 Penalty: 4006.105713
	Iteration 54Q: 3 clusters Score -626546.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -626553.125000 Penalty: 4006.105713
	Iteration 55Q: 3 clusters Score -626553.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -626560.312500 Penalty: 4006.105713
	Iteration 56Q: 3 clusters Score -626560.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -626562.375000 Penalty: 4006.105713
	Iteration 57Q: 3 clusters Score -626562.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -626567.500000 Penalty: 4006.105713
	Iteration 58Q: 3 clusters Score -626567.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -626571.312500 Penalty: 4006.105713
	Iteration 59Q: 3 clusters Score -626571.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -626574.125000 Penalty: 4006.105713
	Iteration 60F: 3 clusters Score -626574.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -626578.437500 Penalty: 4006.105713
	Iteration 61Q: 3 clusters Score -626578.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -626582.250000 Penalty: 4006.105713
	Iteration 62Q: 3 clusters Score -626582.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -626586.562500 Penalty: 4006.105713
	Iteration 63Q: 3 clusters Score -626586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -626586.562500 Penalty: 4006.105713
	Iteration 64Q: 3 clusters Score -626586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -626588.000000 Penalty: 4006.105713
	Iteration 65Q: 3 clusters Score -626588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -626591.875000 Penalty: 4006.105713
	Iteration 66Q: 3 clusters Score -626591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -626592.750000 Penalty: 4006.105713
	Iteration 67Q: 3 clusters Score -626592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -626593.437500 Penalty: 4006.105713
	Iteration 68Q: 3 clusters Score -626593.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -626593.000000 Penalty: 4006.105713
	Iteration 69Q: 3 clusters Score -626593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -626594.625000 Penalty: 4006.105713
	Iteration 70Q: 3 clusters Score -626594.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -626595.187500 Penalty: 4006.105713
	Iteration 71Q: 3 clusters Score -626595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -626595.875000 Penalty: 4006.105713
	Iteration 72Q: 3 clusters Score -626595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -626595.750000 Penalty: 4006.105713
	Iteration 73Q: 3 clusters Score -626595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -626595.750000 Penalty: 4006.105713
	Iteration 74F: 3 clusters Score -626595.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Entering Unmasked Estep 
Score: -407860.593750 Penalty: 1912.796997
	Iteration 0F: 2 clusters Score -407860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -405156.937500 Penalty: 3825.593994
	Iteration 0F: 3 clusters Score -405156.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -405850.875000 Penalty: 3825.593994
	Iteration 1F: 3 clusters Score -405850.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -406185.281250 Penalty: 3825.593994
	Iteration 2F: 3 clusters Score -406185.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -406398.031250 Penalty: 3825.593994
	Iteration 3F: 3 clusters Score -406398 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -406527.281250 Penalty: 3825.593994
	Iteration 4F: 3 clusters Score -406527.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -406621.750000 Penalty: 3825.593994
	Iteration 5Q: 3 clusters Score -406621.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -406686.343750 Penalty: 3825.593994
	Iteration 6Q: 3 clusters Score -406686.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -406732.218750 Penalty: 3825.593994
	Iteration 7Q: 3 clusters Score -406732.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -406757.656250 Penalty: 3825.593994
	Iteration 8Q: 3 clusters Score -406757.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -406778.093750 Penalty: 3825.593994
	Iteration 9Q: 3 clusters Score -406778.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -406797.000000 Penalty: 3825.593994
	Iteration 10Q: 3 clusters Score -406797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -406809.625000 Penalty: 3825.593994
	Iteration 11Q: 3 clusters Score -406809.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -406819.875000 Penalty: 3825.593994
	Iteration 12Q: 3 clusters Score -406819.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -406832.250000 Penalty: 3825.593994
	Iteration 13Q: 3 clusters Score -406832.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -406843.968750 Penalty: 3825.593994
	Iteration 14Q: 3 clusters Score -406844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -406849.968750 Penalty: 3825.593994
	Iteration 15Q: 3 clusters Score -406850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -406856.281250 Penalty: 3825.593994
	Iteration 16Q: 3 clusters Score -406856.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -406863.812500 Penalty: 3825.593994
	Iteration 17Q: 3 clusters Score -406863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -406867.343750 Penalty: 3825.593994
	Iteration 18Q: 3 clusters Score -406867.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -406874.218750 Penalty: 3825.593994
	Iteration 19Q: 3 clusters Score -406874.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -406881.843750 Penalty: 3825.593994
	Iteration 20F: 3 clusters Score -406881.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -406891.312500 Penalty: 3825.593994
	Iteration 21Q: 3 clusters Score -406891.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -406895.125000 Penalty: 3825.593994
	Iteration 22Q: 3 clusters Score -406895.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -406899.531250 Penalty: 3825.593994
	Iteration 23Q: 3 clusters Score -406899.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -406904.281250 Penalty: 3825.593994
	Iteration 24Q: 3 clusters Score -406904.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -406909.500000 Penalty: 3825.593994
	Iteration 25Q: 3 clusters Score -406909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -406915.000000 Penalty: 3825.593994
	Iteration 26Q: 3 clusters Score -406915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -406915.625000 Penalty: 3825.593994
	Iteration 27Q: 3 clusters Score -406915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -406916.593750 Penalty: 3825.593994
	Iteration 28Q: 3 clusters Score -406916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -406917.125000 Penalty: 3825.593994
	Iteration 29Q: 3 clusters Score -406917.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -406918.125000 Penalty: 3825.593994
	Iteration 30Q: 3 clusters Score -406918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -406919.812500 Penalty: 3825.593994
	Iteration 31Q: 3 clusters Score -406919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -406919.625000 Penalty: 3825.593994
	Iteration 32Q: 3 clusters Score -406919.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -406920.625000 Penalty: 3825.593994
	Iteration 33Q: 3 clusters Score -406920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -406920.343750 Penalty: 3825.593994
	Iteration 34Q: 3 clusters Score -406920.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -406920.343750 Penalty: 3825.593994
	Iteration 35F: 3 clusters Score -406920.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -156621.750000 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -156621.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -154855.546875 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -154855.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -155411.281250 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -155411.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -155693.859375 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -155693.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -155872.531250 Penalty: 3401.848145
	Iteration 3F: 3 clusters Score -155872.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -156011.765625 Penalty: 3401.848145
	Iteration 4Q: 3 clusters Score -156011.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -156079.656250 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -156079.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -156153.875000 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -156153.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -156205.640625 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -156205.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -156254.968750 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -156255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -156286.203125 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -156286.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -156315.531250 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -156315.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -156347.546875 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -156347.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -156364.375000 Penalty: 3401.848145
	Iteration 12Q: 3 clusters Score -156364.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -156371.406250 Penalty: 3401.848145
	Iteration 13Q: 3 clusters Score -156371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -156377.015625 Penalty: 3401.848145
	Iteration 14Q: 3 clusters Score -156377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -156385.171875 Penalty: 3401.848145
	Iteration 15Q: 3 clusters Score -156385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -156387.468750 Penalty: 3401.848145
	Iteration 16Q: 3 clusters Score -156387.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -156387.859375 Penalty: 3401.848145
	Iteration 17Q: 3 clusters Score -156387.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -156387.859375 Penalty: 3401.848145
	Iteration 18F: 3 clusters Score -156387.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -134291.968750 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -134292 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 360 members 
Entering Unmasked Estep 
Score: -132589.234375 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -132589.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132906.343750 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -132906.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -133046.609375 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -133046.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -133134.937500 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -133134.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -133185.906250 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -133185.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -133212.328125 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -133212.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -133225.593750 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -133225.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -133245.109375 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -133245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -133260.250000 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -133260.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -133276.156250 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -133276.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -133291.515625 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -133291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -133301.265625 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -133301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -133315.093750 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -133315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -133328.156250 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -133328.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -133340.109375 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -133340.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -133351.406250 Penalty: 3276.898682
	Iteration 15Q: 3 clusters Score -133351.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -133365.750000 Penalty: 3276.898682
	Iteration 16Q: 3 clusters Score -133365.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -133374.375000 Penalty: 3276.898682
	Iteration 17Q: 3 clusters Score -133374.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -133382.437500 Penalty: 3276.898682
	Iteration 18Q: 3 clusters Score -133382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -133389.625000 Penalty: 3276.898682
	Iteration 19Q: 3 clusters Score -133389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -133394.093750 Penalty: 3276.898682
	Iteration 20F: 3 clusters Score -133394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -133397.796875 Penalty: 3276.898682
	Iteration 21Q: 3 clusters Score -133397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -133399.515625 Penalty: 3276.898682
	Iteration 22Q: 3 clusters Score -133399.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -133399.515625 Penalty: 3276.898682
	Iteration 23F: 3 clusters Score -133399.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -339016.531250 Penalty: 1882.155273
	Iteration 0F: 2 clusters Score -339016.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -336483.062500 Penalty: 3764.310547
	Iteration 0F: 3 clusters Score -336483.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -337152.375000 Penalty: 3764.310547
	Iteration 1F: 3 clusters Score -337152.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -337630.281250 Penalty: 3764.310547
	Iteration 2F: 3 clusters Score -337630.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -338143.531250 Penalty: 3764.310547
	Iteration 3F: 3 clusters Score -338143.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -338746.625000 Penalty: 3764.310547
	Iteration 4F: 3 clusters Score -338746.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -339128.187500 Penalty: 3764.310547
	Iteration 5F: 3 clusters Score -339128.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -339298.687500 Penalty: 3764.310547
	Iteration 6Q: 3 clusters Score -339298.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -339400.093750 Penalty: 3764.310547
	Iteration 7Q: 3 clusters Score -339400.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -339504.218750 Penalty: 3764.310547
	Iteration 8Q: 3 clusters Score -339504.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -339589.406250 Penalty: 3764.310547
	Iteration 9Q: 3 clusters Score -339589.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -339649.000000 Penalty: 3764.310547
	Iteration 10Q: 3 clusters Score -339649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -339695.875000 Penalty: 3764.310547
	Iteration 11Q: 3 clusters Score -339695.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -339724.718750 Penalty: 3764.310547
	Iteration 12Q: 3 clusters Score -339724.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -339754.218750 Penalty: 3764.310547
	Iteration 13Q: 3 clusters Score -339754.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -339777.625000 Penalty: 3764.310547
	Iteration 14Q: 3 clusters Score -339777.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -339790.468750 Penalty: 3764.310547
	Iteration 15Q: 3 clusters Score -339790.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -339794.281250 Penalty: 3764.310547
	Iteration 16Q: 3 clusters Score -339794.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -339795.718750 Penalty: 3764.310547
	Iteration 17Q: 3 clusters Score -339795.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -339795.968750 Penalty: 3764.310547
	Iteration 18Q: 3 clusters Score -339796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -339803.312500 Penalty: 3764.310547
	Iteration 19F: 3 clusters Score -339803.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -339808.593750 Penalty: 3764.310547
	Iteration 20F: 3 clusters Score -339808.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -339818.968750 Penalty: 3764.310547
	Iteration 21Q: 3 clusters Score -339819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -339823.187500 Penalty: 3764.310547
	Iteration 22Q: 3 clusters Score -339823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -339825.312500 Penalty: 3764.310547
	Iteration 23Q: 3 clusters Score -339825.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -339826.406250 Penalty: 3764.310547
	Iteration 24Q: 3 clusters Score -339826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -339828.218750 Penalty: 3764.310547
	Iteration 25Q: 3 clusters Score -339828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -339832.843750 Penalty: 3764.310547
	Iteration 26Q: 3 clusters Score -339832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -339838.531250 Penalty: 3764.310547
	Iteration 27Q: 3 clusters Score -339838.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -339839.781250 Penalty: 3764.310547
	Iteration 28Q: 3 clusters Score -339839.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -339839.937500 Penalty: 3764.310547
	Iteration 29Q: 3 clusters Score -339839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -339839.937500 Penalty: 3764.310547
	Iteration 30F: 3 clusters Score -339839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3804 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 29976 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15628 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 38803 members 
Mstep: Class 20 contains 8162 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 8075 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14348 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19478 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 3219 members 
Mstep: Class 35 contains 818 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 26687 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15649 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26051 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15954 members 
Mstep: Class 53 contains 2361 members 
Mstep: Class 54 contains 34651 members 
Mstep: Class 55 contains 29771 members 
Mstep: Class 56 contains 32700 members 
Mstep: Class 57 contains 37678 members 
Entering Unmasked Estep 
Score: -84245608.000000 Penalty: 183523.656250
Splitting cluster 39 changes total score from -84246232.000000 to -84245608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (26687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Entering Unmasked Estep 
Score: -5253545.500000 Penalty: 2527.599121
	Iteration 0F: 2 clusters Score -5253546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -5235929.000000 Penalty: 5055.198242
	Iteration 0F: 3 clusters Score -5235929 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -5242380.500000 Penalty: 5055.198242
	Iteration 1F: 3 clusters Score -5242380 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -5242725.500000 Penalty: 5055.198242
	Iteration 2Q: 3 clusters Score -5242726 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -5243025.500000 Penalty: 5055.198242
	Iteration 3Q: 3 clusters Score -5243026 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -5243266.000000 Penalty: 5055.198242
	Iteration 4Q: 3 clusters Score -5243266 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5243575.000000 Penalty: 5055.198242
	Iteration 5Q: 3 clusters Score -5243575 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -5243915.500000 Penalty: 5055.198242
	Iteration 6Q: 3 clusters Score -5243916 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -5244425.000000 Penalty: 5055.198242
	Iteration 7Q: 3 clusters Score -5244425 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -5245216.500000 Penalty: 5055.198242
	Iteration 8F: 3 clusters Score -5245216 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -5246268.000000 Penalty: 5055.198242
	Iteration 9F: 3 clusters Score -5246268 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -5247592.000000 Penalty: 5055.198242
	Iteration 10F: 3 clusters Score -5247592 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -5248959.500000 Penalty: 5055.198242
	Iteration 11F: 3 clusters Score -5248960 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -5249882.000000 Penalty: 5055.198242
	Iteration 12Q: 3 clusters Score -5249882 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -5250451.500000 Penalty: 5055.198242
	Iteration 13Q: 3 clusters Score -5250452 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -5250791.000000 Penalty: 5055.198242
	Iteration 14Q: 3 clusters Score -5250791 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -5250945.500000 Penalty: 5055.198242
	Iteration 15Q: 3 clusters Score -5250946 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -5251072.000000 Penalty: 5055.198242
	Iteration 16Q: 3 clusters Score -5251072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -5251136.000000 Penalty: 5055.198242
	Iteration 17Q: 3 clusters Score -5251136 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -5251179.500000 Penalty: 5055.198242
	Iteration 18Q: 3 clusters Score -5251180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -5251228.000000 Penalty: 5055.198242
	Iteration 19Q: 3 clusters Score -5251228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -5251253.500000 Penalty: 5055.198242
	Iteration 20F: 3 clusters Score -5251254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -5251259.500000 Penalty: 5055.198242
	Iteration 21Q: 3 clusters Score -5251260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -5251267.000000 Penalty: 5055.198242
	Iteration 22Q: 3 clusters Score -5251267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -5251269.500000 Penalty: 5055.198242
	Iteration 23Q: 3 clusters Score -5251270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -5251269.500000 Penalty: 5055.198242
	Iteration 24Q: 3 clusters Score -5251270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -5251276.500000 Penalty: 5055.198242
	Iteration 25Q: 3 clusters Score -5251276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -5251286.000000 Penalty: 5055.198242
	Iteration 26Q: 3 clusters Score -5251286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -5251289.000000 Penalty: 5055.198242
	Iteration 27Q: 3 clusters Score -5251289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -5251288.000000 Penalty: 5055.198242
	Iteration 28Q: 3 clusters Score -5251288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -5251287.000000 Penalty: 5055.198242
	Iteration 29Q: 3 clusters Score -5251287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -5251291.000000 Penalty: 5055.198242
	Iteration 30Q: 3 clusters Score -5251291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -5251292.500000 Penalty: 5055.198242
	Iteration 31Q: 3 clusters Score -5251292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -5251291.500000 Penalty: 5055.198242
	Iteration 32Q: 3 clusters Score -5251292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5251290.500000 Penalty: 5055.198242
	Iteration 33Q: 3 clusters Score -5251290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -5251294.000000 Penalty: 5055.198242
	Iteration 34Q: 3 clusters Score -5251294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -5251297.500000 Penalty: 5055.198242
	Iteration 35Q: 3 clusters Score -5251298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5251299.000000 Penalty: 5055.198242
	Iteration 36Q: 3 clusters Score -5251299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5251299.000000 Penalty: 5055.198242
	Iteration 37F: 3 clusters Score -5251299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -25634.503906 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -25634.5 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: -24657.263672 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -24657.26 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24945.255859 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -24945.26 nChanged 12
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: -25029.560547 Penalty: 2710.060547
	Iteration 2F: 3 clusters Score -25029.56 nChanged 9
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: -25136.123047 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -25136.12 nChanged 6
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: -25237.099609 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -25237.1 nChanged 2
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: -25256.101562 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -25256.1 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: -25259.337891 Penalty: 2710.060547
	Iteration 6Q: 3 clusters Score -25259.34 nChanged 0
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: -25260.048828 Penalty: 2710.060547
	Iteration 7F: 3 clusters Score -25260.05 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: -25263.375000 Penalty: 2710.060547
	Iteration 8Q: 3 clusters Score -25263.38 nChanged 0
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: -25263.375000 Penalty: 2710.060547
	Iteration 9F: 3 clusters Score -25263.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -65033.003906 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -65033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63708.601562 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -63708.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63890.921875 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -63890.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63975.359375 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -63975.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64001.628906 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -64001.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64033.617188 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -64033.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64039.640625 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -64039.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64045.648438 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -64045.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64046.566406 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -64046.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64046.566406 Penalty: 3032.386475
	Iteration 8F: 3 clusters Score -64046.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Entering Unmasked Estep 
Score: -3352447.750000 Penalty: 2395.224121
	Iteration 0F: 2 clusters Score -3352448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3341818.250000 Penalty: 4790.448242
	Iteration 0F: 3 clusters Score -3341818 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3345358.000000 Penalty: 4790.448242
	Iteration 1F: 3 clusters Score -3345358 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -3345779.500000 Penalty: 4790.448242
	Iteration 2F: 3 clusters Score -3345780 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3346190.750000 Penalty: 4790.448242
	Iteration 3F: 3 clusters Score -3346191 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3346614.000000 Penalty: 4790.448242
	Iteration 4Q: 3 clusters Score -3346614 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3347011.500000 Penalty: 4790.448242
	Iteration 5Q: 3 clusters Score -3347012 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3347442.250000 Penalty: 4790.448242
	Iteration 6Q: 3 clusters Score -3347442 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3347887.750000 Penalty: 4790.448242
	Iteration 7Q: 3 clusters Score -3347888 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -3348352.500000 Penalty: 4790.448242
	Iteration 8Q: 3 clusters Score -3348352 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3348916.000000 Penalty: 4790.448242
	Iteration 9F: 3 clusters Score -3348916 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -3349535.500000 Penalty: 4790.448242
	Iteration 10F: 3 clusters Score -3349536 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3350083.250000 Penalty: 4790.448242
	Iteration 11Q: 3 clusters Score -3350083 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -3350584.500000 Penalty: 4790.448242
	Iteration 12Q: 3 clusters Score -3350584 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3350948.000000 Penalty: 4790.448242
	Iteration 13Q: 3 clusters Score -3350948 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3351131.250000 Penalty: 4790.448242
	Iteration 14Q: 3 clusters Score -3351131 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3351210.250000 Penalty: 4790.448242
	Iteration 15Q: 3 clusters Score -3351210 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -3351251.750000 Penalty: 4790.448242
	Iteration 16Q: 3 clusters Score -3351252 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3351249.500000 Penalty: 4790.448242
	Iteration 17Q: 3 clusters Score -3351250 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3351273.000000 Penalty: 4790.448242
	Iteration 18Q: 3 clusters Score -3351273 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3351269.500000 Penalty: 4790.448242
	Iteration 19Q: 3 clusters Score -3351270 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3351291.250000 Penalty: 4790.448242
	Iteration 20F: 3 clusters Score -3351291 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3351292.500000 Penalty: 4790.448242
	Iteration 21Q: 3 clusters Score -3351292 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3351284.000000 Penalty: 4790.448242
	Iteration 22Q: 3 clusters Score -3351284 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3351290.500000 Penalty: 4790.448242
	Iteration 23Q: 3 clusters Score -3351290 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3351309.500000 Penalty: 4790.448242
	Iteration 24Q: 3 clusters Score -3351310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3351314.250000 Penalty: 4790.448242
	Iteration 25Q: 3 clusters Score -3351314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -3351317.000000 Penalty: 4790.448242
	Iteration 26Q: 3 clusters Score -3351317 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3351323.750000 Penalty: 4790.448242
	Iteration 27Q: 3 clusters Score -3351324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3351311.250000 Penalty: 4790.448242
	Iteration 28Q: 3 clusters Score -3351311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3351316.750000 Penalty: 4790.448242
	Iteration 29Q: 3 clusters Score -3351317 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3351316.000000 Penalty: 4790.448242
	Iteration 30Q: 3 clusters Score -3351316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3351328.000000 Penalty: 4790.448242
	Iteration 31Q: 3 clusters Score -3351328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3351317.000000 Penalty: 4790.448242
	Iteration 32Q: 3 clusters Score -3351317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -3351310.750000 Penalty: 4790.448242
	Iteration 33Q: 3 clusters Score -3351311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3351314.750000 Penalty: 4790.448242
	Iteration 34Q: 3 clusters Score -3351315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3351312.250000 Penalty: 4790.448242
	Iteration 35Q: 3 clusters Score -3351312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3351311.000000 Penalty: 4790.448242
	Iteration 36Q: 3 clusters Score -3351311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3351315.750000 Penalty: 4790.448242
	Iteration 37Q: 3 clusters Score -3351316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3351315.750000 Penalty: 4790.448242
	Iteration 38Q: 3 clusters Score -3351316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3351311.250000 Penalty: 4790.448242
	Iteration 39Q: 3 clusters Score -3351311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3351319.250000 Penalty: 4790.448242
	Iteration 40F: 3 clusters Score -3351319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3351301.500000 Penalty: 4790.448242
	Iteration 41Q: 3 clusters Score -3351302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3351312.250000 Penalty: 4790.448242
	Iteration 42Q: 3 clusters Score -3351312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3351311.250000 Penalty: 4790.448242
	Iteration 43Q: 3 clusters Score -3351311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3351314.750000 Penalty: 4790.448242
	Iteration 44Q: 3 clusters Score -3351315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -3351319.500000 Penalty: 4790.448242
	Iteration 45Q: 3 clusters Score -3351320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3351312.500000 Penalty: 4790.448242
	Iteration 46Q: 3 clusters Score -3351312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3351320.000000 Penalty: 4790.448242
	Iteration 47Q: 3 clusters Score -3351320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3351318.000000 Penalty: 4790.448242
	Iteration 48Q: 3 clusters Score -3351318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3351316.750000 Penalty: 4790.448242
	Iteration 49Q: 3 clusters Score -3351317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3351316.750000 Penalty: 4790.448242
	Iteration 50Q: 3 clusters Score -3351317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3351318.500000 Penalty: 4790.448242
	Iteration 51Q: 3 clusters Score -3351318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3351313.750000 Penalty: 4790.448242
	Iteration 52Q: 3 clusters Score -3351314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3351316.250000 Penalty: 4790.448242
	Iteration 53Q: 3 clusters Score -3351316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3351312.750000 Penalty: 4790.448242
	Iteration 54Q: 3 clusters Score -3351313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3351315.250000 Penalty: 4790.448242
	Iteration 55Q: 3 clusters Score -3351315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3351315.250000 Penalty: 4790.448242
	Iteration 56F: 3 clusters Score -3351315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -169845.593750 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -169845.6 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 480 members 
Entering Unmasked Estep 
Score: -167980.734375 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -167980.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -168313.515625 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -168313.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -168480.296875 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -168480.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -168586.953125 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -168587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -168658.468750 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -168658.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -168699.625000 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -168699.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -168750.578125 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -168750.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -168774.453125 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -168774.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -168806.437500 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -168806.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -168833.578125 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -168833.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -168877.515625 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -168877.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -168897.187500 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -168897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -168906.171875 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -168906.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -168920.515625 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -168920.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -168933.015625 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -168933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -168942.328125 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -168942.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -168947.125000 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -168947.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -168947.750000 Penalty: 3402.368896
	Iteration 17Q: 3 clusters Score -168947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -168948.046875 Penalty: 3402.368896
	Iteration 18Q: 3 clusters Score -168948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -168956.031250 Penalty: 3402.368896
	Iteration 19Q: 3 clusters Score -168956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -168959.437500 Penalty: 3402.368896
	Iteration 20F: 3 clusters Score -168959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -168960.234375 Penalty: 3402.368896
	Iteration 21Q: 3 clusters Score -168960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -168960.921875 Penalty: 3402.368896
	Iteration 22Q: 3 clusters Score -168960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -168961.359375 Penalty: 3402.368896
	Iteration 23Q: 3 clusters Score -168961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -168967.734375 Penalty: 3402.368896
	Iteration 24Q: 3 clusters Score -168967.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -168968.125000 Penalty: 3402.368896
	Iteration 25Q: 3 clusters Score -168968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -168978.687500 Penalty: 3402.368896
	Iteration 26Q: 3 clusters Score -168978.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -168997.375000 Penalty: 3402.368896
	Iteration 27Q: 3 clusters Score -168997.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -169016.546875 Penalty: 3402.368896
	Iteration 28Q: 3 clusters Score -169016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -169021.500000 Penalty: 3402.368896
	Iteration 29Q: 3 clusters Score -169021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -169023.890625 Penalty: 3402.368896
	Iteration 30Q: 3 clusters Score -169023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -169027.281250 Penalty: 3402.368896
	Iteration 31Q: 3 clusters Score -169027.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -169029.265625 Penalty: 3402.368896
	Iteration 32Q: 3 clusters Score -169029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -169031.515625 Penalty: 3402.368896
	Iteration 33Q: 3 clusters Score -169031.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -169031.515625 Penalty: 3402.368896
	Iteration 34F: 3 clusters Score -169031.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -38183.195312 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -38183.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37089.367188 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -37089.37 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37348.164062 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -37348.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37468.585938 Penalty: 2780.477783
	Iteration 2F: 3 clusters Score -37468.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37474.375000 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -37474.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37474.375000 Penalty: 2780.477783
	Iteration 4F: 3 clusters Score -37474.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -82879.351562 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -82879.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -81417.593750 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -81417.59 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -81720.812500 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -81720.81 nChanged 48
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: -82040.257812 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -82040.26 nChanged 33
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: -82205.234375 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -82205.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82313.804688 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -82313.8 nChanged 21
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: -82391.812500 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -82391.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82406.859375 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -82406.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -82426.820312 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -82426.82 nChanged 2
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: -82429.539062 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -82429.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82442.750000 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -82442.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82456.921875 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -82456.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -82458.710938 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -82458.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82466.757812 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -82466.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82471.523438 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -82471.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82476.750000 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -82476.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -82488.414062 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -82488.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82501.921875 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -82501.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82512.867188 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -82512.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82516.226562 Penalty: 3126.099121
	Iteration 18Q: 3 clusters Score -82516.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -82523.921875 Penalty: 3126.099121
	Iteration 19Q: 3 clusters Score -82523.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82527.203125 Penalty: 3126.099121
	Iteration 20F: 3 clusters Score -82527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -82528.898438 Penalty: 3126.099121
	Iteration 21Q: 3 clusters Score -82528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82538.632812 Penalty: 3126.099121
	Iteration 22Q: 3 clusters Score -82538.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82538.632812 Penalty: 3126.099121
	Iteration 23F: 3 clusters Score -82538.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -96275.312500 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -96275.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -94743.828125 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -94743.83 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -94924.312500 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -94924.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -94968.640625 Penalty: 3105.699951
	Iteration 2Q: 3 clusters Score -94968.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -94981.578125 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -94981.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -94989.187500 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -94989.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -94995.015625 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -94995.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -94996.875000 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -94996.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -95000.343750 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -95000.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -95003.609375 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -95003.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -95004.953125 Penalty: 3105.699951
	Iteration 9Q: 3 clusters Score -95004.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -95009.960938 Penalty: 3105.699951
	Iteration 10Q: 3 clusters Score -95009.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -95010.421875 Penalty: 3105.699951
	Iteration 11Q: 3 clusters Score -95010.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -95010.421875 Penalty: 3105.699951
	Iteration 12F: 3 clusters Score -95010.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -470801.531250 Penalty: 1933.626343
	Iteration 0F: 2 clusters Score -470801.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -467906.312500 Penalty: 3867.252686
	Iteration 0F: 3 clusters Score -467906.3 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -468437.031250 Penalty: 3867.252686
	Iteration 1F: 3 clusters Score -468437 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -468577.875000 Penalty: 3867.252686
	Iteration 2F: 3 clusters Score -468577.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -468667.781250 Penalty: 3867.252686
	Iteration 3Q: 3 clusters Score -468667.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -468724.750000 Penalty: 3867.252686
	Iteration 4Q: 3 clusters Score -468724.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -468766.250000 Penalty: 3867.252686
	Iteration 5Q: 3 clusters Score -468766.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -468810.531250 Penalty: 3867.252686
	Iteration 6Q: 3 clusters Score -468810.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -468832.500000 Penalty: 3867.252686
	Iteration 7Q: 3 clusters Score -468832.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -468839.156250 Penalty: 3867.252686
	Iteration 8Q: 3 clusters Score -468839.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -468843.937500 Penalty: 3867.252686
	Iteration 9Q: 3 clusters Score -468843.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -468848.281250 Penalty: 3867.252686
	Iteration 10Q: 3 clusters Score -468848.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -468850.312500 Penalty: 3867.252686
	Iteration 11Q: 3 clusters Score -468850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -468853.437500 Penalty: 3867.252686
	Iteration 12Q: 3 clusters Score -468853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -468854.937500 Penalty: 3867.252686
	Iteration 13Q: 3 clusters Score -468854.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -468857.531250 Penalty: 3867.252686
	Iteration 14Q: 3 clusters Score -468857.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -468859.718750 Penalty: 3867.252686
	Iteration 15Q: 3 clusters Score -468859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -468861.062500 Penalty: 3867.252686
	Iteration 16Q: 3 clusters Score -468861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -468863.156250 Penalty: 3867.252686
	Iteration 17Q: 3 clusters Score -468863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -468863.937500 Penalty: 3867.252686
	Iteration 18Q: 3 clusters Score -468863.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -468864.812500 Penalty: 3867.252686
	Iteration 19Q: 3 clusters Score -468864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -468865.218750 Penalty: 3867.252686
	Iteration 20F: 3 clusters Score -468865.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (26051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Entering Unmasked Estep 
Score: -5067689.000000 Penalty: 2521.617188
	Iteration 0F: 2 clusters Score -5067689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -5049796.500000 Penalty: 5043.234375
	Iteration 0F: 3 clusters Score -5049796 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -5055939.000000 Penalty: 5043.234375
	Iteration 1F: 3 clusters Score -5055939 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -5056298.500000 Penalty: 5043.234375
	Iteration 2Q: 3 clusters Score -5056298 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -5056569.000000 Penalty: 5043.234375
	Iteration 3Q: 3 clusters Score -5056569 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -5056805.000000 Penalty: 5043.234375
	Iteration 4Q: 3 clusters Score -5056805 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -5056988.000000 Penalty: 5043.234375
	Iteration 5Q: 3 clusters Score -5056988 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -5057124.500000 Penalty: 5043.234375
	Iteration 6Q: 3 clusters Score -5057124 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -5057273.500000 Penalty: 5043.234375
	Iteration 7Q: 3 clusters Score -5057274 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -5057454.000000 Penalty: 5043.234375
	Iteration 8Q: 3 clusters Score -5057454 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -5057696.000000 Penalty: 5043.234375
	Iteration 9Q: 3 clusters Score -5057696 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -5058056.500000 Penalty: 5043.234375
	Iteration 10Q: 3 clusters Score -5058056 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -5058570.500000 Penalty: 5043.234375
	Iteration 11Q: 3 clusters Score -5058570 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -5059271.500000 Penalty: 5043.234375
	Iteration 12Q: 3 clusters Score -5059272 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -5060300.500000 Penalty: 5043.234375
	Iteration 13F: 3 clusters Score -5060300 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -5061621.500000 Penalty: 5043.234375
	Iteration 14F: 3 clusters Score -5061622 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -5062984.500000 Penalty: 5043.234375
	Iteration 15F: 3 clusters Score -5062984 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -5064075.500000 Penalty: 5043.234375
	Iteration 16Q: 3 clusters Score -5064076 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -5064708.500000 Penalty: 5043.234375
	Iteration 17Q: 3 clusters Score -5064708 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -5065070.000000 Penalty: 5043.234375
	Iteration 18Q: 3 clusters Score -5065070 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -5065250.000000 Penalty: 5043.234375
	Iteration 19Q: 3 clusters Score -5065250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -5065334.500000 Penalty: 5043.234375
	Iteration 20F: 3 clusters Score -5065334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -5065376.500000 Penalty: 5043.234375
	Iteration 21Q: 3 clusters Score -5065376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -5065419.000000 Penalty: 5043.234375
	Iteration 22Q: 3 clusters Score -5065419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -5065441.500000 Penalty: 5043.234375
	Iteration 23Q: 3 clusters Score -5065442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -5065445.500000 Penalty: 5043.234375
	Iteration 24Q: 3 clusters Score -5065446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -5065456.000000 Penalty: 5043.234375
	Iteration 25Q: 3 clusters Score -5065456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -5065473.500000 Penalty: 5043.234375
	Iteration 26Q: 3 clusters Score -5065474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -5065478.000000 Penalty: 5043.234375
	Iteration 27Q: 3 clusters Score -5065478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -5065488.500000 Penalty: 5043.234375
	Iteration 28Q: 3 clusters Score -5065488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -5065498.500000 Penalty: 5043.234375
	Iteration 29Q: 3 clusters Score -5065498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -5065497.000000 Penalty: 5043.234375
	Iteration 30Q: 3 clusters Score -5065497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -5065501.500000 Penalty: 5043.234375
	Iteration 31Q: 3 clusters Score -5065502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -5065499.500000 Penalty: 5043.234375
	Iteration 32Q: 3 clusters Score -5065500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -5065499.500000 Penalty: 5043.234375
	Iteration 33F: 3 clusters Score -5065500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -17186.345703 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -17186.35 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 102 members 
Entering Unmasked Estep 
Score: -16423.937500 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -16423.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16568.273438 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -16568.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16637.839844 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -16637.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16686.769531 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -16686.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16705.820312 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -16705.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16705.820312 Penalty: 2677.488770
	Iteration 5F: 3 clusters Score -16705.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -130358.523438 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -130358.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -128737.070312 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -128737.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -129106.273438 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -129106.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -129307.195312 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -129307.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -129430.429688 Penalty: 3295.319824
	Iteration 3Q: 3 clusters Score -129430.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -129589.304688 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -129589.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -129672.679688 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -129672.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -129741.023438 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -129741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -129772.875000 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -129772.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -129790.585938 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -129790.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -129800.046875 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -129800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -129806.632812 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -129806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -129814.484375 Penalty: 3295.319824
	Iteration 11Q: 3 clusters Score -129814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -129833.789062 Penalty: 3295.319824
	Iteration 12Q: 3 clusters Score -129833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -129840.257812 Penalty: 3295.319824
	Iteration 13Q: 3 clusters Score -129840.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -129840.898438 Penalty: 3295.319824
	Iteration 14F: 3 clusters Score -129840.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -129850.656250 Penalty: 3295.319824
	Iteration 15Q: 3 clusters Score -129850.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -129852.218750 Penalty: 3295.319824
	Iteration 16Q: 3 clusters Score -129852.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -129870.781250 Penalty: 3295.319824
	Iteration 17Q: 3 clusters Score -129870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -129876.328125 Penalty: 3295.319824
	Iteration 18Q: 3 clusters Score -129876.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -129883.640625 Penalty: 3295.319824
	Iteration 19Q: 3 clusters Score -129883.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -129884.726562 Penalty: 3295.319824
	Iteration 20F: 3 clusters Score -129884.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (15954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Entering Unmasked Estep 
Score: -3434116.000000 Penalty: 2400.011230
	Iteration 0F: 2 clusters Score -3434116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3423532.500000 Penalty: 4800.022461
	Iteration 0F: 3 clusters Score -3423532 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3427088.000000 Penalty: 4800.022461
	Iteration 1F: 3 clusters Score -3427088 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -3427470.750000 Penalty: 4800.022461
	Iteration 2F: 3 clusters Score -3427471 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3427767.000000 Penalty: 4800.022461
	Iteration 3F: 3 clusters Score -3427767 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3428030.000000 Penalty: 4800.022461
	Iteration 4Q: 3 clusters Score -3428030 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3428286.250000 Penalty: 4800.022461
	Iteration 5Q: 3 clusters Score -3428286 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3428509.250000 Penalty: 4800.022461
	Iteration 6Q: 3 clusters Score -3428509 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3428764.750000 Penalty: 4800.022461
	Iteration 7Q: 3 clusters Score -3428765 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3429020.250000 Penalty: 4800.022461
	Iteration 8Q: 3 clusters Score -3429020 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3429358.500000 Penalty: 4800.022461
	Iteration 9Q: 3 clusters Score -3429358 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3429879.250000 Penalty: 4800.022461
	Iteration 10F: 3 clusters Score -3429879 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3430385.500000 Penalty: 4800.022461
	Iteration 11F: 3 clusters Score -3430386 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3430782.750000 Penalty: 4800.022461
	Iteration 12Q: 3 clusters Score -3430783 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -3431122.250000 Penalty: 4800.022461
	Iteration 13Q: 3 clusters Score -3431122 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3431381.250000 Penalty: 4800.022461
	Iteration 14Q: 3 clusters Score -3431381 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3431586.500000 Penalty: 4800.022461
	Iteration 15Q: 3 clusters Score -3431586 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3431752.000000 Penalty: 4800.022461
	Iteration 16Q: 3 clusters Score -3431752 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3431868.000000 Penalty: 4800.022461
	Iteration 17Q: 3 clusters Score -3431868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3431945.500000 Penalty: 4800.022461
	Iteration 18Q: 3 clusters Score -3431946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3431976.500000 Penalty: 4800.022461
	Iteration 19Q: 3 clusters Score -3431976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3432008.000000 Penalty: 4800.022461
	Iteration 20F: 3 clusters Score -3432008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3432033.750000 Penalty: 4800.022461
	Iteration 21Q: 3 clusters Score -3432034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3432034.250000 Penalty: 4800.022461
	Iteration 22Q: 3 clusters Score -3432034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3432043.250000 Penalty: 4800.022461
	Iteration 23Q: 3 clusters Score -3432043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3432049.500000 Penalty: 4800.022461
	Iteration 24Q: 3 clusters Score -3432050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3432055.500000 Penalty: 4800.022461
	Iteration 25Q: 3 clusters Score -3432056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3432068.000000 Penalty: 4800.022461
	Iteration 26Q: 3 clusters Score -3432068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3432072.500000 Penalty: 4800.022461
	Iteration 27Q: 3 clusters Score -3432072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3432080.000000 Penalty: 4800.022461
	Iteration 28Q: 3 clusters Score -3432080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3432083.000000 Penalty: 4800.022461
	Iteration 29Q: 3 clusters Score -3432083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -3432087.500000 Penalty: 4800.022461
	Iteration 30Q: 3 clusters Score -3432088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -3432088.500000 Penalty: 4800.022461
	Iteration 31Q: 3 clusters Score -3432088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3432090.750000 Penalty: 4800.022461
	Iteration 32Q: 3 clusters Score -3432091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3432090.750000 Penalty: 4800.022461
	Iteration 33F: 3 clusters Score -3432091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -455953.531250 Penalty: 1926.176392
	Iteration 0F: 2 clusters Score -455953.5 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 1161 members 
Entering Unmasked Estep 
Score: -453072.250000 Penalty: 3852.352783
	Iteration 0F: 3 clusters Score -453072.2 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -453607.156250 Penalty: 3852.352783
	Iteration 1F: 3 clusters Score -453607.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -453779.968750 Penalty: 3852.352783
	Iteration 2F: 3 clusters Score -453780 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -453906.531250 Penalty: 3852.352783
	Iteration 3F: 3 clusters Score -453906.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -453990.125000 Penalty: 3852.352783
	Iteration 4Q: 3 clusters Score -453990.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -454045.375000 Penalty: 3852.352783
	Iteration 5Q: 3 clusters Score -454045.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -454083.750000 Penalty: 3852.352783
	Iteration 6Q: 3 clusters Score -454083.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -454120.437500 Penalty: 3852.352783
	Iteration 7Q: 3 clusters Score -454120.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -454149.968750 Penalty: 3852.352783
	Iteration 8Q: 3 clusters Score -454150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -454171.312500 Penalty: 3852.352783
	Iteration 9Q: 3 clusters Score -454171.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -454184.750000 Penalty: 3852.352783
	Iteration 10Q: 3 clusters Score -454184.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -454201.625000 Penalty: 3852.352783
	Iteration 11Q: 3 clusters Score -454201.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -454219.843750 Penalty: 3852.352783
	Iteration 12Q: 3 clusters Score -454219.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -454231.375000 Penalty: 3852.352783
	Iteration 13Q: 3 clusters Score -454231.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -454241.093750 Penalty: 3852.352783
	Iteration 14Q: 3 clusters Score -454241.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -454246.843750 Penalty: 3852.352783
	Iteration 15Q: 3 clusters Score -454246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -454253.843750 Penalty: 3852.352783
	Iteration 16Q: 3 clusters Score -454253.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -454260.687500 Penalty: 3852.352783
	Iteration 17Q: 3 clusters Score -454260.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -454270.000000 Penalty: 3852.352783
	Iteration 18Q: 3 clusters Score -454270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -454276.281250 Penalty: 3852.352783
	Iteration 19Q: 3 clusters Score -454276.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -454283.093750 Penalty: 3852.352783
	Iteration 20F: 3 clusters Score -454283.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -454286.625000 Penalty: 3852.352783
	Iteration 21Q: 3 clusters Score -454286.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -454289.000000 Penalty: 3852.352783
	Iteration 22Q: 3 clusters Score -454289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -454292.906250 Penalty: 3852.352783
	Iteration 23Q: 3 clusters Score -454292.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -454294.812500 Penalty: 3852.352783
	Iteration 24Q: 3 clusters Score -454294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -454297.062500 Penalty: 3852.352783
	Iteration 25Q: 3 clusters Score -454297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -454297.500000 Penalty: 3852.352783
	Iteration 26Q: 3 clusters Score -454297.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -454299.000000 Penalty: 3852.352783
	Iteration 27Q: 3 clusters Score -454299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -454299.000000 Penalty: 3852.352783
	Iteration 28F: 3 clusters Score -454299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (34651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Entering Unmasked Estep 
Score: -6798211.500000 Penalty: 2592.364258
	Iteration 0F: 2 clusters Score -6798212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -6777644.000000 Penalty: 5184.728516
	Iteration 0F: 3 clusters Score -6777644 nChanged 15791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -6786285.000000 Penalty: 5184.728516
	Iteration 1F: 3 clusters Score -6786285 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -6786711.000000 Penalty: 5184.728516
	Iteration 2Q: 3 clusters Score -6786711 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -6787012.500000 Penalty: 5184.728516
	Iteration 3Q: 3 clusters Score -6787012 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -6787291.500000 Penalty: 5184.728516
	Iteration 4Q: 3 clusters Score -6787292 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -6787561.500000 Penalty: 5184.728516
	Iteration 5Q: 3 clusters Score -6787562 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -6787796.500000 Penalty: 5184.728516
	Iteration 6Q: 3 clusters Score -6787796 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -6787998.000000 Penalty: 5184.728516
	Iteration 7Q: 3 clusters Score -6787998 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -6788219.500000 Penalty: 5184.728516
	Iteration 8Q: 3 clusters Score -6788220 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -6788416.000000 Penalty: 5184.728516
	Iteration 9Q: 3 clusters Score -6788416 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -6788678.000000 Penalty: 5184.728516
	Iteration 10Q: 3 clusters Score -6788678 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -6789009.500000 Penalty: 5184.728516
	Iteration 11Q: 3 clusters Score -6789010 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -6789414.000000 Penalty: 5184.728516
	Iteration 12Q: 3 clusters Score -6789414 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -6790145.000000 Penalty: 5184.728516
	Iteration 13Q: 3 clusters Score -6790145 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -6791169.000000 Penalty: 5184.728516
	Iteration 14Q: 3 clusters Score -6791169 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -6792344.500000 Penalty: 5184.728516
	Iteration 15Q: 3 clusters Score -6792344 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -6793251.500000 Penalty: 5184.728516
	Iteration 16Q: 3 clusters Score -6793252 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -6793834.000000 Penalty: 5184.728516
	Iteration 17Q: 3 clusters Score -6793834 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -6794152.000000 Penalty: 5184.728516
	Iteration 18Q: 3 clusters Score -6794152 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -6794392.000000 Penalty: 5184.728516
	Iteration 19Q: 3 clusters Score -6794392 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -6794601.500000 Penalty: 5184.728516
	Iteration 20F: 3 clusters Score -6794602 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -6794833.000000 Penalty: 5184.728516
	Iteration 21Q: 3 clusters Score -6794833 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -6795087.500000 Penalty: 5184.728516
	Iteration 22Q: 3 clusters Score -6795088 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -6795346.000000 Penalty: 5184.728516
	Iteration 23Q: 3 clusters Score -6795346 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -6795604.000000 Penalty: 5184.728516
	Iteration 24Q: 3 clusters Score -6795604 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -6795839.000000 Penalty: 5184.728516
	Iteration 25Q: 3 clusters Score -6795839 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -6796094.500000 Penalty: 5184.728516
	Iteration 26Q: 3 clusters Score -6796094 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -6796412.000000 Penalty: 5184.728516
	Iteration 27Q: 3 clusters Score -6796412 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -6796645.500000 Penalty: 5184.728516
	Iteration 28Q: 3 clusters Score -6796646 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -6796837.500000 Penalty: 5184.728516
	Iteration 29Q: 3 clusters Score -6796838 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -6797008.500000 Penalty: 5184.728516
	Iteration 30Q: 3 clusters Score -6797008 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -6797115.500000 Penalty: 5184.728516
	Iteration 31Q: 3 clusters Score -6797116 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -6797178.500000 Penalty: 5184.728516
	Iteration 32Q: 3 clusters Score -6797178 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -6797288.500000 Penalty: 5184.728516
	Iteration 33Q: 3 clusters Score -6797288 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -6797342.000000 Penalty: 5184.728516
	Iteration 34Q: 3 clusters Score -6797342 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -6797393.500000 Penalty: 5184.728516
	Iteration 35Q: 3 clusters Score -6797394 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -6797412.000000 Penalty: 5184.728516
	Iteration 36Q: 3 clusters Score -6797412 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -6797431.000000 Penalty: 5184.728516
	Iteration 37Q: 3 clusters Score -6797431 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -6797484.500000 Penalty: 5184.728516
	Iteration 38Q: 3 clusters Score -6797484 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -6797491.000000 Penalty: 5184.728516
	Iteration 39Q: 3 clusters Score -6797491 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -6797533.000000 Penalty: 5184.728516
	Iteration 40F: 3 clusters Score -6797533 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -6797552.500000 Penalty: 5184.728516
	Iteration 41Q: 3 clusters Score -6797552 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -6797590.500000 Penalty: 5184.728516
	Iteration 42Q: 3 clusters Score -6797590 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -6797621.500000 Penalty: 5184.728516
	Iteration 43Q: 3 clusters Score -6797622 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -6797645.000000 Penalty: 5184.728516
	Iteration 44Q: 3 clusters Score -6797645 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -6797676.000000 Penalty: 5184.728516
	Iteration 45Q: 3 clusters Score -6797676 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -6797677.000000 Penalty: 5184.728516
	Iteration 46Q: 3 clusters Score -6797677 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -6797688.000000 Penalty: 5184.728516
	Iteration 47Q: 3 clusters Score -6797688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -6797691.000000 Penalty: 5184.728516
	Iteration 48Q: 3 clusters Score -6797691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -6797703.500000 Penalty: 5184.728516
	Iteration 49Q: 3 clusters Score -6797704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -6797711.500000 Penalty: 5184.728516
	Iteration 50Q: 3 clusters Score -6797712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -6797724.000000 Penalty: 5184.728516
	Iteration 51Q: 3 clusters Score -6797724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -6797738.000000 Penalty: 5184.728516
	Iteration 52Q: 3 clusters Score -6797738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -6797722.000000 Penalty: 5184.728516
	Iteration 53Q: 3 clusters Score -6797722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -6797721.500000 Penalty: 5184.728516
	Iteration 54Q: 3 clusters Score -6797722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -6797724.000000 Penalty: 5184.728516
	Iteration 55Q: 3 clusters Score -6797724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -6797737.000000 Penalty: 5184.728516
	Iteration 56Q: 3 clusters Score -6797737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -6797743.500000 Penalty: 5184.728516
	Iteration 57Q: 3 clusters Score -6797744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -6797756.000000 Penalty: 5184.728516
	Iteration 58Q: 3 clusters Score -6797756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -6797758.000000 Penalty: 5184.728516
	Iteration 59Q: 3 clusters Score -6797758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -6797770.000000 Penalty: 5184.728516
	Iteration 60F: 3 clusters Score -6797770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -6797777.500000 Penalty: 5184.728516
	Iteration 61Q: 3 clusters Score -6797778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -6797785.500000 Penalty: 5184.728516
	Iteration 62Q: 3 clusters Score -6797786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -6797780.000000 Penalty: 5184.728516
	Iteration 63Q: 3 clusters Score -6797780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -6797787.000000 Penalty: 5184.728516
	Iteration 64Q: 3 clusters Score -6797787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -6797795.500000 Penalty: 5184.728516
	Iteration 65Q: 3 clusters Score -6797796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -6797788.000000 Penalty: 5184.728516
	Iteration 66Q: 3 clusters Score -6797788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -6797811.500000 Penalty: 5184.728516
	Iteration 67Q: 3 clusters Score -6797812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -6797808.500000 Penalty: 5184.728516
	Iteration 68Q: 3 clusters Score -6797808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -6797805.000000 Penalty: 5184.728516
	Iteration 69Q: 3 clusters Score -6797805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -6797812.000000 Penalty: 5184.728516
	Iteration 70Q: 3 clusters Score -6797812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -6797816.000000 Penalty: 5184.728516
	Iteration 71Q: 3 clusters Score -6797816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -6797817.000000 Penalty: 5184.728516
	Iteration 72Q: 3 clusters Score -6797817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -6797822.000000 Penalty: 5184.728516
	Iteration 73Q: 3 clusters Score -6797822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -6797809.500000 Penalty: 5184.728516
	Iteration 74Q: 3 clusters Score -6797810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -6797808.000000 Penalty: 5184.728516
	Iteration 75Q: 3 clusters Score -6797808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -6797808.000000 Penalty: 5184.728516
	Iteration 76F: 3 clusters Score -6797808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (29771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Entering Unmasked Estep 
Score: -5864613.000000 Penalty: 2554.719971
	Iteration 0F: 2 clusters Score -5864613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -5846140.500000 Penalty: 5109.439941
	Iteration 0F: 3 clusters Score -5846140 nChanged 13272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -5853155.500000 Penalty: 5109.439941
	Iteration 1F: 3 clusters Score -5853156 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -5853591.000000 Penalty: 5109.439941
	Iteration 2Q: 3 clusters Score -5853591 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -5853953.500000 Penalty: 5109.439941
	Iteration 3Q: 3 clusters Score -5853954 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -5854253.500000 Penalty: 5109.439941
	Iteration 4Q: 3 clusters Score -5854254 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -5854440.000000 Penalty: 5109.439941
	Iteration 5Q: 3 clusters Score -5854440 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -5854624.500000 Penalty: 5109.439941
	Iteration 6Q: 3 clusters Score -5854624 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -5854741.500000 Penalty: 5109.439941
	Iteration 7Q: 3 clusters Score -5854742 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -5854886.500000 Penalty: 5109.439941
	Iteration 8Q: 3 clusters Score -5854886 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -5855011.500000 Penalty: 5109.439941
	Iteration 9Q: 3 clusters Score -5855012 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -5855148.500000 Penalty: 5109.439941
	Iteration 10Q: 3 clusters Score -5855148 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -5855302.000000 Penalty: 5109.439941
	Iteration 11Q: 3 clusters Score -5855302 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -5855492.000000 Penalty: 5109.439941
	Iteration 12Q: 3 clusters Score -5855492 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -5855733.500000 Penalty: 5109.439941
	Iteration 13Q: 3 clusters Score -5855734 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -5856110.500000 Penalty: 5109.439941
	Iteration 14Q: 3 clusters Score -5856110 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -5856627.000000 Penalty: 5109.439941
	Iteration 15Q: 3 clusters Score -5856627 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -5857274.000000 Penalty: 5109.439941
	Iteration 16Q: 3 clusters Score -5857274 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -5858049.500000 Penalty: 5109.439941
	Iteration 17Q: 3 clusters Score -5858050 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -5858872.500000 Penalty: 5109.439941
	Iteration 18Q: 3 clusters Score -5858872 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -5859618.000000 Penalty: 5109.439941
	Iteration 19Q: 3 clusters Score -5859618 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -5860288.000000 Penalty: 5109.439941
	Iteration 20F: 3 clusters Score -5860288 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -5860926.000000 Penalty: 5109.439941
	Iteration 21Q: 3 clusters Score -5860926 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -5861346.500000 Penalty: 5109.439941
	Iteration 22Q: 3 clusters Score -5861346 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -5861635.000000 Penalty: 5109.439941
	Iteration 23Q: 3 clusters Score -5861635 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -5861827.500000 Penalty: 5109.439941
	Iteration 24Q: 3 clusters Score -5861828 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -5861986.500000 Penalty: 5109.439941
	Iteration 25Q: 3 clusters Score -5861986 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -5862067.500000 Penalty: 5109.439941
	Iteration 26Q: 3 clusters Score -5862068 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -5862147.000000 Penalty: 5109.439941
	Iteration 27Q: 3 clusters Score -5862147 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -5862191.000000 Penalty: 5109.439941
	Iteration 28Q: 3 clusters Score -5862191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -5862232.000000 Penalty: 5109.439941
	Iteration 29Q: 3 clusters Score -5862232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -5862262.000000 Penalty: 5109.439941
	Iteration 30Q: 3 clusters Score -5862262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -5862278.500000 Penalty: 5109.439941
	Iteration 31Q: 3 clusters Score -5862278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -5862296.500000 Penalty: 5109.439941
	Iteration 32Q: 3 clusters Score -5862296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -5862316.500000 Penalty: 5109.439941
	Iteration 33Q: 3 clusters Score -5862316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -5862350.000000 Penalty: 5109.439941
	Iteration 34Q: 3 clusters Score -5862350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -5862372.500000 Penalty: 5109.439941
	Iteration 35Q: 3 clusters Score -5862372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -5862381.000000 Penalty: 5109.439941
	Iteration 36Q: 3 clusters Score -5862381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -5862391.000000 Penalty: 5109.439941
	Iteration 37Q: 3 clusters Score -5862391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -5862400.500000 Penalty: 5109.439941
	Iteration 38Q: 3 clusters Score -5862400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -5862411.000000 Penalty: 5109.439941
	Iteration 39Q: 3 clusters Score -5862411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -5862417.500000 Penalty: 5109.439941
	Iteration 40F: 3 clusters Score -5862418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -5862428.500000 Penalty: 5109.439941
	Iteration 41Q: 3 clusters Score -5862428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -5862426.500000 Penalty: 5109.439941
	Iteration 42Q: 3 clusters Score -5862426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -5862430.500000 Penalty: 5109.439941
	Iteration 43Q: 3 clusters Score -5862430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -5862434.500000 Penalty: 5109.439941
	Iteration 44Q: 3 clusters Score -5862434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -5862437.500000 Penalty: 5109.439941
	Iteration 45Q: 3 clusters Score -5862438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -5862433.500000 Penalty: 5109.439941
	Iteration 46Q: 3 clusters Score -5862434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -5862439.500000 Penalty: 5109.439941
	Iteration 47Q: 3 clusters Score -5862440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -5862438.500000 Penalty: 5109.439941
	Iteration 48Q: 3 clusters Score -5862438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -5862438.500000 Penalty: 5109.439941
	Iteration 49F: 3 clusters Score -5862438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (32700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Entering Unmasked Estep 
Score: -6427893.500000 Penalty: 2577.992188
	Iteration 0F: 2 clusters Score -6427894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -6408586.500000 Penalty: 5155.984375
	Iteration 0F: 3 clusters Score -6408586 nChanged 14757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -6416841.500000 Penalty: 5155.984375
	Iteration 1F: 3 clusters Score -6416842 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -6417289.000000 Penalty: 5155.984375
	Iteration 2Q: 3 clusters Score -6417289 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -6417633.000000 Penalty: 5155.984375
	Iteration 3Q: 3 clusters Score -6417633 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -6417982.000000 Penalty: 5155.984375
	Iteration 4Q: 3 clusters Score -6417982 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -6418312.500000 Penalty: 5155.984375
	Iteration 5Q: 3 clusters Score -6418312 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -6418603.500000 Penalty: 5155.984375
	Iteration 6Q: 3 clusters Score -6418604 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -6418968.500000 Penalty: 5155.984375
	Iteration 7Q: 3 clusters Score -6418968 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -6419361.000000 Penalty: 5155.984375
	Iteration 8Q: 3 clusters Score -6419361 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -6419700.000000 Penalty: 5155.984375
	Iteration 9Q: 3 clusters Score -6419700 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -6420180.500000 Penalty: 5155.984375
	Iteration 10Q: 3 clusters Score -6420180 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -6420685.000000 Penalty: 5155.984375
	Iteration 11F: 3 clusters Score -6420685 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -6421388.500000 Penalty: 5155.984375
	Iteration 12F: 3 clusters Score -6421388 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -6422573.000000 Penalty: 5155.984375
	Iteration 13F: 3 clusters Score -6422573 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -6423481.500000 Penalty: 5155.984375
	Iteration 14Q: 3 clusters Score -6423482 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -6424196.000000 Penalty: 5155.984375
	Iteration 15Q: 3 clusters Score -6424196 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6424632.500000 Penalty: 5155.984375
	Iteration 16Q: 3 clusters Score -6424632 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6424923.000000 Penalty: 5155.984375
	Iteration 17Q: 3 clusters Score -6424923 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6425155.500000 Penalty: 5155.984375
	Iteration 18Q: 3 clusters Score -6425156 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6425290.000000 Penalty: 5155.984375
	Iteration 19Q: 3 clusters Score -6425290 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6425413.000000 Penalty: 5155.984375
	Iteration 20F: 3 clusters Score -6425413 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6425505.000000 Penalty: 5155.984375
	Iteration 21Q: 3 clusters Score -6425505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6425561.500000 Penalty: 5155.984375
	Iteration 22Q: 3 clusters Score -6425562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6425597.500000 Penalty: 5155.984375
	Iteration 23Q: 3 clusters Score -6425598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6425622.000000 Penalty: 5155.984375
	Iteration 24Q: 3 clusters Score -6425622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6425633.000000 Penalty: 5155.984375
	Iteration 25Q: 3 clusters Score -6425633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6425635.000000 Penalty: 5155.984375
	Iteration 26Q: 3 clusters Score -6425635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6425643.500000 Penalty: 5155.984375
	Iteration 27Q: 3 clusters Score -6425644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6425640.500000 Penalty: 5155.984375
	Iteration 28Q: 3 clusters Score -6425640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6425645.000000 Penalty: 5155.984375
	Iteration 29Q: 3 clusters Score -6425645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6425648.000000 Penalty: 5155.984375
	Iteration 30Q: 3 clusters Score -6425648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6425659.000000 Penalty: 5155.984375
	Iteration 31Q: 3 clusters Score -6425659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6425664.500000 Penalty: 5155.984375
	Iteration 32Q: 3 clusters Score -6425664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6425678.000000 Penalty: 5155.984375
	Iteration 33Q: 3 clusters Score -6425678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6425682.500000 Penalty: 5155.984375
	Iteration 34Q: 3 clusters Score -6425682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6425684.500000 Penalty: 5155.984375
	Iteration 35Q: 3 clusters Score -6425684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6425695.000000 Penalty: 5155.984375
	Iteration 36Q: 3 clusters Score -6425695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6425694.500000 Penalty: 5155.984375
	Iteration 37Q: 3 clusters Score -6425694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6425700.000000 Penalty: 5155.984375
	Iteration 38Q: 3 clusters Score -6425700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6425700.000000 Penalty: 5155.984375
	Iteration 39F: 3 clusters Score -6425700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (37678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Entering Unmasked Estep 
Score: -7358462.000000 Penalty: 2613.134277
	Iteration 0F: 2 clusters Score -7358462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -7335946.000000 Penalty: 5226.268555
	Iteration 0F: 3 clusters Score -7335946 nChanged 17097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -7345184.000000 Penalty: 5226.268555
	Iteration 1F: 3 clusters Score -7345184 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -7345597.000000 Penalty: 5226.268555
	Iteration 2Q: 3 clusters Score -7345597 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -7345964.500000 Penalty: 5226.268555
	Iteration 3Q: 3 clusters Score -7345964 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -7346301.000000 Penalty: 5226.268555
	Iteration 4Q: 3 clusters Score -7346301 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -7346608.000000 Penalty: 5226.268555
	Iteration 5Q: 3 clusters Score -7346608 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -7346978.500000 Penalty: 5226.268555
	Iteration 6Q: 3 clusters Score -7346978 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -7347450.500000 Penalty: 5226.268555
	Iteration 7Q: 3 clusters Score -7347450 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -7348114.500000 Penalty: 5226.268555
	Iteration 8Q: 3 clusters Score -7348114 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -7349118.000000 Penalty: 5226.268555
	Iteration 9F: 3 clusters Score -7349118 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -7350391.000000 Penalty: 5226.268555
	Iteration 10F: 3 clusters Score -7350391 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -7351839.500000 Penalty: 5226.268555
	Iteration 11F: 3 clusters Score -7351840 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -7353346.000000 Penalty: 5226.268555
	Iteration 12F: 3 clusters Score -7353346 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -7354509.500000 Penalty: 5226.268555
	Iteration 13Q: 3 clusters Score -7354510 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7355219.500000 Penalty: 5226.268555
	Iteration 14Q: 3 clusters Score -7355220 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7355596.000000 Penalty: 5226.268555
	Iteration 15Q: 3 clusters Score -7355596 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7355805.000000 Penalty: 5226.268555
	Iteration 16Q: 3 clusters Score -7355805 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7355911.000000 Penalty: 5226.268555
	Iteration 17Q: 3 clusters Score -7355911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7355960.500000 Penalty: 5226.268555
	Iteration 18Q: 3 clusters Score -7355960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7355994.000000 Penalty: 5226.268555
	Iteration 19Q: 3 clusters Score -7355994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7356015.000000 Penalty: 5226.268555
	Iteration 20F: 3 clusters Score -7356015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7356030.500000 Penalty: 5226.268555
	Iteration 21Q: 3 clusters Score -7356030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7356031.000000 Penalty: 5226.268555
	Iteration 22Q: 3 clusters Score -7356031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7356038.500000 Penalty: 5226.268555
	Iteration 23Q: 3 clusters Score -7356038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7356049.500000 Penalty: 5226.268555
	Iteration 24Q: 3 clusters Score -7356050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7356056.000000 Penalty: 5226.268555
	Iteration 25Q: 3 clusters Score -7356056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7356069.000000 Penalty: 5226.268555
	Iteration 26Q: 3 clusters Score -7356069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7356070.000000 Penalty: 5226.268555
	Iteration 27Q: 3 clusters Score -7356070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7356072.500000 Penalty: 5226.268555
	Iteration 28Q: 3 clusters Score -7356072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7356072.500000 Penalty: 5226.268555
	Iteration 29F: 3 clusters Score -7356072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3804 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 29976 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15628 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 38803 members 
Mstep: Class 20 contains 8162 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 8075 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14348 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19478 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 3219 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26687 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15649 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26051 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15954 members 
Mstep: Class 53 contains 2361 members 
Mstep: Class 54 contains 34651 members 
Mstep: Class 55 contains 29771 members 
Mstep: Class 56 contains 32700 members 
Mstep: Class 57 contains 37678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246160.000000 Penalty: 180303.937500
Iteration 479Q: 57 clusters Score -8.424616e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6842 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 30012 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15627 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 38801 members 
Mstep: Class 20 contains 8164 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 8065 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14347 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19474 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 3219 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26721 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15658 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26051 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15955 members 
Mstep: Class 53 contains 2359 members 
Mstep: Class 54 contains 34661 members 
Mstep: Class 55 contains 29758 members 
Mstep: Class 56 contains 32674 members 
Mstep: Class 57 contains 37654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246384.000000 Penalty: 180303.937500
Iteration 480F: 57 clusters Score -8.424638e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6832 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 30030 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15627 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 38796 members 
Mstep: Class 20 contains 8165 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 8050 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14349 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19476 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 3218 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26747 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15659 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26057 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15952 members 
Mstep: Class 53 contains 2364 members 
Mstep: Class 54 contains 34683 members 
Mstep: Class 55 contains 29763 members 
Mstep: Class 56 contains 32651 members 
Mstep: Class 57 contains 37620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246384.000000 Penalty: 180303.937500
Iteration 481Q: 57 clusters Score -8.424638e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6821 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 30052 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15626 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 38797 members 
Mstep: Class 20 contains 8167 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 8037 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14350 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19478 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 3218 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26779 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15662 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26054 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15952 members 
Mstep: Class 53 contains 2367 members 
Mstep: Class 54 contains 34705 members 
Mstep: Class 55 contains 29750 members 
Mstep: Class 56 contains 32643 members 
Mstep: Class 57 contains 37582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246488.000000 Penalty: 180303.937500
Iteration 482Q: 57 clusters Score -8.424649e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 30069 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15625 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 38794 members 
Mstep: Class 20 contains 8168 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 8031 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14350 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 19474 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 3218 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26817 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15663 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 26036 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15951 members 
Mstep: Class 53 contains 2368 members 
Mstep: Class 54 contains 34718 members 
Mstep: Class 55 contains 29732 members 
Mstep: Class 56 contains 32656 members 
Mstep: Class 57 contains 37553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246552.000000 Penalty: 180303.937500
Iteration 483Q: 57 clusters Score -8.424655e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6813 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 30096 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15625 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 38798 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 8024 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14350 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19470 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 3218 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26843 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15664 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2432 members 
Mstep: Class 49 contains 26021 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15947 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 34727 members 
Mstep: Class 55 contains 29726 members 
Mstep: Class 56 contains 32655 members 
Mstep: Class 57 contains 37526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246408.000000 Penalty: 180303.937500
Iteration 484Q: 57 clusters Score -8.424641e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6812 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 30116 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15628 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 8015 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14351 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19468 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 3218 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26878 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15665 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2431 members 
Mstep: Class 49 contains 26008 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15942 members 
Mstep: Class 53 contains 2364 members 
Mstep: Class 54 contains 34747 members 
Mstep: Class 55 contains 29716 members 
Mstep: Class 56 contains 32646 members 
Mstep: Class 57 contains 37497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246440.000000 Penalty: 180303.937500
Iteration 485Q: 57 clusters Score -8.424644e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6812 members 
Mstep: Class 3 contains 1242 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 30113 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15629 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 38805 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14350 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19467 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 3218 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26909 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15666 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2431 members 
Mstep: Class 49 contains 25995 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15942 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 34765 members 
Mstep: Class 55 contains 29695 members 
Mstep: Class 56 contains 32666 members 
Mstep: Class 57 contains 37478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246384.000000 Penalty: 180303.937500
Iteration 486Q: 57 clusters Score -8.424638e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6811 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 30130 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15629 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 7997 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14352 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19465 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 3218 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26927 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15668 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2432 members 
Mstep: Class 49 contains 25978 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15940 members 
Mstep: Class 53 contains 2362 members 
Mstep: Class 54 contains 34787 members 
Mstep: Class 55 contains 29688 members 
Mstep: Class 56 contains 32679 members 
Mstep: Class 57 contains 37450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246360.000000 Penalty: 180303.937500
Iteration 487Q: 57 clusters Score -8.424636e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6808 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 30151 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15627 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 38804 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 7990 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14350 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19466 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 3217 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26945 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15670 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 25965 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15941 members 
Mstep: Class 53 contains 2360 members 
Mstep: Class 54 contains 34808 members 
Mstep: Class 55 contains 29684 members 
Mstep: Class 56 contains 32672 members 
Mstep: Class 57 contains 37427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246360.000000 Penalty: 180303.937500
Iteration 488Q: 57 clusters Score -8.424636e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 30170 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15627 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 8169 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 7985 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14348 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19466 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 3216 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26965 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15671 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 25957 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15938 members 
Mstep: Class 53 contains 2358 members 
Mstep: Class 54 contains 34840 members 
Mstep: Class 55 contains 29671 members 
Mstep: Class 56 contains 32664 members 
Mstep: Class 57 contains 37395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246256.000000 Penalty: 180303.937500
Iteration 489Q: 57 clusters Score -8.424626e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6808 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 30177 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15630 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 38803 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 7981 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14348 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19468 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 3216 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26980 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15669 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 25944 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15936 members 
Mstep: Class 53 contains 2356 members 
Mstep: Class 54 contains 34881 members 
Mstep: Class 55 contains 29669 members 
Mstep: Class 56 contains 32655 members 
Mstep: Class 57 contains 37364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246184.000000 Penalty: 180303.937500
Iteration 490Q: 57 clusters Score -8.424618e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6807 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 30188 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15633 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 7982 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14349 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 19470 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 3216 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 26993 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15669 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 25933 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15931 members 
Mstep: Class 53 contains 2356 members 
Mstep: Class 54 contains 34912 members 
Mstep: Class 55 contains 29660 members 
Mstep: Class 56 contains 32649 members 
Mstep: Class 57 contains 37334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246320.000000 Penalty: 180303.937500
Iteration 491Q: 57 clusters Score -8.424632e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6805 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 30201 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15635 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 38803 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 7976 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14350 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19464 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 3216 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 27007 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15670 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 25916 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15931 members 
Mstep: Class 53 contains 2356 members 
Mstep: Class 54 contains 34949 members 
Mstep: Class 55 contains 29653 members 
Mstep: Class 56 contains 32647 members 
Mstep: Class 57 contains 37307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246192.000000 Penalty: 180303.937500
Iteration 492Q: 57 clusters Score -8.424619e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6802 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3800 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 30220 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15634 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7864 members 
Mstep: Class 19 contains 38806 members 
Mstep: Class 20 contains 8169 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 7972 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14352 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19464 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 3216 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 27029 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15669 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2433 members 
Mstep: Class 49 contains 25905 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15933 members 
Mstep: Class 53 contains 2356 members 
Mstep: Class 54 contains 34967 members 
Mstep: Class 55 contains 29644 members 
Mstep: Class 56 contains 32632 members 
Mstep: Class 57 contains 37293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246264.000000 Penalty: 180303.937500
Iteration 493Q: 57 clusters Score -8.424626e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 30212 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15633 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 38818 members 
Mstep: Class 20 contains 8168 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 7963 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14354 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19464 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 3216 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 27056 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15669 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2431 members 
Mstep: Class 49 contains 25890 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15935 members 
Mstep: Class 53 contains 2355 members 
Mstep: Class 54 contains 34991 members 
Mstep: Class 55 contains 29627 members 
Mstep: Class 56 contains 32634 members 
Mstep: Class 57 contains 37281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246176.000000 Penalty: 180303.937500
Iteration 494Q: 57 clusters Score -8.424618e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6801 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 30201 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15637 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 38821 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 7956 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14357 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 19467 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 3216 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 27080 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15667 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2430 members 
Mstep: Class 49 contains 25874 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15934 members 
Mstep: Class 53 contains 2355 members 
Mstep: Class 54 contains 34997 members 
Mstep: Class 55 contains 29610 members 
Mstep: Class 56 contains 32651 members 
Mstep: Class 57 contains 37277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246224.000000 Penalty: 180303.937500
Iteration 495Q: 57 clusters Score -8.424622e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 30202 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15638 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7859 members 
Mstep: Class 19 contains 38814 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 7950 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 14361 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 19468 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 3217 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 27112 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15669 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2430 members 
Mstep: Class 49 contains 25864 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15930 members 
Mstep: Class 53 contains 2355 members 
Mstep: Class 54 contains 34991 members 
Mstep: Class 55 contains 29594 members 
Mstep: Class 56 contains 32671 members 
Mstep: Class 57 contains 37272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246368.000000 Penalty: 180303.937500
Iteration 496Q: 57 clusters Score -8.424637e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 30203 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15639 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7858 members 
Mstep: Class 19 contains 38814 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 7942 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14361 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 19468 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 3217 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 27130 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15668 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2430 members 
Mstep: Class 49 contains 25849 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15929 members 
Mstep: Class 53 contains 2356 members 
Mstep: Class 54 contains 34998 members 
Mstep: Class 55 contains 29575 members 
Mstep: Class 56 contains 32683 members 
Mstep: Class 57 contains 37272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246328.000000 Penalty: 180303.937500
Iteration 497Q: 57 clusters Score -8.424633e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 30217 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15640 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7855 members 
Mstep: Class 19 contains 38813 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 7933 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14360 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 19467 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 3217 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 27153 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15670 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2430 members 
Mstep: Class 49 contains 25843 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15929 members 
Mstep: Class 53 contains 2356 members 
Mstep: Class 54 contains 35013 members 
Mstep: Class 55 contains 29549 members 
Mstep: Class 56 contains 32684 members 
Mstep: Class 57 contains 37263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246400.000000 Penalty: 180303.937500
Iteration 498Q: 57 clusters Score -8.42464e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6798 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 30231 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15638 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 38814 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 7925 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14360 members 
Mstep: Class 31 contains 2014 members 
Mstep: Class 32 contains 19469 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 3217 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 27171 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15673 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2430 members 
Mstep: Class 49 contains 25839 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15930 members 
Mstep: Class 53 contains 2355 members 
Mstep: Class 54 contains 35021 members 
Mstep: Class 55 contains 29517 members 
Mstep: Class 56 contains 32690 members 
Mstep: Class 57 contains 37255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246432.000000 Penalty: 180303.937500
Iteration 499Q: 57 clusters Score -8.424643e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6799 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 30244 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 15638 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 38817 members 
Mstep: Class 20 contains 8173 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 7916 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 14361 members 
Mstep: Class 31 contains 2014 members 
Mstep: Class 32 contains 19469 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 3217 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 952 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 27202 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 15673 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 546 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 2430 members 
Mstep: Class 49 contains 25832 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 15929 members 
Mstep: Class 53 contains 2356 members 
Mstep: Class 54 contains 35031 members 
Mstep: Class 55 contains 29484 members 
Mstep: Class 56 contains 32688 members 
Mstep: Class 57 contains 37245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246384.000000 Penalty: 180303.937500
Iteration 500F: 57 clusters Score -8.424638e+07 nChanged 180
Maximum iterations exceeded
--- Evaluating fit on full set of 1304496 points ---
Entering Unmasked Estep 
Score: -252575216.000000 Penalty: 195561.468750
21->57 Clusters: Score -252575216.000000, best is -252508352.000000
THE BEST YET!

Main iterations: 0 (time per=infms)
Total iterations: 43601 (time per=293.100852ms)
Iterations metric 2: 1012371816448.000000 (time per=12.623317ns)
Iterations metric 3: 30370240135168.000000 (time per=420.789898ps)

That took 12779.490234 seconds.
